| ofs | hex dump | ascii |
|---|---|---|
| 0000 | 4d 5a 90 00 03 00 00 00 04 00 00 00 ff ff 00 00 b8 00 00 00 00 00 00 00 40 00 00 00 00 00 00 00 | MZ......................@....... |
| 0020 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 08 01 00 00 | ................................ |
| 0040 | 0e 1f ba 0e 00 b4 09 cd 21 b8 01 4c cd 21 54 68 69 73 20 70 72 6f 67 72 61 6d 20 63 61 6e 6e 6f | ........!..L.!This.program.canno |
| 0060 | 74 20 62 65 20 72 75 6e 20 69 6e 20 44 4f 53 20 6d 6f 64 65 2e 0d 0d 0a 24 00 00 00 00 00 00 00 | t.be.run.in.DOS.mode....$....... |
| 0080 | 72 43 67 b7 36 22 09 e4 36 22 09 e4 36 22 09 e4 3f 5a 9a e4 3e 22 09 e4 64 4a 08 e5 34 22 09 e4 | rCg.6"..6"..6"..?Z..>"..dJ..4".. |
| 00a0 | e5 50 08 e5 34 22 09 e4 64 4a 0c e5 3a 22 09 e4 64 4a 0d e5 3e 22 09 e4 64 4a 0a e5 34 22 09 e4 | .P..4"..dJ..:"..dJ..>"..dJ..4".. |
| 00c0 | 8b 57 08 e5 35 22 09 e4 36 22 08 e4 1a 23 09 e4 9e 4b 0d e5 30 22 09 e4 9e 4b 01 e5 37 22 09 e4 | .W..5"..6"...#...K..0"...K..7".. |
| 00e0 | 9e 4b 09 e5 37 22 09 e4 9e 4b f6 e4 37 22 09 e4 9e 4b 0b e5 37 22 09 e4 52 69 63 68 36 22 09 e4 | .K..7"...K..7"...K..7"..Rich6".. |
| 0100 | 00 00 00 00 00 00 00 00 50 45 00 00 64 86 06 00 83 e8 86 62 00 00 00 00 00 00 00 00 f0 00 22 20 | ........PE..d......b..........". |
| 0120 | 0b 02 0e 10 00 de 04 00 00 d0 05 00 00 00 00 00 24 88 00 00 00 10 00 00 00 00 00 80 01 00 00 00 | ................$............... |
| 0140 | 00 10 00 00 00 02 00 00 06 00 00 00 00 00 00 00 06 00 00 00 00 00 00 00 00 f0 0a 00 00 04 00 00 | ................................ |
| 0160 | 00 00 00 00 02 00 60 01 00 00 10 00 00 00 00 00 00 10 00 00 00 00 00 00 00 00 10 00 00 00 00 00 | ......`......................... |
| 0180 | 00 10 00 00 00 00 00 00 00 00 00 00 10 00 00 00 90 8f 07 00 9c 08 00 00 2c 98 07 00 a0 00 00 00 | ........................,....... |
| 01a0 | 00 d0 0a 00 f8 00 00 00 00 a0 0a 00 a0 26 00 00 00 00 00 00 00 00 00 00 00 e0 0a 00 94 0a 00 00 | .............&.................. |
| 01c0 | 70 4f 07 00 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | pO.............................. |
| 01e0 | 90 4f 07 00 00 01 00 00 00 00 00 00 00 00 00 00 00 f0 04 00 30 09 00 00 00 00 00 00 00 00 00 00 | .O..................0........... |
| 0200 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 2e 74 65 78 74 00 00 00 53 dc 04 00 00 10 00 00 | .................text...S....... |
| 0220 | 00 de 04 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 20 00 00 60 2e 72 64 61 74 61 00 00 | .......................`.rdata.. |
| 0240 | a0 c6 02 00 00 f0 04 00 00 c8 02 00 00 e2 04 00 00 00 00 00 00 00 00 00 00 00 00 00 40 00 00 40 | ............................@..@ |
| 0260 | 2e 64 61 74 61 00 00 00 30 d0 02 00 00 c0 07 00 00 b0 02 00 00 aa 07 00 00 00 00 00 00 00 00 00 | .data...0....................... |
| 0280 | 00 00 00 00 40 00 00 c0 2e 70 64 61 74 61 00 00 a0 26 00 00 00 a0 0a 00 00 28 00 00 00 5a 0a 00 | ....@....pdata...&.......(...Z.. |
| 02a0 | 00 00 00 00 00 00 00 00 00 00 00 00 40 00 00 40 2e 72 73 72 63 00 00 00 f8 00 00 00 00 d0 0a 00 | ............@..@.rsrc........... |
| 02c0 | 00 02 00 00 00 82 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 40 00 00 40 2e 72 65 6c 6f 63 00 00 | ....................@..@.reloc.. |
| 02e0 | 94 0a 00 00 00 e0 0a 00 00 0c 00 00 00 84 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 40 00 00 42 | ............................@..B |
| 0300 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 0320 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 0340 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 0360 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 0380 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 03a0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 03c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 03e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 0400 | 48 8d 05 21 80 0a 00 c3 cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 30 49 | H..!............H.\$.H.t$.WH..0I |
| 0420 | 8b d9 49 8b f8 48 8b f1 e8 d3 ff ff ff 48 89 5c 24 28 4c 8b cf 41 b8 c8 00 00 00 48 c7 44 24 20 | ..I..H.......H.\$(L..A.....H.D$. |
| 0440 | 00 00 00 00 48 8b d6 48 8b 08 48 83 c9 02 ff 15 dc e2 04 00 48 8b 5c 24 40 b9 ff ff ff ff 48 8b | ....H..H..H.........H.\$@.....H. |
| 0460 | 74 24 48 85 c0 0f 48 c1 48 83 c4 30 5f c3 cc cc c7 44 24 08 00 00 c0 7f f3 0f 10 44 24 08 c3 cc | t$H...H.H..0_....D$........D$... |
| 0480 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b c1 48 8b 09 ff 50 10 0f 57 c0 | ................H..(H..H...P..W. |
| 04a0 | c1 e8 08 f3 48 0f 2a c0 f3 0f 59 05 f4 30 05 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc | ....H.*...Y..0..H..(............ |
| 04c0 | 48 8b c1 48 8b 09 48 ff 60 18 cc cc cc cc cc cc 48 85 d2 7e 47 48 89 5c 24 08 48 89 6c 24 10 48 | H..H..H.`.......H..~GH.\$.H.l$.H |
| 04e0 | 89 74 24 18 57 48 83 ec 20 49 8b e8 48 8b f2 48 8b f9 33 db 48 8b 0f ff 57 18 f2 0f 11 44 dd 00 | .t$.WH...I..H..H..3.H...W....D.. |
| 0500 | 48 ff c3 48 3b de 7c ec 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 83 c4 20 5f c3 cc cc cc | H..H;.|.H.\$0H.l$8H.t$@H..._.... |
| 0520 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 85 d2 7e 68 48 89 5c 24 08 48 89 6c 24 10 48 | ................H..~hH.\$.H.l$.H |
| 0540 | 89 74 24 18 57 48 83 ec 30 0f 29 74 24 20 49 8b e8 f3 0f 10 35 4b 30 05 00 48 8b f2 48 8b f9 33 | .t$.WH..0.)t$.I.....5K0..H..H..3 |
| 0560 | db 48 8b 0f ff 57 10 c1 e8 08 0f 57 c0 f3 48 0f 2a c0 f3 0f 59 c6 f3 0f 11 44 9d 00 48 ff c3 48 | .H...W.....W..H.*...Y....D..H..H |
| 0580 | 3b de 7c dd 0f 28 74 24 20 48 8b 5c 24 40 48 8b 6c 24 48 48 8b 74 24 50 48 83 c4 30 5f c3 cc cc | ;.|..(t$.H.\$@H.l$HH.t$PH..0_... |
| 05a0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b c1 48 8b 09 ff 50 08 48 d1 e8 | ................H..(H..H...P.H.. |
| 05c0 | 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b c1 48 8b 09 ff 50 10 d1 e8 48 | H..(............H..(H..H...P...H |
| 05e0 | 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b c1 48 8b 09 ff 50 10 8b c0 48 | ..(.............H..(H..H...P...H |
| 0600 | d1 e8 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b c1 48 8b 09 ff 50 10 8b c0 48 | ..H..(..........H..(H..H...P...H |
| 0620 | 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 40 48 | ..(.............H.\$.H.t$.WH..@H |
| 0640 | 8b d9 0f 29 7c 24 20 48 8b 09 ff 53 08 48 c1 e8 03 0f 57 ff 0f b6 c8 48 8d 15 22 13 05 00 48 c1 | ...)|$.H...S.H....W....H.."...H. |
| 0660 | e8 08 8b f9 f2 48 0f 2a f8 48 85 c0 79 08 f2 0f 58 3d aa 30 05 00 f2 0f 59 3c fa 48 8d 35 7e ed | .....H.*.H..y...X=.0....Y<.H.5~. |
| 0680 | ff ff 48 3b 84 fe 80 1d 05 00 72 74 48 8b 03 84 c9 48 8b 53 18 48 8b c8 75 1c ff d2 0f 57 05 bd | ..H;......rtH....H.S.H..u....W.. |
| 06a0 | 30 05 00 e8 98 5f 00 00 f2 0f 10 3d f0 2f 05 00 f2 0f 5c f8 eb 4a 0f 29 74 24 30 ff d2 f2 0f 10 | 0...._.....=./....\..J.)t$0..... |
| 06c0 | 8c fe 80 2d 05 00 f2 0f 10 b4 fe 78 2d 05 00 f2 0f 5c f1 f2 0f 59 f0 0f 28 c7 0f 57 05 7f 30 05 | ...-.......x-....\...Y..(..W..0. |
| 06e0 | 00 f2 0f 58 f1 e8 60 7f 00 00 66 0f 2f c6 0f 28 74 24 30 77 0b 48 8b cb e8 33 ff ff ff 0f 28 f8 | ...X..`...f./..(t$0w.H...3....(. |
| 0700 | 48 8b 5c 24 50 0f 28 c7 0f 28 7c 24 20 48 8b 74 24 58 48 83 c4 40 5f c3 cc cc cc cc cc cc cc cc | H.\$P.(..(|$.H.t$XH..@_......... |
| 0720 | 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 40 48 8b d9 0f 29 7c 24 20 48 8b 09 ff 53 10 d1 e8 0f | H.\$.H.t$.WH..@H...)|$.H...S.... |
| 0740 | 57 ff 0f b6 d0 48 8d 35 b4 ec ff ff c1 e8 08 8b fa 8b c8 f3 48 0f 2a f9 f3 0f 59 bc 96 80 39 05 | W....H.5............H.*...Y...9. |
| 0760 | 00 3b 84 96 80 35 05 00 0f 82 96 00 00 00 48 8b 0b 48 8b 43 10 84 d2 75 2f ff d0 0f 57 c0 c1 e8 | .;...5........H..H.C...u/...W... |
| 0780 | 08 f3 48 0f 2a c0 f3 0f 59 05 16 2e 05 00 0f 57 05 db 2f 05 00 e8 16 61 00 00 f3 0f 10 3d 5e 2f | ..H.*...Y......W../....a.....=^/ |
| 07a0 | 05 00 f3 0f 5c f8 eb 5c 0f 29 74 24 30 ff d0 f3 0f 10 84 be 80 3d 05 00 0f 57 c9 f3 0f 10 b4 be | ....\..\.)t$0........=...W...... |
| 07c0 | 7c 3d 05 00 f3 0f 5c f0 c1 e8 08 f3 48 0f 2a c8 f3 0f 59 0d cc 2d 05 00 f3 0f 59 f1 f3 0f 58 f0 | |=....\.....H.*...Y..-....Y...X. |
| 07e0 | 0f 28 c7 0f 57 05 86 2f 05 00 e8 61 7e 00 00 0f 2f c6 0f 28 74 24 30 77 0b 48 8b cb e8 1f ff ff | .(..W../...a~.../..(t$0w.H...... |
| 0800 | ff 0f 28 f8 48 8b 5c 24 50 0f 28 c7 0f 28 7c 24 20 48 8b 74 24 58 48 83 c4 40 5f c3 cc cc cc cc | ..(.H.\$P.(..(|$.H.t$XH..@_..... |
| 0820 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 85 d2 0f 8e 43 01 00 00 48 8b c4 48 89 58 20 | ................H....C...H..H.X. |
| 0840 | 55 57 41 56 48 83 ec 60 48 89 70 08 4d 8b f0 4c 89 60 10 48 8b ea 4c 89 78 18 4c 8d 25 1f 11 05 | UWAVH..`H.p.M..L.`.H..L.x.L.%... |
| 0860 | 00 0f 29 78 c8 4c 8d 3d 94 eb ff ff 44 0f 29 40 b8 48 8b f9 f2 44 0f 10 05 e3 2e 05 00 33 db 44 | ..)x.L.=....D.)@.H...D.......3.D |
| 0880 | 0f 29 48 a8 f2 44 0f 10 0d 93 2e 05 00 0f 29 70 d8 48 8b 0f ff 57 08 48 c1 e8 03 0f 57 ff 0f b6 | .)H..D........)p.H...W.H....W... |
| 08a0 | c8 48 c1 e8 08 8b f1 f2 48 0f 2a f8 48 85 c0 79 05 f2 41 0f 58 f9 f2 41 0f 59 3c f4 49 3b 84 f7 | .H......H.*.H..y..A.X..A.Y<.I;.. |
| 08c0 | 80 1d 05 00 72 66 48 8b 07 84 c9 48 8b 57 18 48 8b c8 75 19 ff d2 41 0f 57 c0 e8 61 5d 00 00 f2 | ....rfH....H.W.H..u...A.W..a]... |
| 08e0 | 0f 10 3d b9 2d 05 00 f2 0f 5c f8 eb 3f ff d2 f2 41 0f 10 8c f7 80 2d 05 00 f2 41 0f 10 b4 f7 78 | ..=.-....\..?...A.....-...A....x |
| 0900 | 2d 05 00 f2 0f 5c f1 f2 0f 59 f0 0f 28 c7 41 0f 57 c0 f2 0f 58 f1 e8 2f 7d 00 00 66 0f 2f c6 77 | -....\...Y..(.A.W...X../}..f./.w |
| 0920 | 0b 48 8b cf e8 07 fd ff ff 0f 28 f8 f2 41 0f 11 3c de 48 ff c3 48 3b dd 0f 8c 53 ff ff ff 44 0f | .H........(..A..<.H..H;...S...D. |
| 0940 | 28 4c 24 20 44 0f 28 44 24 30 0f 28 7c 24 40 0f 28 74 24 50 4c 8b bc 24 90 00 00 00 4c 8b a4 24 | (L$.D.(D$0.(|$@.(t$PL..$....L..$ |
| 0960 | 88 00 00 00 48 8b b4 24 80 00 00 00 48 8b 9c 24 98 00 00 00 48 83 c4 60 41 5e 5f 5d c3 cc cc cc | ....H..$....H..$....H..`A^_].... |
| 0980 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 85 d2 0f 8e 49 01 00 00 48 8b c4 48 89 58 18 | ................H....I...H..H.X. |
| 09a0 | 55 57 41 56 48 83 ec 60 48 89 70 08 4d 8b f0 4c 89 78 10 48 8b ea 0f 29 78 c8 4c 8d 3d 3f ea ff | UWAVH..`H.p.M..L.x.H...)x.L.=?.. |
| 09c0 | ff 44 0f 29 40 b8 48 8b f9 f3 44 0f 10 05 9e 2d 05 00 33 db 44 0f 29 48 a8 f3 44 0f 10 0d c2 2b | .D.)@.H...D....-..3.D.)H..D....+ |
| 09e0 | 05 00 0f 29 70 d8 48 8b 0f ff 57 10 d1 e8 0f 57 ff 0f b6 d0 c1 e8 08 8b f2 8b c8 f3 48 0f 2a f9 | ...)p.H...W....W............H.*. |
| 0a00 | f3 41 0f 59 bc 97 80 39 05 00 41 3b 84 97 80 35 05 00 0f 82 82 00 00 00 48 8b 0f 48 8b 47 10 84 | .A.Y...9..A;...5........H..H.G.. |
| 0a20 | d2 75 29 ff d0 0f 57 c0 c1 e8 08 f3 48 0f 2a c0 f3 41 0f 59 c1 41 0f 57 c0 e8 72 5e 00 00 f3 0f | .u)...W.....H.*..A.Y.A.W..r^.... |
| 0a40 | 10 3d ba 2c 05 00 f3 0f 5c f8 eb 4e ff d0 f3 41 0f 10 84 b7 80 3d 05 00 0f 57 c9 f3 41 0f 10 b4 | .=.,....\..N...A.....=...W..A... |
| 0a60 | b7 7c 3d 05 00 f3 0f 5c f0 c1 e8 08 f3 48 0f 2a c8 f3 41 0f 59 c9 f3 0f 59 f1 f3 0f 58 f0 0f 28 | .|=....\.....H.*..A.Y...Y...X..( |
| 0a80 | c7 41 0f 57 c0 e8 c6 7b 00 00 0f 2f c6 77 0b 48 8b cf e8 89 fc ff ff 0f 28 f8 f3 41 0f 11 3c 9e | .A.W...{.../.w.H........(..A..<. |
| 0aa0 | 48 ff c3 48 3b dd 0f 8c 3a ff ff ff 44 0f 28 4c 24 20 44 0f 28 44 24 30 0f 28 7c 24 40 0f 28 74 | H..H;...:...D.(L$.D.(D$0.(|$@.(t |
| 0ac0 | 24 50 4c 8b bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 48 8b 9c 24 90 00 00 00 48 83 c4 60 41 5e | $PL..$....H..$....H..$....H..`A^ |
| 0ae0 | 5f 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 48 85 d2 7e 64 48 89 5c 24 08 48 89 6c 24 10 48 | _]..............H..~dH.\$.H.l$.H |
| 0b00 | 89 74 24 18 57 48 83 ec 30 0f 29 74 24 20 49 8b e8 f2 0f 10 35 47 2c 05 00 48 8b f2 48 8b f9 33 | .t$.WH..0.)t$.I.....5G,..H..H..3 |
| 0b20 | db 48 8b 0f ff 57 18 0f 57 c6 e8 11 5b 00 00 0f 57 c6 f2 0f 11 44 dd 00 48 ff c3 48 3b de 7c e1 | .H...W..W...[...W....D..H..H;.|. |
| 0b40 | 0f 28 74 24 20 48 8b 5c 24 40 48 8b 6c 24 48 48 8b 74 24 50 48 83 c4 30 5f c3 cc cc cc cc cc cc | .(t$.H.\$@H.l$HH.t$PH..0_....... |
| 0b60 | 48 85 d2 0f 8e a3 00 00 00 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 50 0f 29 74 | H........H.\$.H.l$.H.t$.WH..P.)t |
| 0b80 | 24 40 49 8b e8 f2 0f 10 35 d3 2b 05 00 48 8b fa 0f 29 7c 24 30 48 8b f1 f3 0f 10 3d d0 2b 05 00 | $@I.....5.+..H...)|$0H.....=.+.. |
| 0ba0 | 33 db 44 0f 29 44 24 20 f3 44 0f 10 05 f3 29 05 00 48 8b 0e ff 56 10 0f 57 c0 c1 e8 08 f3 48 0f | 3.D.)D$..D....)..H...V..W.....H. |
| 0bc0 | 2a c0 f3 41 0f 59 c0 0f 57 c7 f3 0f 5a c0 e8 6d 5a 00 00 0f 57 c6 f2 0f 5a c0 f3 0f 11 44 9d 00 | *..A.Y..W...Z..mZ...W...Z....D.. |
| 0be0 | 48 ff c3 48 3b df 7c c9 44 0f 28 44 24 20 0f 28 7c 24 30 0f 28 74 24 40 48 8b 5c 24 60 48 8b 6c | H..H;.|.D.(D$..(|$0.(t$@H.\$`H.l |
| 0c00 | 24 68 48 8b 74 24 70 48 83 c4 50 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | $hH.t$pH..P_.................... |
| 0c20 | 48 8b c4 48 89 58 08 48 89 68 10 48 89 70 18 57 41 56 41 57 48 83 ec 70 0f 29 78 c8 4c 8d 35 3d | H..H.X.H.h.H.p.WAVAWH..p.)x.L.5= |
| 0c40 | e9 04 00 44 0f 29 40 b8 48 8d 2d b1 e7 ff ff f2 44 0f 10 05 08 2b 05 00 48 8b f9 44 0f 29 48 a8 | ...D.)@.H.-.....D....+..H..D.)H. |
| 0c60 | 49 bf ff ff ff ff ff ff 0f 00 f2 44 0f 10 0d ad 2a 05 00 44 0f 29 50 98 f2 44 0f 10 15 bf 2a 05 | I..........D....*..D.)P..D....*. |
| 0c80 | 00 0f 29 70 d8 48 8b 0f ff 57 08 0f b6 c8 0f 57 ff 48 c1 e8 08 8b f1 48 8b d8 48 d1 eb 49 23 df | ..)p.H...W.....W.H.....H..H..I#. |
| 0ca0 | f2 48 0f 2a fb 79 05 f2 41 0f 58 f9 f2 41 0f 59 3c ce a8 01 74 04 41 0f 57 f8 48 3b 9c cd 80 f9 | .H.*.y..A.X..A.Y<...t.A.W.H;.... |
| 0cc0 | 04 00 72 46 85 c9 74 78 48 8b 0f ff 57 18 f2 0f 10 b4 f5 78 09 05 00 0f 28 c8 f2 0f 10 84 f5 80 | ..rF..txH...W......x....(....... |
| 0ce0 | 09 05 00 f2 0f 5c f0 f2 0f 59 f1 f2 0f 58 f0 0f 28 c7 f2 41 0f 59 c2 f2 0f 59 c7 e8 4a 79 00 00 | .....\...Y...X..(..A.Y...Y..Jy.. |
| 0d00 | 66 0f 2f c6 0f 86 7b ff ff ff 0f 28 c7 0f 28 74 24 60 4c 8d 5c 24 70 49 8b 5b 20 49 8b 6b 28 49 | f./...{....(..(t$`L.\$pI.[.I.k(I |
| 0d20 | 8b 73 30 45 0f 28 43 d0 45 0f 28 4b c0 45 0f 28 53 b0 0f 28 7c 24 50 49 8b e3 41 5f 41 5e 5f c3 | .s0E.(C.E.(K.E.(S..(|$PI..A_A^_. |
| 0d40 | f2 0f 10 3d f0 29 05 00 48 8b 0f ff 57 18 41 0f 57 c0 e8 e9 58 00 00 48 8b 0f 0f 28 f0 f2 0f 59 | ...=.)..H...W.A.W...X..H...(...Y |
| 0d60 | f7 ff 57 18 41 0f 57 c0 e8 d3 58 00 00 0f 28 c8 0f 28 c6 41 0f 57 c8 f2 0f 59 c6 f2 0f 58 c9 66 | ..W.A.W...X...(..(.A.W...Y...X.f |
| 0d80 | 0f 2f c8 76 c3 f2 0f 58 35 eb 28 05 00 48 0f ba e3 08 73 04 41 0f 57 f0 0f 28 c6 e9 6d ff ff ff | ./.v...X5.(..H....s.A.W..(..m... |
| 0da0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b c4 48 89 58 08 48 89 68 10 48 89 70 18 57 | ................H..H.X.H.h.H.p.W |
| 0dc0 | 48 83 ec 70 0f 29 78 d8 48 8d 2d 31 e6 ff ff 44 0f 29 40 c8 48 8b f1 f3 44 0f 10 05 90 29 05 00 | H..p.)x.H.-1...D.)@.H...D....).. |
| 0de0 | 44 0f 29 48 b8 f3 44 0f 10 0d b6 27 05 00 44 0f 29 50 a8 f2 44 0f 10 15 44 29 05 00 0f 29 70 e8 | D.)H..D....'..D.)P..D...D)...)p. |
| 0e00 | 48 8b 0e ff 56 10 0f 57 ff 0f b6 d8 8b f8 c1 ef 09 8b cf f3 48 0f 2a f9 f3 0f 59 bc 9d 80 15 05 | H...V..W............H.*...Y..... |
| 0e20 | 00 0f ba e0 08 73 04 41 0f 57 f8 3b bc 9d 80 11 05 00 72 61 84 c0 0f 84 8b 00 00 00 48 8b 0e ff | .....s.A.W.;......ra........H... |
| 0e40 | 56 10 f3 0f 10 8c 9d 80 19 05 00 0f 57 d2 f3 0f 10 84 9d 7c 19 05 00 0f 57 db f3 0f 5c c1 c1 e8 | V...........W......|....W...\... |
| 0e60 | 08 f3 0f 5a df f3 48 0f 2a d0 f3 41 0f 59 d1 f3 0f 59 c2 f3 0f 58 c1 0f 5a f0 0f 28 c3 f2 41 0f | ...Z..H.*..A.Y...Y...X..Z..(..A. |
| 0e80 | 59 c2 f2 0f 59 c3 e8 bf 77 00 00 66 0f 2f c6 0f 86 6b ff ff ff 0f 28 c7 0f 28 74 24 60 4c 8d 5c | Y...Y...w..f./...k....(..(t$`L.\ |
| 0ea0 | 24 70 49 8b 5b 10 49 8b 6b 18 49 8b 73 20 45 0f 28 43 d0 45 0f 28 4b c0 45 0f 28 53 b0 0f 28 7c | $pI.[.I.k.I.s.E.(C.E.(K.E.(S..(| |
| 0ec0 | 24 50 49 8b e3 5f c3 f3 0f 10 3d 61 28 05 00 90 48 8b 0e ff 56 10 0f 57 c0 c1 e8 08 f3 48 0f 2a | $PI.._....=a(...H...V..W.....H.* |
| 0ee0 | c0 f3 41 0f 59 c1 41 0f 57 c0 e8 c1 59 00 00 48 8b 0e 0f 28 f0 f3 0f 59 f7 ff 56 10 0f 57 c0 c1 | ..A.Y.A.W...Y..H...(...Y..V..W.. |
| 0f00 | e8 08 f3 48 0f 2a c0 f3 41 0f 59 c1 41 0f 57 c0 e8 9b 59 00 00 0f 28 c8 0f 28 c6 41 0f 57 c8 f3 | ...H.*..A.Y.A.W...Y...(..(.A.W.. |
| 0f20 | 0f 59 c6 f3 0f 58 c9 0f 2f c8 76 a4 f3 0f 58 35 b4 27 05 00 0f ba e7 08 73 04 41 0f 57 f0 0f 28 | .Y...X../.v...X5.'......s.A.W..( |
| 0f40 | c6 e9 52 ff ff ff cc cc cc cc cc cc cc cc cc cc 48 85 d2 0f 8e d5 01 00 00 48 8b c4 56 57 41 56 | ..R.............H........H..VWAV |
| 0f60 | 41 57 48 81 ec 88 00 00 00 48 89 58 08 4d 8b f8 48 89 68 10 4c 8b f2 4c 89 60 18 48 8b f9 4c 89 | AWH......H.X.M..H.h.L..L.`.H..L. |
| 0f80 | 68 d8 4c 8d 25 77 e4 ff ff 0f 29 78 b8 4c 8d 2d ec e5 04 00 44 0f 29 40 a8 33 f6 f2 44 0f 10 05 | h.L.%w....)x.L.-....D.)@.3..D... |
| 0fa0 | bc 27 05 00 48 bd ff ff ff ff ff ff 0f 00 44 0f 29 48 98 f2 44 0f 10 0d 7c 27 05 00 44 0f 29 50 | .'..H.........D.)H..D...|'..D.)P |
| 0fc0 | 88 f2 44 0f 10 15 56 27 05 00 44 0f 29 5c 24 20 f2 44 0f 10 1d 67 27 05 00 0f 29 70 c8 0f 1f 00 | ..D...V'..D.)\$..D...g'...)p.... |
| 0fe0 | 48 8b 0f ff 57 08 0f b6 c8 0f 57 ff 48 c1 e8 08 48 8b d8 48 d1 eb 48 23 dd 8b e9 f2 48 0f 2a fb | H...W.....W.H...H..H..H#....H.*. |
| 1000 | 79 05 f2 41 0f 58 fa f2 41 0f 59 7c cd 00 a8 01 74 04 41 0f 57 f8 49 3b 9c cc 80 f9 04 00 0f 82 | y..A.X..A.Y|....t.A.W.I;........ |
| 1020 | 9f 00 00 00 85 c9 74 4d 48 8b 0f ff 57 18 f2 41 0f 10 8c ec 80 09 05 00 f2 41 0f 10 b4 ec 78 09 | ......tMH...W..A.........A....x. |
| 1040 | 05 00 f2 0f 5c f1 f2 0f 59 f0 0f 28 c7 f2 41 0f 59 c3 f2 0f 58 f1 f2 0f 59 c7 e8 eb 75 00 00 66 | ....\...Y..(..A.Y...X...Y...u..f |
| 1060 | 0f 2f c6 48 bd ff ff ff ff ff ff 0f 00 0f 86 6d ff ff ff eb 4e 48 8b 0f ff 57 18 41 0f 57 c0 e8 | ./.H...........m....NH...W.A.W.. |
| 1080 | bc 55 00 00 48 8b 0f 0f 28 f8 f2 41 0f 59 f9 ff 57 18 41 0f 57 c0 e8 a5 55 00 00 41 0f 57 c0 0f | .U..H...(..A.Y..W.A.W...U..A.W.. |
| 10a0 | 28 cf f2 0f 58 c0 f2 0f 59 cf 66 0f 2f c1 76 c5 f2 0f 58 3d c0 25 05 00 48 0f ba e3 08 73 04 41 | (...X...Y.f./.v...X=.%..H....s.A |
| 10c0 | 0f 57 f8 f2 41 0f 11 3c f7 48 bd ff ff ff ff ff ff 0f 00 48 ff c6 49 3b f6 0f 8c 01 ff ff ff 44 | .W..A..<.H.........H..I;.......D |
| 10e0 | 0f 28 5c 24 20 44 0f 28 54 24 30 44 0f 28 4c 24 40 44 0f 28 44 24 50 0f 28 7c 24 60 0f 28 74 24 | .(\$.D.(T$0D.(L$@D.(D$P.(|$`.(t$ |
| 1100 | 70 4c 8b ac 24 80 00 00 00 4c 8b a4 24 c0 00 00 00 48 8b ac 24 b8 00 00 00 48 8b 9c 24 b0 00 00 | pL..$....L..$....H..$....H..$... |
| 1120 | 00 48 81 c4 88 00 00 00 41 5f 41 5e 5f 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H......A_A^_^.................. |
| 1140 | 48 85 d2 0f 8e e3 01 00 00 48 8b c4 48 89 58 20 56 41 56 41 57 48 81 ec 80 00 00 00 48 89 68 08 | H........H..H.X.VAVAWH......H.h. |
| 1160 | 4d 8b f8 48 89 78 10 4c 8b f2 4c 89 60 18 48 8b d9 0f 29 78 c8 4c 8d 25 84 e2 ff ff 44 0f 29 40 | M..H.x.L..L.`.H...)x.L.%....D.)@ |
| 1180 | b8 33 f6 f3 44 0f 10 05 e4 25 05 00 44 0f 29 48 a8 f3 44 0f 10 0d 0a 24 05 00 44 0f 29 50 98 f3 | .3..D....%..D.)H..D....$..D.)P.. |
| 11a0 | 44 0f 10 15 88 25 05 00 44 0f 29 58 88 f2 44 0f 10 1d 8a 25 05 00 0f 29 70 d8 66 0f 1f 44 00 00 | D....%..D.)X..D....%...)p.f..D.. |
| 11c0 | 48 8b 0b ff 53 10 0f 57 ff 0f b6 f8 8b e8 c1 ed 09 8b cd f3 48 0f 2a f9 f3 41 0f 59 bc bc 80 15 | H...S..W............H.*..A.Y.... |
| 11e0 | 05 00 0f ba e0 08 73 04 41 0f 57 f8 41 3b ac bc 80 11 05 00 0f 82 d2 00 00 00 84 c0 74 62 48 8b | ......s.A.W.A;..............tbH. |
| 1200 | 0b ff 53 10 f3 41 0f 10 8c bc 80 19 05 00 0f 57 d2 f3 41 0f 10 84 bc 7c 19 05 00 0f 57 db f3 0f | ..S..A.........W..A....|....W... |
| 1220 | 5c c1 c1 e8 08 f3 0f 5a df f3 48 0f 2a d0 f3 41 0f 59 d1 f3 0f 59 c2 f3 0f 58 c1 0f 5a f0 0f 28 | \......Z..H.*..A.Y...Y...X..Z..( |
| 1240 | c3 f2 41 0f 59 c3 f2 0f 59 c3 e8 fb 73 00 00 66 0f 2f c6 0f 86 67 ff ff ff eb 71 0f 1f 44 00 00 | ..A.Y...Y...s..f./...g....q..D.. |
| 1260 | 48 8b 0b ff 53 10 0f 57 c0 c1 e8 08 f3 48 0f 2a c0 f3 41 0f 59 c1 41 0f 57 c0 e8 31 56 00 00 48 | H...S..W.....H.*..A.Y.A.W..1V..H |
| 1280 | 8b 0b 0f 28 f8 f3 41 0f 59 fa ff 53 10 0f 57 c0 c1 e8 08 f3 48 0f 2a c0 f3 41 0f 59 c1 41 0f 57 | ...(..A.Y..S..W.....H.*..A.Y.A.W |
| 12a0 | c0 e8 0a 56 00 00 41 0f 57 c0 0f 28 cf f3 0f 58 c0 f3 0f 59 cf 0f 2f c1 76 a6 f3 0f 58 3d 26 24 | ...V..A.W..(...X...Y../.v...X=&$ |
| 12c0 | 05 00 0f ba e5 08 73 04 41 0f 57 f8 f3 41 0f 11 3c b7 48 ff c6 49 3b f6 0f 8c e2 fe ff ff 44 0f | ......s.A.W..A..<.H..I;.......D. |
| 12e0 | 28 5c 24 20 44 0f 28 54 24 30 44 0f 28 4c 24 40 44 0f 28 44 24 50 0f 28 7c 24 60 0f 28 74 24 70 | (\$.D.(T$0D.(L$@D.(D$P.(|$`.(t$p |
| 1300 | 4c 8b a4 24 b0 00 00 00 48 8b bc 24 a8 00 00 00 48 8b ac 24 a0 00 00 00 48 8b 9c 24 b8 00 00 00 | L..$....H..$....H..$....H..$.... |
| 1320 | 48 81 c4 80 00 00 00 41 5f 41 5e 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H......A_A^^.................... |
| 1340 | 40 53 48 81 ec b0 00 00 00 44 0f 29 4c 24 70 48 8b d9 f2 44 0f 10 0d d5 2f 07 00 66 41 0f 2e c9 | @SH......D.)L$pH...D..../..fA... |
| 1360 | 44 0f 29 5c 24 50 44 0f 28 d9 7a 0c 75 0a e8 bd f2 ff ff e9 e3 01 00 00 44 0f 29 54 24 60 45 0f | D.)\$PD.(.z.u...........D.)T$`E. |
| 1380 | 57 d2 66 45 0f 2e da 7a 0a 75 08 0f 57 c0 e9 c2 01 00 00 66 45 0f 2f cb 0f 29 b4 24 a0 00 00 00 | W.fE...z.u..W......fE./..).$.... |
| 13a0 | 0f 29 bc 24 90 00 00 00 44 0f 29 84 24 80 00 00 00 44 0f 29 64 24 40 0f 86 8b 00 00 00 f2 44 0f | .).$....D.).$....D.)d$@.......D. |
| 13c0 | 10 25 9a 23 05 00 45 0f 28 c1 45 0f 28 d1 f2 45 0f 5c c3 f2 45 0f 5e d3 48 8b 0b ff 53 18 48 8b | .%.#..E.(.E.(..E.\..E.^.H...S.H. |
| 13e0 | cb 0f 28 f0 e8 47 f2 ff ff 66 44 0f 2f c6 0f 28 f8 72 17 41 0f 28 ca 0f 28 c6 e8 6f 72 00 00 66 | ..(..G...fD./..(.r.A.(..(..or..f |
| 1400 | 0f 2f f8 72 d3 e9 2c 01 00 00 41 0f 28 c1 f2 0f 5c c6 f2 41 0f 5e c3 e8 46 72 00 00 0f 28 f0 41 | ./.r..,...A.(...\..A.^..Fr...(.A |
| 1420 | 0f 28 ca 41 0f 57 f4 0f 28 c6 f2 41 0f 59 c3 f2 41 0f 58 c0 e8 35 72 00 00 f2 0f 58 f7 66 0f 2f | .(.A.W..(..A.Y..A.X..5r....X.f./ |
| 1440 | f0 72 95 e9 ee 00 00 00 f2 44 0f 5c 1d a7 21 05 00 44 0f 29 6c 24 30 44 0f 29 74 24 20 41 0f 28 | .r.......D.\..!..D.)l$0D.)t$.A.( |
| 1460 | c3 f2 0f 59 05 3f 22 05 00 e8 0c 72 00 00 f2 44 0f 10 2d 59 21 05 00 45 0f 28 e1 f2 44 0f 10 35 | ...Y.?"....r...D..-Y!..E.(..D..5 |
| 1480 | 84 21 05 00 f2 44 0f 5e e0 0f 1f 80 00 00 00 00 48 8b cb e8 88 f7 ff ff 41 0f 28 fc 44 0f 28 c0 | .!...D.^........H.......A.(.D.(. |
| 14a0 | f2 0f 59 f8 f2 41 0f 58 f9 66 44 0f 2f d7 73 e0 48 8b 0b 0f 28 cf f2 0f 59 cf f2 0f 59 f9 ff 53 | ..Y..A.X.fD./.s.H...(...Y...Y..S |
| 14c0 | 18 41 0f 28 c8 f2 41 0f 59 c8 0f 28 d1 f2 41 0f 59 d5 f2 0f 59 d1 41 0f 28 c9 f2 0f 5c ca 66 0f | .A.(..A.Y..(..A.Y...Y.A.(...\.f. |
| 14e0 | 2f c8 77 3d e8 79 71 00 00 0f 28 f0 0f 28 c7 e8 6e 71 00 00 41 0f 28 c9 f2 0f 5c cf f2 0f 58 c1 | /.w=.yq...(..(..nq..A.(...\...X. |
| 1500 | 41 0f 28 c8 f2 41 0f 59 ce f2 41 0f 59 c3 f2 41 0f 59 c8 f2 0f 58 c1 66 0f 2f c6 0f 86 6f ff ff | A.(..A.Y..A.Y..A.Y...X.f./...o.. |
| 1520 | ff 44 0f 28 74 24 20 44 0f 28 6c 24 30 f2 44 0f 59 df 41 0f 28 c3 0f 28 b4 24 a0 00 00 00 44 0f | .D.(t$.D.(l$0.D.Y.A.(..(.$....D. |
| 1540 | 28 84 24 80 00 00 00 0f 28 bc 24 90 00 00 00 44 0f 28 64 24 40 44 0f 28 54 24 60 44 0f 28 4c 24 | (.$.....(.$....D.(d$@D.(T$`D.(L$ |
| 1560 | 70 44 0f 28 5c 24 50 48 81 c4 b0 00 00 00 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | pD.(\$PH......[................. |
| 1580 | 40 53 48 81 ec c0 00 00 00 44 0f 29 8c 24 80 00 00 00 48 8b d9 f3 44 0f 10 0d 1e 20 05 00 44 0f | @SH......D.).$....H...D.......D. |
| 15a0 | 29 5c 24 60 44 0f 28 d9 45 0f 2e d9 7a 0c 75 0a e8 6b f1 ff ff e9 15 02 00 00 44 0f 29 54 24 70 | )\$`D.(.E...z.u..k........D.)T$p |
| 15c0 | 45 0f 57 d2 45 0f 2e da 7a 0a 75 08 0f 57 c0 e9 f5 01 00 00 45 0f 2f cb 0f 29 b4 24 b0 00 00 00 | E.W.E...z.u..W......E./..).$.... |
| 15e0 | 0f 29 bc 24 a0 00 00 00 44 0f 29 84 24 90 00 00 00 44 0f 29 64 24 50 44 0f 29 6c 24 40 0f 86 9e | .).$....D.).$....D.)d$PD.)l$@... |
| 1600 | 00 00 00 f3 44 0f 10 2d 64 21 05 00 45 0f 28 d1 f3 44 0f 10 25 8b 1f 05 00 f3 45 0f 5c d3 45 0f | ....D..-d!..E.(..D..%.....E.\.E. |
| 1620 | 28 c1 f3 45 0f 5e c3 48 8b 0b ff 53 10 c1 e8 08 0f 57 f6 48 8b cb f3 48 0f 2a f0 f3 41 0f 59 f4 | (..E.^.H...S.....W.H...H.*..A.Y. |
| 1640 | e8 db f0 ff ff 44 0f 2f d6 0f 28 f8 72 16 41 0f 28 c8 0f 28 c6 e8 1a 70 00 00 0f 2f f8 72 c8 e9 | .....D./..(.r.A.(..(...p.../.r.. |
| 1660 | 40 01 00 00 41 0f 28 c1 f3 0f 5c c6 f3 41 0f 5e c3 e8 f2 6f 00 00 0f 28 f0 41 0f 28 c8 41 0f 57 | @...A.(...\..A.^...o...(.A.(.A.W |
| 1680 | f5 0f 28 c6 f3 41 0f 59 c3 f3 41 0f 58 c2 e8 e1 6f 00 00 f3 0f 58 f7 0f 2f f0 72 8b e9 03 01 00 | ..(..A.Y..A.X...o....X../.r..... |
| 16a0 | 00 f3 44 0f 5c 1d 02 1f 05 00 44 0f 29 74 24 30 44 0f 29 7c 24 20 41 0f 28 c3 f3 0f 59 05 4e 20 | ..D.\.....D.)t$0D.)|$.A.(...Y.N. |
| 16c0 | 05 00 e8 b9 6f 00 00 f3 44 0f 10 2d d4 1e 05 00 45 0f 28 e1 f3 44 0f 10 35 cb 1e 05 00 f3 44 0f | ....o...D..-....E.(..D..5.....D. |
| 16e0 | 10 3d d2 1e 05 00 f3 44 0f 5e e0 0f 1f 44 00 00 48 8b cb e8 b8 f6 ff ff 44 0f 28 c0 41 0f 28 fc | .=.....D.^...D..H.......D.(.A.(. |
| 1700 | f3 41 0f 59 f8 f3 41 0f 58 f9 44 0f 2f d7 73 e0 48 8b 0b 0f 28 cf f3 0f 59 cf f3 0f 59 f9 ff 53 | .A.Y..A.X.D./.s.H...(...Y...Y..S |
| 1720 | 10 41 0f 28 c8 c1 e8 08 f3 41 0f 59 c8 0f 57 c0 f3 48 0f 2a c0 0f 28 d1 f3 41 0f 59 d6 f3 41 0f | .A.(.....A.Y..W..H.*..(..A.Y..A. |
| 1740 | 59 c5 f3 0f 59 d1 41 0f 28 c9 f3 0f 5c ca 0f 2f c8 77 3c e8 10 6f 00 00 0f 28 f0 0f 28 c7 e8 05 | Y...Y.A.(...\../.w<..o...(..(... |
| 1760 | 6f 00 00 41 0f 28 c9 f3 0f 5c cf f3 0f 58 c1 41 0f 28 c8 f3 41 0f 59 cf f3 41 0f 59 c8 f3 41 0f | o..A.(...\...X.A.(..A.Y..A.Y..A. |
| 1780 | 59 c3 f3 0f 58 c1 0f 2f c6 0f 86 61 ff ff ff 44 0f 28 7c 24 20 44 0f 28 74 24 30 f3 44 0f 59 df | Y...X../...a...D.(|$.D.(t$0.D.Y. |
| 17a0 | 41 0f 28 c3 44 0f 28 64 24 50 0f 28 b4 24 b0 00 00 00 44 0f 28 84 24 90 00 00 00 0f 28 bc 24 a0 | A.(.D.(d$P.(.$....D.(.$.....(.$. |
| 17c0 | 00 00 00 44 0f 28 6c 24 40 44 0f 28 54 24 70 44 0f 28 8c 24 80 00 00 00 44 0f 28 5c 24 60 48 81 | ...D.(l$@D.(T$pD.(.$....D.(\$`H. |
| 17e0 | c4 c0 00 00 00 5b c3 cc cc cc cc cc cc cc cc cc 48 83 ec 48 0f 29 74 24 30 0f 28 f2 0f 29 7c 24 | .....[..........H..H.)t$0.(..)|$ |
| 1800 | 20 0f 28 f9 e8 17 f4 ff ff f2 0f 59 c6 0f 28 74 24 30 f2 0f 58 c7 0f 28 7c 24 20 48 83 c4 48 c3 | ..(........Y..(t$0..X..(|$.H..H. |
| 1820 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 38 0f 29 74 24 20 0f 28 f2 e8 ff fa ff | ................H..8.)t$..(..... |
| 1840 | ff f2 0f 59 c6 0f 28 74 24 20 48 83 c4 38 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ...Y..(t$.H..8.................. |
| 1860 | 48 83 ec 38 0f 29 74 24 20 0f 28 f2 e8 0f fd ff ff f3 0f 59 c6 0f 28 74 24 20 48 83 c4 38 c3 cc | H..8.)t$..(........Y..(t$.H..8.. |
| 1880 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 38 0f 29 74 24 20 0f 28 f1 e8 8f ed ff | ................H..8.)t$..(..... |
| 18a0 | ff f2 0f 59 c6 0f 28 74 24 20 48 83 c4 38 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ...Y..(t$.H..8.................. |
| 18c0 | 48 83 ec 48 48 8b c1 0f 29 74 24 30 48 8b 09 0f 28 f2 0f 29 7c 24 20 0f 28 f9 ff 50 18 f2 0f 59 | H..HH...)t$0H...(..)|$..(..P...Y |
| 18e0 | c6 0f 28 74 24 30 f2 0f 58 c7 0f 28 7c 24 20 48 83 c4 48 c3 cc cc cc cc cc cc cc cc cc cc cc cc | ..(t$0..X..(|$.H..H............. |
| 1900 | 48 8b c4 53 48 81 ec b0 00 00 00 0f 29 70 e8 48 8b d9 f2 0f 10 35 16 2a 07 00 66 0f 2f f1 44 0f | H..SH.......)p.H.....5.*..f./.D. |
| 1920 | 29 58 98 44 0f 28 da 44 0f 29 60 88 44 0f 28 e1 0f 82 ce 00 00 00 66 0f 2f f2 0f 82 c4 00 00 00 | )X.D.(.D.)`.D.(.......f./....... |
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| 1960 | 0f 29 6c 24 30 f2 44 0f 5e d2 44 0f 29 74 24 20 f2 44 0f 5e c9 48 8b 0b ff 53 18 48 8b 0b 44 0f | .)l$0.D.^.D.)t$..D.^.H...S.H..D. |
| 1980 | 28 e8 ff 53 18 44 0f 28 f0 41 0f 28 c9 41 0f 28 c5 e8 d8 6c 00 00 0f 28 f8 41 0f 28 ca 41 0f 28 | (..S.D.(.A.(.A.(...l...(.A.(.A.( |
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| 19c0 | 4c 24 70 44 0f 28 84 24 80 00 00 00 44 0f 28 6c 24 30 44 0f 28 74 24 20 f2 0f 5e f8 0f 28 c7 0f | L$pD.(.$....D.(l$0D.(t$...^..(.. |
| 19e0 | 28 bc 24 90 00 00 00 0f 28 b4 24 a0 00 00 00 44 0f 28 5c 24 50 44 0f 28 64 24 40 48 81 c4 b0 00 | (.$.....(.$....D.(\$PD.(d$@H.... |
| 1a00 | 00 00 5b c3 e8 37 f9 ff ff 41 0f 28 cb 48 8b cb 0f 28 f0 e8 28 f9 ff ff f2 0f 58 c6 f2 0f 5e f0 | ..[..7...A.(.H...(..(.....X...^. |
| 1a20 | 0f 28 c6 eb c2 cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 f2 0f 59 0d cc 1b 05 00 e8 ff f8 ff | .(..............H..(..Y......... |
| 1a40 | ff f2 0f 59 05 f7 1b 05 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ...Y.....H..(................... |
| 1a60 | 40 53 48 83 ec 50 44 0f 29 44 24 40 48 8b d9 44 0f 29 4c 24 30 44 0f 28 ca 44 0f 29 54 24 20 44 | @SH..PD.)D$@H..D.)L$0D.(.D.)T$.D |
| 1a80 | 0f 28 d1 f2 0f 59 0d 7d 1b 05 00 e8 b0 f8 ff ff 44 0f 28 c0 48 8b cb f2 44 0f 59 05 a0 1b 05 00 | .(...Y.}........D.(.H...D.Y..... |
| 1aa0 | f2 45 0f 59 c1 f2 44 0f 59 0d 5a 1b 05 00 41 0f 28 c9 e8 89 f8 ff ff f2 0f 59 05 81 1b 05 00 44 | .E.Y..D.Y.Z...A.(........Y.....D |
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| 1ae0 | 83 c4 50 5b c3 cc cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 30 0f 29 74 24 20 48 8b d9 e8 1d | ..P[............@SH..0.)t$.H.... |
| 1b00 | f1 ff ff 48 8b cb 0f 28 f0 e8 12 f1 ff ff f2 0f 5e f0 0f 28 c6 0f 28 74 24 20 48 83 c4 30 5b c3 | ...H...(........^..(..(t$.H..0[. |
| 1b20 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 38 0f 29 74 24 20 0f 28 f1 e8 ef ea ff | ................H..8.)t$..(..... |
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| 1b60 | 48 83 ec 38 0f 57 c0 0f 29 74 24 20 66 0f 2e c8 0f 28 f1 7a 02 74 16 e8 b4 ea ff ff f2 0f 10 0d | H..8.W..)t$.f....(.z.t.......... |
| 1b80 | ac 27 07 00 f2 0f 5e ce e8 e1 6a 00 00 0f 28 74 24 20 48 83 c4 38 c3 cc cc cc cc cc cc cc cc cc | .'....^...j...(t$.H..8.......... |
| 1ba0 | 48 83 ec 38 0f 29 7c 24 20 0f 28 f9 e8 7f ea ff ff 0f 57 05 a8 1b 05 00 ff 15 aa ca 04 00 f2 0f | H..8.)|$..(.......W............. |
| 1bc0 | 10 0d 6a 27 07 00 0f 57 05 93 1b 05 00 f2 0f 5e cf 0f 28 7c 24 20 48 83 c4 38 e9 8f 6a 00 00 cc | ..j'...W.......^..(|$.H..8..j... |
| 1be0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 40 48 8b d9 0f 29 74 24 30 48 8b | ................@SH..@H...)t$0H. |
| 1c00 | 09 0f 28 f1 0f 29 7c 24 20 0f 28 fa ff 53 18 66 0f 2f 05 f1 19 05 00 0f 28 c8 72 30 f2 0f 10 05 | ..(..)|$..(..S.f./......(.r0.... |
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| 1c40 | 30 0f 28 7c 24 20 48 83 c4 40 5b c3 0f 57 c0 66 0f 2f c8 76 24 f2 0f 58 c9 0f 28 c1 e8 01 6a 00 | 0.(|$.H..@[..W.f./.v$..X..(...j. |
| 1c60 | 00 f2 0f 59 c7 f2 0f 58 c6 0f 28 74 24 30 0f 28 7c 24 20 48 83 c4 40 5b c3 0f 28 d7 0f 28 ce 48 | ...Y...X..(t$0.(|$.H..@[..(..(.H |
| 1c80 | 8b cb 0f 28 74 24 30 0f 28 7c 24 20 48 83 c4 40 5b e9 5a ff ff ff cc cc cc cc cc cc cc cc cc cc | ...(t$0.(|$.H..@[.Z............. |
| 1ca0 | 40 53 48 83 ec 50 48 8b d9 0f 29 74 24 40 48 8b 09 0f 29 7c 24 30 0f 28 f9 44 0f 29 44 24 20 44 | @SH..PH...)t$@H...)|$0.(.D.)D$.D |
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| 1ce0 | 48 8b 0b ff 53 18 0f 28 de f2 0f 5c d8 66 0f 2f f3 76 ed 0f 28 c3 e8 67 69 00 00 0f 57 05 5e 1a | H...S..(...\.f./.v..(..gi...W.^. |
| 1d00 | 05 00 e8 5b 69 00 00 0f 28 74 24 40 f2 41 0f 59 c0 44 0f 28 44 24 20 f2 0f 5c f8 0f 28 c7 0f 28 | ...[i...(t$@.A.Y.D.(D$...\..(..( |
| 1d20 | 7c 24 30 48 83 c4 50 5b c3 cc cc cc cc cc cc cc 40 53 48 83 ec 50 48 8b d9 0f 29 74 24 40 48 8b | |$0H..P[........@SH..PH...)t$@H. |
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| 1fc0 | 74 24 40 0f 28 7c 24 30 44 0f 28 44 24 20 48 83 c4 50 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc | t$@.(|$0D.(D$.H..P[............. |
| 1fe0 | 40 53 48 83 ec 50 0f 29 74 24 40 48 8b d9 0f 28 f2 0f 29 7c 24 30 44 0f 29 44 24 20 0f 28 d3 44 | @SH..P.)t$@H...(..)|$0D.)D$..(.D |
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| 2020 | ff ff f2 0f 59 05 16 16 05 00 0f 28 74 24 40 f2 41 0f 59 c0 44 0f 28 44 24 20 f2 0f 5e f8 0f 28 | ....Y......(t$@.A.Y.D.(D$...^..( |
| 2040 | c7 0f 28 7c 24 30 48 83 c4 50 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ..(|$0H..P[..................... |
| 2060 | 40 53 48 83 ec 50 0f 29 74 24 40 48 8b d9 0f 29 7c 24 30 0f 28 f2 44 0f 29 44 24 20 0f 28 f9 e8 | @SH..P.)t$@H...)|$0.(.D.)D$..(.. |
| 2080 | 9c eb ff ff 44 0f 28 c0 f2 0f 59 c7 f2 44 0f 59 c0 0f 28 c6 f2 0f 59 05 e4 15 05 00 41 0f 28 d8 | ....D.(...Y..D.Y..(...Y.....A.(. |
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| 20c0 | 58 f6 f2 0f 5e ce f2 44 0f 59 c1 f2 44 0f 58 c7 ff 53 18 41 0f 28 d0 0f 28 cf f2 0f 58 d7 f2 0f | X...^..D.Y..D.X..S.A.(..(...X... |
| 20e0 | 5e ca 66 0f 2f c8 72 06 41 0f 28 c0 eb 0c f2 0f 59 ff f2 41 0f 5e f8 0f 28 c7 0f 28 74 24 40 0f | ^.f./.r.A.(.....Y..A.^..(..(t$@. |
| 2100 | 28 7c 24 30 44 0f 28 44 24 20 48 83 c4 50 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | (|$0D.(D$.H..P[................. |
| 2120 | 40 53 48 81 ec b0 00 00 00 0f 29 bc 24 90 00 00 00 0f 28 c2 44 0f 29 6c 24 30 0f 28 fa 44 0f 28 | @SH.......).$.....(.D.)l$0.(.D.( |
| 2140 | e9 48 8b d9 ff 15 26 c5 04 00 66 83 f8 02 75 0d f2 0f 10 05 d0 15 05 00 e9 b8 02 00 00 f2 0f 10 | .H....&...f...u................. |
| 2160 | 05 bb 21 07 00 66 0f 2f c7 76 23 48 8b 0b ff 53 18 f2 0f 59 05 c7 14 05 00 f2 0f 5c 05 af 21 07 | ..!..f./.v#H...S...Y.......\..!. |
| 2180 | 00 f2 0f 59 05 d7 14 05 00 e9 87 02 00 00 f2 0f 10 05 1a 14 05 00 66 0f 2f c7 0f 29 b4 24 a0 00 | ...Y..................f./..).$.. |
| 21a0 | 00 00 44 0f 29 84 24 80 00 00 00 44 0f 29 4c 24 70 76 19 f2 44 0f 10 0d 74 21 07 00 45 0f 28 c1 | ..D.).$....D.)L$pv..D...t!..E.(. |
| 21c0 | f2 44 0f 5e c7 f2 44 0f 58 c7 eb 6e f2 0f 10 05 44 15 05 00 66 0f 2f c7 0f 82 d0 01 00 00 f2 44 | .D.^..D.X..n....D...f./........D |
| 21e0 | 0f 10 0d 49 21 07 00 0f 28 c7 f2 0f 59 05 8e 14 05 00 f2 0f 59 c7 f2 41 0f 58 c1 e8 7a 64 00 00 | ...I!...(...Y.......Y..A.X..zd.. |
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| 2220 | 0f 5e f1 44 0f 28 c6 f2 0f 58 f6 f2 45 0f 59 c0 f2 45 0f 58 c1 f2 44 0f 5e c6 48 8b 0b 44 0f 29 | .^.D.(...X..E.Y..E.X..D.^.H..D.) |
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| 2280 | f2 45 0f 58 d1 f2 44 0f 5e d0 f2 41 0f 5c f2 f2 0f 59 f7 ff 53 18 f2 44 0f 10 35 a1 13 05 00 45 | .E.X..D.^..A.\...Y..S..D..5....E |
| 22a0 | 0f 57 db 41 0f 28 ce 0f 28 d0 f2 0f 5c ce f2 0f 59 ce f2 0f 5c c8 66 41 0f 2f cb 73 74 0f 1f 00 | .W.A.(..(...\...Y...\.fA./.st... |
| 22c0 | 0f 28 c6 f2 0f 5e c2 e8 96 63 00 00 f2 41 0f 58 c1 f2 0f 5c c6 66 41 0f 2f c3 73 55 48 8b 0b ff | .(...^...c...A.X...\.fA./.sUH... |
| 22e0 | 53 18 f2 41 0f 59 c4 e8 58 63 00 00 48 8b 0b 44 0f 28 d0 f2 45 0f 59 d0 f2 41 0f 58 c0 41 0f 28 | S..A.Y..Xc..H..D.(..E.Y..A.X.A.( |
| 2300 | f0 f2 45 0f 58 d1 f2 44 0f 5e d0 f2 41 0f 5c f2 f2 0f 59 f7 ff 53 18 41 0f 28 ce 0f 28 d0 f2 0f | ..E.X..D.^..A.\...Y..S.A.(..(... |
| 2320 | 5c ce f2 0f 59 ce f2 0f 5c c8 66 41 0f 2f cb 72 8f 41 0f 28 c2 e8 fe 62 00 00 48 8b 0b 0f 28 f0 | \...Y...\.fA./.r.A.(...b..H...(. |
| 2340 | ff 53 18 f2 0f 10 0d bd 12 05 00 66 0f 2f c8 44 0f 28 74 24 20 44 0f 28 54 24 60 76 07 0f 57 35 | .S.........f./.D.(t$.D.(T$`v..W5 |
| 2360 | fc 13 05 00 f2 0f 10 0d 24 13 05 00 f2 41 0f 58 f5 0f 28 c6 0f 54 05 e5 1f 07 00 f2 41 0f 58 c4 | ........$....A.X..(..T......A.X. |
| 2380 | e8 d7 62 00 00 33 c0 f2 41 0f 5c c4 44 0f 28 64 24 40 66 44 0f 2f de 44 0f 28 5c 24 50 0f 97 c0 | ..b..3..A.\.D.(d$@fD./.D.(\$P... |
| 23a0 | 85 c0 74 5a f2 0f 59 05 ac 1f 07 00 eb 50 48 8b cb e8 6a e8 ff ff 0f 28 f0 f2 0f 10 05 6f 1f 07 | ..tZ..Y......PH...j....(.....o.. |
| 23c0 | 00 f2 0f 5e c7 e8 b0 62 00 00 f2 0f 10 0d 76 13 05 00 f2 0f 59 f0 f2 41 0f 58 f5 66 0f 2f ce 76 | ...^...b......v.....Y..A.X.f./.v |
| 23e0 | 08 f2 0f 58 35 a7 12 05 00 66 0f 2f 35 6f 12 05 00 76 08 f2 0f 58 35 55 13 05 00 0f 28 c6 44 0f | ...X5....f./5o...v...X5U....(.D. |
| 2400 | 28 84 24 80 00 00 00 0f 28 b4 24 a0 00 00 00 44 0f 28 4c 24 70 0f 28 bc 24 90 00 00 00 44 0f 28 | (.$.....(.$....D.(L$p.(.$....D.( |
| 2420 | 6c 24 30 48 81 c4 b0 00 00 00 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | l$0H......[..................... |
| 2440 | 48 83 ec 78 0f 29 74 24 60 48 8b c1 48 8b 09 0f 28 f2 0f 29 7c 24 50 f2 0f 5c f1 44 0f 29 44 24 | H..x.)t$`H..H...(..)|$P..\.D.)D$ |
| 2460 | 40 0f 28 fb 44 0f 29 4c 24 30 44 0f 28 c3 44 0f 29 54 24 20 f2 44 0f 5c c1 44 0f 28 d2 44 0f 28 | @.(.D.)L$0D.(.D.)T$..D.\.D.(.D.( |
| 2480 | c9 ff 50 18 0f 28 e6 0f 28 d8 f2 41 0f 5e e0 66 0f 2f e0 72 18 f2 41 0f 59 f0 f2 0f 59 f0 0f 28 | ..P..(..(..A.^.f./.r..A.Y...Y..( |
| 24a0 | c6 e8 d4 61 00 00 f2 41 0f 58 c1 eb 29 f2 0f 10 0d 7b 1e 07 00 0f 28 c7 f2 41 0f 5c c2 f2 0f 5c | ...a...A.X..)....{....(..A.\...\ |
| 24c0 | cb f2 41 0f 59 c0 f2 0f 59 c1 e8 ab 61 00 00 f2 0f 5c f8 0f 28 c7 0f 28 74 24 60 0f 28 7c 24 50 | ..A.Y...Y...a....\..(..(t$`.(|$P |
| 24e0 | 44 0f 28 44 24 40 44 0f 28 4c 24 30 44 0f 28 54 24 20 48 83 c4 78 c3 cc cc cc cc cc cc cc cc cc | D.(D$@D.(L$0D.(T$.H..x.......... |
| 2500 | 40 53 48 83 ec 40 66 0f 2f 0d a2 11 05 00 48 8b d9 72 0a 48 83 c4 40 5b e9 f3 23 00 00 0f 57 c0 | @SH..@f./.....H..r.H..@[..#...W. |
| 2520 | 66 0f 2e c8 7a 0a 75 08 33 c0 48 83 c4 40 5b c3 0f 57 0d 29 12 05 00 48 89 7c 24 50 0f 28 c1 0f | f...z.u.3.H..@[..W.)...H.|$P.(.. |
| 2540 | 29 74 24 30 0f 29 7c 24 20 e8 fc 60 00 00 48 8b 0b 0f 28 f8 33 ff ff 53 18 66 0f 2f c7 0f 28 f0 | )t$0.)|$...`..H...(.3..S.f./..(. |
| 2560 | 76 13 48 8b 0b 48 ff c7 ff 53 18 f2 0f 59 f0 66 0f 2f f7 77 ed 0f 28 7c 24 20 48 8b c7 48 8b 7c | v.H..H...S...Y.f./.w..(|$.H..H.| |
| 2580 | 24 50 0f 28 74 24 30 48 83 c4 40 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | $P.(t$0H..@[.................... |
| 25a0 | 40 53 48 83 ec 30 0f 29 74 24 20 48 8b d9 0f 28 f2 e8 8a ed ff ff 0f 28 c8 48 8b cb f2 0f 10 05 | @SH..0.)t$.H...(.......(.H...... |
| 25c0 | 6c 1d 07 00 f2 0f 5c c6 f2 0f 5e c6 f2 0f 59 c8 0f 28 74 24 20 48 83 c4 30 5b e9 21 ff ff ff cc | l.....\...^...Y..(t$.H..0[.!.... |
| 25e0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 20 49 8b d8 4d 85 c0 0f 84 88 00 | ................@SH...I..M...... |
| 2600 | 00 00 0f 57 c0 66 0f 2e c8 7a 02 74 7d f2 0f 10 05 f3 0f 05 00 0f 57 d2 66 0f 2f c1 48 8b d3 f2 | ...W.f...z.t}.........W.f./.H... |
| 2620 | 0f 10 05 a1 10 05 00 f2 48 0f 2a d3 72 21 f2 0f 59 d1 66 0f 2f c2 0f 28 d1 72 0a 48 83 c4 20 5b | ........H.*.r!..Y.f./..(.r.H...[ |
| 2640 | e9 db 1c 00 00 48 83 c4 20 5b e9 01 12 00 00 f2 0f 10 1d d9 1c 07 00 f2 0f 5c d9 f2 0f 59 d3 66 | .....H...[...............\...Y.f |
| 2660 | 0f 2f c2 0f 28 d3 72 11 e8 b3 1c 00 00 48 2b d8 48 8b c3 48 83 c4 20 5b c3 e8 d2 11 00 00 48 2b | ./..(.r......H+.H..H...[......H+ |
| 2680 | d8 48 8b c3 48 83 c4 20 5b c3 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H..H...[.3.H...[............... |
| 26a0 | 48 8b c4 53 48 81 ec a0 00 00 00 0f 29 70 e8 0f 28 c1 0f 29 78 d8 48 8b d9 44 0f 29 40 c8 44 0f | H..SH.......)p..(..)x.H..D.)@.D. |
| 26c0 | 29 48 b8 44 0f 28 c9 44 0f 29 50 a8 44 0f 29 58 98 f2 44 0f 10 1d 86 10 05 00 44 0f 29 60 88 41 | )H.D.(.D.)P.D.)X..D.......D.)`.A |
| 26e0 | 0f 57 c3 44 0f 29 6c 24 20 e8 52 3f 00 00 48 8b 0b 44 0f 28 e0 ff 53 18 66 41 0f 2f c1 0f 28 f8 | .W.D.)l$..R?..H..D.(..S.fA./..(. |
| 2700 | 0f 83 8c 00 00 00 f2 44 0f 10 2d 21 1c 07 00 45 0f 57 d2 48 8b 0b ff 53 18 f2 41 0f 59 c4 ff 15 | .......D..-!...E.W.H...S..A.Y... |
| 2720 | 44 bf 04 00 44 0f 28 c0 45 0f 57 c3 41 0f 28 c8 f2 41 0f 59 c8 66 0f 2f cf 72 4b 0f 28 c7 e8 1f | D...D.(.E.W.A.(..A.Y.f./.rK.(... |
| 2740 | 5f 00 00 0f 28 f0 41 0f 28 c0 e8 13 5f 00 00 f2 0f 5e f0 f2 41 0f 58 f5 0f 28 c6 e8 f6 5e 00 00 | _...(.A.(..._....^..A.X..(...^.. |
| 2760 | f2 48 0f 2c c0 48 83 f8 01 7c 09 66 41 0f 2e fa 7a 25 75 23 48 8b 0b ff 53 18 66 41 0f 2f c1 0f | .H.,.H...|.fA...z%u#H...S.fA./.. |
| 2780 | 28 f8 72 8f eb 0c 66 41 0f 2f f8 b8 02 00 00 00 72 05 b8 01 00 00 00 4c 8d 9c 24 a0 00 00 00 41 | (.r...fA./......r......L..$....A |
| 27a0 | 0f 28 73 f0 41 0f 28 7b e0 45 0f 28 43 d0 45 0f 28 4b c0 45 0f 28 53 b0 45 0f 28 5b a0 45 0f 28 | .(s.A.({.E.(C.E.(K.E.(S.E.([.E.( |
| 27c0 | 63 90 45 0f 28 6b 80 49 8b e3 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | c.E.(k.I..[..................... |
| 27e0 | 48 83 ec 48 66 0f 2f 0d 0c 0e 05 00 44 0f 29 44 24 20 44 0f 28 c1 72 0f 44 0f 28 44 24 20 48 83 | H..Hf./.....D.)D$.D.(.r.D.(D$.H. |
| 2800 | c4 48 e9 59 00 00 00 0f 29 7c 24 30 e8 1f de ff ff 44 0f 57 05 47 0f 05 00 0f 28 f8 41 0f 28 c0 | .H.Y....)|$0.....D.W.G....(.A.(. |
| 2820 | e8 1b 3e 00 00 f2 0f 5e f8 0f 57 3d 30 0f 05 00 0f 28 c7 e8 06 5e 00 00 0f 28 7c 24 30 44 0f 28 | ..>....^..W=0....(...^...(|$0D.( |
| 2840 | 44 24 20 f2 48 0f 2c c0 48 83 c4 48 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | D$..H.,.H..H.................... |
| 2860 | 40 53 48 83 ec 50 0f 29 74 24 40 48 8b d1 48 8b 09 0f 28 f1 0f 29 7c 24 30 bb 01 00 00 00 44 0f | @SH..P.)t$@H..H...(..)|$0.....D. |
| 2880 | 29 44 24 20 0f 28 f9 f2 44 0f 10 05 a0 1a 07 00 f2 44 0f 5c c1 ff 52 18 66 0f 2f c7 76 14 66 90 | )D$..(..D........D.\..R.f./.v.f. |
| 28a0 | f2 41 0f 59 f0 48 ff c3 f2 0f 58 fe 66 0f 2f c7 77 ee 0f 28 74 24 40 48 8b c3 0f 28 7c 24 30 44 | .A.Y.H....X.f./.w..(t$@H...(|$0D |
| 28c0 | 0f 28 44 24 20 48 83 c4 50 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .(D$.H..P[...................... |
| 28e0 | 48 8b c4 53 48 81 ec 90 00 00 00 f2 0f 10 05 4d 0d 05 00 48 8b d9 0f 29 70 e8 0f 29 78 d8 f2 0f | H..SH..........M...H...)p..)x... |
| 2900 | 10 3d 2a 1a 07 00 44 0f 29 40 c8 44 0f 28 c1 44 0f 29 48 b8 f2 44 0f 5c c7 44 0f 29 50 a8 44 0f | .=*...D.)@.D.(.D.)H..D.\.D.)P.D. |
| 2920 | 29 58 98 44 0f 29 60 88 41 0f 28 c8 e8 3d 5d 00 00 f2 44 0f 10 15 1e 1a 07 00 44 0f 28 c8 f2 44 | )X.D.)`.A.(..=]...D.......D.(..D |
| 2940 | 0f 10 25 09 1a 07 00 f2 45 0f 5e d0 0f 1f 40 00 48 8b 0b ff 53 18 48 8b 0b 0f 28 f7 f2 0f 5c f0 | ..%.....E.^...@.H...S.H...(...\. |
| 2960 | ff 53 18 44 0f 28 d8 41 0f 28 ca 0f 28 c6 e8 fb 5c 00 00 e8 de 5c 00 00 66 41 0f 2f c4 0f 28 f0 | .S.D.(.A.(..(...\....\..fA./..(. |
| 2980 | 77 ce 66 0f 2f f8 77 c8 0f 28 c7 41 0f 28 c8 f2 0f 5e c6 f2 0f 58 c7 e8 d2 5c 00 00 0f 28 c8 0f | w.f./.w..(.A.(...^...X...\...(.. |
| 29a0 | 28 de f2 41 0f 59 db f2 0f 5c cf 41 0f 28 d1 f2 0f 5c d7 f2 41 0f 5e c1 f2 0f 59 d9 f2 0f 5e da | (..A.Y...\.A.(...\..A.^...Y...^. |
| 29c0 | 66 0f 2f c3 72 8a 0f 28 7c 24 70 4c 8d 9c 24 90 00 00 00 45 0f 28 43 d0 45 0f 28 4b c0 45 0f 28 | f./.r..(|$pL..$....E.(C.E.(K.E.( |
| 29e0 | 53 b0 45 0f 28 5b a0 45 0f 28 63 90 f2 48 0f 2c c6 41 0f 28 73 f0 49 8b e3 5b c3 cc cc cc cc cc | S.E.([.E.(c..H.,.A.(s.I..[...... |
| 2a00 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 74 24 10 57 48 83 ec 20 48 8b f2 48 8b f9 | ................H.t$.WH...H..H.. |
| 2a20 | 48 85 d2 75 0d 33 c0 48 8b 74 24 38 48 83 c4 20 5f c3 48 89 5c 24 30 48 8b de 48 d1 eb 48 0b de | H..u.3.H.t$8H..._.H.\$0H..H..H.. |
| 2a40 | 48 8b c3 48 c1 e8 02 48 0b d8 48 8b c3 48 c1 e8 04 48 0b d8 48 8b c3 48 c1 e8 08 48 0b d8 48 8b | H..H...H..H..H...H..H..H...H..H. |
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| 2aa0 | 48 8b 0f ff 57 08 48 23 c3 48 3b c6 77 f2 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 cc cc | H...W.H#.H;.w.H.\$0H.t$8H..._... |
| 2ac0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ................H.\$.H.l$.H.t$.W |
| 2ae0 | 48 83 ec 20 49 8b e9 49 8b f8 48 8b f2 48 8b d9 4d 85 c0 75 05 48 8b c2 eb 66 b8 ff ff ff ff 48 | H...I..I..H..H..M..u.H...f.....H |
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| 2ce0 | 66 03 c3 48 8b 5c 24 40 48 83 c4 30 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | f..H.\$@H..0_................... |
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| 30a0 | 40 53 56 57 41 55 41 57 48 83 ec 20 45 8b e8 49 8b f1 44 8b fa 48 8b d9 45 85 c0 75 22 4d 85 c9 | @SVWAUAWH...E..I..D..H..E..u"M.. |
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| 3360 | 85 db 75 1b 49 8b 0e bb 01 00 00 00 41 ff 56 10 8b c8 41 ba ff ff 00 00 0f b7 44 24 70 eb 05 ff | ..u.I.......A.V...A.......D$p... |
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| 3440 | 40 55 57 41 54 41 55 41 56 48 83 ec 20 49 8b e9 45 0f b6 e8 44 0f b6 e2 4c 8b f1 45 84 c0 75 23 | @UWATAUAVH...I..E...D...L..E..u# |
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| 34c0 | 41 8d 04 0c 88 04 1e 48 ff c6 48 3b f5 7c d8 e9 3a 01 00 00 80 7c 24 70 00 4c 89 7c 24 68 74 66 | A......H..H;.|..:....|$p.L.|$htf |
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| 3860 | 81 ec 30 01 00 00 41 83 39 00 49 8b d9 0f 29 70 b8 4c 8b f2 0f 29 78 a8 4c 8b f9 44 0f 29 40 98 | ..0...A.9.I...)p.L...)x.L..D.)@. |
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| 3940 | 44 24 48 f2 41 0f 10 41 68 f2 0f 11 84 24 68 01 00 00 f2 41 0f 10 41 78 f2 0f 11 84 24 78 01 00 | D$H.A..Ah....$h....A..Ax....$x.. |
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| 39a0 | e2 4d 89 71 10 41 c7 01 01 00 00 00 66 44 0f 2f e2 f2 44 0f 11 a4 24 60 01 00 00 76 0d f2 0f 11 | .M.q.A......fD./..D...$`...v.... |
| 39c0 | 94 24 60 01 00 00 44 0f 28 e2 45 0f 57 c9 f2 45 0f 11 61 18 f2 4d 0f 2a ce 45 0f 28 f8 41 0f 28 | .$`...D.(.E.W..E..a..M.*.E.(.A.( |
| 39e0 | f1 f2 45 0f 5c fc f2 41 0f 59 f4 f2 44 0f 11 7c 24 28 0f 28 fe f2 45 0f 11 79 20 f2 41 0f 58 fc | ..E.\..A.Y..D..|$(.(..E..y..A.X. |
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| 3a20 | 56 4c 00 00 f2 0f 59 05 1c fc 04 00 41 0f 28 cf f2 0f 59 0d 50 fc 04 00 f2 0f 5c c1 e8 15 4c 00 | VL....Y.....A.(...Y.P.....\...L. |
| 3a40 | 00 f2 0f 10 1d 77 fc 04 00 0f 57 c9 f2 48 0f 2a ce 44 0f 28 d0 0f 28 d7 0f 28 e9 f2 45 0f 58 d3 | .....w....W..H.*.D.(..(..(..E.X. |
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| 3aa0 | cf 44 0f 28 eb f2 0f 11 5c 24 48 f2 0f 5c d4 f2 0f 11 64 24 20 0f 28 c4 f2 0f 11 63 48 f2 41 0f | .D.(....\$H..\....d$..(....cH.A. |
| 3ac0 | 59 c4 f2 44 0f 58 eb f2 0f 11 6c 24 40 f2 0f 11 6b 50 f2 0f 11 5b 58 f2 0f 5c c8 0f 28 c5 f2 41 | Y..D.X....l$@...kP...[X..\..(..A |
| 3ae0 | 0f 59 c7 f2 45 0f 58 e8 f2 0f 5e d1 0f 28 cd f2 45 0f 59 ea f2 0f 5c cf 44 0f 28 f2 f2 45 0f 59 | .Y..E.X...^..(..E.Y...\.D.(..E.Y |
| 3b00 | f3 f2 44 0f 11 6b 70 f2 0f 5e c8 f2 45 0f 58 f0 0f 28 c1 f2 41 0f 59 c3 f2 44 0f 59 f2 0f 28 d3 | ..D..kp..^..E.X..(..A.Y..D.Y..(. |
| 3b20 | f2 41 0f 58 c0 f2 44 0f 11 73 60 f2 0f 59 c1 0f 28 cb f2 41 0f 5e ce f2 0f 11 84 24 68 01 00 00 | .A.X..D..s`..Y..(..A.^.....$h... |
| 3b40 | f2 41 0f 58 cd f2 0f 11 43 68 f2 0f 11 8c 24 78 01 00 00 f2 0f 11 4b 78 f2 0f 5e d0 f2 0f 58 d1 | .A.X....Ch....$x......Kx..^...X. |
| 3b60 | f2 0f 11 54 24 38 f2 0f 11 93 80 00 00 00 f2 45 0f 59 cc 0f 57 c0 48 89 ac 24 28 01 00 00 f2 48 | ...T$8.........E.Y..W.H..$(....H |
| 3b80 | 0f 2a c6 f2 45 0f 59 cf f2 44 0f 11 6c 24 58 f2 44 0f 11 74 24 60 f2 0f 11 44 24 68 f2 44 0f 11 | .*..E.Y..D..l$X.D..t$`...D$h.D.. |
| 3ba0 | 4c 24 70 f2 44 0f 10 bc 24 68 01 00 00 0f 1f 00 49 8b 0f 41 ff 57 18 49 8b 0f 0f 28 f0 f2 0f 59 | L$p.D...$h......I..A.W.I...(...Y |
| 3bc0 | 74 24 38 41 ff 57 18 66 41 0f 2f f2 0f 28 f8 0f 86 ac 06 00 00 66 41 0f 2f f5 0f 86 93 00 00 00 | t$8A.W.fA./..(.......fA./....... |
| 3be0 | e8 7d 4a 00 00 66 0f 2f b4 24 78 01 00 00 0f 28 c8 76 40 f2 0f 10 44 24 40 f2 41 0f 5e cf f2 0f | .}J..f./.$x....(.v@...D$@.A.^... |
| 3c00 | 5c c1 e8 4f 4a 00 00 f2 48 0f 2c f8 49 3b fe 7f 9f 0f 57 c0 66 0f 2e f8 7a 02 74 94 f2 0f 5c b4 | \..OJ...H.,.I;....W.f...z.t...\. |
| 3c20 | 24 78 01 00 00 f2 0f 59 f7 f2 41 0f 59 f7 e9 96 00 00 00 f2 41 0f 5e ce f2 0f 58 4c 24 20 0f 28 | $x.....Y..A.Y.......A.^...XL$..( |
| 3c40 | c1 e8 10 4a 00 00 f2 48 0f 2c f8 48 85 ff 0f 88 5c ff ff ff 0f 57 c0 66 0f 2e f8 7a 06 0f 84 4d | ...J...H.,.H....\....W.f...z...M |
| 3c60 | ff ff ff f2 41 0f 5c f5 f2 0f 59 f7 f2 41 0f 59 f6 eb 56 f2 0f 10 4c 24 68 f2 41 0f 5c f2 f2 0f | ....A.\...Y..A.Y..V...L$h.A.\... |
| 3c80 | 5e 74 24 48 f2 0f 58 74 24 20 0f 28 c6 0f 28 f7 f2 0f 59 74 24 48 f2 0f 5c c8 f2 41 0f 58 cb f2 | ^t$H..Xt$..(..(...Yt$H..\..A.X.. |
| 3ca0 | 41 0f 58 f0 0f 54 0d b5 06 07 00 f2 41 0f 5e ca f2 0f 5c f1 66 41 0f 2f f0 0f 87 f1 fe ff ff e8 | A.X..T......A.^...\.fA./........ |
| 3cc0 | 92 49 00 00 f2 48 0f 2c f8 48 8b ef 48 2b ee 48 8b c5 48 99 48 33 c2 48 2b c2 48 83 f8 14 0f 8e | .I...H.,.H..H+.H..H.H3.H+.H..... |
| 3ce0 | ee 02 00 00 41 0f 28 c1 0f 57 c9 f2 41 0f 59 c3 f2 48 0f 2a c8 f2 41 0f 5c c0 66 0f 2f c1 0f 86 | ....A.(..W..A.Y..H.*..A.\.f./... |
| 3d00 | ce 02 00 00 0f 28 f9 45 0f 57 c0 f2 0f 5e 3d 45 f9 04 00 48 0f af c0 f2 0f 58 3d f1 f8 04 00 0f | .....(.E.W...^=E...H.....X=..... |
| 3d20 | 28 c6 f2 0f 59 f9 48 f7 d8 f2 41 0f 5e c9 f2 0f 58 3d ba f8 04 00 f2 4c 0f 2a c0 f2 41 0f 5e f9 | (...Y.H...A.^...X=.....L.*..A.^. |
| 3d40 | f2 41 0f 58 fb f2 0f 59 f9 41 0f 28 c9 f2 41 0f 58 c9 f2 44 0f 5e c1 e8 06 49 00 00 41 0f 28 c8 | .A.X...Y.A.(..A.X..D.^...I..A.(. |
| 3d60 | 44 0f 28 f8 f2 0f 5c cf 66 0f 2f c8 0f 87 2c 05 00 00 f2 44 0f 58 c7 66 41 0f 2f c0 f2 44 0f 10 | D.(...\.f./...,....D.X.fA./..D.. |
| 3d80 | 05 ab 05 07 00 0f 87 18 fe ff ff 45 0f 57 c9 48 8d 47 01 45 0f 57 ed 0f 57 ff f2 4c 0f 2a e8 48 | ...........E.W.H.G.E.W..W..L.*.H |
| 3da0 | 8d 46 01 49 8b de 48 2b de 45 0f 57 f6 f2 48 0f 2a f8 48 8d 43 01 45 0f 28 d5 f2 4c 0f 2a c8 49 | .F.I..H+.E.W..H.*.H.C.E.(..L.*.I |
| 3dc0 | 8b c6 48 2b c7 48 ff c0 0f 28 f7 f2 45 0f 59 d5 41 0f 28 c1 f2 0f 59 f7 f2 4c 0f 2a f0 45 0f 28 | ..H+.H...(..E.Y.A.(...Y..L.*.E.( |
| 3de0 | c1 f2 41 0f 5e c6 45 0f 28 de f2 45 0f 59 c1 f2 45 0f 59 de e8 69 48 00 00 44 0f 28 e0 0f 57 c9 | ..A.^.E.(..E.Y..E.Y..iH..D.(..W. |
| 3e00 | 0f 28 c7 f2 41 0f 5e c5 f2 48 0f 2a cb f2 0f 58 0d f3 f7 04 00 f2 44 0f 59 e1 e8 43 48 00 00 f2 | .(..A.^..H.*...X......D.Y..CH... |
| 3e20 | 0f 59 44 24 30 41 0f 28 cd f2 0f 59 4c 24 28 f2 44 0f 58 e0 41 0f 28 c6 f2 0f 59 84 24 60 01 00 | .YD$0A.(...YL$(.D.X.A.(...Y.$`.. |
| 3e40 | 00 f2 0f 5e c1 e8 18 48 00 00 f2 0f 10 15 8e f8 04 00 0f 57 c9 f2 0f 10 1d 73 f8 04 00 f2 0f 10 | ...^...H...........W.....s...... |
| 3e60 | 25 73 f8 04 00 f2 0f 10 2d 83 f8 04 00 f2 48 0f 2a cd f2 0f 59 c1 0f 28 cb f2 44 0f 58 e0 0f 28 | %s......-.....H.*...Y..(..D.X..( |
| 3e80 | c2 f2 0f 5e c6 f2 0f 5c c8 0f 28 c4 f2 0f 5e ce f2 0f 5c c1 0f 28 cd f2 0f 5e c6 f2 0f 5c c8 f2 | ...^...\..(...^...\..(...^...\.. |
| 3ea0 | 0f 5e ce f2 0f 10 35 4d f8 04 00 0f 28 c6 f2 0f 5c c1 0f 28 cb f2 0f 5e c7 f2 0f 10 3d 47 f8 04 | .^....5M....(...\..(...^....=G.. |
| 3ec0 | 00 f2 0f 5e c7 f2 44 0f 58 e0 0f 28 c2 f2 41 0f 5e c0 f2 0f 5c c8 0f 28 c4 f2 41 0f 5e c8 f2 0f | ...^..D.X..(..A.^...\..(..A.^... |
| 3ee0 | 5c c1 0f 28 cd f2 41 0f 5e c0 f2 0f 5c c8 0f 28 c6 f2 41 0f 5e c8 f2 0f 5c c1 0f 28 cb f2 41 0f | \..(..A.^...\..(..A.^...\..(..A. |
| 3f00 | 5e c1 f2 0f 5e c7 f2 44 0f 58 e0 0f 28 c2 f2 41 0f 5e c2 f2 0f 5c c8 0f 28 c4 f2 41 0f 5e ca f2 | ^...^..D.X..(..A.^...\..(..A.^.. |
| 3f20 | 0f 5c c1 0f 28 cd f2 41 0f 5e c2 f2 0f 5c c8 0f 28 c6 f2 41 0f 5e ca f2 0f 5c c1 0f 28 cb f2 41 | .\..(..A.^...\..(..A.^...\..(..A |
| 3f40 | 0f 5e c5 f2 0f 5e c7 f2 44 0f 58 e0 0f 28 c2 f2 41 0f 5e c3 f2 0f 5c c8 0f 28 c4 f2 41 0f 5e cb | .^...^..D.X..(..A.^...\..(..A.^. |
| 3f60 | f2 0f 5c c1 0f 28 cd f2 41 0f 5e c3 f2 0f 5c c8 0f 28 c6 f2 41 0f 5e cb f2 44 0f 10 1d 87 f6 04 | ..\..(..A.^...\..(..A.^..D...... |
| 3f80 | 00 f2 0f 5c c1 f2 41 0f 5e c6 f2 0f 5e c7 f2 44 0f 58 e0 66 45 0f 2f fc 0f 86 00 03 00 00 f2 44 | ...\..A.^...^..D.X.fE./........D |
| 3fa0 | 0f 10 4c 24 70 f2 44 0f 10 05 82 03 07 00 f2 44 0f 10 54 24 50 f2 44 0f 10 a4 24 60 01 00 00 f2 | ..L$p.D........D..T$P.D...$`.... |
| 3fc0 | 44 0f 10 6c 24 58 f2 44 0f 10 74 24 60 e9 d1 fb ff ff 49 8d 46 01 41 0f 28 e4 0f 57 ed 41 0f 28 | D..l$X.D..t$`.....I.F.A.(..W.A.( |
| 3fe0 | d8 f2 0f 5e 64 24 28 f2 48 0f 2a e8 f2 0f 59 ec 48 3b f7 0f 8d 48 01 00 00 48 8d 4e 01 48 3b cf | ...^d$(.H.*...Y.H;...H...H.N.H;. |
| 4000 | 0f 8f 6f 02 00 00 48 8b c7 48 2b c1 48 ff c0 48 83 f8 08 0f 8c fb 00 00 00 4c 8d 47 f9 48 8d 51 | ..o...H..H+.H..H.........L.G.H.Q |
| 4020 | 02 0f 1f 40 00 66 66 66 0f 1f 84 00 00 00 00 00 0f 57 c0 48 8d 42 ff f2 48 0f 2a c0 48 8d 42 01 | ...@.fff.........W.H.B..H.*.H.B. |
| 4040 | 0f 28 d5 0f 28 cd f2 0f 5e d0 0f 57 c0 f2 48 0f 2a c1 48 83 c1 08 f2 0f 5c d4 f2 0f 5e c8 0f 57 | .(..(...^..W..H.*.H.....\...^..W |
| 4060 | c0 f2 0f 5c cc f2 48 0f 2a c2 f2 0f 59 cb 0f 28 da f2 0f 59 d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 | ...\..H.*...Y..(...Y..(...^..W.. |
| 4080 | 0f 5c cc f2 48 0f 2a c0 48 8d 42 02 f2 0f 59 d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 | .\..H.*.H.B...Y..(...^..W...\..H |
| 40a0 | 0f 2a c0 48 8d 42 03 f2 0f 59 d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 48 8d | .*.H.B...Y..(...^..W...\..H.*.H. |
| 40c0 | 42 04 f2 0f 59 d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 48 8d 42 05 48 83 c2 | B...Y..(...^..W...\..H.*.H.B.H.. |
| 40e0 | 08 f2 0f 59 d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 f2 0f 59 d9 0f 28 cd f2 | ...Y..(...^..W...\..H.*...Y..(.. |
| 4100 | 0f 5e c8 f2 0f 5c cc f2 0f 59 d9 49 3b c8 0f 8e 1c ff ff ff 48 3b cf 0f 8f 58 01 00 00 0f 57 c0 | .^...\...Y.I;.......H;...X....W. |
| 4120 | 0f 28 cd f2 48 0f 2a c1 48 ff c1 f2 0f 5e c8 f2 0f 5c cc f2 0f 59 d9 48 3b cf 7e e1 e9 34 01 00 | .(..H.*.H....^...\...Y.H;.~..4.. |
| 4140 | 00 0f 8e 2e 01 00 00 48 8d 4f 01 48 3b ce 0f 8f 21 01 00 00 48 8b c6 48 2b c1 48 ff c0 48 83 f8 | .......H.O.H;...!...H..H+.H..H.. |
| 4160 | 08 0f 8c ea 00 00 00 4c 8d 46 f9 48 8d 51 02 90 0f 57 c0 48 8d 42 ff f2 48 0f 2a c1 48 83 c1 08 | .......L.F.H.Q...W.H.B..H.*.H... |
| 4180 | 0f 28 cd 0f 28 d5 f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 48 8d 42 01 f2 0f 5e d9 0f 28 | .(..(...^..W...\..H.*.H.B...^..( |
| 41a0 | cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c2 f2 0f 5e d9 f2 0f 5e d0 0f 57 c0 0f 28 cd f2 | ...^..W...\..H.*...^...^..W..(.. |
| 41c0 | 48 0f 2a c0 48 8d 42 02 f2 0f 5c d4 f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 48 8d 42 03 | H.*.H.B...\...^..W...\..H.*.H.B. |
| 41e0 | f2 0f 5e da f2 0f 5e d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 48 8d 42 04 f2 | ..^...^..(...^..W...\..H.*.H.B.. |
| 4200 | 0f 5e d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 48 8d 42 05 48 83 c2 08 f2 0f | .^..(...^..W...\..H.*.H.B.H..... |
| 4220 | 5e d9 0f 28 cd f2 0f 5e c8 0f 57 c0 f2 0f 5c cc f2 48 0f 2a c0 f2 0f 5e d9 0f 28 cd f2 0f 5e c8 | ^..(...^..W...\..H.*...^..(...^. |
| 4240 | f2 0f 5c cc f2 0f 5e d9 49 3b c8 0f 8e 1f ff ff ff 48 3b ce 7f 1f 0f 57 c0 0f 28 cd f2 48 0f 2a | ..\...^.I;.......H;....W..(..H.* |
| 4260 | c1 48 ff c1 f2 0f 5e c8 f2 0f 5c cc f2 0f 5e d9 48 3b ce 7e e1 66 0f 2f f3 0f 87 31 f9 ff ff eb | .H....^...\...^.H;.~.f./...1.... |
| 4280 | 1d f2 0f 10 44 24 30 f2 41 0f 59 fa f2 0f 5c c7 f2 0f 58 c6 e8 bd 43 00 00 f2 48 0f 2c f8 f2 0f | ....D$0.A.Y...\...X...C...H.,... |
| 42a0 | 10 84 24 70 01 00 00 4c 8d 9c 24 30 01 00 00 48 8b ac 24 28 01 00 00 4c 2b f7 41 0f 28 73 e0 41 | ..$p...L..$0...H..$(...L+.A.(s.A |
| 42c0 | 0f 28 7b d0 45 0f 28 43 c0 45 0f 28 4b b0 45 0f 28 53 a0 45 0f 28 63 80 45 0f 28 ab 70 ff ff ff | .({.E.(C.E.(K.E.(S.E.(c.E.(.p... |
| 42e0 | 45 0f 28 b3 60 ff ff ff 45 0f 28 bb 50 ff ff ff 66 41 0f 2f c3 45 0f 28 5b 90 4c 0f 46 f7 49 8b | E.(.`...E.(.P...fA./.E.([.L.F.I. |
| 4300 | c6 49 8b e3 41 5f 41 5e 5f 5e 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .I..A_A^_^[..................... |
| 4320 | 48 8b c4 48 89 58 08 48 89 68 10 48 89 70 18 57 48 83 ec 70 41 83 39 00 49 8b d9 0f 29 70 e8 48 | H..H.X.H.h.H.p.WH..pA.9.I...)p.H |
| 4340 | 8b ea 44 0f 29 40 d8 48 8b f9 44 0f 29 48 c8 44 0f 28 ca 44 0f 29 50 b8 74 29 49 39 51 10 75 23 | ..D.)@.H..D.)H.D.(.D.)P.t)I9Q.u# |
| 4360 | f2 41 0f 10 41 08 66 0f 2e c2 7a 17 75 15 f2 45 0f 10 51 20 f2 45 0f 10 41 18 49 8b 71 30 e9 99 | .A..A.f...z.u..E..Q..E..A.I.q0.. |
| 4380 | 00 00 00 f2 44 0f 10 15 a4 ff 06 00 f2 45 0f 5c d1 44 0f 29 5c 24 20 45 0f 57 db f2 45 0f 11 49 | ....D........E.\.D.)\$.E.W..E..I |
| 43a0 | 08 49 89 69 10 41 c7 01 01 00 00 00 f2 4c 0f 2a dd 41 0f 28 c2 f2 45 0f 11 51 20 e8 a2 42 00 00 | .I.i.A.......L.*.A.(..E..Q...B.. |
| 43c0 | f2 41 0f 59 c3 e8 80 42 00 00 f2 0f 11 43 18 44 0f 28 c0 41 0f 28 f3 f2 41 0f 59 f1 0f 28 c6 f2 | .A.Y...B.....C.D.(.A.(..A.Y..(.. |
| 43e0 | 0f 11 73 58 f2 41 0f 59 c2 f2 0f 58 05 3f ff 06 00 e8 84 42 00 00 f2 0f 59 05 b2 f2 04 00 f2 0f | ..sX.A.Y...X.?.....B....Y....... |
| 4400 | 58 c6 66 41 0f 2f c3 77 04 44 0f 28 d8 f2 49 0f 2c f3 44 0f 28 5c 24 20 48 89 73 30 48 8b 0f 33 | X.fA./.w.D.(..I.,.D.(\$.H.s0H..3 |
| 4420 | db 41 0f 28 f0 ff 57 18 66 41 0f 2f c0 0f 28 d0 76 51 48 ff c3 48 3b de 7e 11 48 8b 0f 33 db 41 | .A.(..W.fA./..(.vQH..H;.~.H..3.A |
| 4440 | 0f 28 f0 ff 57 18 0f 28 d0 eb 32 0f 57 c9 f2 0f 5c d6 0f 57 c0 48 8b c5 48 2b c3 48 ff c0 f2 48 | .(..W..(..2.W...\..W.H..H+.H...H |
| 4460 | 0f 2a c3 f2 48 0f 2a c8 f2 41 0f 59 c2 f2 41 0f 59 c9 f2 0f 59 ce 0f 28 f1 f2 0f 5e f0 66 0f 2f | .*..H.*..A.Y..A.Y...Y..(...^.f./ |
| 4480 | d6 77 af 0f 28 74 24 60 4c 8d 5c 24 70 49 8b 6b 18 48 8b c3 49 8b 5b 10 49 8b 73 20 45 0f 28 43 | .w..(t$`L.\$pI.k.H..I.[.I.s.E.(C |
| 44a0 | e0 45 0f 28 4b d0 45 0f 28 53 c0 49 8b e3 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .E.(K.E.(S.I.._................. |
| 44c0 | 48 81 ec 88 00 00 00 44 0f 29 4c 24 40 f2 44 0f 10 0d 5a fe 06 00 66 41 0f 2e c1 44 0f 29 54 24 | H......D.)L$@.D...Z...fA...D.)T$ |
| 44e0 | 30 44 0f 28 d0 7a 02 74 0d 66 44 0f 2e 15 4e f1 04 00 7a 19 75 17 0f 57 c0 44 0f 28 4c 24 40 44 | 0D.(.z.t.fD...N...z.u..W.D.(L$@D |
| 4500 | 0f 28 54 24 30 48 81 c4 88 00 00 00 c3 48 89 9c 24 80 00 00 00 0f 29 74 24 70 0f 29 7c 24 60 44 | .(T$0H.......H..$.....)t$p.)|$`D |
| 4520 | 0f 29 44 24 50 44 0f 29 5c 24 20 f2 44 0f 10 1d 64 f1 04 00 66 45 0f 2f da 76 10 41 0f 28 c3 f2 | .)D$PD.)\$..D...d...fE./.v.A.(.. |
| 4540 | 41 0f 5c c2 f2 48 0f 2c d8 eb 02 33 db f2 0f 10 35 f3 6e 07 00 0f 57 ff f2 48 0f 2a fb 41 0f 28 | A.\..H.,...3....5.n...W..H.*.A.( |
| 4560 | c1 f2 41 0f 58 fa f2 0f 5e c7 f2 0f 59 c0 f2 0f 59 f0 f2 0f 58 35 c6 6e 07 00 f2 0f 59 f0 f2 0f | ..A.X...^...Y...Y...X5.n....Y... |
| 4580 | 58 35 b2 6e 07 00 f2 0f 59 f0 f2 0f 58 35 9e 6e 07 00 f2 0f 59 f0 f2 0f 58 35 8a 6e 07 00 f2 0f | X5.n....Y...X5.n....Y...X5.n.... |
| 45a0 | 59 f0 f2 0f 58 35 76 6e 07 00 f2 0f 59 f0 f2 0f 58 35 62 6e 07 00 f2 0f 59 f0 f2 0f 58 35 4e 6e | Y...X5vn....Y...X5bn....Y...X5Nn |
| 45c0 | 07 00 f2 0f 59 f0 f2 0f 58 35 3a 6e 07 00 f2 0f 59 f0 0f 28 c7 f2 0f 58 35 23 6e 07 00 e8 80 40 | ....Y...X5:n....Y..(...X5#n....@ |
| 45e0 | 00 00 f2 0f 5e f7 44 0f 28 c0 0f 28 c7 f2 0f 58 35 23 f0 04 00 f2 0f 5c 05 0b f0 04 00 66 45 0f | ....^.D.(..(...X5#.....\.....fE. |
| 4600 | 2f da 44 0f 28 5c 24 20 f2 44 0f 59 c0 f2 44 0f 58 c6 0f 28 74 24 70 f2 44 0f 5c c7 76 2a 48 83 | /.D.(\$..D.Y..D.X..(t$p.D.\.v*H. |
| 4620 | fb 01 7c 24 0f 1f 40 00 0f 1f 84 00 00 00 00 00 f2 41 0f 5c f9 0f 28 c7 e8 25 40 00 00 f2 44 0f | ..|$..@..........A.\..(..%@...D. |
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| 4ca0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 48 0f 29 7c 24 30 0f 28 f9 44 0f 29 44 | ................H..H.)|$0.(.D.)D |
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| 4d00 | 48 83 c4 48 c3 cc cc cc cc cc cc cc cc cc cc cc 48 8b d1 48 d1 ea 48 0b d1 48 8b c2 48 c1 e8 02 | H..H............H..H..H..H..H... |
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| 4d40 | d0 48 8b c2 48 c1 e8 20 48 0b c2 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H..H...H....................... |
| 4d60 | 48 89 5c 24 08 57 48 83 ec 20 83 3a 00 49 8b d8 48 8b fa 48 8b c1 75 1c 48 8b 09 ff 50 10 89 03 | H.\$.WH....:.I..H..H..u.H...P... |
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| 4e00 | 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 49 | \$0H..._........H.\$.H.t$.WH...I |
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| 4e40 | 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 41 | H..._...........H.\$.H.t$.WH...A |
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| 4f20 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 89 7c 24 20 41 56 48 83 ec 20 48 8b 7c 24 50 49 | H.\$.H.l$.H.t$.H.|$.AVH...H.|$PI |
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| 4fe0 | 48 83 c4 28 c3 48 8b 4c 24 58 d1 29 ff 0b 0f b6 01 48 8b 5c 24 20 24 01 48 83 c4 28 c3 cc cc cc | H..(.H.L$X.).....H.\$.$.H..(.... |
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| 5080 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ................H.\$.H.l$.H.t$.W |
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| 5100 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ................H.\$.H.l$.H.t$.W |
| 5120 | 41 56 41 57 48 83 ec 20 41 83 38 00 44 0f b7 fa 49 8b f9 49 8b d8 48 8b f1 45 8d 77 01 75 16 48 | AVAWH...A.8.D...I..I..H..E.w.u.H |
| 5140 | 8b 09 ff 56 10 89 07 41 b8 01 00 00 00 c7 03 01 00 00 00 eb 0e 41 0f b7 41 02 41 89 01 41 ff 08 | ...V...A.............A..A.A..A.. |
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| 51e0 | c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ................H.\$.H.l$.H.t$.W |
| 5200 | 41 56 41 57 48 83 ec 20 41 83 38 00 44 0f b6 fa 49 8b f9 49 8b d8 48 8b f1 41 8d 6f 01 75 16 48 | AVAWH...A.8.D...I..I..H..A.o.u.H |
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| 5420 | 44 24 40 48 39 84 24 b0 00 00 00 0f 8e cd 00 00 00 33 c9 4d 85 f6 0f 84 c2 00 00 00 49 83 fe 08 | D$@H9.$..........3.M........I... |
| 5440 | 0f 82 89 00 00 00 49 8d 46 ff 49 03 c5 49 8d 14 c3 49 8d 46 ff 49 8d 04 c1 4c 3b f8 77 05 49 3b | ......I.F.I..I...I.F.I...L;.w.I; |
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| 5d20 | 8b cf ff 15 90 87 04 00 48 8b 6c 24 68 33 c0 48 8b 7c 24 60 48 83 c4 70 41 5e 5e 5b c3 33 c0 48 | ........H.l$h3.H.|$`H..pA^^[.3.H |
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| 5f40 | 48 8b c1 49 f7 f2 49 0f af c3 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..I..I......................... |
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| 5fc0 | 33 d2 41 8b c1 f7 f1 44 8b c1 8b ca 45 8b c8 85 d2 75 ed 45 85 c9 75 03 33 c0 c3 33 d2 41 8b c3 | 3.A....D....E....u.E..u.3..3.A.. |
| 5fe0 | 41 f7 f1 41 0f af c2 c3 cc cc cc cc cc cc cc cc 8b c2 99 44 8b c8 8b c1 44 33 ca 44 2b ca 99 8b | A..A...............D....D3.D+... |
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| 6120 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 0f b6 c1 80 fa 08 73 06 0f b6 ca d2 e8 c3 32 c0 | ......................s.......2. |
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| 7e80 | 89 05 d2 35 07 00 48 83 c4 20 5d c3 48 83 ec 28 83 fa 01 75 10 48 83 3d 83 bd 04 00 00 75 06 ff | ...5..H...].H..(...u.H.=.....u.. |
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| 7f20 | 48 83 c4 28 c3 b0 01 eb f7 cc cc cc 48 83 ec 28 e8 d3 06 00 00 85 c0 74 07 e8 06 05 00 00 eb 19 | H..(........H..(.......t........ |
| 7f40 | e8 bb 06 00 00 8b c8 e8 d6 07 00 00 85 c0 74 04 32 c0 eb 07 e8 cf 07 00 00 b0 01 48 83 c4 28 c3 | ..............t.2..........H..(. |
| 7f60 | 48 83 ec 28 33 c9 e8 3d 01 00 00 84 c0 0f 95 c0 48 83 c4 28 c3 cc cc cc 48 83 ec 28 e8 bf 07 00 | H..(3..=........H..(....H..(.... |
| 7f80 | 00 84 c0 75 04 32 c0 eb 12 e8 b2 07 00 00 84 c0 75 07 e8 a9 07 00 00 eb ec b0 01 48 83 c4 28 c3 | ...u.2..........u..........H..(. |
| 7fa0 | 48 83 ec 28 e8 97 07 00 00 e8 92 07 00 00 b0 01 48 83 c4 28 c3 cc cc cc 48 89 5c 24 08 48 89 6c | H..(............H..(....H.\$.H.l |
| 7fc0 | 24 10 48 89 74 24 18 57 48 83 ec 20 49 8b f9 49 8b f0 8b da 48 8b e9 e8 2c 06 00 00 85 c0 75 16 | $.H.t$.WH...I..I....H...,.....u. |
| 7fe0 | 83 fb 01 75 11 4c 8b c6 33 d2 48 8b cd 48 8b c7 ff 15 42 6d 04 00 48 8b 54 24 58 8b 4c 24 50 48 | ...u.L..3.H..H....Bm..H.T$X.L$PH |
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| 8040 | 06 00 00 48 83 c4 28 c3 48 83 ec 28 33 c9 e8 ed 06 00 00 48 83 c4 28 e9 e4 06 00 00 40 53 48 83 | ...H..(.H..(3......H..(.....@SH. |
| 8060 | ec 20 0f b6 05 7f e7 09 00 85 c9 bb 01 00 00 00 0f 44 c3 88 05 6f e7 09 00 e8 c6 03 00 00 e8 bd | .................D...o.......... |
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| 80a0 | 83 c4 20 5b c3 cc cc cc 40 53 48 83 ec 40 80 3d 34 e7 09 00 00 8b d9 0f 85 b0 00 00 00 83 f9 01 | ...[....@SH..@.=4............... |
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| 8140 | 10 44 24 20 48 89 44 24 30 f2 0f 11 0d af e6 09 00 f2 0f 10 4c 24 30 0f 11 05 aa e6 09 00 f2 0f | .D$.H.D$0...........L$0......... |
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| 81a0 | 72 ff ff 48 8d 0c 10 81 39 50 45 00 00 75 5f b8 0b 02 00 00 66 39 41 18 75 54 4c 2b c2 0f b7 41 | r..H....9PE..u_.....f9A.uTL+...A |
| 81c0 | 14 48 8d 51 18 48 03 d0 0f b7 41 06 48 8d 0c 80 4c 8d 0c ca 48 89 14 24 49 3b d1 74 18 8b 4a 0c | .H.Q.H....A.H...L...H..$I;.t..J. |
| 81e0 | 4c 3b c1 72 0a 8b 42 08 03 c1 4c 3b c0 72 08 48 83 c2 28 eb df 33 d2 48 85 d2 75 04 32 c0 eb 14 | L;.r..B...L;.r.H..(..3.H..u.2... |
| 8200 | 83 7a 24 00 7d 04 32 c0 eb 0a b0 01 eb 06 32 c0 eb 02 32 c0 48 83 c4 18 c3 cc cc cc 40 53 48 83 | .z$.}.2.......2...2.H.......@SH. |
| 8220 | ec 20 8a d9 e8 df 03 00 00 33 d2 85 c0 74 0b 84 db 75 07 48 87 15 a6 e5 09 00 48 83 c4 20 5b c3 | .........3...t...u.H......H...[. |
| 8240 | 40 53 48 83 ec 20 80 3d 9b e5 09 00 00 8a d9 74 04 84 d2 75 0e 8a cb e8 e4 04 00 00 8a cb e8 dd | @SH....=.......t...u............ |
| 8260 | 04 00 00 b0 01 48 83 c4 20 5b c3 cc 48 8d 05 ad 01 0a 00 c3 83 25 a5 e5 09 00 00 c3 48 89 5c 24 | .....H...[..H........%......H.\$ |
| 8280 | 08 55 48 8d ac 24 40 fb ff ff 48 81 ec c0 05 00 00 8b d9 b9 17 00 00 00 e8 83 03 00 00 85 c0 74 | .UH..$@...H....................t |
| 82a0 | 04 8b cb cd 29 b9 03 00 00 00 e8 c5 ff ff ff 33 d2 48 8d 4d f0 41 b8 d0 04 00 00 e8 72 03 00 00 | ....)..........3.H.M.A......r... |
| 82c0 | 48 8d 4d f0 ff 15 3e 61 04 00 48 8b 9d e8 00 00 00 48 8d 95 d8 04 00 00 48 8b cb 45 33 c0 ff 15 | H.M...>a..H......H......H..E3... |
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| 8300 | 48 89 4c 24 30 4c 8b c3 48 8d 8d e8 04 00 00 48 89 4c 24 28 48 8d 4d f0 48 89 4c 24 20 33 c9 ff | H.L$0L..H......H.L$(H.M.H.L$.3.. |
| 8320 | 15 f3 60 04 00 48 8b 85 c8 04 00 00 48 8d 4c 24 50 48 89 85 e8 00 00 00 33 d2 48 8d 85 c8 04 00 | ..`..H......H.L$PH......3.H..... |
| 8340 | 00 41 b8 98 00 00 00 48 83 c0 08 48 89 85 88 00 00 00 e8 db 02 00 00 48 8b 85 c8 04 00 00 48 89 | .A.....H...H...........H......H. |
| 8360 | 44 24 60 c7 44 24 50 15 00 00 40 c7 44 24 54 01 00 00 00 ff 15 f7 60 04 00 83 f8 01 48 8d 44 24 | D$`.D$P...@.D$T.......`.....H.D$ |
| 8380 | 50 48 89 44 24 40 48 8d 45 f0 0f 94 c3 48 89 44 24 48 33 c9 ff 15 8e 60 04 00 48 8d 4c 24 40 ff | PH.D$@H.E....H.D$H3....`..H.L$@. |
| 83a0 | 15 7b 60 04 00 85 c0 75 0c 84 db 75 08 8d 48 03 e8 bf fe ff ff 48 8b 9c 24 d0 05 00 00 48 81 c4 | .{`....u...u..H......H..$....H.. |
| 83c0 | c0 05 00 00 5d c3 cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8d 1d ff c2 06 00 48 8d 3d f8 c2 06 00 | ....]...H.\$.WH...H......H.=.... |
| 83e0 | eb 12 48 8b 03 48 85 c0 74 06 ff 15 48 69 04 00 48 83 c3 08 48 3b df 72 e9 48 8b 5c 24 30 48 83 | ..H..H..t...Hi..H...H;.r.H.\$0H. |
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| 8420 | 03 48 85 c0 74 06 ff 15 0c 69 04 00 48 83 c3 08 48 3b df 72 e9 48 8b 5c 24 30 48 83 c4 20 5f c3 | .H..t....i..H...H;.r.H.\$0H..._. |
| 8440 | c2 00 00 cc 48 89 5c 24 10 48 89 6c 24 18 56 57 41 56 48 83 ec 10 33 c9 c7 05 12 30 07 00 02 00 | ....H.\$.H.l$.VWAVH...3....0.... |
| 8460 | 00 00 33 c0 c7 05 02 30 07 00 01 00 00 00 0f a2 44 8b d1 44 8b ca 81 f1 63 41 4d 44 81 f2 65 6e | ..3....0........D..D....cAMD..en |
| 8480 | 74 69 8b eb 45 33 db 81 f5 41 75 74 68 44 8b c3 0b ea 44 8b f0 0b e9 41 81 f1 69 6e 65 49 41 81 | ti..E3...AuthD....D....A..ineIA. |
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| 84c0 | 04 8b f1 89 4c 24 08 8b f8 89 54 24 0c 75 50 48 83 0d a1 2f 07 00 ff 25 f0 3f ff 0f 3d c0 06 01 | ....L$....T$.uPH.../...%.?..=... |
| 84e0 | 00 74 28 3d 60 06 02 00 74 21 3d 70 06 02 00 74 1a 05 b0 f9 fc ff 83 f8 20 77 24 48 b9 01 00 01 | .t(=`...t!=p...t.........w$H.... |
| 8500 | 00 01 00 00 00 48 0f a3 c1 73 14 44 8b 05 12 e3 09 00 41 83 c8 01 44 89 05 07 e3 09 00 eb 07 44 | .....H...s.D......A...D........D |
| 8520 | 8b 05 fe e2 09 00 85 ed 75 19 81 e7 00 0f f0 0f 81 ff 00 11 60 00 72 0b 41 83 c8 04 44 89 05 e1 | ........u...........`.r.A...D... |
| 8540 | e2 09 00 b8 07 00 00 00 44 3b f0 7c 27 33 c9 0f a2 89 04 24 44 8b db 89 5c 24 04 89 4c 24 08 89 | ........D;.|'3.....$D...\$..L$.. |
| 8560 | 54 24 0c 0f ba e3 09 73 0b 41 83 c8 02 44 89 05 b0 e2 09 00 0f ba e6 14 73 6e c7 05 ec 2e 07 00 | T$.....s.A...D..........sn...... |
| 8580 | 02 00 00 00 c7 05 e6 2e 07 00 06 00 00 00 0f ba e6 1b 73 54 0f ba e6 1c 73 4e 33 c9 0f 01 d0 48 | ..................sT....sN3....H |
| 85a0 | c1 e2 20 48 0b d0 48 89 54 24 30 48 8b 44 24 30 24 06 3c 06 75 32 8b 05 b8 2e 07 00 83 c8 08 c7 | ...H..H.T$0H.D$0$.<.u2.......... |
| 85c0 | 05 a7 2e 07 00 03 00 00 00 89 05 a5 2e 07 00 41 f6 c3 20 74 13 83 c8 20 c7 05 8e 2e 07 00 05 00 | ...............A...t............ |
| 85e0 | 00 00 89 05 8c 2e 07 00 48 8b 5c 24 38 33 c0 48 8b 6c 24 40 48 83 c4 10 41 5e 5f 5e c3 cc cc cc | ........H.\$83.H.l$@H...A^_^.... |
| 8600 | b8 01 00 00 00 c3 cc cc 33 c0 39 05 70 2e 07 00 0f 95 c0 c3 cc cc cc cc cc cc cc cc cc cc cc cc | ........3.9.p................... |
| 8620 | ff 25 1a 5e 04 00 ff 25 5c 5e 04 00 ff 25 5e 5e 04 00 ff 25 60 5e 04 00 ff 25 22 60 04 00 ff 25 | .%.^...%\^...%^^...%`^...%"`...% |
| 8640 | 14 60 04 00 ff 25 06 60 04 00 ff 25 f8 5f 04 00 ff 25 ea 5f 04 00 ff 25 dc 5f 04 00 ff 25 ce 5f | .`...%.`...%._...%._...%._...%._ |
| 8660 | 04 00 ff 25 c0 5f 04 00 ff 25 b2 5f 04 00 ff 25 a4 5f 04 00 ff 25 96 5f 04 00 ff 25 88 5f 04 00 | ...%._...%._...%._...%._...%._.. |
| 8680 | ff 25 7a 5f 04 00 ff 25 84 5e 04 00 ff 25 76 5e 04 00 ff 25 68 5e 04 00 ff 25 5a 5e 04 00 ff 25 | .%z_...%.^...%v^...%h^...%Z^...% |
| 86a0 | 4c 5e 04 00 ff 25 3e 5e 04 00 ff 25 30 5e 04 00 ff 25 22 5e 04 00 ff 25 14 5e 04 00 ff 25 06 5e | L^...%>^...%0^...%"^...%.^...%.^ |
| 86c0 | 04 00 ff 25 d0 5e 04 00 ff 25 aa 5f 04 00 ff 25 ac 5f 04 00 ff 25 f6 5f 04 00 ff 25 a8 5f 04 00 | ...%.^...%._...%._...%._...%._.. |
| 86e0 | ff 25 aa 5f 04 00 ff 25 ac 5f 04 00 ff 25 ae 5f 04 00 ff 25 b0 5f 04 00 ff 25 b2 5f 04 00 ff 25 | .%._...%._...%._...%._...%._...% |
| 8700 | b4 5f 04 00 ff 25 b6 5f 04 00 ff 25 b8 5f 04 00 ff 25 fa 5f 04 00 ff 25 04 60 04 00 ff 25 de 5f | ._...%._...%._...%._...%.`...%._ |
| 8720 | 04 00 ff 25 c0 5f 04 00 ff 25 c2 5f 04 00 ff 25 c4 5f 04 00 ff 25 de 5f 04 00 ff 25 c8 5f 04 00 | ...%._...%._...%._...%._...%._.. |
| 8740 | b0 01 c3 cc 33 c0 c3 cc cc cc cc cc cc cc cc cc 48 ff 25 21 62 04 00 cc cc cc cc cc cc cc cc cc | ....3...........H.%!b........... |
| 8760 | 85 c9 74 12 48 8b 05 a5 61 04 00 48 ff 00 48 8b 05 9b 61 04 00 c3 48 8b 05 db 62 04 00 48 ff 00 | ..t.H...a..H..H...a...H...b..H.. |
| 8780 | 48 8b 05 d1 62 04 00 c3 cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b 05 95 62 04 00 48 39 41 08 0f | H...b...........H..(H...b..H9A.. |
| 87a0 | 85 93 00 00 00 4c 8b 41 10 49 8b c0 48 99 48 33 c2 48 2b c2 48 83 f8 01 7f 2e 4d 85 c0 74 15 8b | .....L.A.I..H.H3.H+.H.....M..t.. |
| 87c0 | 41 18 8b c8 48 f7 d8 49 83 f8 ff 48 0f 45 c1 48 83 c4 28 c3 33 c0 8b c8 48 f7 d8 49 83 f8 ff 48 | A...H..I...H.E.H..(.3...H..I...H |
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| 8800 | 00 48 03 c2 ff e0 8b 41 1c 8b 49 18 48 c1 e0 1e 48 0b c1 48 83 c4 28 c3 8b 41 1c 8b 49 18 48 c1 | .H.....A..I.H...H..H..(..A..I.H. |
| 8820 | e0 1e 48 0b c1 48 f7 d8 48 83 c4 28 c3 48 83 c4 28 48 ff 25 30 64 04 00 48 89 5c 24 30 ff 15 d5 | ..H..H..H..(.H..(H.%0d..H.\$0... |
| 8840 | 5f 04 00 48 8b d8 48 85 c0 75 0e 48 8d 43 ff 48 8b 5c 24 30 48 83 c4 28 c3 48 8b cb 48 89 7c 24 | _..H..H..u.H.C.H.\$0H..(.H..H.|$ |
| 8860 | 20 ff 15 01 64 04 00 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 8f 61 04 00 48 8b 5c 24 30 48 8b | ....d..H.+.H..u.H.....a..H.\$0H. |
| 8880 | c7 48 8b 7c 24 20 48 83 c4 28 c3 90 2d 94 00 00 2d 94 00 00 18 94 00 00 2d 94 00 00 2d 94 00 00 | .H.|$.H..(..-...-.......-...-... |
| 88a0 | 2d 94 00 00 06 94 00 00 2d 94 00 00 2d 94 00 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | -.......-...-................... |
| 88c0 | 48 89 5c 24 08 57 48 83 ec 30 48 8b 41 08 33 ff 8b df f7 80 a8 00 00 00 00 00 00 01 74 11 48 ff | H.\$.WH..0H.A.3.............t.H. |
| 88e0 | 01 48 8b c1 48 8b 5c 24 40 48 83 c4 30 5f c3 48 8b 40 60 48 85 c0 0f 84 ba 00 00 00 48 8b 90 80 | .H..H.\$@H..0_.H.@`H........H... |
| 8900 | 00 00 00 48 85 d2 0f 84 aa 00 00 00 ff d2 48 8b d8 48 85 c0 0f 84 9c 00 00 00 48 8b 40 08 48 3b | ...H..........H..H........H.@.H; |
| 8920 | 05 0b 61 04 00 0f 84 ad 00 00 00 f7 80 a8 00 00 00 00 00 00 01 48 8b 48 18 74 34 4c 8b c9 4c 8d | ..a..................H.H.t4L..L. |
| 8940 | 05 2b 8e 09 00 48 8b 0d 14 63 04 00 ba 01 00 00 00 48 8b 09 ff 15 4e 61 04 00 85 c0 75 3b 48 8b | .+...H...c.......H....Na....u;H. |
| 8960 | fb 48 8b c3 48 8b 5c 24 40 48 83 c4 30 5f c3 48 89 4c 24 20 4c 8d 0d 9d 3c 09 00 48 8b 0d 26 5f | .H..H.\$@H..0_.H.L$.L...<..H..&_ |
| 8980 | 04 00 4c 8d 05 8f 3c 09 00 48 8d 15 b0 8d 09 00 48 8b 09 ff 15 e7 60 04 00 48 83 2b 01 75 09 48 | ..L...<..H......H.....`..H.+.u.H |
| 89a0 | 8b cb ff 15 60 60 04 00 48 8b c7 48 8b 5c 24 40 48 83 c4 30 5f c3 ff 15 6c 62 04 00 48 85 c0 75 | ....``..H..H.\$@H..0_...lb..H..u |
| 89c0 | 17 48 8b 0d e0 5e 04 00 48 8d 15 79 3a 09 00 48 8b 09 ff 15 f8 60 04 00 48 8b c3 48 8b 5c 24 40 | .H...^..H..y:..H.....`..H..H.\$@ |
| 89e0 | 48 83 c4 30 5f c3 cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 30 48 8b 41 08 48 8b d9 f7 80 a8 | H..0_...........@SH..0H.A.H..... |
| 8a00 | 00 00 00 00 00 00 01 48 8b 48 18 74 2c 4c 8b c9 4c 8d 05 59 8d 09 00 48 8b 0d 42 62 04 00 ba 01 | .......H.H.t,L..L..Y...H..Bb.... |
| 8a20 | 00 00 00 48 8b 09 ff 15 7c 60 04 00 85 c0 75 2b 48 8b c3 48 83 c4 30 5b c3 48 89 4c 24 20 4c 8b | ...H....|`....u+H..H..0[.H.L$.L. |
| 8a40 | ca 48 8b 0d 60 5e 04 00 4c 8b c2 48 8d 15 ee 8c 09 00 48 8b 09 ff 15 25 60 04 00 48 83 2b 01 75 | .H..`^..L..H......H....%`..H.+.u |
| 8a60 | 09 48 8b cb ff 15 9e 5f 04 00 33 c0 48 83 c4 30 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H....._..3.H..0[............... |
| 8a80 | 45 33 c0 48 3b 0d 86 5e 04 00 41 8b c0 41 8b d0 0f 94 c0 48 3b 0d ae 60 04 00 0f 94 c2 48 3b 0d | E3.H;..^..A..A.....H;..`.....H;. |
| 8aa0 | b4 5f 04 00 41 0f 94 c0 41 0b d0 0b d0 75 07 48 ff 25 0a 5e 04 00 c3 cc cc cc cc cc cc cc cc cc | ._..A...A....u.H.%.^............ |
| 8ac0 | 40 53 48 83 ec 20 48 83 3d 72 49 09 00 00 0f 84 80 00 00 00 48 8d 1d 6d 49 09 00 0f 1f 44 00 00 | @SH...H.=rI.........H..mI....D.. |
| 8ae0 | 0f b6 43 19 0a 43 18 48 8b 0b 74 31 80 7b 1a 00 74 08 ff 15 e8 61 04 00 eb 30 48 8b 53 08 4c 8b | ..C..C.H..t1.{..t....a...0H.S.L. |
| 8b00 | 43 10 48 ff ca 4d 85 c0 74 0b 45 33 c9 ff 15 9d 5c 04 00 eb 15 ff 15 a5 5e 04 00 eb 0d 48 8b 53 | C.H..M..t.E3....\.......^....H.S |
| 8b20 | 08 48 ff ca ff 15 56 5d 04 00 48 8b 4b f8 48 89 01 48 8b 43 f8 48 8b 08 48 85 c9 74 1f ff 15 7d | .H....V]..H.K.H..H.C.H..H..t...} |
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| 8b60 | ff 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | .H...[..........H.\$.H.l$.H.t$.W |
| 8b80 | 41 56 41 57 48 83 ec 30 48 8b ea 49 8b f1 48 8d 15 fb 8c 09 00 4d 8b f8 4c 8b f1 ff 15 e7 5b 04 | AVAWH..0H..I..H......M..L.....[. |
| 8ba0 | 00 48 8b f8 48 85 c0 0f 84 aa 00 00 00 48 8b d5 48 8b c8 ff 15 97 5c 04 00 48 8b d8 48 85 c0 75 | .H..H........H..H.....\..H..H..u |
| 8bc0 | 28 49 8b ce ff 15 a6 5f 04 00 48 8b 0d 37 5d 04 00 48 8d 15 60 3a 09 00 4c 8b c0 4c 8b cd 48 8b | (I....._..H..7]..H..`:..L..L..H. |
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| 8c00 | 04 00 49 8b ce 48 8b d8 ff 15 62 5f 04 00 48 8b 0d 93 5c 04 00 48 8d 15 24 8c 09 00 4c 8b c0 48 | ..I..H....b_..H...\..H..$...L..H |
| 8c20 | 89 5c 24 28 4c 8b cd 48 89 74 24 20 48 8b 09 ff 15 4b 5e 04 00 eb 11 48 8b d6 ff 15 90 5d 04 00 | .\$(L..H.t$.H....K^....H.....].. |
| 8c40 | 49 89 07 48 85 c0 75 2d 48 83 2f 01 75 09 48 8b cf ff 15 b1 5d 04 00 b8 ff ff ff ff 48 8b 5c 24 | I..H..u-H./.u.H.....].......H.\$ |
| 8c60 | 50 48 8b 6c 24 58 48 8b 74 24 60 48 83 c4 30 41 5f 41 5e 5f c3 48 83 2f 01 75 09 48 8b cf ff 15 | PH.l$XH.t$`H..0A_A^_.H./.u.H.... |
| 8c80 | 84 5d 04 00 33 c0 eb d4 cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | .]..3...........H.\$.H.l$.H.t$.W |
| 8ca0 | 41 56 41 57 48 83 ec 30 48 8b ea 49 8b f1 48 8d 15 3b 8c 09 00 4d 8b f8 4c 8b f1 ff 15 c7 5a 04 | AVAWH..0H..I..H..;...M..L.....Z. |
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| 8ce0 | 28 49 8b ce ff 15 86 5e 04 00 48 8b 0d 17 5c 04 00 48 8d 15 90 39 09 00 4c 8b c0 4c 8b cd 48 8b | (I.....^..H...\..H...9..L..L..H. |
| 8d00 | 09 ff 15 79 5d 04 00 eb 5f 48 8b d6 48 8b cb ff 15 73 5f 04 00 48 8b cb 85 c0 75 3b ff 15 b6 5a | ...y]..._H..H....s_..H....u;...Z |
| 8d20 | 04 00 49 8b ce 48 8b d8 ff 15 42 5e 04 00 48 8b 0d 73 5b 04 00 48 8d 15 64 8b 09 00 4c 8b c0 48 | ..I..H....B^..H..s[..H..d...L..H |
| 8d40 | 89 5c 24 28 4c 8b cd 48 89 74 24 20 48 8b 09 ff 15 2b 5d 04 00 eb 11 48 8b d6 ff 15 70 5c 04 00 | .\$(L..H.t$.H....+]....H....p\.. |
| 8d60 | 49 89 07 48 85 c0 75 2d 48 83 2f 01 75 09 48 8b cf ff 15 91 5c 04 00 b8 ff ff ff ff 48 8b 5c 24 | I..H..u-H./.u.H.....\.......H.\$ |
| 8d80 | 50 48 8b 6c 24 58 48 8b 74 24 60 48 83 c4 30 41 5f 41 5e 5f c3 48 83 2f 01 75 09 48 8b cf ff 15 | PH.l$XH.t$`H..0A_A^_.H./.u.H.... |
| 8da0 | 64 5c 04 00 33 c0 eb d4 cc cc cc cc cc cc cc cc 40 53 48 81 ec 20 01 00 00 48 8b 05 a0 26 07 00 | d\..3...........@SH......H...&.. |
| 8dc0 | 48 33 c4 48 89 84 24 10 01 00 00 ff 15 b7 5d 04 00 41 b9 03 00 00 00 c7 44 24 20 09 00 00 00 4c | H3.H..$.......]..A......D$.....L |
| 8de0 | 8d 05 52 39 09 00 48 8b d8 48 8d 4c 24 38 41 8d 51 02 ff 15 d8 5e 04 00 45 33 c9 4c 8d 44 24 38 | ..R9..H..H.L$8A.Q....^..E3.L.D$8 |
| 8e00 | 41 8b d1 4c 2b c3 48 8b cb 0f 1f 80 00 00 00 00 41 0f b6 04 08 84 c0 74 30 38 01 75 3b 48 ff c1 | A..L+.H.........A......t08.u;H.. |
| 8e20 | ff c2 48 8b c1 48 2b c3 48 83 f8 04 7c e2 33 c0 48 8b 8c 24 10 01 00 00 48 33 cc e8 90 ea ff ff | ..H..H+.H...|.3.H..$....H3...... |
| 8e40 | 48 81 c4 20 01 00 00 5b c3 48 63 c2 0f b6 0c 18 80 e9 30 80 f9 09 77 d6 33 c0 49 8b c9 89 44 24 | H......[.Hc.......0...w.3.I...D$ |
| 8e60 | 30 88 44 24 34 48 8d 44 24 30 48 2b d8 0f 1f 00 4c 8d 44 24 30 4c 03 c1 42 0f b6 14 03 80 fa 2e | 0.D$4H.D$0H+....L.D$0L..B....... |
| 8e80 | 75 0d 45 85 c9 75 1b 41 b9 01 00 00 00 eb 07 8d 42 d0 3c 09 77 0c 48 ff c1 41 88 10 48 83 f9 04 | u.E..u.A........B.<.w.H..A..H... |
| 8ea0 | 7c ce 48 8d 44 24 30 ba c8 00 00 00 48 89 44 24 28 4c 8d 4c 24 38 48 8d 05 4b 38 09 00 4c 8d 05 | |.H.D$0.....H.D$(L.L$8H..K8..L.. |
| 8ec0 | 3c 8a 09 00 48 89 44 24 20 48 8d 4c 24 40 ff 15 fc 5d 04 00 41 b8 01 00 00 00 48 8d 54 24 40 33 | <...H.D$.H.L$@...]..A.....H.T$@3 |
| 8ee0 | c9 ff 15 a9 5d 04 00 e9 44 ff ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ....]...D....................... |
| 8f00 | 48 83 ec 28 48 8b 41 08 f7 80 a8 00 00 00 00 00 00 01 74 45 48 8b 41 10 48 83 c0 04 48 83 f8 08 | H..(H.A...........tEH.A.H...H... |
| 8f20 | 77 2c 48 8d 15 d7 64 ff ff 8b 84 82 a8 9b 00 00 48 03 c2 ff e0 33 c0 48 83 c4 28 c3 8b 41 18 f7 | w,H...d.........H....3.H..(..A.. |
| 8f40 | d8 48 83 c4 28 c3 8b 41 18 48 83 c4 28 c3 48 83 c4 28 48 ff 25 a7 5d 04 00 48 89 5c 24 30 e8 5d | .H..(..A.H..(.H..(H.%.]..H.\$0.] |
| 8f60 | f9 ff ff 48 8b d8 48 85 c0 75 0d 8d 43 ff 48 8b 5c 24 30 48 83 c4 28 c3 48 8b cb 48 89 7c 24 20 | ...H..H..u..C.H.\$0H..(.H..H.|$. |
| 8f80 | e8 7b ff ff ff 48 83 2b 01 8b f8 75 09 48 8b cb ff 15 72 5a 04 00 48 8b 5c 24 30 8b c7 48 8b 7c | .{...H.+...u.H....rZ..H.\$0..H.| |
| 8fa0 | 24 20 48 83 c4 28 c3 90 4e 9b 00 00 4e 9b 00 00 4e 9b 00 00 3c 9b 00 00 35 9b 00 00 46 9b 00 00 | $.H..(..N...N...N...<...5...F... |
| 8fc0 | 4e 9b 00 00 4e 9b 00 00 4e 9b 00 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | N...N...N....................... |
| 8fe0 | 48 83 ec 28 ff 15 e6 5b 04 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..(...[..H..(.................. |
| 9000 | 48 83 ec 28 48 8b 41 08 f7 80 a8 00 00 00 00 00 00 01 74 45 48 8b 41 10 48 83 c0 04 48 83 f8 08 | H..(H.A...........tEH.A.H...H... |
| 9020 | 77 2c 48 8d 15 d7 63 ff ff 8b 84 82 a8 9c 00 00 48 03 c2 ff e0 33 c0 48 83 c4 28 c3 8b 41 18 f7 | w,H...c.........H....3.H..(..A.. |
| 9040 | d8 48 83 c4 28 c3 8b 41 18 48 83 c4 28 c3 48 83 c4 28 48 ff 25 a7 5c 04 00 48 89 5c 24 30 e8 5d | .H..(..A.H..(.H..(H.%.\..H.\$0.] |
| 9060 | f8 ff ff 48 8b d8 48 85 c0 75 0d 8d 43 ff 48 8b 5c 24 30 48 83 c4 28 c3 48 8b cb 48 89 7c 24 20 | ...H..H..u..C.H.\$0H..(.H..H.|$. |
| 9080 | e8 7b ff ff ff 48 83 2b 01 8b f8 75 09 48 8b cb ff 15 72 59 04 00 48 8b 5c 24 30 8b c7 48 8b 7c | .{...H.+...u.H....rY..H.\$0..H.| |
| 90a0 | 24 20 48 83 c4 28 c3 90 4e 9c 00 00 4e 9c 00 00 4e 9c 00 00 3c 9c 00 00 35 9c 00 00 46 9c 00 00 | $.H..(..N...N...N...<...5...F... |
| 90c0 | 4e 9c 00 00 4e 9c 00 00 4e 9c 00 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | N...N...N....................... |
| 90e0 | 48 83 ec 28 ff 15 a6 5a 04 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..(...Z..H..(.................. |
| 9100 | 48 83 ec 28 ff 15 fe 59 04 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..(...Y..H..(.................. |
| 9120 | 48 83 ec 28 48 8b 41 08 f7 80 a8 00 00 00 00 00 00 01 74 6e 48 8b 41 10 48 83 c0 04 48 83 f8 08 | H..(H.A...........tnH.A.H...H... |
| 9140 | 77 55 48 8d 15 b7 62 ff ff 8b 84 82 f4 9d 00 00 48 03 c2 ff e0 33 c0 48 83 c4 28 c3 8b 41 18 f7 | wUH...b.........H....3.H..(..A.. |
| 9160 | d8 48 98 48 83 c4 28 c3 8b 41 18 48 83 c4 28 c3 8b 41 1c 8b 49 18 48 c1 e0 1e 48 0b c1 48 f7 d8 | .H.H..(..A.H..(..A..I.H...H..H.. |
| 9180 | 48 83 c4 28 c3 8b 41 1c 8b 49 18 48 c1 e0 1e 48 0b c1 48 83 c4 28 c3 48 83 c4 28 48 ff 25 9e 59 | H..(..A..I.H...H..H..(.H..(H.%.Y |
| 91a0 | 04 00 48 89 5c 24 30 e8 14 f7 ff ff 48 8b d8 48 85 c0 75 0e 48 8d 43 ff 48 8b 5c 24 30 48 83 c4 | ..H.\$0.....H..H..u.H.C.H.\$0H.. |
| 91c0 | 28 c3 48 8b cb 48 89 7c 24 20 e8 51 ff ff ff 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 27 58 04 | (.H..H.|$..Q...H.+.H..u.H....'X. |
| 91e0 | 00 48 8b 5c 24 30 48 8b c7 48 8b 7c 24 20 48 83 c4 28 c3 90 97 9d 00 00 97 9d 00 00 70 9d 00 00 | .H.\$0H..H.|$.H..(..........p... |
| 9200 | 5c 9d 00 00 55 9d 00 00 68 9d 00 00 85 9d 00 00 97 9d 00 00 97 9d 00 00 cc cc cc cc cc cc cc cc | \...U...h....................... |
| 9220 | 48 83 ec 28 ff 15 a6 59 04 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..(...Y..H..(.................. |
| 9240 | 48 83 ec 28 ff 15 be 58 04 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..(...X..H..(.................. |
| 9260 | 48 83 ec 28 48 8b 41 08 f7 80 a8 00 00 00 00 00 00 01 74 6c 48 8b 51 10 48 8b c2 48 85 d2 74 59 | H..(H.A...........tlH.Q.H..H..tY |
| 9280 | 48 83 e8 01 74 4b 48 83 e8 01 74 33 48 85 d2 79 23 48 8b 0d 78 57 04 00 48 8d 15 69 36 09 00 48 | H...tKH...t3H..y#H..xW..H..i6..H |
| 92a0 | 8b 09 ff 15 28 58 04 00 48 c7 c0 ff ff ff ff 48 83 c4 28 c3 48 83 c4 28 48 ff 25 a1 58 04 00 8b | ....(X..H......H..(.H..(H.%.X... |
| 92c0 | 41 1c 8b 49 18 48 c1 e0 1e 48 0b c1 48 83 c4 28 c3 8b 41 18 48 83 c4 28 c3 33 c0 48 83 c4 28 c3 | A..I.H...H..H..(..A.H..(.3.H..(. |
| 92e0 | 48 89 5c 24 30 e8 d6 f5 ff ff 48 8b d8 48 85 c0 75 0e 48 8d 43 ff 48 8b 5c 24 30 48 83 c4 28 c3 | H.\$0.....H..H..u.H.C.H.\$0H..(. |
| 9300 | 48 8b cb 48 89 7c 24 20 e8 53 ff ff ff 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 e9 56 04 00 48 | H..H.|$..S...H.+.H..u.H.....V..H |
| 9320 | 8b 5c 24 30 48 8b c7 48 8b 7c 24 20 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .\$0H..H.|$.H..(................ |
| 9340 | 48 83 ec 28 48 8b 41 08 f7 80 a8 00 00 00 00 00 00 01 74 6e 48 8b 41 10 48 83 c0 04 48 83 f8 08 | H..(H.A...........tnH.A.H...H... |
| 9360 | 77 55 48 8d 15 97 60 ff ff 8b 84 82 14 a0 00 00 48 03 c2 ff e0 33 c0 48 83 c4 28 c3 8b 41 18 f7 | wUH...`.........H....3.H..(..A.. |
| 9380 | d8 48 98 48 83 c4 28 c3 8b 41 18 48 83 c4 28 c3 8b 41 1c 8b 49 18 48 c1 e0 1e 48 0b c1 48 f7 d8 | .H.H..(..A.H..(..A..I.H...H..H.. |
| 93a0 | 48 83 c4 28 c3 8b 41 1c 8b 49 18 48 c1 e0 1e 48 0b c1 48 83 c4 28 c3 48 83 c4 28 48 ff 25 7e 57 | H..(..A..I.H...H..H..(.H..(H.%~W |
| 93c0 | 04 00 48 89 5c 24 30 e8 f4 f4 ff ff 48 8b d8 48 85 c0 75 0e 48 8d 43 ff 48 8b 5c 24 30 48 83 c4 | ..H.\$0.....H..H..u.H.C.H.\$0H.. |
| 93e0 | 28 c3 48 8b cb 48 89 7c 24 20 e8 51 ff ff ff 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 07 56 04 | (.H..H.|$..Q...H.+.H..u.H.....V. |
| 9400 | 00 48 8b 5c 24 30 48 8b c7 48 8b 7c 24 20 48 83 c4 28 c3 90 b7 9f 00 00 b7 9f 00 00 90 9f 00 00 | .H.\$0H..H.|$.H..(.............. |
| 9420 | 7c 9f 00 00 75 9f 00 00 88 9f 00 00 a5 9f 00 00 b7 9f 00 00 b7 9f 00 00 cc cc cc cc cc cc cc cc | |...u........................... |
| 9440 | 48 8b c4 44 89 48 20 4c 89 40 18 53 41 57 48 81 ec f8 01 00 00 48 89 68 10 48 8b d9 48 89 70 e8 | H..D.H.L.@.SAWH......H.h.H..H.p. |
| 9460 | 48 89 78 e0 33 ff 48 89 39 44 8b ff 48 89 79 08 44 8b c7 48 89 79 10 4c 89 60 d8 4c 8b e2 4c 89 | H.x.3.H.9D..H.y.D..H.y.L.`.L..L. |
| 9480 | 68 d0 4c 89 70 c8 33 c0 48 89 41 18 44 8b f7 48 89 41 20 48 89 41 28 48 89 41 30 48 89 41 38 48 | h.L.p.3.H.A.D..H.A.H.A(H.A0H.A8H |
| 94a0 | 89 41 40 48 89 41 48 48 89 79 50 48 89 41 58 48 89 41 60 48 89 41 68 48 89 41 70 48 89 41 78 48 | .A@H.AHH.yPH.AXH.A`H.AhH.ApH.AxH |
| 94c0 | 89 81 80 00 00 00 48 89 81 88 00 00 00 48 89 b9 90 00 00 00 48 89 81 98 00 00 00 48 89 81 a0 00 | ......H......H......H......H.... |
| 94e0 | 00 00 48 89 81 a8 00 00 00 48 89 81 b0 00 00 00 48 89 81 b8 00 00 00 48 89 81 c0 00 00 00 48 89 | ..H......H......H......H......H. |
| 9500 | 81 c8 00 00 00 48 8b 02 49 63 f1 48 89 84 24 10 02 00 00 48 8b ee 45 85 c9 7e 21 8b cf 48 8d 82 | .....H..Ic.H..$....H..E..~!..H.. |
| 9520 | 90 00 00 00 48 39 38 0f 8d 98 02 00 00 41 ff c0 48 ff c1 48 83 c0 08 48 3b cd 7c e8 48 8b cd ff | ....H98......A..H..H...H;.|.H... |
| 9540 | 15 f3 55 04 00 4c 8b f0 48 85 c0 0f 84 f1 01 00 00 85 f6 7e 37 4d 8b ec 48 8b f7 4c 2b e8 48 8d | ..U..L..H..........~7M..H..L+.H. |
| 9560 | 78 18 4a 8b 4c 2f f8 ff 15 b3 56 04 00 48 85 c0 0f 84 cc 01 00 00 48 89 07 48 ff c6 48 83 c7 08 | x.J.L/....V..H........H..H..H... |
| 9580 | 48 3b f5 7c dd 8b b4 24 28 02 00 00 4c 8b 84 24 10 02 00 00 49 8b ce 4c 8b 8c 24 20 02 00 00 48 | H;.|...$(...L..$....I..L..$....H |
| 95a0 | 8b 94 24 30 02 00 00 4d 8b 40 70 e8 90 69 01 00 4c 8b f8 48 85 c0 0f 84 86 01 00 00 4d 8b 0c 24 | ..$0...M.@p..i..L..H........M..$ |
| 95c0 | 48 8b c8 8b bc 24 40 02 00 00 44 8b c7 8b 94 24 38 02 00 00 4d 8b 89 a0 00 00 00 e8 70 0e 01 00 | H....$@...D....$8...M.......p... |
| 95e0 | 48 85 c0 0f 84 59 01 00 00 41 b9 01 00 00 00 4c 8b c3 8b d6 48 8b c8 e8 a4 3f 00 00 85 c0 0f 88 | H....Y...A.....L....H....?...... |
| 9600 | 3e 01 00 00 0f 10 03 48 8d 4c 24 30 44 8b ce 0f 10 4b 10 48 8d 84 24 00 01 00 00 44 8b c6 0f 11 | >......H.L$0D....K.H..$....D.... |
| 9620 | 01 48 8d 80 80 00 00 00 89 7c 24 20 0f 10 43 20 48 8d 54 24 30 0f 11 49 10 0f 10 4b 30 0f 11 41 | .H.......|$...C.H.T$0..I...K0..A |
| 9640 | 20 0f 10 43 40 0f 11 49 30 0f 10 4b 50 0f 11 41 40 0f 10 43 60 0f 11 49 50 0f 10 8b 80 00 00 00 | ...C@..I0..KP..A@..C`..IP....... |
| 9660 | 0f 11 41 60 48 8d 89 80 00 00 00 0f 10 43 70 0f 11 41 f0 0f 10 83 90 00 00 00 0f 11 09 0f 10 8b | ..A`H........Cp..A.............. |
| 9680 | a0 00 00 00 0f 11 41 10 0f 10 83 b0 00 00 00 0f 11 49 20 0f 10 8b c0 00 00 00 0f 11 41 30 41 0f | ......A..........I..........A0A. |
| 96a0 | 10 04 24 0f 11 49 40 48 8d 8c 24 00 01 00 00 41 0f 10 4c 24 10 0f 11 40 80 41 0f 10 44 24 20 0f | ..$..I@H..$....A..L$...@.A..D$.. |
| 96c0 | 11 48 90 41 0f 10 4c 24 30 0f 11 40 a0 41 0f 10 44 24 40 0f 11 48 b0 41 0f 10 4c 24 50 0f 11 40 | .H.A..L$0..@.A..D$@..H.A..L$P..@ |
| 96e0 | c0 41 0f 10 44 24 60 0f 11 48 d0 41 0f 10 4c 24 70 0f 11 40 e0 41 0f 10 84 24 80 00 00 00 0f 11 | .A..D$`..H.A..L$p..@.A...$...... |
| 9700 | 48 f0 41 0f 10 8c 24 90 00 00 00 0f 11 00 41 0f 10 84 24 a0 00 00 00 0f 11 48 10 41 0f 10 8c 24 | H.A...$.......A...$......H.A...$ |
| 9720 | b0 00 00 00 0f 11 40 20 41 0f 10 84 24 c0 00 00 00 0f 11 48 30 0f 11 40 40 e8 32 cd 00 00 85 c0 | ......@.A...$......H0..@@.2..... |
| 9740 | 79 1d 48 8b 0b 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 b2 52 04 00 33 c0 48 89 03 48 89 43 08 4c | y.H..H..t.H.).u....R..3.H..H.C.L |
| 9760 | 8b ac 24 d8 01 00 00 4c 8b a4 24 e0 01 00 00 48 8b bc 24 e8 01 00 00 48 8b b4 24 f0 01 00 00 48 | ..$....L..$....H..$....H..$....H |
| 9780 | 8b ac 24 18 02 00 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 6d 52 04 00 4c 8b b4 24 d0 | ..$....M..t.I...u.I....mR..L..$. |
| 97a0 | 01 00 00 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 51 52 04 00 48 8b c3 48 81 c4 f8 01 00 | ...M..t.I./.u.I....QR..H..H..... |
| 97c0 | 00 41 5f 5b c3 48 8b 0d cc 52 04 00 48 8d 15 7d 81 09 00 48 8b 09 ff 15 a4 52 04 00 e9 61 ff ff | .A_[.H...R..H..}...H.....R...a.. |
| 97e0 | ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 44 89 44 24 18 57 48 83 ec 50 33 | ................H.\$.D.D$.WH..P3 |
| 9800 | c0 c7 44 24 70 09 00 00 00 33 ff 48 8b d9 48 89 39 48 89 79 08 48 89 79 10 48 89 41 18 48 89 41 | ..D$p....3.H..H.9H.y.H.y.H.A.H.A |
| 9820 | 20 48 89 41 28 48 89 41 30 48 89 41 38 48 89 41 40 48 89 41 48 48 89 79 50 48 89 41 58 48 89 41 | .H.A(H.A0H.A8H.A@H.AHH.yPH.AXH.A |
| 9840 | 60 48 89 41 68 48 89 41 70 48 89 41 78 48 89 81 80 00 00 00 48 89 81 88 00 00 00 48 89 b9 90 00 | `H.AhH.ApH.AxH......H......H.... |
| 9860 | 00 00 48 89 81 98 00 00 00 48 89 81 a0 00 00 00 48 89 81 a8 00 00 00 48 89 81 b0 00 00 00 48 89 | ..H......H......H......H......H. |
| 9880 | 81 b8 00 00 00 48 89 81 c0 00 00 00 48 89 81 c8 00 00 00 48 8b 05 ae 52 04 00 48 3b d0 75 11 48 | .....H......H......H...R..H;.u.H |
| 98a0 | 89 01 48 8b c1 48 8b 5c 24 60 48 83 c4 50 5f c3 48 89 54 24 38 48 8d 44 24 40 48 89 5c 24 30 48 | ..H..H.\$`H..P_.H.T$8H.D$@H.\$0H |
| 98c0 | 8d 4c 24 70 48 89 44 24 28 e8 22 00 00 00 83 f8 ff 75 07 48 89 3b 48 89 7b 08 48 8b c3 48 8b 5c | .L$pH.D$(."......u.H.;H.{.H..H.\ |
| 98e0 | 24 60 48 83 c4 50 5f c3 cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 | $`H..P_.........H.\$.H.l$.H.t$.H |
| 9900 | 89 7c 24 20 41 56 48 81 ec 90 00 00 00 48 8b 9c 24 d8 00 00 00 48 8d 3d a4 30 09 00 48 8b 15 95 | .|$.AVH......H..$....H.=.0..H... |
| 9920 | e4 09 00 45 33 f6 48 8b f1 48 8b 43 08 48 3b c2 0f 84 a7 00 00 00 4c 8b 88 58 01 00 00 4d 85 c9 | ...E3.H..H.C.H;.......L..X...M.. |
| 9940 | 74 72 4d 8b 41 10 41 8b ce 4d 85 c0 7e 19 49 8d 41 18 48 39 10 0f 84 82 00 00 00 48 ff c1 48 83 | trM.A.A..M..~.I.A.H9.......H..H. |
| 9960 | c0 08 49 3b c8 7c eb 45 33 c0 4c 8b cf 48 8b cb 41 8d 50 3d e8 d7 0a 01 00 48 8b d8 48 8b e8 48 | ..I;.|.E3.L..H..A.P=.....H..H..H |
| 9980 | 85 c0 0f 84 47 03 00 00 44 8b 4b 6c 41 83 f9 01 74 67 48 8b 0d ff 50 04 00 48 8d 15 48 80 09 00 | ....G...D.KlA...tgH...P..H..H... |
| 99a0 | 41 b8 01 00 00 00 48 8b 09 ff 15 d1 50 04 00 e9 06 03 00 00 48 8b 80 00 01 00 00 48 3b c2 74 14 | A.....H.....P.......H......H;.t. |
| 99c0 | 48 85 c0 75 ef 48 3b 15 3c 53 04 00 41 8b c6 0f 94 c0 eb 05 b8 01 00 00 00 85 c0 74 8a 48 8b 93 | H..u.H;.<S..A..............t.H.. |
| 99e0 | a0 00 00 00 48 8b cf e8 64 05 00 00 85 c0 0f 84 73 ff ff ff 49 8b ee eb 8f 48 85 ed 0f 84 c2 00 | ....H...d.......s...I....H...... |
| 9a00 | 00 00 48 8b 8c 24 c8 00 00 00 48 8d 05 7f 85 09 00 48 89 44 24 48 48 8d 44 24 40 48 89 7c 24 40 | ..H..$....H......H.D$HH.D$@H.|$@ |
| 9a20 | 4c 89 74 24 50 48 89 01 4c 89 71 08 80 3d e9 2f 09 00 53 48 89 4c 24 58 4c 89 74 24 60 66 c7 84 | L.t$PH..L.q..=./..SH.L$XL.t$`f.. |
| 9a40 | 24 85 00 00 00 40 40 48 c7 44 24 68 01 00 00 00 4c 89 74 24 70 44 88 b4 24 84 00 00 00 44 89 b4 | $....@@H.D$h....L.t$pD..$....D.. |
| 9a60 | 24 80 00 00 00 44 88 b4 24 87 00 00 00 4c 89 74 24 78 75 39 0f 1f 40 00 0f 1f 84 00 00 00 00 00 | $....D..$....L.t$xu9..@......... |
| 9a80 | 48 83 c1 10 48 89 4c 24 58 48 8b 47 08 48 89 01 48 8b 44 24 58 4c 89 70 08 48 8b 47 08 48 8b 38 | H...H.L$XH.G.H..H.D$XL.p.H.G.H.8 |
| 9aa0 | 80 7f 5c 53 75 07 48 8b 4c 24 58 eb d3 48 8b 53 70 48 8d 4c 24 40 e8 25 06 00 00 48 85 c0 0f 84 | ..\Su.H.L$X..H.SpH.L$@.%...H.... |
| 9ac0 | f6 01 00 00 8b 43 60 48 8b 0d 02 2f 09 00 48 3b c1 74 62 4c 8b 43 60 48 8d 15 da 2e 09 00 48 83 | .....C`H.../..H;.tbL.C`H......H. |
| 9ae0 | f9 01 48 8d 05 d4 dc 09 00 4c 8d 0d cc dc 09 00 48 0f 47 c2 49 83 f8 01 48 89 44 24 30 48 8d 15 | ..H......L......H.G.I...H.D$0H.. |
| 9b00 | 64 2e 09 00 48 8b 05 b5 2e 09 00 4c 0f 4f ca 48 89 4c 24 28 48 8d 15 75 7e 09 00 48 8b 0d 76 4f | d...H......L.O.H.L$(H..u~..H..vO |
| 9b20 | 04 00 48 89 44 24 20 48 8b 09 ff 15 50 4f 04 00 e9 85 01 00 00 4c 39 73 58 0f 8e 53 01 00 00 45 | ..H.D$.H....PO.......L9sX..S...E |
| 9b40 | 8b ce 49 8b ce 66 66 66 0f 1f 84 00 00 00 00 00 48 8b 43 78 44 8b 06 48 83 3c 01 01 0f 8e 98 00 | ..I..fff........H.CxD..H.<...... |
| 9b60 | 00 00 48 8b 93 80 00 00 00 41 8b c0 83 e0 08 48 85 d2 74 62 85 c0 74 3a 41 f6 c0 06 74 26 48 83 | ..H......A.....H..tb..t:A...t&H. |
| 9b80 | 3c 11 08 74 2d 48 8d 15 cc 2f 09 00 48 8b 0d 05 4f 04 00 45 8b c1 48 8b 09 ff 15 e1 4e 04 00 e9 | <..t-H.../..H...O..E..H.....N... |
| 9ba0 | 16 01 00 00 48 8b 43 60 48 39 04 11 0f 85 40 01 00 00 41 f6 c0 20 74 42 48 8b 04 11 48 99 48 33 | ....H.C`H9....@...A...tBH...H.H3 |
| 9bc0 | c2 48 2b c2 48 3b 43 60 7d 30 48 8d 15 bf 7f 09 00 e9 65 01 00 00 85 c0 74 09 45 85 c9 0f 85 18 | .H+.H;C`}0H.......e.....t.E..... |
| 9be0 | 01 00 00 41 f6 c0 02 0f 85 23 01 00 00 4c 39 b3 88 00 00 00 0f 85 0d 01 00 00 41 f6 c0 01 74 16 | ...A.....#...L9...........A...t. |
| 9c00 | 48 8b 83 88 00 00 00 48 85 c0 74 0a 4c 39 34 01 0f 8d 06 01 00 00 41 f6 c0 02 74 1a 48 8b 83 88 | H......H..t.L94.......A...t.H... |
| 9c20 | 00 00 00 48 85 c0 0f 84 fc 00 00 00 4c 39 34 01 0f 8c f2 00 00 00 41 ff c1 48 83 c6 04 48 83 c1 | ...H........L94.......A..H...H.. |
| 9c40 | 08 48 83 f9 08 0f 8c 05 ff ff ff 4c 8b 83 80 00 00 00 4d 85 c0 74 3b 4c 8b 4b 60 ba 01 00 00 00 | .H.........L......M..t;L.K`..... |
| 9c60 | 49 8b ce 48 8b c2 49 0f af c1 4a 3b 04 01 74 0f 48 8b 43 78 48 83 3c 01 01 0f 8f b5 00 00 00 48 | I..H..I...J;..t.H.CxH.<........H |
| 9c80 | 8b 43 78 48 0f af 14 08 48 83 e9 08 48 83 f9 f8 7f d1 4c 8b 84 24 d0 00 00 00 45 8b ce 48 85 ed | .CxH....H...H.....L..$....E..H.. |
| 9ca0 | ba 01 00 00 00 48 8b cb 41 0f 95 c1 e8 ef 38 00 00 83 f8 ff 0f 85 96 00 00 00 48 85 ed 74 10 48 | .....H..A.....8...........H..t.H |
| 9cc0 | 83 6d 00 01 75 09 48 8b cd ff 15 39 4d 04 00 b8 ff ff ff ff 4c 8d 9c 24 90 00 00 00 49 8b 5b 10 | .m..u.H....9M.......L..$....I.[. |
| 9ce0 | 49 8b 6b 18 49 8b 73 20 49 8b 7b 28 49 8b e3 41 5e c3 48 8d 15 d7 7e 09 00 eb 40 48 8d 15 06 2e | I.k.I.s.I.{(I..A^.H...~...@H.... |
| 9d00 | 09 00 e9 85 fe ff ff 48 8d 15 8a 7d 09 00 eb 2b 48 8d 15 91 2d 09 00 e9 70 fe ff ff 48 8d 15 2d | .......H...}...+H...-...p...H..- |
| 9d20 | 7d 09 00 e9 64 fe ff ff 48 8d 15 f9 2c 09 00 e9 58 fe ff ff 48 8d 15 ed 7c 09 00 48 8b 0d 56 4d | }...d...H...,...X...H...|..H..VM |
| 9d40 | 04 00 48 8b 09 ff 15 85 4d 04 00 e9 6a ff ff ff 41 8b c6 e9 7c ff ff ff cc cc cc cc cc cc cc cc | ..H.....M...j...A...|........... |
| 9d60 | 48 83 ec 28 4c 8b 51 38 4c 8b c9 4c 8b 59 18 41 b8 01 00 00 00 33 c0 66 0f 1f 84 00 00 00 00 00 | H..(L.Q8L..L.Y.A.....3.f........ |
| 9d80 | 49 8b d3 49 0f af d0 4a 3b 14 10 74 0b 49 8b 49 30 48 83 3c 08 01 7f 1d 49 8b 49 30 4c 0f af 04 | I..I...J;..t.I.I0H.<....I.I0L... |
| 9da0 | 08 48 83 e8 08 48 83 f8 f8 7f d5 b8 01 00 00 00 48 83 c4 28 c3 48 8b 0d dc 4c 04 00 48 8d 15 65 | .H...H..........H..(.H...L..H..e |
| 9dc0 | 7c 09 00 48 8b 09 ff 15 04 4d 04 00 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc | |..H.....M..3.H..(.............. |
| 9de0 | 48 83 ec 28 41 f6 c1 01 74 1f 4c 8b 41 40 4d 85 c0 74 16 48 63 c2 49 83 3c c0 00 7c 0c 44 8b c2 | H..(A...t.L.A@M..t.Hc.I.<..|.D.. |
| 9e00 | 48 8d 15 49 7c 09 00 eb 23 41 f6 c1 02 74 34 48 8b 49 40 48 85 c9 74 0a 48 63 c2 48 83 3c c1 00 | H..I|...#A...t4H.I@H..t.Hc.H.<.. |
| 9e20 | 7d 21 44 8b c2 48 8d 15 fc 2b 09 00 48 8b 0d 65 4c 04 00 48 8b 09 ff 15 44 4c 04 00 33 c0 48 83 | }!D..H...+..H..eL..H....DL..3.H. |
| 9e40 | c4 28 c3 b8 01 00 00 00 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .(......H..(.................... |
| 9e60 | 48 83 ec 28 48 63 c2 4c 8d 14 c5 00 00 00 00 48 8b 41 30 49 83 3c 02 01 0f 8e c0 00 00 00 4c 8b | H..(Hc.L.......H.A0I.<........L. |
| 9e80 | 41 38 41 8b c1 83 e0 08 4d 85 c0 74 66 85 c0 74 41 41 f6 c1 06 74 28 4b 83 3c 10 08 74 34 44 8b | A8A.....M..tf..tAA...t(K.<..t4D. |
| 9ea0 | c2 48 8d 15 b0 2c 09 00 48 8b 0d e9 4b 04 00 48 8b 09 ff 15 c8 4b 04 00 33 c0 48 83 c4 28 c3 48 | .H...,..H...K..H.....K..3.H..(.H |
| 9ec0 | 8b 41 18 4b 39 04 10 74 09 48 8d 15 00 7d 09 00 eb 55 41 f6 c1 20 74 66 4b 8b 04 02 48 99 48 33 | .A.K9..t.H...}...UA...tfK...H.H3 |
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| ad40 | 03 01 02 04 04 02 04 04 04 00 03 04 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ................................ |
| ad60 | 48 83 ec 38 48 8b 41 18 48 85 c0 74 4d 4c 8b 18 4c 3b d9 74 36 48 8b 40 f0 8b 51 40 0f b6 49 44 | H..8H.A.H..tML..L;.t6H.@..Q@..ID |
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| ada0 | 02 4d 8b 00 48 89 44 24 20 eb 3d 49 8b 03 4c 8d 15 e3 1e 09 00 4c 8b 08 eb 0e 4c 8d 0d 77 20 09 | .M..H.D$..=I..L......L....L..w.. |
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| c7c0 | d8 48 85 c0 74 2e 48 8b 15 e3 a3 09 00 4c 8b c0 48 8b cf ff 15 07 20 04 00 48 8b 0b 48 ff c9 48 | .H..t.H......L..H........H..H..H |
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| c820 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b 41 08 4c 8b c1 48 8b 0d f2 21 04 00 48 3b | ................H.A.L..H...!..H; |
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| c9e0 | 24 38 48 85 ff 0f 8e b5 00 00 00 48 8b 35 16 23 04 00 48 8d 5a 18 45 8d 53 01 66 0f 1f 44 00 00 | $8H........H.5.#..H.Z.E.S.f..D.. |
| ca00 | 48 8b 0b 48 8b 41 08 83 b8 a8 00 00 00 00 0f 8d 7c 00 00 00 f7 81 a8 00 00 00 00 00 00 40 74 70 | H..H.A..........|............@tp |
| ca20 | 4c 3b c9 74 7e 49 8b 81 58 01 00 00 48 85 c0 74 35 4c 8b 40 10 33 d2 4d 85 c0 7e 54 48 83 c0 18 | L;.t~I..X...H..t5L.@.3.M..~TH... |
| ca40 | 48 39 08 74 5e 48 ff c2 48 83 c0 08 49 3b d0 7c ef eb 3d 48 8b 7c 24 20 41 ba 01 00 00 00 41 8b | H9.t^H..H...I;.|..=H.|$.A.....A. |
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| caa0 | 45 33 d2 48 8b 5c 24 30 41 8b c2 48 8b 74 24 38 48 8b 7c 24 20 48 83 c4 28 c3 49 8b c9 48 83 c4 | E3.H.\$0A..H.t$8H.|$.H..(.I..H.. |
| cac0 | 28 48 ff 25 d8 21 04 00 cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 7c 24 10 48 8b 5a 10 45 33 | (H.%.!..........H.\$.H.|$.H.Z.E3 |
| cae0 | c0 4c 8b c9 48 85 db 7e 1c 48 8d 42 18 0f 1f 00 4c 3b 08 0f 84 c6 00 00 00 49 ff c0 48 83 c0 08 | .L..H..~.H.B....L;.......I..H... |
| cb00 | 4c 3b c3 7c eb 45 33 d2 48 85 db 0f 8e a1 00 00 00 48 8b 3d f0 21 04 00 4c 8d 5a 18 0f 1f 40 00 | L;.|.E3.H........H.=.!..L.Z...@. |
| cb20 | 49 8b 0b 48 8b 41 08 83 b8 a8 00 00 00 00 7d 72 f7 81 a8 00 00 00 00 00 00 40 74 66 4c 3b c9 74 | I..H.A........}r.........@tfL;.t |
| cb40 | 7e 49 8b 81 58 01 00 00 48 85 c0 74 26 4c 8b 40 10 33 d2 4d 85 c0 7e 4a 48 83 c0 18 0f 1f 40 00 | ~I..X...H..t&L.@.3.M..~JH.....@. |
| cb60 | 48 39 08 74 5a 48 ff c2 48 83 c0 08 49 3b d0 7c ef eb 2f 49 8b c1 66 66 0f 1f 84 00 00 00 00 00 | H9.tZH..H...I;.|../I..ff........ |
| cb80 | 48 8b 80 00 01 00 00 48 3b c1 74 0d 48 85 c0 75 ef 48 3b cf 0f 94 c0 eb 05 b8 01 00 00 00 85 c0 | H......H;.t.H..u.H;............. |
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| e780 | ff 15 02 03 04 00 85 c0 0f 88 0e 01 00 00 4c 8b 57 10 4c 3b 56 10 0f 85 24 01 00 00 48 8b 47 18 | ..............L.W.L;V...$...H.G. |
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| e860 | 0f 95 c3 eb 61 48 8b 0d dc 02 04 00 8b c3 48 3b f9 0f 94 c0 85 c2 75 48 48 3b f1 8b c3 0f 94 c0 | ....aH........H;......uHH;...... |
| e880 | 41 85 c0 75 3b 44 8b c5 48 8b d6 48 8b cf ff 15 dc 01 04 00 48 8b d8 48 85 c0 75 07 b8 ff ff ff | A..u;D..H..H........H..H..u..... |
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| e8e0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 49 | ................H.\$.H.t$.WH...I |
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| e960 | 5f c3 48 8b ce 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f e9 67 10 00 00 cc cc cc cc cc cc cc | _.H..H.\$0H.t$8H..._.g.......... |
| e980 | 40 53 48 83 ec 20 48 8b 1d 43 81 09 00 48 8b d3 ff 15 0a 02 04 00 48 85 c0 75 73 ff 15 87 02 04 | @SH...H..C...H........H..us..... |
| e9a0 | 00 48 85 c0 75 60 48 8b 43 08 48 8b d3 f7 80 a8 00 00 00 00 00 00 04 74 3d b9 01 00 00 00 ff 15 | .H..u`H.C.H............t=....... |
| e9c0 | 0c ff 03 00 48 8b d8 48 85 c0 74 3a 48 8b 0d 85 02 04 00 48 8b d0 48 8b 09 ff 15 d1 02 04 00 48 | ....H..H..t:H......H..H........H |
| e9e0 | 83 2b 01 75 21 48 8b cb ff 15 1a 00 04 00 33 c0 48 83 c4 20 5b c3 48 8b 0d 5b 02 04 00 48 8b 09 | .+.u!H........3.H...[.H..[...H.. |
| ea00 | ff 15 aa 02 04 00 33 c0 48 83 c4 20 5b c3 48 ff 00 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc | ......3.H...[.H..H...[.......... |
| ea20 | 48 89 5c 24 08 57 48 83 ec 20 48 8b 41 08 48 8b fa 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 | H.\$.WH...H.A.H..L......M..t.A.. |
| ea40 | eb 06 ff 15 30 01 04 00 48 8b d8 48 85 c0 75 2e 48 8b 0d 91 00 04 00 48 8b 09 ff 15 80 ff 03 00 | ....0...H..H..u.H......H........ |
| ea60 | 85 c0 74 1a 48 8b 0d 9d fe 03 00 48 8d 15 26 39 09 00 4c 8b c7 48 8b 09 ff 15 02 00 04 00 48 8b | ..t.H......H..&9..L..H........H. |
| ea80 | c3 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H.\$0H..._..................... |
| eaa0 | 48 89 5c 24 10 48 89 6c 24 18 48 89 74 24 20 57 41 54 41 57 48 83 ec 30 33 db 45 8b f8 48 8b ea | H.\$.H.l$.H.t$.WATAWH..03.E..H.. |
| eac0 | 4c 8b e1 8b f3 8b fb 48 85 d2 75 13 33 c9 ff 15 8c fc 03 00 48 8b d8 48 85 c0 74 72 48 8b e8 48 | L......H..u.3.......H..H..trH..H |
| eae0 | 8b 0d ea 96 09 00 4c 89 74 24 50 ff 15 07 ff 03 00 4c 8b f0 48 85 c0 74 28 ff 15 e9 fc 03 00 48 | ......L.t$P......L..H..t(......H |
| eb00 | 8b f8 48 85 c0 74 1a 4c 8b cd 44 89 7c 24 20 4c 8b c0 49 8b d6 49 8b cc ff 15 1a 01 04 00 48 8b | ..H..t.L..D.|$.L..I..I........H. |
| eb20 | f0 4c 8b 74 24 50 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 ce fe 03 00 48 85 ff 74 0f 48 | .L.t$PH..t.H.+.u.H........H..t.H |
| eb40 | 83 2f 01 75 09 48 8b cf ff 15 ba fe 03 00 48 8b 5c 24 58 48 8b c6 48 8b 74 24 68 48 8b 6c 24 60 | ./.u.H........H.\$XH..H.t$hH.l$` |
| eb60 | 48 83 c4 30 41 5f 41 5c 5f c3 cc cc cc cc cc cc 48 8b 41 08 4c 8b 88 98 00 00 00 4d 85 c9 74 03 | H..0A_A\_.......H.A.L......M..t. |
| eb80 | 49 ff e1 48 ff 25 5e 01 04 00 cc cc cc cc cc cc 48 89 5c 24 10 48 89 6c 24 18 48 89 74 24 20 41 | I..H.%^.........H.\$.H.l$.H.t$.A |
| eba0 | 56 48 83 ec 30 48 8b d9 33 f6 48 8b 49 08 49 8b e8 48 3b 0d c0 00 04 00 4c 8b f2 75 20 48 89 54 | VH..0H..3.H.I.I..H;.....L..u.H.T |
| ebc0 | 24 20 48 8b cb 4c 89 44 24 28 48 8d 54 24 20 44 8d 46 02 e8 08 04 00 00 e9 bf 00 00 00 48 8b 15 | $.H..L.D$(H.T$.D.F...........H.. |
| ebe0 | f4 00 04 00 48 3b ca 74 0a ff 15 39 fe 03 00 85 c0 74 48 48 8b 53 10 8b 4a 10 8b c1 83 e0 8d 3d | ....H;.t...9.....tHH.S..J......= |
| ec00 | 80 00 00 00 75 35 4c 89 74 24 20 48 89 6c 24 28 48 8b 42 08 f6 c1 20 75 04 48 8b 73 18 41 b8 02 | ....u5L.t$.H.l$(H.B....u.H.s.A.. |
| ec20 | 00 00 00 48 8d 54 24 20 41 84 c8 48 8b ce 74 07 45 33 c9 ff d0 eb 65 ff d0 eb 61 b9 02 00 00 00 | ...H.T$.A..H..t.E3....e...a..... |
| ec40 | 48 89 7c 24 40 ff 15 ed fe 03 00 48 8b f8 48 85 c0 74 41 49 ff 06 45 33 c0 4c 89 70 18 48 8b d0 | H.|$@......H..H..tAI..E3.L.p.H.. |
| ec60 | 48 ff 45 00 48 8b cb 48 89 68 20 48 ff 03 e8 0d 07 00 00 48 83 2f 01 48 8b f0 75 09 48 8b cf ff | H.E.H..H.h.H.......H./.H..u.H... |
| ec80 | 15 83 fd 03 00 48 83 2b 01 75 09 48 8b cb ff 15 74 fd 03 00 48 8b 7c 24 40 48 8b c6 48 8b 5c 24 | .....H.+.u.H....t...H.|$@H..H.\$ |
| eca0 | 48 48 8b 6c 24 50 48 8b 74 24 58 48 83 c4 30 41 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | HH.l$PH.t$XH..0A^............... |
| ecc0 | 48 89 54 24 10 53 48 83 ec 20 48 8b d9 48 8b 49 08 48 3b 0d a0 ff 03 00 75 19 41 b8 01 00 00 00 | H.T$.SH...H..H.I.H;.....u.A..... |
| ece0 | 48 8d 54 24 38 48 8b cb e8 f3 02 00 00 48 83 c4 20 5b c3 48 8b 15 de ff 03 00 48 3b ca 74 15 ff | H.T$8H.......H...[.H......H;.t.. |
| ed00 | 15 23 fd 03 00 85 c0 0f 84 81 00 00 00 48 8b 15 c4 ff 03 00 48 8b 43 10 f6 40 10 08 74 13 48 8b | .#...........H......H.C..@..t.H. |
| ed20 | 54 24 38 48 8b cb e8 15 02 00 00 48 83 c4 20 5b c3 48 8b 4b 08 48 3b ca 74 0a ff 15 e8 fc 03 00 | T$8H.......H...[.H.K.H;.t....... |
| ed40 | 85 c0 74 4a 48 8b 53 10 8b 4a 10 8b c1 83 e0 8d 3d 80 00 00 00 75 37 48 8b 42 08 f6 c1 20 74 04 | ..tJH.S..J......=....u7H.B....t. |
| ed60 | 33 db eb 04 48 8b 5b 18 f6 c1 02 48 8d 54 24 38 48 8b cb 41 b8 01 00 00 00 74 0b 45 33 c9 ff d0 | 3...H.[....H.T$8H..A.....t.E3... |
| ed80 | 48 83 c4 20 5b c3 ff d0 48 83 c4 20 5b c3 48 89 74 24 30 b9 01 00 00 00 48 8b 74 24 38 48 89 7c | H...[...H...[.H.t$0.....H.t$8H.| |
| eda0 | 24 40 ff 15 90 fd 03 00 48 8b f8 48 85 c0 75 14 48 8b 7c 24 40 33 db 48 8b 74 24 30 8b c3 48 83 | $@......H..H..u.H.|$@3.H.t$0..H. |
| edc0 | c4 20 5b c3 48 ff 06 45 33 c0 48 8b d7 48 89 70 18 48 8b cb e8 a7 05 00 00 48 83 2f 01 48 8b d8 | ..[.H..E3.H..H.p.H.......H./.H.. |
| ede0 | 75 09 48 8b cf ff 15 1d fc 03 00 48 8b 7c 24 40 48 8b c3 48 8b 74 24 30 48 83 c4 20 5b c3 cc cc | u.H........H.|$@H..H.t$0H...[... |
| ee00 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 48 | ................H.\$.H.t$.WH...H |
| ee20 | 8b f1 48 8b fa b9 01 00 00 00 ff 15 08 fd 03 00 48 8b d8 48 85 c0 75 10 48 8b 5c 24 30 48 8b 74 | ..H.............H..H..u.H.\$0H.t |
| ee40 | 24 38 48 83 c4 20 5f c3 48 ff 07 45 33 c0 48 8b d3 48 89 78 18 48 8b ce e8 23 05 00 00 48 83 2b | $8H..._.H..E3.H..H.x.H...#...H.+ |
| ee60 | 01 48 8b f8 75 09 48 8b cb ff 15 99 fb 03 00 48 8b 5c 24 30 48 8b c7 48 8b 74 24 38 48 83 c4 20 | .H..u.H........H.\$0H..H.t$8H... |
| ee80 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b 41 10 44 8b 48 10 4c 8b 50 08 41 f6 c1 20 | _...............H.A.D.H.L.P.A... |
| eea0 | 74 04 33 c9 eb 04 48 8b 49 18 41 f6 c1 02 74 06 45 33 c9 49 ff e2 49 ff e2 cc cc cc cc cc cc cc | t.3...H.I.A...t.E3.I..I......... |
| eec0 | 40 53 48 83 ec 20 48 8b d9 48 8b 49 08 48 3b 0d a4 fd 03 00 75 12 45 33 c0 33 d2 48 8b cb 48 83 | @SH...H..H.I.H;.....u.E3.3.H..H. |
| eee0 | c4 20 5b e9 f8 00 00 00 48 8b 15 e9 fd 03 00 48 3b ca 74 0a ff 15 2e fb 03 00 85 c0 74 19 48 8b | ..[.....H......H;.t.........t.H. |
| ef00 | 43 10 f6 40 10 04 74 0f 33 d2 48 8b cb 48 83 c4 20 5b e9 29 00 00 00 48 8b 15 9a 89 09 00 45 33 | C..@..t.3.H..H...[.)...H......E3 |
| ef20 | c0 48 8b cb 48 83 c4 20 5b e9 52 04 00 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H..H...[.R..................... |
| ef40 | 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 48 8b 41 10 48 8b fa f6 40 10 20 48 8b 70 08 74 04 | H.\$.H.t$.WH...H.A.H...@..H.p.t. |
| ef60 | 33 db eb 04 48 8b 59 18 48 8d 0d 71 34 09 00 ff 15 8b f9 03 00 85 c0 74 12 33 c0 48 8b 5c 24 30 | 3...H.Y.H..q4..........t.3.H.\$0 |
| ef80 | 48 8b 74 24 38 48 83 c4 20 5f c3 48 8b d7 48 8b cb ff d6 48 8b d8 ff 15 b4 fc 03 00 48 85 db 75 | H.t$8H..._.H..H....H........H..u |
| efa0 | 22 ff 15 81 fc 03 00 48 85 c0 75 17 48 8b 0d 6d f9 03 00 48 8d 15 f6 33 09 00 48 8b 09 ff 15 0d | "......H..u.H..m...H...3..H..... |
| efc0 | fb 03 00 48 8b 74 24 38 48 8b c3 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc | ...H.t$8H..H.\$0H..._........... |
| efe0 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 41 56 41 57 48 83 ec 60 48 8b 79 10 48 8b f1 4c | H.\$.H.l$.H.t$.WAVAWH..`H.y.H..L |
| f000 | 8b 71 18 49 8b e8 48 8b 59 20 4c 8b fa 48 8d 0d ec 33 09 00 ff 15 e6 f8 03 00 85 c0 74 07 33 c0 | .q.I..H.Y.L..H...3..........t.3. |
| f020 | e9 ba 00 00 00 83 7f 18 00 75 55 83 7f 24 43 75 4f 48 85 db 75 1f 48 63 47 10 48 3b c5 75 16 4d | .........uU..$CuOH..u.HcG.H;.u.M |
| f040 | 8b ce 4c 8b c5 49 8b d7 48 8b cf e8 b0 00 00 00 e9 7e 00 00 00 48 85 ed 75 26 48 85 db 74 21 4c | ..L..I..H........~...H..u&H..t!L |
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| f080 | 48 8b 56 30 45 33 c9 4c 8b 46 28 48 85 db 74 0a 48 8b 4b 10 48 8d 43 18 eb 06 49 8b c1 49 8b c9 | H.V0E3.L.F(H..t.H.K.H.C...I..I.. |
| f0a0 | 48 89 54 24 50 49 8b d6 4c 89 44 24 48 45 33 c0 89 4c 24 40 48 8b cf 48 89 44 24 38 44 89 4c 24 | H.T$PI..L.D$HE3..L$@H..H.D$8D.L$ |
| f0c0 | 30 4c 89 4c 24 28 4d 8b cf 89 6c 24 20 ff 15 cd f9 03 00 48 8b d8 ff 15 74 fb 03 00 48 8b c3 4c | 0L.L$(M...l$.......H....t...H..L |
| f0e0 | 8d 5c 24 60 49 8b 5b 20 49 8b 6b 28 49 8b 73 30 49 8b e3 41 5f 41 5e 5f c3 cc cc cc cc cc cc cc | .\$`I.[.I.k(I.s0I..A_A^_........ |
| f100 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 89 7c 24 20 41 56 48 83 ec 20 49 8b f9 49 8b e8 | H.\$.H.l$.H.t$.H.|$.AVH...I..I.. |
| f120 | 48 8b f2 48 8b d9 ff 15 c4 fa 03 00 45 33 c9 4c 8b c7 48 8b c8 48 8b d3 4c 8b f0 ff 15 2f fb 03 | H..H........E3.L..H..H..L..../.. |
| f140 | 00 48 8b d8 48 85 c0 74 59 48 8b 15 80 85 09 00 33 c0 48 03 d3 48 85 ed 7e 20 66 0f 1f 44 00 00 | .H..H..tYH......3.H..H..~.f..D.. |
| f160 | 48 8b 0e 48 8d 76 08 48 ff 01 48 8b 4e f8 48 89 0c c2 48 ff c0 48 3b c5 7c e6 33 d2 48 8b cb ff | H..H.v.H..H.N.H...H..H;.|.3.H... |
| f180 | 15 e3 f7 03 00 41 ff 46 20 48 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 6d f8 03 00 41 ff 4e 20 48 | .....A.F.H..H.+.u.H....m...A.N.H |
| f1a0 | 8b c7 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 8b 7c 24 48 48 83 c4 20 41 5e c3 cc cc cc | ..H.\$0H.l$8H.t$@H.|$HH...A^.... |
| f1c0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 | ................H.\$.H.l$.H.t$.H |
| f1e0 | 89 7c 24 20 41 56 48 83 ec 20 45 33 f6 48 8b f1 48 8b 49 08 49 8b f9 41 8b de 8b 81 a8 00 00 00 | .|$.AVH...E3.H..H.I.I..A........ |
| f200 | 0f ba e0 1e 73 5a 48 8b ee 48 8b f1 48 85 ff 0f 84 ee 00 00 00 48 3b 3d 2c f9 03 00 0f 84 d5 00 | ....sZH..H..H........H;=,....... |
| f220 | 00 00 48 8b 47 08 8b 88 a8 00 00 00 85 c9 0f 89 b7 00 00 00 f7 87 a8 00 00 00 00 00 00 40 0f 84 | ..H.G........................@.. |
| f240 | a7 00 00 00 33 d2 48 8b cf ff 15 11 f6 03 00 4c 8b f0 48 85 c0 0f 84 b4 00 00 00 e9 97 00 00 00 | ....3.H........L..H............. |
| f260 | 85 c0 0f 89 d6 00 00 00 f7 86 a8 00 00 00 00 00 00 40 0f 84 c6 00 00 00 33 c9 ff 15 b8 f8 03 00 | .................@......3....... |
| f280 | 48 8b e8 48 85 c0 0f 84 c9 00 00 00 45 33 c0 48 8b d0 48 8b ce ff 15 0d f7 03 00 48 83 6d 00 01 | H..H........E3.H..H........H.m.. |
| f2a0 | 48 8b d8 75 09 48 8b cd ff 15 5a f7 03 00 48 85 db 0f 84 9e 00 00 00 4c 8b 4b 08 48 8b eb 41 f7 | H..u.H....Z...H........L.K.H..A. |
| f2c0 | 81 a8 00 00 00 00 00 00 40 0f 85 3d ff ff ff 48 8b 0d d2 f5 03 00 48 8d 15 b3 31 09 00 4c 8b c6 | ........@..=...H......H...1..L.. |
| f2e0 | 48 8b 09 ff 15 97 f7 03 00 eb 24 0f ba e1 1e 73 34 48 ff 07 4c 8b f7 49 8b d6 48 8b cd ff 15 3d | H.........$....s4H..L..I..H....= |
| f300 | f6 03 00 48 8b d5 48 8b ce ff 15 a1 f9 03 00 48 85 db 74 41 48 83 2b 01 75 3b 48 8b cb ff 15 e5 | ...H..H........H..tAH.+.u;H..... |
| f320 | f6 03 00 eb 30 48 8b 0d 7c f5 03 00 48 8d 15 ed 30 09 00 48 8b 09 ff 15 94 f7 03 00 eb d1 48 8b | ....0H..|...H...0..H..........H. |
| f340 | 0d 63 f5 03 00 48 8d 15 04 31 09 00 48 8b 09 ff 15 7b f7 03 00 48 8b 5c 24 30 48 8b 6c 24 38 48 | .c...H...1..H....{...H.\$0H.l$8H |
| f360 | 8b 74 24 40 48 8b 7c 24 48 48 83 c4 20 41 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .t$@H.|$HH...A^................. |
| f380 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 20 48 8b 41 08 49 8b f8 48 8b f2 48 8b | H.\$.H.l$.H.t$.WH...H.A.I..H..H. |
| f3a0 | d9 48 8b a8 80 00 00 00 48 85 ed 75 08 ff 15 f5 f5 03 00 eb 53 48 8d 0d 4c 31 09 00 ff 15 3e f5 | .H......H..u........SH..L1....>. |
| f3c0 | 03 00 85 c0 74 04 33 c0 eb 3e 4c 8b c7 48 8b d6 48 8b cb ff d5 48 8b d8 ff 15 72 f8 03 00 48 85 | ....t.3..>L..H..H....H....r...H. |
| f3e0 | db 75 22 ff 15 3f f8 03 00 48 85 c0 75 17 48 8b 0d 2b f5 03 00 48 8d 15 dc 30 09 00 48 8b 09 ff | .u"..?...H..u.H..+...H...0..H... |
| f400 | 15 cb f6 03 00 48 8b c3 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 83 c4 20 5f c3 cc cc cc | .....H..H.\$0H.l$8H.t$@H..._.... |
| f420 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 48 4c 8b 54 24 70 48 8d 05 38 31 09 00 | ................H..HL.T$pH..81.. |
| f440 | 4d 3b d0 4c 89 54 24 30 4d 8b d8 4c 8b c1 48 8b 0d 53 f4 03 00 4d 0f 4d d9 4c 8d 0d 10 31 09 00 | M;.L.T$0M..L..H..S...M.M.L...1.. |
| f460 | 49 0f 4d c1 4c 8d 0d fd 30 09 00 85 d2 48 8d 15 a4 8f 09 00 48 8b 09 4c 0f 44 c8 49 83 fb 01 48 | I.M.L...0....H......H..L.D.I...H |
| f480 | 8d 05 66 24 09 00 48 0f 44 c2 48 8d 15 97 30 09 00 48 89 44 24 28 4c 89 5c 24 20 ff 15 df f5 03 | ..f$..H.D.H...0..H.D$(L.\$...... |
| f4a0 | 00 48 83 c4 48 c3 cc cc cc cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 4d 89 43 18 55 56 57 41 56 | .H..H...........L..I.[.M.C.UVWAV |
| f4c0 | 41 57 48 83 ec 30 33 c0 4d 8d 43 18 49 89 43 18 4d 8b f9 49 89 43 10 4d 8d 4b 10 49 89 43 c8 48 | AWH..03.M.C.I.C.M..I.C.M.K.I.C.H |
| f4e0 | 8b f2 48 8b 84 24 80 00 00 00 48 8b e9 4c 8d 34 c2 49 8d 53 c8 ff 15 95 f5 03 00 85 c0 0f 84 5a | ..H..$....H..L.4.I.S...........Z |
| f500 | 01 00 00 0f 1f 40 00 66 0f 1f 84 00 00 00 00 00 49 8b 06 49 8b d6 4c 8b 4c 24 70 48 8b c8 48 85 | .....@.f........I..I..L.L$pH..H. |
| f520 | c0 74 1b 4c 8b c0 49 8b c8 4d 39 08 74 10 48 8b 4a 08 48 83 c2 08 4c 8b c1 48 85 c9 75 e8 48 85 | .t.L..I..M9.t.H.J.H...L..H..u.H. |
| f540 | c9 74 15 48 8b 44 24 68 48 2b d6 48 c1 fa 03 49 89 04 d7 e9 e5 00 00 00 49 8b 49 08 49 8b de f7 | .t.H.D$hH+.H...I........I.I.I... |
| f560 | 81 a8 00 00 00 00 00 00 10 0f 84 36 01 00 00 48 85 c0 74 4a 48 8b 08 49 3b c9 0f 84 a2 00 00 00 | ...........6...H..tJH..I;....... |
| f580 | 49 8b 41 10 48 39 41 10 75 27 49 8b d1 ff 15 0d f3 03 00 8b f8 85 c0 79 0f ff 15 89 f6 03 00 48 | I.A.H9A.u'I............y.......H |
| f5a0 | 85 c0 0f 85 1c 01 00 00 4c 8b 4c 24 70 85 ff 74 71 48 8b 43 08 48 83 c3 08 48 85 c0 75 b6 49 3b | ........L.L$p..tqH.C.H...H..u.I; |
| f5c0 | f6 74 56 0f 1f 40 00 66 0f 1f 84 00 00 00 00 00 48 8b 06 48 8b 08 49 3b c9 0f 84 91 00 00 00 49 | .tV..@.f........H..H..I;.......I |
| f5e0 | 8b 41 10 48 39 41 10 75 27 49 8b d1 ff 15 ae f2 03 00 8b d8 85 c0 79 0f ff 15 2a f6 03 00 48 85 | .A.H9A.u'I............y...*...H. |
| f600 | c0 0f 85 bd 00 00 00 4c 8b 4c 24 70 85 db 74 60 48 83 c6 08 49 3b f6 75 b7 48 8d 15 68 2f 09 00 | .......L.L$p..t`H...I;.u.H..h/.. |
| f620 | eb 55 48 8b 44 24 68 48 8b cb 48 2b ce 48 c1 f9 03 49 89 04 cf 48 8b 03 48 85 c0 74 81 4c 8d 4c | .UH.D$hH..H+.H...I...H..H..t.L.L |
| f640 | 24 68 48 8b cd 4c 8d 44 24 70 48 8d 54 24 20 ff 15 3b f4 03 00 85 c0 0f 85 b3 fe ff ff 33 c0 48 | $hH..L.D$pH.T$...;...........3.H |
| f660 | 8b 5c 24 60 48 83 c4 30 41 5f 41 5e 5f 5e 5d c3 48 8d 15 69 2f 09 00 48 8b 0d 2a f2 03 00 4c 8b | .\$`H..0A_A^_^].H..i/..H..*...L. |
| f680 | 84 24 88 00 00 00 48 8b 09 ff 15 f1 f3 03 00 b8 ff ff ff ff 48 8b 5c 24 60 48 83 c4 30 41 5f 41 | .$....H.............H.\$`H..0A_A |
| f6a0 | 5e 5f 5e 5d c3 48 8b 0d fc f1 03 00 48 8d 15 05 2f 09 00 4c 8b 84 24 88 00 00 00 48 8b 09 ff 15 | ^_^].H......H.../..L..$....H.... |
| f6c0 | bc f3 03 00 48 8b 5c 24 60 b8 ff ff ff ff 48 83 c4 30 41 5f 41 5e 5f 5e 5d c3 cc cc cc cc cc cc | ....H.\$`.....H..0A_A^_^]....... |
| f6e0 | 4c 8b c1 4c 8b ca 48 8b 0d bb f1 03 00 48 8d 15 ec 2e 09 00 48 8b 09 48 ff 25 82 f3 03 00 cc cc | L..L..H......H......H..H.%...... |
| f700 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 | ................H.\$.H.l$.H.t$.H |
| f720 | 89 7c 24 20 41 54 41 56 41 57 48 83 ec 20 ff 15 bc f4 03 00 48 8b d8 4c 8b 60 58 4c 8b 70 60 4c | .|$.ATAVAWH.........H..L.`XL.p`L |
| f740 | 8b 78 68 33 c0 48 89 43 58 48 89 43 60 48 89 43 68 4d 85 e4 74 04 49 ff 04 24 4d 85 f6 74 03 49 | .xh3.H.CXH.C`H.ChM..t.I..$M..t.I |
| f760 | ff 06 4d 85 ff 74 03 49 ff 07 48 8b 4b 58 48 8b 73 60 48 8b 7b 68 4c 89 63 58 4c 89 73 60 4c 89 | ..M..t.I..H.KXH.s`H.{hL.cXL.s`L. |
| f780 | 7b 68 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 75 f2 03 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b | {hH..t.H.).u...u...H..t.H...u.H. |
| f7a0 | ce ff 15 61 f2 03 00 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 4d f2 03 00 b9 01 00 00 00 | ...a...H..t.H./.u.H....M........ |
| f7c0 | ff 15 ba f4 03 00 48 8d 0d 73 68 09 00 ff 15 9d f1 03 00 48 8b 4b 58 48 8b f8 48 8b 6b 60 48 8b | ......H..sh........H.KXH..H.k`H. |
| f7e0 | 73 68 4c 89 63 58 4c 89 73 60 4c 89 7b 68 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 09 f2 03 00 48 | shL.cXL.s`L.{hH..t.H.).u.......H |
| f800 | 85 ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff 15 f4 f1 03 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 | ..t.H.m..u.H........H..t.H...u.H |
| f820 | 8b ce ff 15 e0 f1 03 00 48 85 ff 75 0f 48 8b 0d 14 f3 03 00 ff 15 86 f2 03 00 eb 18 48 8b cf ff | ........H..u.H..............H... |
| f840 | 15 7b f2 03 00 48 83 2f 01 75 09 48 8b cf ff 15 b4 f1 03 00 48 8b 5c 24 40 48 8b 6c 24 48 48 8b | .{...H./.u.H........H.\$@H.l$HH. |
| f860 | 74 24 50 48 8b 7c 24 58 48 83 c4 20 41 5f 41 5e 41 5c c3 cc cc cc cc cc cc cc cc cc cc cc cc cc | t$PH.|$XH...A_A^A\.............. |
| f880 | 48 8b 41 58 48 89 02 48 8b 41 60 49 89 00 48 8b 41 68 49 89 01 33 c0 48 89 41 58 48 89 41 60 48 | H.AXH..H.A`I..H.AhI..3.H.AXH.A`H |
| f8a0 | 89 41 68 c3 cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8b 41 58 48 8b | .Ah.............H.\$.WH...H.AXH. |
| f8c0 | 79 60 48 8b 59 68 48 89 51 58 4c 89 41 60 4c 89 49 68 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 | y`H.YhH.QXL.A`L.IhH..t.H.(.u.H.. |
| f8e0 | ff 15 22 f1 03 00 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 0e f1 03 00 48 85 db 74 0f 48 | .."...H..t.H./.u.H........H..t.H |
| f900 | 83 2b 01 75 09 48 8b cb ff 15 fa f0 03 00 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc | .+.u.H........H.\$0H..._........ |
| f920 | 48 83 ec 28 48 8b 42 08 f7 80 a8 00 00 00 00 00 00 10 75 21 48 8b 0d 6d ef 03 00 48 8d 15 d6 2c | H..(H.B...........u!H..m...H..., |
| f940 | 09 00 48 8b 09 ff 15 85 f1 03 00 b8 ff ff ff ff 48 83 c4 28 c3 48 8b 41 08 4c 8b 80 90 00 00 00 | ..H.............H..(.H.A.L...... |
| f960 | 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 08 f2 03 00 48 85 c0 75 0d ff 15 15 ee 03 00 33 c0 48 83 c4 | M..t.A..........H..u.......3.H.. |
| f980 | 28 c3 48 83 28 01 75 09 48 8b c8 ff 15 77 f0 03 00 b8 01 00 00 00 48 83 c4 28 c3 cc cc cc cc cc | (.H.(.u.H....w........H..(...... |
| f9a0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b 42 08 f7 80 a8 00 00 00 00 00 00 10 74 13 | ................H.B...........t. |
| f9c0 | 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 03 49 ff e0 48 ff 25 9e f1 03 00 cc cc cc cc cc cc | H.A.L......M..t.I..H.%.......... |
| f9e0 | 48 89 5c 24 08 57 48 83 ec 20 48 8b f9 48 8b 0d a4 88 09 00 48 8b d7 48 8b 41 08 4c 8b 80 90 00 | H.\$.WH...H..H......H..H.A.L.... |
| fa00 | 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 66 f1 03 00 48 8b d8 48 85 c0 75 1a 48 8b 0d a7 ee 03 | ..M..t.A......f...H..H..u.H..... |
| fa20 | 00 48 8d 15 20 2c 09 00 4c 8b c7 48 8b 09 ff 15 4c f0 03 00 48 8b c3 48 8b 5c 24 30 48 83 c4 20 | .H...,..L..H....L...H..H.\$0H... |
| fa40 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 03 | _...............H.A.L......M..t. |
| fa60 | 49 ff e0 48 ff 25 0e f1 03 00 cc cc cc cc cc cc 40 56 41 56 48 81 ec 28 01 00 00 48 8b 05 de b9 | I..H.%..........@VAVH..(...H.... |
| fa80 | 06 00 48 33 c4 48 89 84 24 10 01 00 00 48 8b 05 3c 87 09 00 45 33 f6 48 8b f1 48 85 c0 74 2d 48 | ..H3.H..$....H..<...E3.H..H..t-H |
| faa0 | 3b c1 75 07 33 c0 e9 77 1e 00 00 48 8b 0d 36 f1 03 00 48 8d 15 e7 2c 09 00 48 8b 09 ff 15 0e f0 | ;.u.3..w...H..6...H...,..H...... |
| fac0 | 03 00 b8 ff ff ff ff e9 56 1e 00 00 48 89 9c 24 48 01 00 00 48 89 bc 24 20 01 00 00 ff 15 a6 f0 | ........V...H..$H...H..$........ |
| fae0 | 03 00 41 b9 03 00 00 00 c7 44 24 20 09 00 00 00 4c 8d 05 41 cc 08 00 48 8b f8 48 8d 4c 24 38 41 | ..A......D$.....L..A...H..H.L$8A |
| fb00 | 8d 51 02 ff 15 c7 f1 03 00 45 33 c9 48 89 ac 24 50 01 00 00 33 d2 4c 8d 44 24 38 4c 2b c7 48 8b | .Q.......E3.H..$P...3.L.D$8L+.H. |
| fb20 | cf 41 0f b6 04 08 bb 01 00 00 00 84 c0 74 4d 38 01 75 58 48 ff c1 ff c2 48 8b c1 48 2b c7 48 83 | .A...........tM8.uXH....H..H+.H. |
| fb40 | f8 04 7c dd 48 8b 05 ad ef 03 00 48 8b 48 20 48 83 e9 08 48 89 0d 76 7b 09 00 33 c9 ff 15 d6 ef | ..|.H......H.H.H...H..v{..3..... |
| fb60 | 03 00 48 89 05 4f 7d 09 00 48 85 c0 0f 85 b1 00 00 00 bd df a4 00 00 e9 08 1d 00 00 48 63 c2 0f | ..H..O}..H..................Hc.. |
| fb80 | b6 0c 38 80 e9 30 80 f9 09 77 b9 33 c0 33 c9 89 44 24 30 88 44 24 34 48 8d 44 24 30 48 2b f8 90 | ..8..0...w.3.3..D$0.D$4H.D$0H+.. |
| fba0 | 4c 8d 44 24 30 4c 03 c1 42 0f b6 14 07 80 fa 2e 75 0a 45 85 c9 75 18 44 8b cb eb 07 8d 42 d0 3c | L.D$0L..B.......u.E..u.D.....B.< |
| fbc0 | 09 77 0c 48 ff c1 41 88 10 48 83 f9 04 7c d1 48 8d 44 24 30 ba c8 00 00 00 48 89 44 24 28 4c 8d | .w.H..A..H...|.H.D$0.....H.D$(L. |
| fbe0 | 4c 24 38 48 8d 05 1e cb 08 00 4c 8d 05 0f 1d 09 00 48 89 44 24 20 48 8d 4c 24 40 ff 15 cf f0 03 | L$8H......L......H.D$.H.L$@..... |
| fc00 | 00 4c 8b c3 48 8d 54 24 40 33 c9 ff 15 7f f0 03 00 85 c0 0f 89 2b ff ff ff bd db a4 00 00 e9 61 | .L..H.T$@3...........+.........a |
| fc20 | 1c 00 00 33 d2 48 8d 0d ee 87 09 00 ff 15 4e ec 03 00 48 89 05 b7 84 09 00 48 85 c0 75 0a bd e0 | ...3.H........N...H......H..u... |
| fc40 | a4 00 00 e9 3c 1c 00 00 33 d2 48 8d 0d c8 87 09 00 ff 15 69 ed 03 00 48 89 05 82 81 09 00 48 85 | ....<...3.H........i...H......H. |
| fc60 | c0 75 0a bd e1 a4 00 00 e9 17 1c 00 00 48 ff 06 48 8b ce 48 89 35 56 85 09 00 ff 15 78 ed 03 00 | .u...........H..H..H.5V.....x... |
| fc80 | 48 89 05 c1 7e 09 00 48 85 c0 75 0a bd 05 a5 00 00 e9 ee 1b 00 00 48 8b 05 ab 7e 09 00 48 8d 0d | H...~..H..u...........H...~..H.. |
| fca0 | b4 2a 09 00 48 ff 00 ff 15 cb ea 03 00 48 89 05 e4 85 09 00 48 85 c0 75 0a bd 07 a5 00 00 e9 c1 | .*..H........H......H..u........ |
| fcc0 | 1b 00 00 48 ff 00 48 8d 0d 7b 2a 09 00 ff 15 a5 ea 03 00 48 89 05 06 80 09 00 48 85 c0 75 0a bd | ...H..H..{*........H......H..u.. |
| fce0 | 09 a5 00 00 e9 9b 1b 00 00 4c 8b 05 a8 85 09 00 48 8d 15 41 2a 09 00 48 8b 0d d2 84 09 00 48 ff | .........L......H..A*..H......H. |
| fd00 | 00 ff 15 d9 ee 03 00 85 c0 79 0a bd 0b a5 00 00 e9 6f 1b 00 00 e8 86 33 00 00 85 c0 79 0a bd 0d | .........y.......o.....3....y... |
| fd20 | a5 00 00 e9 5c 1b 00 00 44 39 35 c9 76 09 00 74 29 4c 8b 05 f0 70 09 00 48 8b 15 41 73 09 00 48 | ....\...D95.v..t)L...p..H..As..H |
| fd40 | 8b 0d 8a 84 09 00 ff 15 9c ef 03 00 85 c0 79 0a bd 12 a5 00 00 e9 2a 1b 00 00 ff 15 a0 ec 03 00 | ..............y.......*......... |
| fd60 | 48 8b f8 48 85 c0 75 0a bd 16 a5 00 00 e9 12 1b 00 00 48 8d 15 a7 29 09 00 48 8b cf ff 15 ce ea | H..H..u...........H...)..H...... |
| fd80 | 03 00 48 85 c0 75 25 4c 8b 05 42 84 09 00 48 8d 15 73 29 09 00 48 8b cf ff 15 7a ed 03 00 85 c0 | ..H..u%L..B...H..s)..H....z..... |
| fda0 | 79 0a bd 18 a5 00 00 e9 d8 1a 00 00 48 8b 0d e5 84 09 00 48 8b 35 46 6c 09 00 48 8b d6 48 8b 41 | y...........H......H.5Fl..H..H.A |
| fdc0 | 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 a0 ed 03 00 48 8b f8 48 85 c0 75 1a | .L......M..t.A..........H..H..u. |
| fde0 | 48 8b 0d e1 ea 03 00 48 8d 15 5a 28 09 00 4c 8b c6 48 8b 09 ff 15 86 ec 03 00 48 89 3d b7 84 09 | H......H..Z(..L..H........H.=... |
| fe00 | 00 48 85 ff 0f 84 75 1a 00 00 48 8b 0d 07 6c 09 00 e8 ca fb ff ff 48 89 05 c3 79 09 00 48 85 c0 | .H....u...H...l.......H...y..H.. |
| fe20 | 0f 84 59 1a 00 00 48 8b 0d cb 6d 09 00 e8 ae fb ff ff 48 89 05 a7 81 09 00 48 85 c0 0f 84 3d 1a | ..Y...H...m.......H......H....=. |
| fe40 | 00 00 48 8b 0d b7 74 09 00 e8 92 fb ff ff 48 89 05 5b 78 09 00 48 85 c0 0f 84 21 1a 00 00 48 8b | ..H...t.......H..[x..H....!...H. |
| fe60 | 0d c3 6d 09 00 e8 76 fb ff ff 48 89 05 ef 83 09 00 48 85 c0 0f 84 05 1a 00 00 48 8b 0d a7 6b 09 | ..m...v...H......H........H...k. |
| fe80 | 00 e8 5a fb ff ff 48 89 05 73 7a 09 00 48 85 c0 0f 84 e9 19 00 00 48 8b 0d a3 76 09 00 e8 3e fb | ..Z...H..sz..H........H...v...>. |
| fea0 | ff ff 48 89 05 77 7a 09 00 48 85 c0 0f 84 cd 19 00 00 48 8b 0d ef 75 09 00 e8 22 fb ff ff 48 89 | ..H..wz..H........H...u..."...H. |
| fec0 | 05 3b 79 09 00 48 85 c0 0f 84 b1 19 00 00 48 8b 0d 63 73 09 00 e8 06 fb ff ff 48 89 05 27 85 09 | .;y..H........H..cs.......H..'.. |
| fee0 | 00 48 85 c0 0f 84 95 19 00 00 48 8b 0d b7 71 09 00 e8 ea fa ff ff 48 89 05 3b 7a 09 00 48 85 c0 | .H........H...q.......H..;z..H.. |
| ff00 | 0f 84 79 19 00 00 48 8b 0d b3 6b 09 00 e8 ce fa ff ff 48 89 05 67 83 09 00 48 85 c0 0f 84 5d 19 | ..y...H...k.......H..g...H....]. |
| ff20 | 00 00 48 8b 0d c7 6c 09 00 e8 b2 fa ff ff 48 89 05 03 81 09 00 48 85 c0 0f 84 41 19 00 00 48 8b | ..H...l.......H......H....A...H. |
| ff40 | 0d bb 70 09 00 e8 96 fa ff ff 48 89 05 97 7d 09 00 48 85 c0 0f 84 25 19 00 00 48 8b 0d e7 68 09 | ..p.......H...}..H....%...H...h. |
| ff60 | 00 e8 7a fa ff ff 48 89 05 43 79 09 00 48 85 c0 0f 84 09 19 00 00 e8 75 33 00 00 85 c0 79 0a bd | ..z...H..Cy..H.........u3....y.. |
| ff80 | 1f a5 00 00 e9 fb 18 00 00 48 8b 05 b8 eb 03 00 48 8d 3d d9 d0 08 00 48 89 05 da 7b 09 00 48 8b | .........H......H.=....H...{..H. |
| ffa0 | cf 48 ff 00 48 8b 05 9d eb 03 00 48 89 05 f6 78 09 00 48 ff 00 48 8b 05 8c eb 03 00 48 89 05 a5 | .H..H......H...x..H..H......H... |
| ffc0 | 7a 09 00 48 ff 00 48 8b 05 7b eb 03 00 48 89 05 3c 7b 09 00 48 ff 00 48 8b 05 6a eb 03 00 48 89 | z..H..H..{...H..<{..H..H..j...H. |
| ffe0 | 05 9b 7c 09 00 48 ff 00 ff 15 92 e7 03 00 85 c0 0f 88 82 18 00 00 4c 39 35 93 d1 08 00 75 1d 48 | ..|..H................L95....u.H |
| 10000 | 8b 05 fa d0 08 00 48 3b 05 03 ec 03 00 48 0f 44 05 fb eb 03 00 48 89 05 e4 d0 08 00 48 8b 15 75 | ......H;.....H.D.....H......H..u |
| 10020 | 6b 09 00 4c 8b c7 48 8b 0d a3 81 09 00 ff 15 b5 ec 03 00 85 c0 0f 88 3d 18 00 00 48 8d 05 3e 75 | k..L..H................=...H..>u |
| 10040 | 09 00 48 89 3d 0f 81 09 00 48 89 05 28 7c 09 00 48 8d 3d 49 cc 08 00 48 8d 05 f2 07 01 00 48 8b | ..H.=....H..(|..H.=I...H......H. |
| 10060 | cf 48 89 05 18 75 09 00 ff 15 12 e7 03 00 85 c0 0f 88 02 18 00 00 48 8b 15 fb 7b 09 00 48 8b 0d | .H...u................H...{..H.. |
| 10080 | 24 cd 08 00 e8 17 c7 ff ff 85 c0 0f 88 e7 17 00 00 48 8b cf e8 67 c1 ff ff 85 c0 0f 88 d7 17 00 | $................H...g.......... |
| 100a0 | 00 48 89 3d 80 7f 09 00 48 8d 3d c1 c6 08 00 48 8b cf ff 15 c8 e6 03 00 85 c0 0f 88 b8 17 00 00 | .H.=....H.=....H................ |
| 100c0 | 4c 39 35 c9 c7 08 00 75 1d 48 8b 05 30 c7 08 00 48 3b 05 39 eb 03 00 48 0f 44 05 31 eb 03 00 48 | L95....u.H..0...H;.9...H.D.1...H |
| 100e0 | 89 05 1a c7 08 00 48 8b cf e8 12 c1 ff ff 85 c0 0f 88 82 17 00 00 48 8d 05 3b 76 09 00 48 89 3d | ......H...............H..;v..H.= |
| 10100 | 5c 82 09 00 48 89 05 ed 7f 09 00 48 8d 3d ae cd 08 00 48 8d 05 87 eb 00 00 48 8b cf 48 89 05 15 | \...H......H.=....H......H..H... |
| 10120 | 76 09 00 48 8d 05 c6 e0 00 00 48 89 05 0f 76 09 00 48 8d 05 48 dd 00 00 48 89 05 09 76 09 00 48 | v..H......H...v..H..H...H...v..H |
| 10140 | 8d 05 7a d9 00 00 48 89 05 03 76 09 00 48 8d 05 cc d8 00 00 48 89 05 fd 75 09 00 48 8d 05 be d1 | ..z...H...v..H......H...u..H.... |
| 10160 | 00 00 48 89 05 f7 75 09 00 48 8d 05 50 cb 00 00 48 89 05 f1 75 09 00 ff 15 03 e6 03 00 85 c0 0f | ..H...u..H..P...H...u........... |
| 10180 | 88 f3 16 00 00 4c 39 35 54 ce 08 00 75 1d 48 8b 05 bb cd 08 00 48 3b 05 74 ea 03 00 48 0f 44 05 | .....L95T...u.H......H;.t...H.D. |
| 101a0 | 6c ea 03 00 48 89 05 a5 cd 08 00 48 8b 15 46 7f 09 00 48 8b 0d 0f ce 08 00 e8 e2 c5 ff ff 85 c0 | l...H......H..F...H............. |
| 101c0 | 0f 88 b2 16 00 00 48 8b cf e8 32 c0 ff ff 85 c0 0f 88 a2 16 00 00 48 8d 05 7b 7c 09 00 48 89 3d | ......H...2...........H..{|..H.= |
| 101e0 | d4 7b 09 00 48 89 05 9d 7f 09 00 48 8b 05 06 7f 09 00 0f 10 00 0f 11 05 5c 7c 09 00 0f 10 48 10 | .{..H......H............\|....H. |
| 10200 | 0f 11 0d 61 7c 09 00 0f 10 40 20 48 8d 05 ce 83 00 00 48 89 3d 67 c3 08 00 48 8d 3d 60 c2 08 00 | ...a|....@.H......H.=g...H.=`... |
| 10220 | 0f 11 05 51 7c 09 00 48 89 05 52 7c 09 00 48 8b cf 48 8d 05 28 83 00 00 48 89 05 49 7c 09 00 ff | ...Q|..H..R|..H..H..(...H..I|... |
| 10240 | 15 3b e5 03 00 85 c0 0f 88 2b 16 00 00 4c 39 35 4c c3 08 00 75 1d 48 8b 05 b3 c2 08 00 48 3b 05 | .;.......+...L95L...u.H......H;. |
| 10260 | ac e9 03 00 48 0f 44 05 a4 e9 03 00 48 89 05 9d c2 08 00 48 8b 15 0e 7f 09 00 48 8b 0d 07 c3 08 | ....H.D.....H......H......H..... |
| 10280 | 00 e8 1a c5 ff ff 85 c0 0f 88 ea 15 00 00 48 8b cf e8 6a bf ff ff 85 c0 0f 88 da 15 00 00 48 89 | ..............H...j...........H. |
| 102a0 | 3d c3 80 09 00 e8 86 21 00 00 85 c0 79 0a bd 25 a5 00 00 e9 cc 15 00 00 e8 43 1f 00 00 85 c0 79 | =......!....y..%.........C.....y |
| 102c0 | 0a bd 26 a5 00 00 e9 b9 15 00 00 e8 60 1a 00 00 85 c0 79 0a bd 27 a5 00 00 e9 a6 15 00 00 48 8b | ..&.........`.....y..'........H. |
| 102e0 | 0d 0b 6a 09 00 45 33 c0 33 d2 e8 b1 e7 ff ff 48 8b f8 48 85 c0 75 0d 8d 58 03 bd 34 a5 00 00 e9 | ..j..E3.3......H..H..u..X..4.... |
| 10300 | 80 15 00 00 48 8b 15 e5 69 09 00 4c 8b c7 48 8b 0d 33 78 09 00 ff 15 c5 e4 03 00 85 c0 79 16 48 | ....H...i..L..H..3x..........y.H |
| 10320 | 8b 35 32 6c 04 00 bb 03 00 00 00 bd 36 a5 00 00 e9 07 15 00 00 48 29 1f 75 09 48 8b cf ff 15 c5 | .52l........6........H).u.H..... |
| 10340 | e6 03 00 48 8b 0d ae 6e 09 00 45 33 c0 33 d2 e8 4c e7 ff ff 48 8b f8 48 85 c0 75 0d 8d 58 04 bd | ...H...n..E3.3..L...H..H..u..X.. |
| 10360 | 40 a5 00 00 e9 1b 15 00 00 48 8b 15 88 6e 09 00 4c 8b c7 48 8b 0d ce 77 09 00 ff 15 60 e4 03 00 | @........H...n..L..H...w....`... |
| 10380 | 85 c0 79 16 48 8b 35 cd 6b 04 00 bb 04 00 00 00 bd 42 a5 00 00 e9 a2 14 00 00 48 29 1f 75 09 48 | ..y.H.5.k........B........H).u.H |
| 103a0 | 8b cf ff 15 60 e6 03 00 48 8b cb ff 15 af e3 03 00 48 8b f8 48 85 c0 75 0d 8d 58 05 bd 4c a5 00 | ....`...H........H..H..u..X..L.. |
| 103c0 | 00 e9 be 14 00 00 48 8b 05 5b 6d 09 00 45 33 c0 48 8b d7 48 ff 00 48 8b 4f 18 48 8b 05 47 6d 09 | ......H..[m..E3.H..H..H.O.H..Gm. |
| 103e0 | 00 48 89 01 48 8b 0d 7d 64 09 00 e8 b0 e6 ff ff 4c 8b f0 48 85 c0 75 14 48 8b 35 59 6b 04 00 8d | .H..H..}d.......L..H..u.H.5Yk... |
| 10400 | 58 05 bd 51 a5 00 00 e9 30 14 00 00 48 29 1f 75 09 48 8b cf ff 15 ee e5 03 00 48 8b 15 07 6d 09 | X..Q....0...H).u.H........H...m. |
| 10420 | 00 49 8b ce e8 f7 e5 ff ff 48 8b f8 48 85 c0 75 14 48 8b 35 20 6b 04 00 8d 58 05 bd 54 a5 00 00 | .I.......H..H..u.H.5.k...X..T... |
| 10440 | e9 06 14 00 00 48 8b 15 dc 6c 09 00 4c 8b c7 48 8b 0d f2 76 09 00 ff 15 84 e3 03 00 85 c0 79 16 | .....H...l..L..H...v..........y. |
| 10460 | 48 8b 35 f1 6a 04 00 bb 05 00 00 00 bd 56 a5 00 00 e9 c6 13 00 00 48 29 1f 75 09 48 8b cf ff 15 | H.5.j........V........H).u.H.... |
| 10480 | 84 e5 03 00 49 29 1e 75 09 49 8b ce ff 15 76 e5 03 00 48 8b 0d 07 68 09 00 45 33 c0 33 d2 e8 fd | ....I).u.I....v...H...h..E3.3... |
| 104a0 | e5 ff ff 4c 8b f0 48 85 c0 75 0d 8d 58 0c bd 61 a5 00 00 e9 cc 13 00 00 48 8b 15 99 64 09 00 4d | ...L..H..u..X..a........H...d..M |
| 104c0 | 8b c6 48 8b 0d 7f 76 09 00 ff 15 11 e3 03 00 85 c0 79 16 48 8b 35 7e 6a 04 00 bb 0c 00 00 00 bd | ..H...v..........y.H.5~j........ |
| 104e0 | 63 a5 00 00 e9 62 13 00 00 49 29 1e 75 09 49 8b ce ff 15 11 e5 03 00 48 8b cb ff 15 60 e2 03 00 | c....b...I).u.I........H....`... |
| 10500 | 4c 8b f0 48 85 c0 75 0d 8d 58 0e bd 6d a5 00 00 e9 6f 13 00 00 48 8b 05 b4 64 09 00 45 33 c0 49 | L..H..u..X..m....o...H...d..E3.I |
| 10520 | 8b d6 48 ff 00 49 8b 4e 18 48 8b 05 a0 64 09 00 48 89 01 48 8b 0d 26 68 09 00 e8 61 e5 ff ff 48 | ..H..I.N.H...d..H..H..&h...a...H |
| 10540 | 8b f8 48 85 c0 75 14 48 8b 35 0a 6a 04 00 8d 58 0e bd 72 a5 00 00 e9 f0 12 00 00 49 29 1e 75 09 | ..H..u.H.5.j...X..r........I).u. |
| 10560 | 49 8b ce ff 15 9f e4 03 00 48 8b 15 60 64 09 00 48 8b cf e8 a8 e4 ff ff 4c 8b f0 48 85 c0 75 14 | I........H..`d..H.......L..H..u. |
| 10580 | 48 8b 35 d1 69 04 00 8d 58 0e bd 75 a5 00 00 e9 a8 12 00 00 48 8b 15 35 64 09 00 4d 8b c6 48 8b | H.5.i...X..u........H..5d..M..H. |
| 105a0 | 0d a3 75 09 00 ff 15 35 e2 03 00 85 c0 79 16 48 8b 35 a2 69 04 00 bb 0e 00 00 00 bd 77 a5 00 00 | ..u....5.....y.H.5.i........w... |
| 105c0 | e9 77 12 00 00 49 29 1e 75 09 49 8b ce ff 15 35 e4 03 00 48 29 1f 75 09 48 8b cf ff 15 27 e4 03 | .w...I).u.I....5...H).u.H....'.. |
| 105e0 | 00 48 8b cb ff 15 76 e1 03 00 48 8b f8 48 85 c0 75 0d 8d 58 17 bd 82 a5 00 00 e9 85 12 00 00 48 | .H....v...H..H..u..X...........H |
| 10600 | 8b 05 fa 6a 09 00 44 8b c3 48 8b d7 48 ff 00 48 8b 4f 18 48 8b 05 e6 6a 09 00 48 89 01 48 8b 0d | ...j..D..H..H..H.O.H...j..H..H.. |
| 10620 | 3c 69 09 00 e8 77 e4 ff ff 4c 8b f0 48 85 c0 75 14 48 8b 35 20 69 04 00 8d 58 17 bd 87 a5 00 00 | <i...w...L..H..u.H.5.i...X...... |
| 10640 | e9 f7 11 00 00 48 29 1f 75 09 48 8b cf ff 15 b5 e3 03 00 48 8b 15 a6 6a 09 00 49 8b ce e8 be e3 | .....H).u.H........H...j..I..... |
| 10660 | ff ff 48 8b f8 48 85 c0 75 14 48 8b 35 e7 68 04 00 8d 58 17 bd 8a a5 00 00 e9 cd 11 00 00 48 8b | ..H..H..u.H.5.h...X...........H. |
| 10680 | 15 7b 6a 09 00 4c 8b c7 48 8b 0d b9 74 09 00 ff 15 4b e1 03 00 85 c0 79 16 48 8b 35 b8 68 04 00 | .{j..L..H...t....K.....y.H.5.h.. |
| 106a0 | bb 17 00 00 00 bd 8c a5 00 00 e9 8d 11 00 00 48 29 1f 75 09 48 8b cf ff 15 4b e3 03 00 49 29 1e | ...............H).u.H....K...I). |
| 106c0 | 75 09 49 8b ce ff 15 3d e3 03 00 e8 60 15 01 00 83 f8 ff 75 0d 8d 58 29 bd 97 a5 00 00 e9 a2 11 | u.I....=....`......u..X)........ |
| 106e0 | 00 00 48 8b 05 67 71 09 00 f2 0f 10 00 ff 15 fd e3 03 00 4c 8b f0 48 85 c0 75 0f bb bf 00 00 00 | ..H..gq............L..H..u...... |
| 10700 | bd a0 a5 00 00 e9 7a 11 00 00 48 8b 0d 47 7a 09 00 4d 8b c6 48 8b 15 8d 6a 09 00 48 8b 89 08 01 | ......z...H..Gz..M..H...j..H.... |
| 10720 | 00 00 ff 15 b8 e0 03 00 85 c0 79 16 48 8b 35 25 68 04 00 bb bf 00 00 00 bd a2 a5 00 00 e9 09 11 | ..........y.H.5%h............... |
| 10740 | 00 00 49 29 1e 75 09 49 8b ce ff 15 b8 e2 03 00 48 8b 0d 01 7a 09 00 ff 15 eb e1 03 00 48 8b 05 | ..I).u.I........H...z........H.. |
| 10760 | e4 73 09 00 48 8b 48 18 48 39 0d 79 7c 09 00 75 21 48 8b 05 f0 74 09 00 48 85 c0 74 0c 48 ff 00 | .s..H.H.H9.y|..u!H...t..H..t.H.. |
| 10780 | 4c 8b 35 e1 74 09 00 eb 65 48 8b 0d c8 61 09 00 eb 54 48 8b 3d bf 61 09 00 48 8b 0d a8 73 09 00 | L.5.t...eH...a...TH.=.a..H...s.. |
| 107a0 | 48 8b d7 4c 8b 47 18 ff 15 5b e0 03 00 4c 8b f0 48 8b 05 91 73 09 00 48 8b 48 18 48 89 0d 26 7c | H..L.G...[...L..H...s..H.H.H..&| |
| 107c0 | 09 00 4c 89 35 9f 74 09 00 4d 85 f6 74 05 49 ff 06 eb 1b ff 15 4f e4 03 00 48 85 c0 74 05 45 33 | ..L.5.t..M..t.I......O...H..t.E3 |
| 107e0 | f6 eb 0b 48 8b cf e8 f5 f1 ff ff 4c 8b f0 4d 85 f6 75 0f bb eb 00 00 00 bd ad a5 00 00 e9 82 10 | ...H.......L..M..u.............. |
| 10800 | 00 00 49 8b 46 08 49 8b ce 48 8b 15 c0 6b 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb | ..I.F.I..H...k..L......M..t.A... |
| 10820 | 06 ff 15 51 e3 03 00 48 8b f8 48 85 c0 75 16 48 8b 35 22 67 04 00 bb eb 00 00 00 bd af a5 00 00 | ...Q...H..H..u.H.5"g............ |
| 10840 | e9 06 10 00 00 49 29 1e 75 09 49 8b ce ff 15 b5 e1 03 00 48 8b 05 ee 72 09 00 48 89 3d bf 73 09 | .....I).u.I........H...r..H.=.s. |
| 10860 | 00 48 8b 48 18 48 39 0d 3c 71 09 00 75 21 48 8b 05 eb 77 09 00 48 85 c0 74 0c 48 ff 00 48 8b 3d | .H.H.H9.<q..u!H...w..H..t.H..H.= |
| 10880 | dc 77 09 00 eb 64 48 8b 0d cb 60 09 00 eb 53 48 8b 35 c2 60 09 00 48 8b 0d ab 72 09 00 48 8b d6 | .w...dH...`...SH.5.`..H...r..H.. |
| 108a0 | 4c 8b 46 18 ff 15 5e df 03 00 48 8b f8 48 8b 05 94 72 09 00 48 8b 48 18 48 89 0d e9 70 09 00 48 | L.F...^...H..H...r..H.H.H...p..H |
| 108c0 | 89 3d 9a 77 09 00 48 85 ff 74 05 48 ff 07 eb 1a ff 15 52 e3 03 00 48 85 c0 74 04 33 ff eb 0b 48 | .=.w..H..t.H......R...H..t.3...H |
| 108e0 | 8b ce e8 f9 f0 ff ff 48 8b f8 48 85 ff 75 0f bb 85 01 00 00 bd bd a5 00 00 e9 86 0f 00 00 48 8b | .......H..H..u................H. |
| 10900 | 47 08 48 8b cf 48 8b 15 c4 6a 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 55 | G.H..H...j..L......M..t.A......U |
| 10920 | e2 03 00 4c 8b f0 48 85 c0 75 16 48 8b 35 26 66 04 00 bb 85 01 00 00 bd bf a5 00 00 e9 fb 0e 00 | ...L..H..u.H.5&f................ |
| 10940 | 00 48 29 1f 75 09 48 8b cf ff 15 b9 e0 03 00 48 8b 05 f2 71 09 00 4c 89 35 5b 76 09 00 48 8b 48 | .H).u.H........H...q..L.5[v..H.H |
| 10960 | 18 48 39 0d 78 75 09 00 75 21 48 8b 05 6f 6c 09 00 48 85 c0 74 0c 48 ff 00 4c 8b 35 60 6c 09 00 | .H9.xu..u!H..ol..H..t.H..L.5`l.. |
| 10980 | eb 65 48 8b 0d cf 5f 09 00 eb 54 48 8b 3d c6 5f 09 00 48 8b 0d af 71 09 00 48 8b d7 4c 8b 47 18 | .eH..._...TH.=._..H...q..H..L.G. |
| 109a0 | ff 15 62 de 03 00 4c 8b f0 48 8b 05 98 71 09 00 48 8b 48 18 48 89 0d 25 75 09 00 4c 89 35 1e 6c | ..b...L..H...q..H.H.H..%u..L.5.l |
| 109c0 | 09 00 4d 85 f6 74 05 49 ff 06 eb 1b ff 15 56 e2 03 00 48 85 c0 74 05 45 33 f6 eb 0b 48 8b cf e8 | ..M..t.I......V...H..t.E3...H... |
| 109e0 | fc ef ff ff 4c 8b f0 4d 85 f6 75 0f bb ba 01 00 00 bd cd a5 00 00 e9 89 0e 00 00 49 8b 46 08 49 | ....L..M..u................I.F.I |
| 10a00 | 8b ce 48 8b 15 ff 6a 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 58 e1 03 00 | ..H...j..L......M..t.A......X... |
| 10a20 | 48 8b f8 48 85 c0 75 16 48 8b 35 29 65 04 00 bb ba 01 00 00 bd cf a5 00 00 e9 0d 0e 00 00 49 29 | H..H..u.H.5)e.................I) |
| 10a40 | 1e 75 09 49 8b ce ff 15 bc df 03 00 48 8b 05 f5 70 09 00 48 89 3d 0e 77 09 00 48 8b 48 18 48 39 | .u.I........H...p..H.=.w..H.H.H9 |
| 10a60 | 0d cb 72 09 00 75 21 48 8b 05 12 71 09 00 48 85 c0 74 0c 48 ff 00 48 8b 3d 03 71 09 00 eb 64 48 | ..r..u!H...q..H..t.H..H.=.q...dH |
| 10a80 | 8b 0d d2 5e 09 00 eb 53 48 8b 35 c9 5e 09 00 48 8b 0d b2 70 09 00 48 8b d6 4c 8b 46 18 ff 15 65 | ...^...SH.5.^..H...p..H..L.F...e |
| 10aa0 | dd 03 00 48 8b f8 48 8b 05 9b 70 09 00 48 8b 48 18 48 89 0d 78 72 09 00 48 89 3d c1 70 09 00 48 | ...H..H...p..H.H.H..xr..H.=.p..H |
| 10ac0 | 85 ff 74 05 48 ff 07 eb 1a ff 15 59 e1 03 00 48 85 c0 74 04 33 ff eb 0b 48 8b ce e8 00 ef ff ff | ..t.H......Y...H..t.3...H....... |
| 10ae0 | 48 8b f8 48 85 ff 75 0f bb c7 03 00 00 bd dd a5 00 00 e9 8d 0d 00 00 48 8b 47 08 48 8b cf 48 8b | H..H..u................H.G.H..H. |
| 10b00 | 15 cb 68 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 5c e0 03 00 4c 8b f0 48 | ..h..L......M..t.A......\...L..H |
| 10b20 | 85 c0 75 16 48 8b 35 2d 64 04 00 bb c7 03 00 00 bd df a5 00 00 e9 02 0d 00 00 48 29 1f 75 09 48 | ..u.H.5-d.................H).u.H |
| 10b40 | 8b cf ff 15 c0 de 03 00 48 8b 05 f9 6f 09 00 4c 89 35 1a 72 09 00 48 8b 48 18 48 39 0d d7 6a 09 | ........H...o..L.5.r..H.H.H9..j. |
| 10b60 | 00 75 21 48 8b 05 a6 74 09 00 48 85 c0 74 0c 48 ff 00 4c 8b 35 97 74 09 00 eb 65 48 8b 0d d6 5d | .u!H...t..H..t.H..L.5.t...eH...] |
| 10b80 | 09 00 eb 54 48 8b 3d cd 5d 09 00 48 8b 0d b6 6f 09 00 48 8b d7 4c 8b 47 18 ff 15 69 dc 03 00 4c | ...TH.=.]..H...o..H..L.G...i...L |
| 10ba0 | 8b f0 48 8b 05 9f 6f 09 00 48 8b 48 18 48 89 0d 84 6a 09 00 4c 89 35 55 74 09 00 4d 85 f6 74 05 | ..H...o..H.H.H...j..L.5Ut..M..t. |
| 10bc0 | 49 ff 06 eb 1b ff 15 5d e0 03 00 48 85 c0 74 05 45 33 f6 eb 0b 48 8b cf e8 03 ee ff ff 4c 8b f0 | I......]...H..t.E3...H.......L.. |
| 10be0 | 4d 85 f6 75 0f bb 73 04 00 00 bd ed a5 00 00 e9 90 0c 00 00 49 8b 46 08 49 8b ce 48 8b 15 ce 67 | M..u..s.............I.F.I..H...g |
| 10c00 | 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 5f df 03 00 48 8b f8 48 85 c0 75 | ..L......M..t.A......_...H..H..u |
| 10c20 | 16 48 8b 35 30 63 04 00 bb 73 04 00 00 bd ef a5 00 00 e9 14 0c 00 00 49 29 1e 75 09 49 8b ce ff | .H.50c...s.............I).u.I... |
| 10c40 | 15 c3 dd 03 00 4c 8b 05 4c 65 09 00 48 8d 0d ed c5 08 00 45 33 c9 48 89 3d fb 6f 09 00 33 d2 45 | .....L..Le..H......E3.H.=.o..3.E |
| 10c60 | 33 f6 ff 15 c8 db 03 00 48 8b f8 48 85 c0 75 0f bb 34 12 00 00 bd fd a5 00 00 e9 05 0c 00 00 48 | 3.......H..H..u..4.............H |
| 10c80 | 8b 15 7a 5c 09 00 4c 8b c7 48 8b 0d b8 6e 09 00 ff 15 4a db 03 00 85 c0 79 16 48 8b 35 b7 62 04 | ..z\..L..H...n....J.....y.H.5.b. |
| 10ca0 | 00 bb 34 12 00 00 bd ff a5 00 00 e9 8c 0b 00 00 48 29 1f 75 09 48 8b cf ff 15 4a dd 03 00 b9 2a | ..4.............H).u.H....J....* |
| 10cc0 | 00 00 00 ff 15 2f e0 03 00 48 8b f8 48 85 c0 75 0a bd 07 a6 00 00 e9 a9 0b 00 00 4c 8b 05 d6 5d | ...../...H..H..u...........L...] |
| 10ce0 | 09 00 48 8b cf 48 8b 15 ac 67 09 00 ff 15 ee da 03 00 85 c0 79 11 48 8b 35 5b 62 04 00 bd 09 a6 | ..H..H...g..........y.H.5[b..... |
| 10d00 | 00 00 e9 35 0b 00 00 4c 8b 05 e2 64 09 00 48 8b cf 48 8b 15 30 60 09 00 ff 15 c2 da 03 00 85 c0 | ...5...L...d..H..H..0`.......... |
| 10d20 | 79 11 48 8b 35 2f 62 04 00 bd 0a a6 00 00 e9 09 0b 00 00 4c 8b 05 c6 64 09 00 48 8b cf 48 8b 15 | y.H.5/b............L...d..H..H.. |
| 10d40 | fc 60 09 00 ff 15 96 da 03 00 85 c0 79 11 48 8b 35 03 62 04 00 bd 0b a6 00 00 e9 dd 0a 00 00 4c | .`..........y.H.5.b............L |
| 10d60 | 8b 05 02 68 09 00 48 8b cf 48 8b 15 88 5f 09 00 ff 15 6a da 03 00 85 c0 79 11 48 8b 35 d7 61 04 | ...h..H..H..._....j.....y.H.5.a. |
| 10d80 | 00 bd 0c a6 00 00 e9 b1 0a 00 00 4c 8b 05 1e 60 09 00 48 8b cf 48 8b 15 d4 5b 09 00 ff 15 3e da | ...........L...`..H..H...[....>. |
| 10da0 | 03 00 85 c0 79 11 48 8b 35 ab 61 04 00 bd 0d a6 00 00 e9 85 0a 00 00 4c 8b 05 02 5b 09 00 48 8b | ....y.H.5.a............L...[..H. |
| 10dc0 | cf 48 8b 15 a8 63 09 00 ff 15 12 da 03 00 85 c0 79 11 48 8b 35 7f 61 04 00 bd 0e a6 00 00 e9 59 | .H...c..........y.H.5.a........Y |
| 10de0 | 0a 00 00 4c 8b 05 a6 5b 09 00 48 8b cf 48 8b 15 1c 62 09 00 ff 15 e6 d9 03 00 85 c0 79 11 48 8b | ...L...[..H..H...b..........y.H. |
| 10e00 | 35 53 61 04 00 bd 0f a6 00 00 e9 2d 0a 00 00 4c 8b 05 22 5b 09 00 48 8b cf 48 8b 15 e0 66 09 00 | 5Sa........-...L.."[..H..H...f.. |
| 10e20 | ff 15 ba d9 03 00 85 c0 79 11 48 8b 35 27 61 04 00 bd 10 a6 00 00 e9 01 0a 00 00 4c 8b 05 9e 5e | ........y.H.5'a............L...^ |
| 10e40 | 09 00 48 8b cf 48 8b 15 6c 63 09 00 ff 15 8e d9 03 00 85 c0 79 11 48 8b 35 fb 60 04 00 bd 11 a6 | ..H..H..lc..........y.H.5.`..... |
| 10e60 | 00 00 e9 d5 09 00 00 4c 8b 05 aa 5f 09 00 48 8b cf 48 8b 15 08 64 09 00 ff 15 62 d9 03 00 85 c0 | .......L..._..H..H...d....b..... |
| 10e80 | 79 11 48 8b 35 cf 60 04 00 bd 12 a6 00 00 e9 a9 09 00 00 4c 8b 05 ee 65 09 00 48 8b cf 48 8b 15 | y.H.5.`............L...e..H..H.. |
| 10ea0 | 4c 5b 09 00 ff 15 36 d9 03 00 85 c0 79 11 48 8b 35 a3 60 04 00 bd 13 a6 00 00 e9 7d 09 00 00 4c | L[....6.....y.H.5.`........}...L |
| 10ec0 | 8b 05 aa 65 09 00 48 8b cf 48 8b 15 98 5d 09 00 ff 15 0a d9 03 00 85 c0 79 11 48 8b 35 77 60 04 | ...e..H..H...]..........y.H.5w`. |
| 10ee0 | 00 bd 14 a6 00 00 e9 51 09 00 00 4c 8b 05 d6 5d 09 00 48 8b cf 48 8b 15 fc 59 09 00 ff 15 de d8 | .......Q...L...]..H..H...Y...... |
| 10f00 | 03 00 85 c0 79 11 48 8b 35 4b 60 04 00 bd 15 a6 00 00 e9 25 09 00 00 4c 8b 05 d2 5f 09 00 48 8b | ....y.H.5K`........%...L..._..H. |
| 10f20 | cf 48 8b 15 88 62 09 00 ff 15 b2 d8 03 00 85 c0 79 11 48 8b 35 1f 60 04 00 bd 16 a6 00 00 e9 f9 | .H...b..........y.H.5.`......... |
| 10f40 | 08 00 00 4c 8b 05 4e 5f 09 00 48 8b cf 48 8b 15 14 5f 09 00 ff 15 86 d8 03 00 85 c0 79 11 48 8b | ...L..N_..H..H..._..........y.H. |
| 10f60 | 35 f3 5f 04 00 bd 17 a6 00 00 e9 cd 08 00 00 4c 8b 05 a2 5b 09 00 48 8b cf 48 8b 15 18 5e 09 00 | 5._............L...[..H..H...^.. |
| 10f80 | ff 15 5a d8 03 00 85 c0 79 11 48 8b 35 c7 5f 04 00 bd 18 a6 00 00 e9 a1 08 00 00 4c 8b 05 e6 59 | ..Z.....y.H.5._............L...Y |
| 10fa0 | 09 00 48 8b cf 48 8b 15 5c 62 09 00 ff 15 2e d8 03 00 85 c0 79 11 48 8b 35 9b 5f 04 00 bd 19 a6 | ..H..H..\b..........y.H.5._..... |
| 10fc0 | 00 00 e9 75 08 00 00 4c 8b 05 4a 61 09 00 48 8b cf 48 8b 15 08 59 09 00 ff 15 02 d8 03 00 85 c0 | ...u...L..Ja..H..H...Y.......... |
| 10fe0 | 79 11 48 8b 35 6f 5f 04 00 bd 1a a6 00 00 e9 49 08 00 00 4c 8b 05 be 5d 09 00 48 8b cf 48 8b 15 | y.H.5o_........I...L...]..H..H.. |
| 11000 | c4 5e 09 00 ff 15 d6 d7 03 00 85 c0 79 11 48 8b 35 43 5f 04 00 bd 1b a6 00 00 e9 1d 08 00 00 4c | .^..........y.H.5C_............L |
| 11020 | 8b 05 fa 5a 09 00 48 8b cf 48 8b 15 a8 5e 09 00 ff 15 aa d7 03 00 85 c0 79 11 48 8b 35 17 5f 04 | ...Z..H..H...^..........y.H.5._. |
| 11040 | 00 bd 1c a6 00 00 e9 f1 07 00 00 4c 8b 05 b6 62 09 00 48 8b cf 48 8b 15 84 5f 09 00 ff 15 7e d7 | ...........L...b..H..H..._....~. |
| 11060 | 03 00 85 c0 79 11 48 8b 35 eb 5e 04 00 bd 1d a6 00 00 e9 c5 07 00 00 4c 8b 05 02 5e 09 00 48 8b | ....y.H.5.^............L...^..H. |
| 11080 | cf 48 8b 15 c8 61 09 00 ff 15 52 d7 03 00 85 c0 79 11 48 8b 35 bf 5e 04 00 bd 1e a6 00 00 e9 99 | .H...a....R.....y.H.5.^......... |
| 110a0 | 07 00 00 4c 8b 05 be 59 09 00 48 8b cf 48 8b 15 0c 59 09 00 ff 15 26 d7 03 00 85 c0 79 11 48 8b | ...L...Y..H..H...Y....&.....y.H. |
| 110c0 | 35 93 5e 04 00 bd 1f a6 00 00 e9 6d 07 00 00 4c 8b 05 b2 5a 09 00 48 8b cf 48 8b 15 40 62 09 00 | 5.^........m...L...Z..H..H..@b.. |
| 110e0 | ff 15 fa d6 03 00 85 c0 79 11 48 8b 35 67 5e 04 00 bd 20 a6 00 00 e9 41 07 00 00 4c 8b 05 e6 62 | ........y.H.5g^........A...L...b |
| 11100 | 09 00 48 8b cf 48 8b 15 ac 5e 09 00 ff 15 ce d6 03 00 85 c0 79 11 48 8b 35 3b 5e 04 00 bd 21 a6 | ..H..H...^..........y.H.5;^...!. |
| 11120 | 00 00 e9 15 07 00 00 4c 8b 05 fa 61 09 00 48 8b cf 48 8b 15 28 5f 09 00 ff 15 a2 d6 03 00 85 c0 | .......L...a..H..H..(_.......... |
| 11140 | 79 11 48 8b 35 0f 5e 04 00 bd 22 a6 00 00 e9 e9 06 00 00 4c 8b 05 1e 5e 09 00 48 8b cf 48 8b 15 | y.H.5.^..."........L...^..H..H.. |
| 11160 | dc 5e 09 00 ff 15 76 d6 03 00 85 c0 79 11 48 8b 35 e3 5d 04 00 bd 23 a6 00 00 e9 bd 06 00 00 4c | .^....v.....y.H.5.]...#........L |
| 11180 | 8b 05 9a 5d 09 00 48 8b cf 48 8b 15 40 5c 09 00 ff 15 4a d6 03 00 85 c0 79 11 48 8b 35 b7 5d 04 | ...]..H..H..@\....J.....y.H.5.]. |
| 111a0 | 00 bd 24 a6 00 00 e9 91 06 00 00 4c 8b 05 a6 62 09 00 48 8b cf 48 8b 15 fc 59 09 00 ff 15 1e d6 | ..$........L...b..H..H...Y...... |
| 111c0 | 03 00 85 c0 79 11 48 8b 35 8b 5d 04 00 bd 25 a6 00 00 e9 65 06 00 00 4c 8b 05 82 5f 09 00 48 8b | ....y.H.5.]...%....e...L..._..H. |
| 111e0 | cf 48 8b 15 c0 59 09 00 ff 15 f2 d5 03 00 85 c0 79 11 48 8b 35 5f 5d 04 00 bd 26 a6 00 00 e9 39 | .H...Y..........y.H.5_]...&....9 |
| 11200 | 06 00 00 4c 8b 05 be 58 09 00 48 8b cf 48 8b 15 9c 57 09 00 ff 15 c6 d5 03 00 85 c0 79 11 48 8b | ...L...X..H..H...W..........y.H. |
| 11220 | 35 33 5d 04 00 bd 27 a6 00 00 e9 0d 06 00 00 4c 8b 05 92 59 09 00 48 8b cf 48 8b 15 90 59 09 00 | 53]...'........L...Y..H..H...Y.. |
| 11240 | ff 15 9a d5 03 00 85 c0 79 11 48 8b 35 07 5d 04 00 bd 28 a6 00 00 e9 e1 05 00 00 4c 8b 05 d6 5d | ........y.H.5.]...(........L...] |
| 11260 | 09 00 48 8b cf 48 8b 15 6c 62 09 00 ff 15 6e d5 03 00 85 c0 79 11 48 8b 35 db 5c 04 00 bd 29 a6 | ..H..H..lb....n.....y.H.5.\...). |
| 11280 | 00 00 e9 b5 05 00 00 4c 8b 05 8a 5a 09 00 48 8b cf 48 8b 15 c0 57 09 00 ff 15 42 d5 03 00 85 c0 | .......L...Z..H..H...W....B..... |
| 112a0 | 79 11 48 8b 35 af 5c 04 00 bd 2a a6 00 00 e9 89 05 00 00 4c 8b 05 86 5f 09 00 48 8b cf 48 8b 15 | y.H.5.\...*........L..._..H..H.. |
| 112c0 | d4 60 09 00 ff 15 16 d5 03 00 85 c0 79 11 48 8b 35 83 5c 04 00 bd 2b a6 00 00 e9 5d 05 00 00 4c | .`..........y.H.5.\...+....]...L |
| 112e0 | 8b 05 72 62 09 00 48 8b cf 48 8b 15 f8 5d 09 00 ff 15 ea d4 03 00 85 c0 79 11 48 8b 35 57 5c 04 | ..rb..H..H...]..........y.H.5W\. |
| 11300 | 00 bd 2c a6 00 00 e9 31 05 00 00 4c 8b 05 86 5d 09 00 48 8b cf 48 8b 15 c4 5e 09 00 ff 15 be d4 | ..,....1...L...]..H..H...^...... |
| 11320 | 03 00 85 c0 79 11 48 8b 35 2b 5c 04 00 bd 2d a6 00 00 e9 05 05 00 00 4c 8b 05 4a 60 09 00 48 8b | ....y.H.5+\...-........L..J`..H. |
| 11340 | cf 48 8b 15 48 59 09 00 ff 15 92 d4 03 00 85 c0 79 11 48 8b 35 ff 5b 04 00 bd 2e a6 00 00 e9 d9 | .H..HY..........y.H.5.[......... |
| 11360 | 04 00 00 4c 8b 05 be 59 09 00 48 8b cf 48 8b 15 fc 56 09 00 ff 15 66 d4 03 00 85 c0 79 11 48 8b | ...L...Y..H..H...V....f.....y.H. |
| 11380 | 35 d3 5b 04 00 bd 2f a6 00 00 e9 ad 04 00 00 4c 8b 05 4a 58 09 00 48 8b cf 48 8b 15 90 61 09 00 | 5.[.../........L..JX..H..H...a.. |
| 113a0 | ff 15 3a d4 03 00 85 c0 79 11 48 8b 35 a7 5b 04 00 bd 30 a6 00 00 e9 81 04 00 00 4c 8b 05 fe 57 | ..:.....y.H.5.[...0........L...W |
| 113c0 | 09 00 48 8b cf 48 8b 15 bc 56 09 00 ff 15 0e d4 03 00 85 c0 79 11 48 8b 35 7b 5b 04 00 bd 31 a6 | ..H..H...V..........y.H.5{[...1. |
| 113e0 | 00 00 e9 55 04 00 00 4c 8b 05 ca 5e 09 00 48 8b cf 48 8b 15 30 5c 09 00 ff 15 e2 d3 03 00 85 c0 | ...U...L...^..H..H..0\.......... |
| 11400 | 79 11 48 8b 35 4f 5b 04 00 bd 32 a6 00 00 e9 29 04 00 00 48 8b 15 de 5a 09 00 4c 8b c7 48 8b 0d | y.H.5O[...2....)...H...Z..L..H.. |
| 11420 | 24 67 09 00 ff 15 b6 d3 03 00 85 c0 79 11 48 8b 35 23 5b 04 00 bd 33 a6 00 00 e9 fd 03 00 00 48 | $g..........y.H.5#[...3........H |
| 11440 | 29 1f 75 09 48 8b cf ff 15 bb d5 03 00 45 33 c0 48 8d 15 91 12 09 00 48 8d 0d 92 f9 00 00 ff 15 | ).u.H........E3.H......H........ |
| 11460 | 64 d3 03 00 48 8b f8 48 85 c0 75 16 48 8b 35 f5 5a 04 00 bb d1 00 00 00 bd 3d a6 00 00 e9 09 04 | d...H..H..u.H.5.Z........=...... |
| 11480 | 00 00 48 8b 0d 9f 6b 09 00 4c 8b c7 48 8b 15 9d 55 09 00 48 8b 89 08 01 00 00 ff 15 40 d3 03 00 | ..H...k..L..H...U..H........@... |
| 114a0 | 85 c0 79 0f bb d1 00 00 00 bd 3f a6 00 00 e9 82 03 00 00 48 29 1f 75 09 48 8b cf ff 15 47 d5 03 | ..y.......?........H).u.H....G.. |
| 114c0 | 00 48 8b 0d 60 6b 09 00 ff 15 7a d4 03 00 48 8b 15 33 66 09 00 45 33 c0 48 8b 0d 81 6e 09 00 e8 | .H..`k....z...H..3f..E3.H...n... |
| 114e0 | 9c de ff ff 48 85 c0 75 16 48 8b 35 78 5a 04 00 bb 1e 01 00 00 bd 4a a6 00 00 e9 8c 03 00 00 48 | ....H..u.H.5xZ........J........H |
| 11500 | 8b 0d 72 66 09 00 48 89 05 6b 66 09 00 48 29 19 75 06 ff 15 f0 d4 03 00 48 8b 15 31 64 09 00 45 | ..rf..H..kf..H).u.......H..1d..E |
| 11520 | 33 c0 48 8b 0d 37 6e 09 00 e8 52 de ff ff 48 85 c0 75 16 48 8b 35 2e 5a 04 00 bb 1f 01 00 00 bd | 3.H..7n...R...H..u.H.5.Z........ |
| 11540 | 58 a6 00 00 e9 42 03 00 00 48 8b 0d 58 63 09 00 48 89 05 51 63 09 00 48 29 19 75 06 ff 15 a6 d4 | X....B...H..Xc..H..Qc..H).u..... |
| 11560 | 03 00 48 8b 15 27 63 09 00 45 33 c0 48 8b 0d ed 6d 09 00 e8 08 de ff ff 48 85 c0 75 16 48 8b 35 | ..H..'c..E3.H...m.......H..u.H.5 |
| 11580 | e4 59 04 00 bb 20 01 00 00 bd 66 a6 00 00 e9 f8 02 00 00 48 8b 0d ce 64 09 00 48 89 05 c7 64 09 | .Y........f........H...d..H...d. |
| 115a0 | 00 48 29 19 75 06 ff 15 5c d4 03 00 48 8b 15 b5 6a 09 00 45 33 c0 48 8b 0d a3 6d 09 00 e8 be dd | .H).u...\...H...j..E3.H...m..... |
| 115c0 | ff ff 48 85 c0 75 16 48 8b 35 9a 59 04 00 bb 23 01 00 00 bd 74 a6 00 00 e9 ae 02 00 00 48 8b 0d | ..H..u.H.5.Y...#....t........H.. |
| 115e0 | 2c 65 09 00 48 89 05 25 65 09 00 48 29 19 75 06 ff 15 12 d4 03 00 48 8b 15 e3 6d 09 00 45 33 c0 | ,e..H..%e..H).u.......H...m..E3. |
| 11600 | 48 8b 0d 59 6d 09 00 e8 74 dd ff ff 48 85 c0 75 16 48 8b 35 50 59 04 00 bb 24 01 00 00 bd 82 a6 | H..Ym...t...H..u.H.5PY...$...... |
| 11620 | 00 00 e9 64 02 00 00 48 8b 0d 52 66 09 00 48 89 05 4b 66 09 00 48 29 19 75 06 ff 15 c8 d3 03 00 | ...d...H..Rf..H..Kf..H).u....... |
| 11640 | 44 89 35 71 61 09 00 ff 15 33 d5 03 00 48 89 05 3c 6b 09 00 ff 15 26 d5 03 00 48 89 05 37 6b 09 | D.5qa....3...H..<k....&...H..7k. |
| 11660 | 00 ff 15 19 d5 03 00 48 89 05 32 6b 09 00 ff 15 0c d5 03 00 48 89 05 2d 6b 09 00 ff 15 ff d4 03 | .......H..2k........H..-k....... |
| 11680 | 00 48 89 05 28 6b 09 00 ff 15 f2 d4 03 00 48 89 05 23 6b 09 00 ff 15 e5 d4 03 00 48 89 05 1e 6b | .H..(k........H..#k........H...k |
| 116a0 | 09 00 ff 15 d8 d4 03 00 0f 28 05 e1 6a 09 00 48 8d 15 12 10 09 00 0f 28 0d e3 6a 09 00 48 8d 0d | .........(..j..H.......(..j..H.. |
| 116c0 | ec b5 00 00 0f 29 05 35 6b 09 00 45 33 c0 0f 28 05 db 6a 09 00 0f 29 0d 34 6b 09 00 48 89 05 e5 | .....).5k..E3..(..j...).4k..H... |
| 116e0 | 6a 09 00 0f 28 0d d6 6a 09 00 0f 29 05 2f 6b 09 00 0f 29 0d 38 6b 09 00 ff 15 ca d0 03 00 48 8b | j...(..j...)./k...).8k........H. |
| 11700 | f8 48 85 c0 75 16 48 8b 35 5b 58 04 00 bb 25 02 00 00 bd aa a6 00 00 e9 6f 01 00 00 48 8b 0d 95 | .H..u.H.5[X...%.........o...H... |
| 11720 | 66 09 00 4c 8b c7 48 8b 15 03 53 09 00 48 8b 89 08 01 00 00 ff 15 a6 d0 03 00 85 c0 79 0f bb 25 | f..L..H...S..H..............y..% |
| 11740 | 02 00 00 bd ac a6 00 00 e9 e8 00 00 00 48 29 1f 75 09 48 8b cf ff 15 ad d2 03 00 48 8b 0d 56 66 | .............H).u.H........H..Vf |
| 11760 | 09 00 ff 15 e0 d1 03 00 45 33 c0 48 8d 15 36 0f 09 00 48 8d 0d 37 b5 00 00 ff 15 49 d0 03 00 48 | ........E3.H..6...H..7.....I...H |
| 11780 | 8b f8 48 85 c0 75 16 48 8b 35 da 57 04 00 bb e3 03 00 00 bd b7 a6 00 00 e9 ee 00 00 00 48 8b 0d | ..H..u.H.5.W.................H.. |
| 117a0 | c4 6b 09 00 4c 8b c7 48 8b 15 82 52 09 00 48 8b 89 08 01 00 00 ff 15 25 d0 03 00 85 c0 79 0c bb | .k..L..H...R..H........%.....y.. |
| 117c0 | e3 03 00 00 bd b9 a6 00 00 eb 6a 48 29 1f 75 09 48 8b cf ff 15 2f d2 03 00 48 8b 0d 88 6b 09 00 | ..........jH).u.H..../...H...k.. |
| 117e0 | ff 15 62 d1 03 00 4c 8b 05 eb 50 09 00 48 8d 0d e4 fe 08 00 45 33 c9 33 d2 ff 15 31 d0 03 00 48 | ..b...L...P..H......E3.3...1...H |
| 11800 | 8b f8 48 85 c0 75 0e 48 8b 35 5a 57 04 00 bd c2 a6 00 00 eb 76 48 8b 15 bc 5a 09 00 4c 8b c7 48 | ..H..u.H.5ZW........vH...Z..L..H |
| 11820 | 8b 0d 22 63 09 00 ff 15 b4 cf 03 00 85 c0 79 31 bd c4 a6 00 00 48 8b 35 2c 57 04 00 48 83 2f 01 | .."c..........y1.....H.5,W..H./. |
| 11840 | 75 09 48 8b cf ff 15 bd d1 03 00 4d 85 f6 74 3b 49 83 2e 01 75 35 49 8b ce ff 15 a9 d1 03 00 eb | u.H........M..t;I...u5I......... |
| 11860 | 2a 48 29 1f 0f 85 90 00 00 00 48 8b cf ff 15 95 d1 03 00 e9 82 00 00 00 bd 24 a5 00 00 eb 05 bd | *H).......H..............$...... |
| 11880 | 1d a5 00 00 48 8b 35 cd 56 04 00 48 83 3d 3d 69 09 00 00 74 43 48 83 3d ab 62 09 00 00 74 14 4c | ....H.5.V..H.==i...tCH.=.b...t.L |
| 118a0 | 8b ce 48 8d 0d df 0d 09 00 44 8b c3 8b d5 e8 ad 9f ff ff 48 8b 0d 16 69 09 00 48 85 c9 74 3b 48 | ..H......D.........H...i..H..t;H |
| 118c0 | 83 29 01 48 c7 05 02 69 09 00 00 00 00 00 75 2a ff 15 32 d1 03 00 eb 22 ff 15 4a d3 03 00 48 85 | .).H...i......u*..2...."..J...H. |
| 118e0 | c0 75 17 48 8b 0d 1e d0 03 00 48 8d 15 77 0d 09 00 48 8b 09 ff 15 d6 d1 03 00 48 8b 05 cf 68 09 | .u.H......H..w...H........H...h. |
| 11900 | 00 48 8b bc 24 20 01 00 00 48 f7 d8 48 8b ac 24 50 01 00 00 48 8b 9c 24 48 01 00 00 1b c0 f7 d8 | .H..$....H..H..$P...H..$H....... |
| 11920 | ff c8 48 8b 8c 24 10 01 00 00 48 33 cc e8 9e 5f ff ff 48 81 c4 28 01 00 00 41 5e 5e c3 cc cc cc | ..H..$....H3..._..H..(...A^^.... |
| 11940 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 55 41 57 48 83 ec 28 48 8b e9 ff 15 67 d3 03 | ................@UAWH..(H....g.. |
| 11960 | 00 48 8b 48 10 ff 15 2d d2 03 00 48 8b 15 96 aa 08 00 45 33 ff 48 83 fa ff 75 2d 48 83 f8 ff 48 | .H.H...-...H......E3.H...u-H...H |
| 11980 | 89 05 82 aa 08 00 41 8b d7 0f 95 c2 83 ea 01 75 33 48 8b 05 38 68 09 00 48 85 c0 74 31 48 ff 00 | ......A........u3H..8h..H..t1H.. |
| 119a0 | 48 83 c4 28 41 5f 5d c3 48 3b d0 74 e4 48 8b 0d 54 cf 03 00 48 8d 15 85 0e 09 00 48 8b 09 ff 15 | H..(A_].H;.t.H..T...H......H.... |
| 119c0 | 0c d1 03 00 33 c0 48 83 c4 28 41 5f 5d c3 48 89 5c 24 40 48 8d 15 ba 0d 09 00 48 89 74 24 48 48 | ....3.H..(A_].H.\$@H......H.t$HH |
| 119e0 | 8b cd 48 89 7c 24 58 4c 89 74 24 20 ff 15 96 cd 03 00 48 8b d8 48 85 c0 0f 84 82 00 00 00 48 8b | ..H.|$XL.t$.......H..H........H. |
| 11a00 | c8 ff 15 39 d0 03 00 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 ef cf 03 00 48 85 ff 74 62 48 8b | ...9...H.+.H..u.H........H..tbH. |
| 11a20 | cf ff 15 d1 cf 03 00 48 8b f0 48 85 c0 74 42 48 8d 15 56 00 09 00 48 8b cd ff 15 49 cd 03 00 48 | .......H..H..tBH..V...H....I...H |
| 11a40 | 8b d8 48 85 c0 74 57 4c 8b c0 48 8d 15 c7 0d 09 00 48 8b ce ff 15 be d0 03 00 48 83 2b 01 44 8b | ..H..tWL..H......H........H.+.D. |
| 11a60 | f0 75 09 48 8b cb ff 15 9c cf 03 00 45 85 f6 79 47 48 83 2f 01 75 09 48 8b cf ff 15 88 cf 03 00 | .u.H........E..yGH./.u.H........ |
| 11a80 | 33 c0 48 8b 7c 24 58 48 8b 74 24 48 48 8b 5c 24 40 4c 8b 74 24 20 48 83 c4 28 41 5f 5d c3 48 8b | 3.H.|$XH.t$HH.\$@L.t$.H..(A_].H. |
| 11aa0 | 0d 43 d0 03 00 48 8b 09 ff 15 32 cf 03 00 85 c0 74 bf ff 15 d8 cc 03 00 48 8d 15 85 ff 08 00 48 | .C...H....2.....t.......H......H |
| 11ac0 | 8b cd ff 15 c0 cc 03 00 48 8b d8 48 85 c0 74 30 4c 8b c0 48 8d 15 2e 0d 09 00 48 8b ce ff 15 35 | ........H..H..t0L..H......H....5 |
| 11ae0 | d0 03 00 48 83 2b 01 44 8b f0 75 09 48 8b cb ff 15 13 cf 03 00 45 85 f6 0f 88 73 ff ff ff eb 1e | ...H.+.D..u.H........E....s..... |
| 11b00 | 48 8b 0d e1 cf 03 00 48 8b 09 ff 15 d0 ce 03 00 85 c0 0f 84 59 ff ff ff ff 15 72 cc 03 00 48 8d | H......H............Y.....r...H. |
| 11b20 | 15 b7 fe 08 00 48 8b cd ff 15 5a cc 03 00 48 8b d8 48 85 c0 74 30 4c 8b c0 48 8d 15 48 0c 09 00 | .....H....Z...H..H..t0L..H..H... |
| 11b40 | 48 8b ce ff 15 cf cf 03 00 48 83 2b 01 44 8b f0 75 09 48 8b cb ff 15 ad ce 03 00 45 85 f6 0f 88 | H........H.+.D..u.H........E.... |
| 11b60 | 0d ff ff ff eb 1e 48 8b 0d 7b cf 03 00 48 8b 09 ff 15 6a ce 03 00 85 c0 0f 84 f3 fe ff ff ff 15 | ......H..{...H....j............. |
| 11b80 | 0c cc 03 00 48 8d 15 dd 0b 09 00 48 8b cd ff 15 f4 cb 03 00 48 8b d8 48 85 c0 74 38 48 3b 05 a5 | ....H......H........H..H..t8H;.. |
| 11ba0 | cf 03 00 74 16 4c 8b c0 48 8d 15 49 0c 09 00 48 8b ce ff 15 60 cf 03 00 44 8b f8 48 83 2b 01 75 | ...t.L..H..I...H....`...D..H.+.u |
| 11bc0 | 09 48 8b cb ff 15 3e ce 03 00 45 85 ff 79 23 e9 9d fe ff ff 48 8b 0d 0d cf 03 00 48 8b 09 ff 15 | .H....>...E..y#.....H......H.... |
| 11be0 | fc cd 03 00 85 c0 0f 84 85 fe ff ff ff 15 9e cb 03 00 48 8b c7 e9 88 fe ff ff cc cc cc cc cc cc | ..................H............. |
| 11c00 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 20 48 8b ea 49 8b f1 49 8b d0 ff 15 65 | H.\$.H.l$.H.t$.WH...H..I..I....e |
| 11c20 | cb 03 00 33 ff 48 8b d8 48 85 c0 74 33 39 7c 24 50 75 09 48 3b 05 0e cf 03 00 74 11 4c 8b c3 48 | ...3.H..H..t39|$Pu.H;.....t.L..H |
| 11c40 | 8b d6 48 8b cd ff 15 cd ce 03 00 8b f8 48 83 2b 01 75 27 48 8b cb ff 15 ac cd 03 00 8b c7 eb 23 | ..H..........H.+.u'H...........# |
| 11c60 | 48 8b 0d 81 ce 03 00 48 8b 09 ff 15 70 cd 03 00 85 c0 74 0a ff 15 16 cb 03 00 8b c7 eb 05 b8 ff | H......H....p.....t............. |
| 11c80 | ff ff ff 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc | ...H.\$0H.l$8H.t$@H..._......... |
| 11ca0 | 48 83 ec 28 ff 15 1e d0 03 00 48 8b 48 10 ff 15 e4 ce 03 00 48 8b c8 48 8b 05 4a a7 08 00 48 83 | H..(......H.H.......H..H..J...H. |
| 11cc0 | f8 ff 75 17 33 c0 48 89 0d 3b a7 08 00 48 83 f9 ff 0f 95 c0 ff c8 48 83 c4 28 c3 48 3b c1 74 21 | ..u.3.H..;...H........H..(.H;.t! |
| 11ce0 | 48 8b 0d 21 cc 03 00 48 8d 15 52 0b 09 00 48 8b 09 ff 15 d9 cd 03 00 b8 ff ff ff ff 48 83 c4 28 | H..!...H..R...H.............H..( |
| 11d00 | c3 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc 48 8d 0d 69 b5 08 00 48 ff 25 4a cb 03 00 cc cc | .3.H..(.........H..i...H.%J..... |
| 11d20 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ................H.\$.H.l$.H.t$.W |
| 11d40 | 48 83 ec 30 48 8d 0d 8d 14 09 00 ff 15 ef ce 03 00 48 8b f8 48 85 c0 0f 84 ec 00 00 00 48 8d 15 | H..0H............H..H........H.. |
| 11d60 | 2c fb 08 00 48 8b c8 ff 15 1b ca 03 00 48 8b f0 48 85 c0 0f 84 c1 00 00 00 48 8d 15 58 15 09 00 | ,...H........H..H........H..X... |
| 11d80 | 48 8b c8 ff 15 c7 ca 03 00 48 8b d8 48 85 c0 75 2c 48 8b cf ff 15 d6 cd 03 00 4c 8d 0d 37 15 09 | H........H..H..u,H........L..7.. |
| 11da0 | 00 48 8b 0d 60 cb 03 00 48 8d 15 89 a8 08 00 4c 8b c0 48 8b 09 ff 15 c5 cc 03 00 eb 6e 48 8d 2d | .H..`...H......L..H.........nH.- |
| 11dc0 | 7c 16 09 00 48 8b cb 48 8b d5 ff 15 b8 ce 03 00 48 8b cb 85 c0 75 3f ff 15 fb c9 03 00 48 8b cf | |...H..H........H....u?......H.. |
| 11de0 | 48 8b d8 ff 15 87 cd 03 00 4c 8d 0d e8 14 09 00 48 8b 0d b1 ca 03 00 48 8d 15 42 fa 08 00 48 89 | H........L......H......H..B...H. |
| 11e00 | 5c 24 28 4c 8b c0 48 89 6c 24 20 48 8b 09 ff 15 6c cc 03 00 eb 15 48 8b d5 ff 15 b1 cb 03 00 48 | \$(L..H.l$.H....l.....H........H |
| 11e20 | 89 05 9a 57 09 00 48 85 c0 75 38 48 83 2e 01 75 09 48 8b ce ff 15 ce cb 03 00 48 83 2f 01 75 09 | ...W..H..u8H...u.H........H./.u. |
| 11e40 | 48 8b cf ff 15 bf cb 03 00 b8 ff ff ff ff 48 8b 5c 24 40 48 8b 6c 24 48 48 8b 74 24 50 48 83 c4 | H.............H.\$@H.l$HH.t$PH.. |
| 11e60 | 30 5f c3 48 83 2e 01 75 09 48 8b ce ff 15 96 cb 03 00 48 8d 15 17 fa 08 00 48 8b cf ff 15 06 c9 | 0_.H...u.H........H......H...... |
| 11e80 | 03 00 48 8b f0 48 85 c0 74 b0 48 8d 15 c7 13 09 00 48 8b c8 ff 15 b6 c9 03 00 48 8b d8 48 85 c0 | ..H..H..t.H......H........H..H.. |
| 11ea0 | 75 15 48 8b cf ff 15 c5 cc 03 00 4c 8d 0d a6 13 09 00 e9 ea fe ff ff 48 8d 2d e2 14 09 00 48 8b | u.H........L...........H.-....H. |
| 11ec0 | cb 48 8b d5 ff 15 be cd 03 00 48 8b cb 85 c0 75 1e ff 15 01 c9 03 00 48 8b cf 48 8b d8 ff 15 8d | .H........H....u.......H..H..... |
| 11ee0 | cc 03 00 4c 8d 0d 6e 13 09 00 e9 01 ff ff ff 48 8b d5 ff 15 d8 ca 03 00 48 89 05 f1 5b 09 00 48 | ...L..n........H........H...[..H |
| 11f00 | 85 c0 0f 84 23 ff ff ff 48 83 2e 01 75 09 48 8b ce ff 15 f1 ca 03 00 4c 8d 0d f2 13 09 00 48 8b | ....#...H...u.H........L......H. |
| 11f20 | cf 4c 8d 05 d8 57 09 00 48 8d 15 99 12 09 00 e8 3c 6c ff ff 85 c0 0f 88 fe fe ff ff 4c 8d 0d 3d | .L...W..H.......<l..........L..= |
| 11f40 | 13 09 00 48 8b cf 4c 8d 05 8b 63 09 00 48 8d 15 04 12 09 00 e8 17 6c ff ff 85 c0 0f 88 d9 fe ff | ...H..L...c..H........l......... |
| 11f60 | ff 4c 8d 0d 98 12 09 00 48 8b cf 4c 8d 05 66 61 09 00 48 8d 15 cf 11 09 00 e8 f2 6b ff ff 85 c0 | .L......H..L..fa..H........k.... |
| 11f80 | 0f 88 b4 fe ff ff 4c 8d 0d e3 11 09 00 48 8b cf 4c 8d 05 19 5b 09 00 48 8d 15 3a 11 09 00 e8 cd | ......L......H..L...[..H..:..... |
| 11fa0 | 6b ff ff 85 c0 0f 88 8f fe ff ff 4c 8d 0d 3e 11 09 00 48 8b cf 4c 8d 05 0c 63 09 00 48 8d 15 a5 | k..........L..>...H..L...c..H... |
| 11fc0 | 10 09 00 e8 a8 6b ff ff 85 c0 0f 88 6a fe ff ff 4c 8d 0d a9 10 09 00 48 8b cf 4c 8d 05 47 5c 09 | .....k......j...L......H..L..G\. |
| 11fe0 | 00 48 8d 15 10 10 09 00 e8 83 6b ff ff 85 c0 0f 88 45 fe ff ff 4c 8d 0d 14 10 09 00 48 8b cf 4c | .H........k......E...L......H..L |
| 12000 | 8d 05 aa 59 09 00 48 8d 15 db 0f 09 00 e8 5e 6b ff ff 85 c0 0f 88 20 fe ff ff 48 83 2f 01 75 09 | ...Y..H.......^k..........H./.u. |
| 12020 | 48 8b cf ff 15 df c9 03 00 48 8d 0d a0 0f 09 00 ff 15 0a cc 03 00 48 8b f8 48 85 c0 0f 84 07 fe | H........H............H..H...... |
| 12040 | ff ff 4c 8d 0d 37 0f 09 00 48 8b c8 4c 8d 05 25 58 09 00 48 8d 15 0e 0f 09 00 e8 11 6b ff ff 85 | ..L..7...H..L..%X..H........k... |
| 12060 | c0 0f 88 d3 fd ff ff 4c 8d 0d a2 0e 09 00 48 8b cf 4c 8d 05 50 57 09 00 48 8d 15 79 0e 09 00 e8 | .......L......H..L..PW..H..y.... |
| 12080 | ec 6a ff ff 85 c0 0f 88 ae fd ff ff 4c 8d 0d 45 0e 09 00 48 8b cf 4c 8d 05 fb 57 09 00 48 8d 15 | .j..........L..E...H..L...W..H.. |
| 120a0 | 24 0e 09 00 e8 c7 6a ff ff 85 c0 0f 88 89 fd ff ff 4c 8d 0d c8 0d 09 00 48 8b cf 4c 8d 05 a6 61 | $.....j..........L......H..L...a |
| 120c0 | 09 00 48 8d 15 9f 0d 09 00 e8 a2 6a ff ff 85 c0 0f 88 64 fd ff ff 4c 8d 0d 43 0d 09 00 48 8b cf | ..H........j......d...L..C...H.. |
| 120e0 | 4c 8d 05 91 5e 09 00 48 8d 15 22 0d 09 00 e8 7d 6a ff ff 85 c0 0f 88 3f fd ff ff 4c 8d 0d e6 0c | L...^..H.."....}j......?...L.... |
| 12100 | 09 00 48 8b cf 4c 8d 05 fc 5c 09 00 48 8d 15 bd 0c 09 00 e8 58 6a ff ff 85 c0 0f 88 1a fd ff ff | ..H..L...\..H.......Xj.......... |
| 12120 | 4c 8d 0d 89 0b 09 00 48 8b cf 4c 8d 05 4f 60 09 00 48 8d 15 70 0b 09 00 e8 33 6a ff ff 85 c0 0f | L......H..L..O`..H..p....3j..... |
| 12140 | 88 f5 fc ff ff 4c 8d 0d 44 0a 09 00 48 8b cf 4c 8d 05 7a 59 09 00 48 8d 15 77 08 09 00 e8 0e 6a | .....L..D...H..L..zY..H..w.....j |
| 12160 | ff ff 85 c0 0f 88 d0 fc ff ff 4c 8d 0d 8f 09 09 00 48 8b cf 4c 8d 05 6d 5f 09 00 48 8d 15 ca fa | ..........L......H..L..m_..H.... |
| 12180 | 08 00 e8 e9 69 ff ff 85 c0 0f 88 ab fc ff ff 4c 8d 0d 4a 08 09 00 48 8b cf 4c 8d 05 38 55 09 00 | ....i..........L..J...H..L..8U.. |
| 121a0 | 48 8d 15 19 08 09 00 e8 c4 69 ff ff 85 c0 0f 88 86 fc ff ff 4c 8d 0d e5 06 09 00 48 8b cf 4c 8d | H........i..........L......H..L. |
| 121c0 | 05 eb 60 09 00 48 8d 15 5c 06 09 00 e8 9f 69 ff ff 85 c0 0f 88 61 fc ff ff 48 83 2f 01 75 09 48 | ..`..H..\.....i......a...H./.u.H |
| 121e0 | 8b cf ff 15 20 c8 03 00 33 c0 e9 5f fc ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ........3.._.................... |
| 12200 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 30 48 8d 0d dd 10 09 00 ff 15 1f ca 03 | H.\$.H.l$.H.t$.WH..0H........... |
| 12220 | 00 48 8b f8 48 85 c0 0f 84 ec 00 00 00 48 8d 15 bc f6 08 00 48 8b c8 ff 15 4b c5 03 00 48 8b f0 | .H..H........H......H....K...H.. |
| 12240 | 48 85 c0 0f 84 c1 00 00 00 48 8d 15 98 10 09 00 48 8b c8 ff 15 f7 c5 03 00 48 8b d8 48 85 c0 75 | H........H......H........H..H..u |
| 12260 | 2c 48 8b cf ff 15 06 c9 03 00 4c 8d 0d 77 10 09 00 48 8b 0d 90 c6 03 00 48 8d 15 09 a4 08 00 4c | ,H........L..w...H......H......L |
| 12280 | 8b c0 48 8b 09 ff 15 f5 c7 03 00 eb 6e 48 8d 2d a8 fb 08 00 48 8b cb 48 8b d5 ff 15 e8 c9 03 00 | ..H.........nH.-....H..H........ |
| 122a0 | 48 8b cb 85 c0 75 3f ff 15 2b c5 03 00 48 8b cf 48 8b d8 ff 15 b7 c8 03 00 4c 8d 0d 28 10 09 00 | H....u?..+...H..H........L..(... |
| 122c0 | 48 8b 0d e1 c5 03 00 48 8d 15 d2 f5 08 00 48 89 5c 24 28 4c 8b c0 48 89 6c 24 20 48 8b 09 ff 15 | H......H......H.\$(L..H.l$.H.... |
| 122e0 | 9c c7 03 00 eb 15 48 8b d5 ff 15 e1 c6 03 00 48 89 05 5a 55 09 00 48 85 c0 75 38 48 83 2e 01 75 | ......H........H..ZU..H..u8H...u |
| 12300 | 09 48 8b ce ff 15 fe c6 03 00 48 83 2f 01 75 09 48 8b cf ff 15 ef c6 03 00 b8 ff ff ff ff 48 8b | .H........H./.u.H.............H. |
| 12320 | 5c 24 40 48 8b 6c 24 48 48 8b 74 24 50 48 83 c4 30 5f c3 48 83 2e 01 75 09 48 8b ce ff 15 c6 c6 | \$@H.l$HH.t$PH..0_.H...u.H...... |
| 12340 | 03 00 48 8d 15 a7 f5 08 00 48 8b cf ff 15 36 c4 03 00 48 8b f0 48 85 c0 74 b0 48 8d 15 07 0f 09 | ..H......H....6...H..H..t.H..... |
| 12360 | 00 48 8b c8 ff 15 e6 c4 03 00 48 8b d8 48 85 c0 75 15 48 8b cf ff 15 f5 c7 03 00 4c 8d 0d e6 0e | .H........H..H..u.H........L.... |
| 12380 | 09 00 e9 ea fe ff ff 48 8d 2d f6 f9 08 00 48 8b cb 48 8b d5 ff 15 ee c8 03 00 48 8b cb 85 c0 75 | .......H.-....H..H........H....u |
| 123a0 | 1e ff 15 31 c4 03 00 48 8b cf 48 8b d8 ff 15 bd c7 03 00 4c 8d 0d ae 0e 09 00 e9 01 ff ff ff 48 | ...1...H..H........L...........H |
| 123c0 | 8b d5 ff 15 08 c6 03 00 48 89 05 41 58 09 00 48 85 c0 0f 84 23 ff ff ff 48 83 2e 01 75 09 48 8b | ........H..AX..H....#...H...u.H. |
| 123e0 | ce ff 15 21 c6 03 00 4c 8d 0d aa 10 09 00 48 8b cf 4c 8d 05 a8 51 09 00 48 8d 15 f9 0d 09 00 e8 | ...!...L......H..L...Q..H....... |
| 12400 | 8c 68 ff ff 85 c0 0f 88 fe fe ff ff 48 83 2f 01 75 09 48 8b cf ff 15 ed c5 03 00 33 c0 e9 fc fe | .h..........H./.u.H........3.... |
| 12420 | ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 10 48 89 74 24 18 57 48 81 ec 20 01 | ................H.\$.H.t$.WH.... |
| 12440 | 00 00 48 8b 05 17 90 06 00 48 33 c4 48 89 84 24 10 01 00 00 48 8d 0d dd 11 09 00 ff 15 df c7 03 | ..H......H3.H..$....H........... |
| 12460 | 00 48 8b d8 48 85 c0 0f 84 a3 08 00 00 48 89 ac 24 30 01 00 00 48 8b c8 48 8d 2d ad 11 09 00 48 | .H..H........H..$0...H..H.-....H |
| 12480 | 8b d5 ff 15 00 c3 03 00 33 f6 48 8b f8 48 85 c0 0f 84 c5 00 00 00 48 8b 48 08 39 b1 a8 00 00 00 | ........3.H..H........H.H.9..... |
| 124a0 | 7c 26 48 8b 0d ff c3 03 00 4c 8d 05 70 11 09 00 4c 8b cd 48 8d 15 ae f6 08 00 48 8b 09 ff 15 bd | |&H......L..p...L..H......H..... |
| 124c0 | c5 03 00 e9 84 00 00 00 48 8b 40 20 48 3d 70 03 00 00 73 31 48 8b 0d bd c5 03 00 4c 8d 05 3e 11 | ........H.@.H=p...s1H......L..>. |
| 124e0 | 09 00 48 89 44 24 28 48 8d 15 32 fb 08 00 4c 8b cd 48 c7 44 24 20 70 03 00 00 48 8b 09 ff 15 7d | ..H.D$(H..2...L..H.D$.p...H....} |
| 12500 | c5 03 00 eb 47 76 57 48 89 44 24 30 4c 8d 0d 0d 11 09 00 48 c7 44 24 28 70 03 00 00 4c 8d 05 8d | ....GvWH.D$0L......H.D$(p...L... |
| 12520 | fa 08 00 ba c8 00 00 00 48 89 6c 24 20 48 8d 4c 24 40 ff 15 98 c7 03 00 45 33 c0 48 8d 54 24 40 | ........H.l$.H.L$@......E3.H.T$@ |
| 12540 | 33 c9 ff 15 48 c7 03 00 85 c0 79 12 48 83 2f 01 75 09 48 8b cf ff 15 ad c4 03 00 48 8b fe 48 8b | 3...H.....y.H./.u.H........H..H. |
| 12560 | ac 24 30 01 00 00 48 89 3d 63 5e 09 00 48 85 ff 0f 84 8b 07 00 00 48 83 2b 01 75 09 48 8b cb ff | .$0...H.=c^..H........H.+.u.H... |
| 12580 | 15 83 c4 03 00 48 8d 0d 84 10 09 00 ff 15 ae c6 03 00 48 8b d8 48 85 c0 0f 84 72 07 00 00 41 b9 | .....H............H..H....r...A. |
| 125a0 | 20 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 51 10 09 00 48 8b c8 48 8d 15 3b 10 09 00 e8 1e 9b | .....D$.....L..Q...H..H..;...... |
| 125c0 | ff ff 48 89 05 9f 55 09 00 48 85 c0 0f 84 2f 07 00 00 48 83 2b 01 75 09 48 8b cb ff 15 27 c4 03 | ..H...U..H..../...H.+.u.H....'.. |
| 125e0 | 00 48 8d 0d 00 10 09 00 ff 15 52 c6 03 00 48 8b d8 48 85 c0 0f 84 16 07 00 00 41 b9 20 00 00 00 | .H........R...H..H........A..... |
| 12600 | c7 44 24 20 01 00 00 00 4c 8d 05 d1 0f 09 00 48 8b c8 48 8d 15 b7 0f 09 00 e8 c2 9a ff ff 48 89 | .D$.....L......H..H...........H. |
| 12620 | 05 7b 55 09 00 48 85 c0 0f 84 d3 06 00 00 48 83 2b 01 75 09 48 8b cb ff 15 cb c3 03 00 48 8d 0d | .{U..H........H.+.u.H........H.. |
| 12640 | 80 0f 09 00 ff 15 f6 c5 03 00 48 8b d8 48 85 c0 0f 84 ba 06 00 00 48 8d 15 5f 0f 09 00 48 8b c8 | ..........H..H........H.._...H.. |
| 12660 | ff 15 22 c1 03 00 48 8b f8 48 85 c0 74 7f 48 8b 48 08 39 b1 a8 00 00 00 7c 27 48 8b 0d 27 c2 03 | .."...H..H..t.H.H.9.....|'H..'.. |
| 12680 | 00 4c 8d 0d 34 0f 09 00 4c 8d 05 25 0f 09 00 48 8d 15 d2 f4 08 00 48 8b 09 ff 15 e1 c3 03 00 eb | .L..4...L..%...H......H......... |
| 126a0 | 3d 48 8b 40 20 48 83 f8 60 73 45 48 8b 0d e6 c3 03 00 4c 8d 0d 03 0f 09 00 48 89 44 24 28 4c 8d | =H.@.H..`sEH......L......H.D$(L. |
| 126c0 | 05 ef 0e 09 00 48 8d 15 54 f9 08 00 48 c7 44 24 20 60 00 00 00 48 8b 09 ff 15 a2 c3 03 00 48 83 | .....H..T...H.D$.`...H........H. |
| 126e0 | 2f 01 75 09 48 8b cf ff 15 1b c3 03 00 48 8b fe 48 89 3d 99 53 09 00 48 85 ff 0f 84 01 06 00 00 | /.u.H........H..H.=.S..H........ |
| 12700 | 48 8d 15 a1 0e 09 00 48 8b cb ff 15 78 c0 03 00 48 8b f8 48 85 c0 0f 84 81 00 00 00 48 8b 48 08 | H......H....x...H..H........H.H. |
| 12720 | 39 b1 a8 00 00 00 7c 27 48 8b 0d 79 c1 03 00 4c 8d 0d 72 0e 09 00 4c 8d 05 5f 0e 09 00 48 8d 15 | 9.....|'H..y...L..r...L.._...H.. |
| 12740 | 24 f4 08 00 48 8b 09 ff 15 33 c3 03 00 eb 3f 48 8b 40 20 48 3d 48 0a 00 00 73 45 48 8b 0d 36 c3 | $...H....3....?H.@.H=H...sEH..6. |
| 12760 | 03 00 4c 8d 0d 3f 0e 09 00 48 89 44 24 28 4c 8d 05 27 0e 09 00 48 8d 15 a4 f8 08 00 48 c7 44 24 | ..L..?...H.D$(L..'...H......H.D$ |
| 12780 | 20 48 0a 00 00 48 8b 09 ff 15 f2 c2 03 00 48 83 2f 01 75 09 48 8b cf ff 15 6b c2 03 00 48 8b fe | .H...H........H./.u.H....k...H.. |
| 127a0 | 48 89 3d f9 55 09 00 48 85 ff 0f 84 51 05 00 00 48 8d 15 d9 0d 09 00 48 8b cb ff 15 c8 bf 03 00 | H.=.U..H....Q...H......H........ |
| 127c0 | 48 8b f8 48 85 c0 0f 84 81 00 00 00 48 8b 48 08 39 b1 a8 00 00 00 7c 27 48 8b 0d c9 c0 03 00 4c | H..H........H.H.9.....|'H......L |
| 127e0 | 8d 0d aa 0d 09 00 4c 8d 05 9b 0d 09 00 48 8d 15 74 f3 08 00 48 8b 09 ff 15 83 c2 03 00 eb 3f 48 | ......L......H..t...H.........?H |
| 12800 | 8b 40 20 48 3d 30 02 00 00 73 45 48 8b 0d 86 c2 03 00 4c 8d 0d 77 0d 09 00 48 89 44 24 28 4c 8d | .@.H=0...sEH......L..w...H.D$(L. |
| 12820 | 05 63 0d 09 00 48 8d 15 f4 f7 08 00 48 c7 44 24 20 30 02 00 00 48 8b 09 ff 15 42 c2 03 00 48 83 | .c...H......H.D$.0...H....B...H. |
| 12840 | 2f 01 75 09 48 8b cf ff 15 bb c1 03 00 48 8b fe 48 89 3d 39 56 09 00 48 85 ff 0f 84 a1 04 00 00 | /.u.H........H..H.=9V..H........ |
| 12860 | 48 8d 15 19 0d 09 00 48 8b cb ff 15 18 bf 03 00 48 8b f8 48 85 c0 74 7f 48 8b 48 08 39 b1 a8 00 | H......H........H..H..t.H.H.9... |
| 12880 | 00 00 7c 27 48 8b 0d 1d c0 03 00 4c 8d 0d ee 0c 09 00 4c 8d 05 df 0c 09 00 48 8d 15 c8 f2 08 00 | ..|'H......L......L......H...... |
| 128a0 | 48 8b 09 ff 15 d7 c1 03 00 eb 3d 48 8b 40 20 48 83 f8 60 73 45 48 8b 0d dc c1 03 00 4c 8d 0d bd | H.........=H.@.H..`sEH......L... |
| 128c0 | 0c 09 00 48 89 44 24 28 4c 8d 05 a9 0c 09 00 48 8d 15 4a f7 08 00 48 c7 44 24 20 60 00 00 00 48 | ...H.D$(L......H..J...H.D$.`...H |
| 128e0 | 8b 09 ff 15 98 c1 03 00 48 83 2f 01 75 09 48 8b cf ff 15 11 c1 03 00 48 8b fe 48 89 3d ef 59 09 | ........H./.u.H........H..H.=.Y. |
| 12900 | 00 48 85 ff 0f 84 f7 03 00 00 41 b9 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 51 0c 09 00 48 | .H........A......D$.....L..Q...H |
| 12920 | 8b cb 48 8d 15 3f 0c 09 00 e8 b2 97 ff ff 48 89 05 ab 4d 09 00 48 85 c0 0f 84 c3 03 00 00 41 b9 | ..H..?........H...M..H........A. |
| 12940 | 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 09 f5 08 00 48 8b cb 48 8d 15 03 0c 09 00 e8 7e 97 | .....D$.....L......H..H.......~. |
| 12960 | ff ff 48 89 05 5f 4c 09 00 48 85 c0 0f 84 8f 03 00 00 41 b9 10 00 00 00 c7 44 24 20 01 00 00 00 | ..H.._L..H........A......D$..... |
| 12980 | 4c 8d 05 d1 0b 09 00 48 8b cb 48 8d 15 bf 0b 09 00 e8 4a 97 ff ff 48 89 05 fb 4b 09 00 48 85 c0 | L......H..H.......J...H...K..H.. |
| 129a0 | 0f 84 5b 03 00 00 41 b9 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 85 0b 09 00 48 8b cb 48 8d | ..[...A......D$.....L......H..H. |
| 129c0 | 15 73 0b 09 00 e8 16 97 ff ff 48 89 05 9f 52 09 00 48 85 c0 0f 84 27 03 00 00 41 b9 10 00 00 00 | .s........H...R..H....'...A..... |
| 129e0 | c7 44 24 20 01 00 00 00 4c 8d 05 39 0b 09 00 48 8b cb 48 8d 15 6b 07 09 00 e8 e2 96 ff ff 48 89 | .D$.....L..9...H..H..k........H. |
| 12a00 | 05 eb 54 09 00 48 85 c0 0f 84 f3 02 00 00 41 b9 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 15 | ..T..H........A......D$.....L... |
| 12a20 | 0a 09 00 48 8b cb 48 8d 15 b7 06 09 00 e8 ae 96 ff ff 48 89 05 77 4b 09 00 48 85 c0 0f 84 bf 02 | ...H..H...........H..wK..H...... |
| 12a40 | 00 00 41 b9 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 c1 0a 09 00 48 8b cb 48 8d 15 13 06 09 | ..A......D$.....L......H..H..... |
| 12a60 | 00 e8 7a 96 ff ff 48 89 05 9b 4c 09 00 48 85 c0 0f 84 8b 02 00 00 41 b9 10 00 00 00 c7 44 24 20 | ..z...H...L..H........A......D$. |
| 12a80 | 01 00 00 00 4c 8d 05 9d 09 09 00 48 8b cb 48 8d 15 6f 05 09 00 e8 46 96 ff ff 48 89 05 17 50 09 | ....L......H..H..o....F...H...P. |
| 12aa0 | 00 48 85 c0 0f 84 57 02 00 00 41 b9 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 49 0a 09 00 48 | .H....W...A......D$.....L..I...H |
| 12ac0 | 8b cb 48 8d 15 ab 03 09 00 e8 12 96 ff ff 48 89 05 13 4d 09 00 48 85 c0 0f 84 23 02 00 00 41 b9 | ..H...........H...M..H....#...A. |
| 12ae0 | 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 05 0a 09 00 48 8b cb 48 8d 15 cf f3 08 00 e8 de 95 | .....D$.....L......H..H......... |
| 12b00 | ff ff 48 89 05 17 4b 09 00 48 85 c0 0f 84 ef 01 00 00 48 8d 15 83 f3 08 00 48 8b cb ff 15 66 bc | ..H...K..H........H......H....f. |
| 12b20 | 03 00 48 8b f8 48 85 c0 0f 84 81 00 00 00 48 8b 48 08 39 b1 a8 00 00 00 7c 27 48 8b 0d 67 bd 03 | ..H..H........H.H.9.....|'H..g.. |
| 12b40 | 00 4c 8d 0d 54 f3 08 00 4c 8d 05 05 f3 08 00 48 8d 15 12 f0 08 00 48 8b 09 ff 15 21 bf 03 00 eb | .L..T...L......H......H....!.... |
| 12b60 | 3f 48 8b 40 20 48 3d e8 00 00 00 73 45 48 8b 0d 24 bf 03 00 4c 8d 0d 21 f3 08 00 48 89 44 24 28 | ?H.@.H=....sEH..$...L..!...H.D$( |
| 12b80 | 4c 8d 05 cd f2 08 00 48 8d 15 92 f4 08 00 48 c7 44 24 20 e8 00 00 00 48 8b 09 ff 15 e0 be 03 00 | L......H......H.D$.....H........ |
| 12ba0 | 48 83 2f 01 75 09 48 8b cf ff 15 59 be 03 00 48 8b fe 48 89 3d 3f 58 09 00 48 85 ff 0f 84 3f 01 | H./.u.H....Y...H..H.=?X..H....?. |
| 12bc0 | 00 00 48 83 2b 01 75 09 48 8b cb ff 15 37 be 03 00 48 8d 0d 00 09 09 00 ff 15 62 c0 03 00 48 8b | ..H.+.u.H....7...H........b...H. |
| 12be0 | d8 48 85 c0 0f 84 26 01 00 00 41 b9 60 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 c9 08 09 00 48 | .H....&...A.`....D$.....L......H |
| 12c00 | 8b c8 48 8d 15 9f 08 09 00 e8 d2 94 ff ff 48 89 05 63 49 09 00 48 85 c0 0f 84 e3 00 00 00 41 b9 | ..H...........H..cI..H........A. |
| 12c20 | 40 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 e5 07 09 00 48 8b cb 48 8d 15 bb 07 09 00 e8 9e 94 | @....D$.....L......H..H......... |
| 12c40 | ff ff 48 89 05 4f 50 09 00 48 85 c0 0f 84 af 00 00 00 48 8b 15 57 3f 09 00 48 8b 88 08 01 00 00 | ..H..OP..H........H..W?..H...... |
| 12c60 | ff 15 f2 bb 03 00 48 8b f8 48 85 c0 74 44 33 d2 48 8b c8 ff 15 57 bd 03 00 48 8b f0 48 85 c0 75 | ......H..H..tD3.H....W...H..H..u |
| 12c80 | 22 ff 15 a1 bf 03 00 48 85 c0 75 17 48 8b 0d 55 bf 03 00 48 8d 15 7e eb 08 00 48 8b 09 ff 15 2d | "......H..u.H..U...H..~...H....- |
| 12ca0 | be 03 00 48 83 2f 01 75 09 48 8b cf ff 15 56 bd 03 00 48 89 35 87 53 09 00 48 85 f6 74 43 41 b9 | ...H./.u.H....V...H.5.S..H..tCA. |
| 12cc0 | 10 00 00 00 c7 44 24 20 01 00 00 00 4c 8d 05 b5 06 09 00 48 8b cb 48 8d 15 8b 06 09 00 e8 fe 93 | .....D$.....L......H..H......... |
| 12ce0 | ff ff 48 89 05 0f 53 09 00 48 85 c0 74 13 48 83 2b 01 75 09 48 8b cb ff 15 0b bd 03 00 33 c0 eb | ..H...S..H..t.H.+.u.H........3.. |
| 12d00 | 14 48 83 2b 01 75 09 48 8b cb ff 15 f8 bc 03 00 b8 ff ff ff ff 48 8b 8c 24 10 01 00 00 48 33 cc | .H.+.u.H.............H..$....H3. |
| 12d20 | e8 ab 4b ff ff 4c 8d 9c 24 20 01 00 00 49 8b 5b 18 49 8b 73 20 49 8b e3 5f c3 cc cc cc cc cc cc | ..K..L..$....I.[.I.s.I.._....... |
| 12d40 | 40 53 48 83 ec 20 48 8d 1d 23 a3 08 00 48 8b cb ff 15 2a ba 03 00 85 c0 0f 88 af 02 00 00 48 83 | @SH...H..#...H....*...........H. |
| 12d60 | 3d 2a a4 08 00 00 75 1d 48 8b 05 91 a3 08 00 48 3b 05 9a be 03 00 48 0f 44 05 92 be 03 00 48 89 | =*....u.H......H;.....H.D.....H. |
| 12d80 | 05 7b a3 08 00 48 8b 15 0c 3e 09 00 4c 8b c3 48 8b 0d 3a 54 09 00 ff 15 4c bf 03 00 85 c0 0f 88 | .{...H...>..L..H..:T....L....... |
| 12da0 | 69 02 00 00 48 8d 05 d5 47 09 00 48 89 1d a6 53 09 00 48 89 05 bf 4e 09 00 48 8d 1d e0 9e 08 00 | i...H...G..H...S..H...N..H...... |
| 12dc0 | 48 8d 05 89 da 00 00 48 8b cb 48 89 05 af 47 09 00 ff 15 a9 b9 03 00 85 c0 0f 88 2e 02 00 00 48 | H......H..H...G................H |
| 12de0 | 8b 15 92 4e 09 00 48 8b 0d bb 9f 08 00 e8 ae 99 ff ff 85 c0 0f 88 13 02 00 00 48 8b cb e8 fe 93 | ...N..H...................H..... |
| 12e00 | ff ff 85 c0 0f 88 03 02 00 00 48 89 1d 17 52 09 00 48 8d 1d 58 99 08 00 48 8b cb ff 15 5f b9 03 | ..........H...R..H..X...H...._.. |
| 12e20 | 00 85 c0 0f 88 e4 01 00 00 48 83 3d 5f 9a 08 00 00 75 1d 48 8b 05 c6 99 08 00 48 3b 05 cf bd 03 | .........H.=_....u.H......H;.... |
| 12e40 | 00 48 0f 44 05 c7 bd 03 00 48 89 05 b0 99 08 00 48 8b cb e8 a8 93 ff ff 85 c0 0f 88 ad 01 00 00 | .H.D.....H......H............... |
| 12e60 | 48 8d 05 d1 48 09 00 48 89 1d f2 54 09 00 48 89 05 83 52 09 00 48 8d 1d 44 a0 08 00 48 8d 05 1d | H...H..H...T..H...R..H..D...H... |
| 12e80 | be 00 00 48 8b cb 48 89 05 ab 48 09 00 48 8d 05 5c b3 00 00 48 89 05 a5 48 09 00 48 8d 05 de af | ...H..H...H..H..\...H...H..H.... |
| 12ea0 | 00 00 48 89 05 9f 48 09 00 48 8d 05 10 ac 00 00 48 89 05 99 48 09 00 48 8d 05 62 ab 00 00 48 89 | ..H...H..H......H...H..H..b...H. |
| 12ec0 | 05 93 48 09 00 48 8d 05 54 a4 00 00 48 89 05 8d 48 09 00 48 8d 05 e6 9d 00 00 48 89 05 87 48 09 | ..H..H..T...H...H..H......H...H. |
| 12ee0 | 00 ff 15 99 b8 03 00 85 c0 0f 88 1e 01 00 00 48 83 3d e9 a0 08 00 00 75 1d 48 8b 05 50 a0 08 00 | ...............H.=.....u.H..P... |
| 12f00 | 48 3b 05 09 bd 03 00 48 0f 44 05 01 bd 03 00 48 89 05 3a a0 08 00 48 8b 15 db 51 09 00 48 8b 0d | H;.....H.D.....H..:...H...Q..H.. |
| 12f20 | a4 a0 08 00 e8 77 98 ff ff 85 c0 0f 88 dc 00 00 00 48 8b cb e8 c7 92 ff ff 85 c0 0f 88 cc 00 00 | .....w...........H.............. |
| 12f40 | 00 48 8d 05 10 4f 09 00 48 89 1d 69 4e 09 00 48 89 05 32 52 09 00 48 8b 05 9b 51 09 00 0f 10 00 | .H...O..H..iN..H..2R..H...Q..... |
| 12f60 | 0f 11 05 f1 4e 09 00 0f 10 48 10 0f 11 0d f6 4e 09 00 0f 10 40 20 48 8d 05 63 56 00 00 48 89 1d | ....N....H.....N....@.H..cV..H.. |
| 12f80 | fc 95 08 00 48 8d 1d f5 94 08 00 0f 11 05 e6 4e 09 00 48 89 05 e7 4e 09 00 48 8b cb 48 8d 05 bd | ....H..........N..H...N..H..H... |
| 12fa0 | 55 00 00 48 89 05 de 4e 09 00 ff 15 d0 b7 03 00 85 c0 78 59 48 83 3d e4 95 08 00 00 75 1d 48 8b | U..H...N..........xYH.=.....u.H. |
| 12fc0 | 05 4b 95 08 00 48 3b 05 44 bc 03 00 48 0f 44 05 3c bc 03 00 48 89 05 35 95 08 00 48 8b 15 a6 51 | .K...H;.D...H.D.<...H..5...H...Q |
| 12fe0 | 09 00 48 8b 0d 9f 95 08 00 e8 b2 97 ff ff 85 c0 78 1b 48 8b cb e8 06 92 ff ff 85 c0 78 0f 48 89 | ..H.............x.H.........x.H. |
| 13000 | 1d 63 53 09 00 33 c0 48 83 c4 20 5b c3 b8 ff ff ff ff 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc | .cS..3.H...[......H...[......... |
| 13020 | 33 c0 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 33 c0 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc | 3...............3............... |
| 13040 | 48 8b 05 01 bb 03 00 48 89 05 2a 4b 09 00 48 ff 00 48 8b 05 f0 ba 03 00 48 89 05 49 48 09 00 48 | H......H..*K..H..H......H..IH..H |
| 13060 | ff 00 48 8b 05 df ba 03 00 48 89 05 f8 49 09 00 48 ff 00 48 8b 05 ce ba 03 00 48 89 05 8f 4a 09 | ..H......H...I..H..H......H...J. |
| 13080 | 00 48 ff 00 48 8b 05 bd ba 03 00 48 89 05 ee 4b 09 00 48 ff 00 33 c0 c3 cc cc cc cc cc cc cc cc | .H..H......H...K..H..3.......... |
| 130a0 | 40 53 48 83 ec 20 48 83 3d 92 a3 08 00 00 0f 84 8b 00 00 00 48 8d 1d 8d a3 08 00 0f 1f 44 00 00 | @SH...H.=...........H........D.. |
| 130c0 | 0f b6 43 19 0a 43 18 48 8b 0b 74 31 80 7b 1a 00 74 08 ff 15 08 bc 03 00 eb 30 48 8b 53 08 4c 8b | ..C..C.H..t1.{..t........0H.S.L. |
| 130e0 | 43 10 48 ff ca 4d 85 c0 74 0b 45 33 c9 ff 15 bd b6 03 00 eb 15 ff 15 c5 b8 03 00 eb 0d 48 8b 53 | C.H..M..t.E3.................H.S |
| 13100 | 08 48 ff ca ff 15 76 b7 03 00 48 8b c8 48 8b 43 f8 48 89 08 48 8b 43 f8 48 8b 08 48 85 c9 0f 84 | .H....v...H..H.C.H..H.C.H..H.... |
| 13120 | b2 01 00 00 ff 15 96 ba 03 00 48 83 f8 ff 0f 84 a2 01 00 00 48 83 c3 28 48 83 7b f8 00 75 81 0f | ..........H.........H..(H.{..u.. |
| 13140 | 57 c0 ff 15 a8 b9 03 00 48 89 05 81 4b 09 00 48 85 c0 0f 84 7e 01 00 00 f2 0f 10 05 c8 11 06 00 | W.......H...K..H....~........... |
| 13160 | ff 15 8a b9 03 00 48 89 05 a3 4d 09 00 48 85 c0 0f 84 60 01 00 00 f2 0f 10 05 b2 11 06 00 ff 15 | ......H...M..H....`............. |
| 13180 | 6c b9 03 00 48 89 05 0d 49 09 00 48 85 c0 0f 84 42 01 00 00 f2 0f 10 05 84 11 06 00 ff 15 4e b9 | l...H...I..H....B.............N. |
| 131a0 | 03 00 48 89 05 27 47 09 00 48 85 c0 0f 84 24 01 00 00 f2 0f 10 05 86 11 06 00 ff 15 30 b9 03 00 | ..H..'G..H....$.............0... |
| 131c0 | 48 89 05 e1 51 09 00 48 85 c0 0f 84 06 01 00 00 33 c9 ff 15 f8 b9 03 00 48 89 05 d9 47 09 00 48 | H...Q..H........3.......H...G..H |
| 131e0 | 85 c0 0f 84 ee 00 00 00 b9 01 00 00 00 ff 15 dd b9 03 00 48 89 05 8e 4e 09 00 48 85 c0 0f 84 d3 | ...................H...N..H..... |
| 13200 | 00 00 00 b9 14 00 00 00 ff 15 c2 b9 03 00 48 89 05 d3 46 09 00 48 85 c0 0f 84 b8 00 00 00 b9 32 | ..............H...F..H.........2 |
| 13220 | 00 00 00 ff 15 a7 b9 03 00 48 89 05 b0 49 09 00 48 85 c0 0f 84 9d 00 00 00 b9 95 99 ae 06 ff 15 | .........H...I..H............... |
| 13240 | 8c b9 03 00 48 89 05 e5 47 09 00 48 85 c0 0f 84 82 00 00 00 b9 37 35 2a 08 ff 15 71 b9 03 00 48 | ....H...G..H.........75*...q...H |
| 13260 | 89 05 2a 4b 09 00 48 85 c0 74 6b b9 31 89 06 0b ff 15 5a b9 03 00 48 89 05 d3 4d 09 00 48 85 c0 | ..*K..H..tk.1.....Z...H...M..H.. |
| 13280 | 74 54 b9 00 ca 9a 3b ff 15 43 b9 03 00 48 89 05 5c 49 09 00 48 85 c0 74 3d 45 33 c0 48 8d 0d a5 | tT....;..C...H..\I..H..t=E3.H... |
| 132a0 | 03 09 00 33 d2 ff 15 85 b8 03 00 48 89 05 7e 4c 09 00 48 85 c0 74 1f b9 ff ff ff ff ff 15 0e b9 | ...3.......H..~L..H..t.......... |
| 132c0 | 03 00 48 89 05 f7 48 09 00 48 85 c0 74 08 33 c0 48 83 c4 20 5b c3 b8 ff ff ff ff 48 83 c4 20 5b | ..H...H..H..t.3.H...[......H...[ |
| 132e0 | c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 81 ec 88 00 00 00 48 8b 15 02 3b 09 00 b9 01 | ................H......H...;.... |
| 13300 | 00 00 00 ff 15 c7 b5 03 00 48 89 05 28 4c 09 00 48 85 c0 0f 84 3b 0a 00 00 48 8b 15 b8 3d 09 00 | .........H..(L..H....;...H...=.. |
| 13320 | b9 01 00 00 00 ff 15 a5 b5 03 00 48 89 05 9e 4c 09 00 48 85 c0 0f 84 19 0a 00 00 4c 8b 05 ee 4b | ...........H...L..H........L...K |
| 13340 | 09 00 b9 02 00 00 00 48 8b 15 6a 46 09 00 ff 15 7c b5 03 00 48 89 05 15 47 09 00 48 85 c0 0f 84 | .......H..jF....|...H...G..H.... |
| 13360 | f0 09 00 00 48 8b 15 ad 3c 09 00 b9 01 00 00 00 ff 15 5a b5 03 00 48 89 05 8b 4f 09 00 48 85 c0 | ....H...<.........Z...H...O..H.. |
| 13380 | 0f 84 ce 09 00 00 48 8b 15 d3 37 09 00 b9 01 00 00 00 ff 15 38 b5 03 00 48 89 05 b9 4f 09 00 48 | ......H...7.........8...H...O..H |
| 133a0 | 85 c0 0f 84 ac 09 00 00 48 8b 15 c1 34 09 00 b9 01 00 00 00 ff 15 16 b5 03 00 48 89 05 0f 4d 09 | ........H...4.............H...M. |
| 133c0 | 00 48 85 c0 0f 84 8a 09 00 00 48 8b 15 df 36 09 00 b9 01 00 00 00 ff 15 f4 b4 03 00 48 89 05 7d | .H........H...6.............H..} |
| 133e0 | 47 09 00 48 85 c0 0f 84 68 09 00 00 48 8b 15 c5 35 09 00 b9 01 00 00 00 ff 15 d2 b4 03 00 48 89 | G..H....h...H...5.............H. |
| 13400 | 05 fb 48 09 00 48 85 c0 0f 84 46 09 00 00 48 8b 15 d3 34 09 00 b9 01 00 00 00 ff 15 b0 b4 03 00 | ..H..H....F...H...4............. |
| 13420 | 48 89 05 69 43 09 00 48 85 c0 0f 84 24 09 00 00 48 8b 15 59 37 09 00 b9 01 00 00 00 ff 15 8e b4 | H..iC..H....$...H..Y7........... |
| 13440 | 03 00 48 89 05 cf 45 09 00 48 85 c0 0f 84 02 09 00 00 48 8b 15 b7 3e 09 00 b9 01 00 00 00 ff 15 | ..H...E..H........H...>......... |
| 13460 | 6c b4 03 00 48 89 05 95 46 09 00 48 85 c0 0f 84 e0 08 00 00 48 8b 15 45 3c 09 00 b9 01 00 00 00 | l...H...F..H........H..E<....... |
| 13480 | ff 15 4a b4 03 00 48 89 05 a3 46 09 00 48 85 c0 0f 84 be 08 00 00 48 8b 15 9b 35 09 00 b9 01 00 | ..J...H...F..H........H...5..... |
| 134a0 | 00 00 ff 15 28 b4 03 00 48 89 05 29 49 09 00 48 85 c0 0f 84 9c 08 00 00 48 8b 15 89 b6 03 00 b9 | ....(...H..)I..H........H....... |
| 134c0 | 03 00 00 00 4c 8b ca 4c 8b c2 ff 15 00 b4 03 00 48 89 05 49 4c 09 00 48 85 c0 0f 84 74 08 00 00 | ....L..L........H..IL..H....t... |
| 134e0 | 48 8b 15 d1 43 09 00 b9 01 00 00 00 ff 15 de b3 03 00 48 89 05 2f 49 09 00 48 85 c0 0f 84 52 08 | H...C.............H../I..H....R. |
| 13500 | 00 00 48 8b 15 cf 3a 09 00 b9 01 00 00 00 ff 15 bc b3 03 00 48 89 05 dd 49 09 00 48 85 c0 0f 84 | ..H...:.............H...I..H.... |
| 13520 | 30 08 00 00 48 8b 15 35 3f 09 00 b9 01 00 00 00 ff 15 9a b3 03 00 48 89 05 9b 45 09 00 48 85 c0 | 0...H..5?.............H...E..H.. |
| 13540 | 0f 84 0e 08 00 00 48 8b 15 9b 39 09 00 b9 01 00 00 00 ff 15 78 b3 03 00 48 89 05 09 4a 09 00 48 | ......H...9.........x...H...J..H |
| 13560 | 85 c0 0f 84 ec 07 00 00 48 8b 15 c1 36 09 00 b9 01 00 00 00 ff 15 56 b3 03 00 48 89 05 b7 4d 09 | ........H...6.........V...H...M. |
| 13580 | 00 48 85 c0 0f 84 ca 07 00 00 48 8b 15 c7 37 09 00 b9 01 00 00 00 ff 15 34 b3 03 00 48 89 05 d5 | .H........H...7.........4...H... |
| 135a0 | 4a 09 00 48 85 c0 0f 84 a8 07 00 00 48 8b 15 3d 3d 09 00 b9 01 00 00 00 ff 15 12 b3 03 00 48 89 | J..H........H..==.............H. |
| 135c0 | 05 33 47 09 00 48 85 c0 0f 84 86 07 00 00 48 8b 15 e3 3a 09 00 b9 01 00 00 00 ff 15 f0 b2 03 00 | .3G..H........H...:............. |
| 135e0 | 48 89 05 11 44 09 00 48 85 c0 0f 84 64 07 00 00 48 8b 15 e9 34 09 00 b9 01 00 00 00 ff 15 ce b2 | H...D..H....d...H...4........... |
| 13600 | 03 00 48 89 05 df 49 09 00 48 85 c0 0f 84 42 07 00 00 48 8b 15 4f 33 09 00 b9 01 00 00 00 ff 15 | ..H...I..H....B...H..O3......... |
| 13620 | ac b2 03 00 48 89 05 b5 42 09 00 48 85 c0 0f 84 20 07 00 00 48 8b 15 0d 3a 09 00 b9 01 00 00 00 | ....H...B..H........H...:....... |
| 13640 | ff 15 8a b2 03 00 48 89 05 73 40 09 00 48 85 c0 0f 84 fe 06 00 00 48 8b 0d eb b4 03 00 4c 8b c1 | ......H..s@..H........H......L.. |
| 13660 | 48 8b d1 ff 15 ff b0 03 00 48 89 05 98 3f 09 00 48 85 c0 0f 84 db 06 00 00 48 8b 15 80 36 09 00 | H........H...?..H........H...6.. |
| 13680 | b9 01 00 00 00 ff 15 45 b2 03 00 48 89 05 d6 42 09 00 48 85 c0 0f 84 b9 06 00 00 4c 8b 05 7e 42 | .......E...H...B..H........L..~B |
| 136a0 | 09 00 b9 02 00 00 00 48 8b 15 9a 3e 09 00 ff 15 1c b2 03 00 48 89 05 e5 40 09 00 48 85 c0 0f 84 | .......H...>........H...@..H.... |
| 136c0 | 90 06 00 00 48 8b 15 7d 3e 09 00 b9 01 00 00 00 ff 15 fa b1 03 00 48 89 05 cb 46 09 00 48 85 c0 | ....H..}>.............H...F..H.. |
| 136e0 | 0f 84 6e 06 00 00 48 8b 15 8b 39 09 00 b9 01 00 00 00 ff 15 d8 b1 03 00 48 89 05 71 41 09 00 48 | ..n...H...9.............H..qA..H |
| 13700 | 85 c0 0f 84 4c 06 00 00 48 8b 15 61 3c 09 00 b9 01 00 00 00 ff 15 b6 b1 03 00 48 89 05 7f 41 09 | ....L...H..a<.............H...A. |
| 13720 | 00 48 85 c0 0f 84 2a 06 00 00 48 8b 15 df 3d 09 00 b9 01 00 00 00 ff 15 94 b1 03 00 48 89 05 45 | .H....*...H...=.............H..E |
| 13740 | 4b 09 00 48 85 c0 0f 84 08 06 00 00 48 8b 15 a5 3d 09 00 b9 01 00 00 00 ff 15 72 b1 03 00 48 89 | K..H........H...=.........r...H. |
| 13760 | 05 db 44 09 00 48 85 c0 0f 84 e6 05 00 00 48 8b 15 2b 32 09 00 b9 01 00 00 00 ff 15 50 b1 03 00 | ..D..H........H..+2.........P... |
| 13780 | 48 89 05 89 42 09 00 48 85 c0 0f 84 c4 05 00 00 48 8b 15 a9 3c 09 00 b9 01 00 00 00 ff 15 2e b1 | H...B..H........H...<........... |
| 137a0 | 03 00 48 89 05 9f 46 09 00 48 85 c0 0f 84 a2 05 00 00 48 8b 15 1f 33 09 00 b9 01 00 00 00 ff 15 | ..H...F..H........H...3......... |
| 137c0 | 0c b1 03 00 48 89 05 15 49 09 00 48 85 c0 0f 84 80 05 00 00 48 8b 15 c5 3b 09 00 b9 01 00 00 00 | ....H...I..H........H...;....... |
| 137e0 | ff 15 ea b0 03 00 48 89 05 b3 48 09 00 48 85 c0 0f 84 5e 05 00 00 48 8b 15 bb 30 09 00 b9 01 00 | ......H...H..H....^...H...0..... |
| 13800 | 00 00 ff 15 c8 b0 03 00 48 89 05 71 45 09 00 48 85 c0 0f 84 3c 05 00 00 48 8b 15 69 30 09 00 b9 | ........H..qE..H....<...H..i0... |
| 13820 | 01 00 00 00 ff 15 a6 b0 03 00 48 89 05 df 3d 09 00 48 85 c0 0f 84 1a 05 00 00 4c 8b 05 df b2 03 | ..........H...=..H........L..... |
| 13840 | 00 b9 02 00 00 00 48 8b 15 6b 41 09 00 ff 15 7d b0 03 00 48 89 05 c6 42 09 00 48 85 c0 0f 84 f1 | ......H..kA....}...H...B..H..... |
| 13860 | 04 00 00 48 8b 15 b6 33 09 00 b9 01 00 00 00 ff 15 5b b0 03 00 48 89 05 3c 3d 09 00 48 85 c0 0f | ...H...3.........[...H..<=..H... |
| 13880 | 84 cf 04 00 00 48 8b 15 f4 36 09 00 b9 01 00 00 00 ff 15 39 b0 03 00 48 89 05 ba 47 09 00 48 85 | .....H...6.........9...H...G..H. |
| 138a0 | c0 0f 84 ad 04 00 00 48 8b 15 82 3a 09 00 b9 01 00 00 00 ff 15 17 b0 03 00 48 89 05 78 3f 09 00 | .......H...:.............H..x?.. |
| 138c0 | 48 85 c0 0f 84 8b 04 00 00 48 8b 15 20 37 09 00 b9 01 00 00 00 ff 15 f5 af 03 00 48 89 05 2e 4a | H........H...7.............H...J |
| 138e0 | 09 00 48 85 c0 0f 84 69 04 00 00 48 8b 15 4e 33 09 00 b9 01 00 00 00 ff 15 d3 af 03 00 48 89 05 | ..H....i...H..N3.............H.. |
| 13900 | 5c 44 09 00 48 85 c0 0f 84 47 04 00 00 48 8b 15 4c 39 09 00 b9 01 00 00 00 ff 15 b1 af 03 00 48 | \D..H....G...H..L9.............H |
| 13920 | 89 05 22 47 09 00 48 85 c0 0f 84 25 04 00 00 48 8b 15 9a 2f 09 00 b9 01 00 00 00 ff 15 8f af 03 | .."G..H....%...H.../............ |
| 13940 | 00 48 89 05 c0 3e 09 00 48 85 c0 0f 84 03 04 00 00 48 8b 15 c8 2f 09 00 b9 01 00 00 00 ff 15 6d | .H...>..H........H.../.........m |
| 13960 | af 03 00 48 89 05 ee 43 09 00 48 85 c0 0f 84 e1 03 00 00 48 8b 15 76 3b 09 00 b9 01 00 00 00 ff | ...H...C..H........H..v;........ |
| 13980 | 15 4b af 03 00 48 89 05 54 40 09 00 48 85 c0 0f 84 bf 03 00 00 48 8b 15 54 3b 09 00 b9 01 00 00 | .K...H..T@..H........H..T;...... |
| 139a0 | 00 ff 15 29 af 03 00 48 89 05 2a 42 09 00 48 85 c0 0f 84 9d 03 00 00 48 8b 15 aa 33 09 00 b9 01 | ...)...H..*B..H........H...3.... |
| 139c0 | 00 00 00 ff 15 07 af 03 00 48 89 05 d8 42 09 00 48 85 c0 0f 84 7b 03 00 00 48 8b 15 10 34 09 00 | .........H...B..H....{...H...4.. |
| 139e0 | b9 01 00 00 00 ff 15 e5 ae 03 00 48 89 05 6e 45 09 00 48 85 c0 0f 84 59 03 00 00 48 8b 15 3e 30 | ...........H..nE..H....Y...H..>0 |
| 13a00 | 09 00 b9 01 00 00 00 ff 15 c3 ae 03 00 48 89 05 74 45 09 00 48 85 c0 0f 84 37 03 00 00 48 8b 15 | .............H..tE..H....7...H.. |
| 13a20 | 9c 34 09 00 b9 01 00 00 00 ff 15 a1 ae 03 00 48 89 05 52 42 09 00 48 85 c0 0f 84 15 03 00 00 b9 | .4.............H..RB..H......... |
| 13a40 | 01 00 00 00 ff 15 ee b0 03 00 48 89 05 a7 3d 09 00 48 85 c0 0f 84 fa 02 00 00 48 8b 0d 5f 41 09 | ..........H...=..H........H.._A. |
| 13a60 | 00 48 ff 01 48 89 48 18 b9 01 00 00 00 48 8b 15 7c 3a 09 00 ff 15 56 ae 03 00 48 89 05 17 43 09 | .H..H.H......H..|:....V...H...C. |
| 13a80 | 00 48 85 c0 0f 84 ca 02 00 00 48 8b 15 5f 3a 09 00 b9 01 00 00 00 ff 15 34 ae 03 00 48 89 05 ed | .H........H.._:.........4...H... |
| 13aa0 | 3a 09 00 48 85 c0 0f 84 a8 02 00 00 48 8b 15 c5 31 09 00 b9 01 00 00 00 ff 15 12 ae 03 00 48 89 | :..H........H...1.............H. |
| 13ac0 | 05 0b 3f 09 00 48 85 c0 0f 84 86 02 00 00 48 8b 15 1b 3a 09 00 b9 01 00 00 00 ff 15 f0 ad 03 00 | ..?..H........H...:............. |
| 13ae0 | 48 89 05 21 41 09 00 48 85 c0 0f 84 64 02 00 00 48 8b 15 f9 39 09 00 b9 01 00 00 00 ff 15 ce ad | H..!A..H....d...H...9........... |
| 13b00 | 03 00 48 89 05 f7 47 09 00 48 85 c0 0f 84 42 02 00 00 4c 8b 0d 17 3f 09 00 b9 03 00 00 00 4c 8b | ..H...G..H....B...L...?.......L. |
| 13b20 | 05 6b 42 09 00 48 8b 15 24 45 09 00 ff 15 9e ad 03 00 48 89 05 1f 3f 09 00 48 85 c0 0f 84 12 02 | .kB..H..$E........H...?..H...... |
| 13b40 | 00 00 48 8b 15 9f 30 09 00 b9 01 00 00 00 ff 15 7c ad 03 00 48 89 05 95 48 09 00 48 85 c0 0f 84 | ..H...0.........|...H...H..H.... |
| 13b60 | f0 01 00 00 48 8b 15 85 45 09 00 41 b8 01 00 00 00 48 8b 0d 88 2d 09 00 45 33 c9 48 89 54 24 70 | ....H...E..A.....H...-..E3.H.T$p |
| 13b80 | c7 44 24 68 34 12 00 00 48 89 4c 24 60 48 8b 0d a4 31 09 00 48 89 4c 24 58 48 8b 0d 18 3d 09 00 | .D$h4...H.L$`H...1..H.L$XH...=.. |
| 13ba0 | 48 89 4c 24 50 48 89 4c 24 48 48 89 44 24 40 48 89 4c 24 38 48 89 4c 24 30 41 8b c8 48 89 54 24 | H.L$PH.L$HH.D$@H.L$8H.L$0A..H.T$ |
| 13bc0 | 28 33 d2 c7 44 24 20 03 00 00 00 ff 15 e7 ab 03 00 48 89 05 a8 3c 09 00 48 85 c0 0f 84 73 01 00 | (3..D$...........H...<..H....s.. |
| 13be0 | 00 48 8b 15 38 32 09 00 b9 01 00 00 00 ff 15 dd ac 03 00 48 89 05 0e 3f 09 00 48 85 c0 0f 84 51 | .H..82.............H...?..H....Q |
| 13c00 | 01 00 00 48 8b 15 0e 36 09 00 b9 01 00 00 00 ff 15 bb ac 03 00 48 89 05 34 3d 09 00 48 85 c0 0f | ...H...6.............H..4=..H... |
| 13c20 | 84 2f 01 00 00 48 8b 15 3c 36 09 00 b9 01 00 00 00 ff 15 99 ac 03 00 48 89 05 52 3c 09 00 48 85 | ./...H..<6.............H..R<..H. |
| 13c40 | c0 0f 84 0d 01 00 00 48 8b 15 fa 31 09 00 b9 01 00 00 00 ff 15 77 ac 03 00 48 89 05 08 44 09 00 | .......H...1.........w...H...D.. |
| 13c60 | 48 85 c0 0f 84 eb 00 00 00 48 8b 15 e0 2c 09 00 b9 01 00 00 00 ff 15 55 ac 03 00 48 89 05 5e 47 | H........H...,.........U...H..^G |
| 13c80 | 09 00 48 85 c0 0f 84 c9 00 00 00 48 8b 05 d6 34 09 00 b9 05 00 00 00 4c 8b 0d da 35 09 00 4c 8b | ..H........H...4.......L...5..L. |
| 13ca0 | 05 73 38 09 00 48 8b 15 ac 35 09 00 48 89 44 24 28 48 8b 05 d0 35 09 00 48 89 44 24 20 ff 15 0d | .s8..H...5..H.D$(H...5..H.D$.... |
| 13cc0 | ac 03 00 48 89 05 e6 46 09 00 48 85 c0 0f 84 81 00 00 00 4c 8b 0d 16 44 09 00 48 8b 15 f7 35 09 | ...H...F..H........L...D..H...5. |
| 13ce0 | 00 4c 89 4c 24 70 c7 44 24 68 01 00 00 00 48 89 54 24 60 48 8b 15 0e 31 09 00 48 89 54 24 58 48 | .L.L$p.D$h....H.T$`H...1..H.T$XH |
| 13d00 | 8b 15 b2 3b 09 00 48 89 54 24 50 48 89 54 24 48 48 89 44 24 40 48 89 54 24 38 48 89 54 24 30 33 | ...;..H.T$PH.T$HH.D$@H.T$8H.T$03 |
| 13d20 | d2 4c 89 4c 24 28 45 33 c9 c7 44 24 20 03 00 00 00 8d 4a 03 45 8d 41 05 ff 15 7a aa 03 00 48 89 | .L.L$(E3..D$......J.E.A...z...H. |
| 13d40 | 05 db 3f 09 00 48 85 c0 74 0a 33 c0 48 81 c4 88 00 00 00 c3 b8 ff ff ff ff 48 81 c4 88 00 00 00 | ..?..H..t.3.H............H...... |
| 13d60 | c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8b 0d 17 45 09 | ................H.\$.WH...H...E. |
| 13d80 | 00 48 8b 3d 78 2c 09 00 48 8b d7 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 | .H.=x,..H..H.A.L......M..t.A.... |
| 13da0 | ff 15 d2 ad 03 00 48 8b d8 48 85 c0 75 1a 48 8b 0d 13 ab 03 00 48 8d 15 8c e8 08 00 4c 8b c7 48 | ......H..H..u.H......H......L..H |
| 13dc0 | 8b 09 ff 15 b8 ac 03 00 48 89 1d e9 44 09 00 48 85 db 0f 84 65 01 00 00 48 8b 0d 39 2c 09 00 e8 | ........H...D..H....e...H..9,... |
| 13de0 | fc bb ff ff 48 89 05 f5 39 09 00 48 85 c0 0f 84 49 01 00 00 48 8b 0d fd 2d 09 00 e8 e0 bb ff ff | ....H...9..H....I...H...-....... |
| 13e00 | 48 89 05 d9 41 09 00 48 85 c0 0f 84 2d 01 00 00 48 8b 0d e9 34 09 00 e8 c4 bb ff ff 48 89 05 8d | H...A..H....-...H...4.......H... |
| 13e20 | 38 09 00 48 85 c0 0f 84 11 01 00 00 48 8b 0d f5 2d 09 00 e8 a8 bb ff ff 48 89 05 21 44 09 00 48 | 8..H........H...-.......H..!D..H |
| 13e40 | 85 c0 0f 84 f5 00 00 00 48 8b 0d d9 2b 09 00 e8 8c bb ff ff 48 89 05 a5 3a 09 00 48 85 c0 0f 84 | ........H...+.......H...:..H.... |
| 13e60 | d9 00 00 00 48 8b 0d d5 36 09 00 e8 70 bb ff ff 48 89 05 a9 3a 09 00 48 85 c0 0f 84 bd 00 00 00 | ....H...6...p...H...:..H........ |
| 13e80 | 48 8b 0d 21 36 09 00 e8 54 bb ff ff 48 89 05 6d 39 09 00 48 85 c0 0f 84 a1 00 00 00 48 8b 0d 95 | H..!6...T...H..m9..H........H... |
| 13ea0 | 33 09 00 e8 38 bb ff ff 48 89 05 59 45 09 00 48 85 c0 0f 84 85 00 00 00 48 8b 0d e9 31 09 00 e8 | 3...8...H..YE..H........H...1... |
| 13ec0 | 1c bb ff ff 48 89 05 6d 3a 09 00 48 85 c0 74 6d 48 8b 0d e9 2b 09 00 e8 04 bb ff ff 48 89 05 9d | ....H..m:..H..tmH...+.......H... |
| 13ee0 | 43 09 00 48 85 c0 74 55 48 8b 0d 01 2d 09 00 e8 ec ba ff ff 48 89 05 3d 41 09 00 48 85 c0 74 3d | C..H..tUH...-.......H..=A..H..t= |
| 13f00 | 48 8b 0d f9 30 09 00 e8 d4 ba ff ff 48 89 05 d5 3d 09 00 48 85 c0 74 25 48 8b 0d 29 29 09 00 e8 | H...0.......H...=..H..t%H..))... |
| 13f20 | bc ba ff ff 48 89 05 85 39 09 00 48 85 c0 74 0d 33 c0 48 8b 5c 24 30 48 83 c4 20 5f c3 48 8b 5c | ....H...9..H..t.3.H.\$0H..._.H.\ |
| 13f40 | 24 30 b8 ff ff ff ff 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | $0.....H..._.................... |
| 13f60 | 48 8b 81 78 01 00 00 48 ff 00 48 8b 81 78 01 00 00 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..x...H..H..x.................. |
| 13f80 | 40 53 48 83 ec 20 48 8b 05 bb ab 03 00 48 8b d9 48 8b 49 18 48 89 43 18 48 8b 05 a9 ab 03 00 48 | @SH...H......H..H.I.H.C.H......H |
| 13fa0 | ff 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 55 aa 03 00 48 8b 05 8e ab 03 00 48 8b 4b 20 48 89 | ..H..t.H.).u...U...H......H.K.H. |
| 13fc0 | 43 20 48 8b 05 7f ab 03 00 48 ff 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 2b aa 03 00 48 8b 05 | C.H......H..H..t.H.).u...+...H.. |
| 13fe0 | 64 ab 03 00 48 8b 4b 28 48 89 43 28 48 8b 05 55 ab 03 00 48 ff 00 48 85 c9 74 0c 48 83 29 01 75 | d...H.K(H.C(H..U...H..H..t.H.).u |
| 14000 | 06 ff 15 01 aa 03 00 48 8b 4b 50 48 85 c9 74 14 48 c7 43 50 00 00 00 00 48 83 29 01 75 06 ff 15 | .......H.KPH..t.H.CP....H.).u... |
| 14020 | e4 a9 03 00 48 8b 05 1d ab 03 00 48 8b 8b 78 01 00 00 48 89 83 78 01 00 00 48 8b 05 08 ab 03 00 | ....H......H..x...H..x...H...... |
| 14040 | 48 ff 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 b4 a9 03 00 48 8d 8b a8 00 00 00 41 b8 1b 9e 00 | H..H..t.H.).u.......H......A.... |
| 14060 | 00 e8 0a 93 ff ff 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ......3.H...[................... |
| 14080 | 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 48 8b d9 49 8b f8 48 8b 49 18 48 8b f2 48 85 c9 74 | H.\$.H.t$.WH...H..I..H.I.H..H..t |
| 140a0 | 09 49 8b d0 ff d6 85 c0 75 4d 48 8b 4b 20 48 85 c9 74 09 48 8b d7 ff d6 85 c0 75 3b 48 8b 4b 28 | .I......uMH.K.H..t.H......u;H.K( |
| 140c0 | 48 85 c9 74 09 48 8b d7 ff d6 85 c0 75 29 48 8b 4b 50 48 85 c9 74 09 48 8b d7 ff d6 85 c0 75 17 | H..t.H......u)H.KPH..t.H......u. |
| 140e0 | 48 8b 8b 78 01 00 00 48 85 c9 74 09 48 8b d7 ff d6 85 c0 75 02 33 c0 48 8b 5c 24 30 48 8b 74 24 | H..x...H..t.H......u.3.H.\$0H.t$ |
| 14100 | 38 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 20 48 8b 41 08 48 8b d9 f6 80 a8 | 8H..._..........@SH...H.A.H..... |
| 14120 | 00 00 00 01 74 25 48 83 b8 88 01 00 00 00 74 1b ff 15 3a a6 03 00 85 c0 75 11 48 8b cb ff 15 bd | ....t%H.......t...:.....u.H..... |
| 14140 | a6 03 00 85 c0 0f 85 84 00 00 00 48 8b cb ff 15 74 aa 03 00 4c 8d 44 24 30 48 8d 54 24 38 48 8d | ...........H....t...L.D$0H.T$8H. |
| 14160 | 4c 24 40 ff 15 1f a7 03 00 48 ff 03 48 8d 8b a8 00 00 00 41 b8 a9 8b 00 00 e8 f2 91 ff ff 4c 8b | L$@......H..H......A..........L. |
| 14180 | 44 24 30 48 8b 54 24 38 48 8b 4c 24 40 48 ff 0b ff 15 82 a8 03 00 48 8b 8b 78 01 00 00 48 85 c9 | D$0H.T$8H.L$@H........H..x...H.. |
| 141a0 | 74 17 48 c7 83 78 01 00 00 00 00 00 00 48 83 29 01 75 06 ff 15 4f a8 03 00 48 8b cb ff 15 b6 a6 | t.H..x.......H.).u...O...H...... |
| 141c0 | 03 00 48 8b cb 48 83 c4 20 5b e9 e1 07 00 00 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc | ..H..H...[.....H...[............ |
| 141e0 | 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 f7 81 a8 00 00 00 00 00 10 00 49 8b f8 48 8b f2 75 | H.\$.H.t$.WH.............I..H..u |
| 14200 | 0a 33 d2 ff 91 30 01 00 00 eb 17 48 8b 05 f6 aa 03 00 45 33 c0 48 8b 15 9c 36 09 00 ff 90 38 01 | .3...0.....H......E3.H...6....8. |
| 14220 | 00 00 48 8b d8 48 85 c0 74 73 48 8b 05 c7 3e 09 00 4c 8b c7 48 89 43 10 48 8b d6 48 8b 05 06 a9 | ..H..H..tsH...>..L..H.C.H..H.... |
| 14240 | 03 00 48 8b cb 48 89 43 18 48 8b 05 f8 a8 03 00 48 ff 00 48 8b 05 ee a8 03 00 48 89 43 20 48 8b | ..H..H.C.H......H..H......H.C.H. |
| 14260 | 05 e3 a8 03 00 48 ff 00 48 8b 05 d9 a8 03 00 48 89 43 28 48 8b 05 ce a8 03 00 48 ff 00 48 c7 43 | .....H..H......H.C(H......H..H.C |
| 14280 | 50 00 00 00 00 e8 26 b0 00 00 85 c0 79 21 48 83 2b 01 75 09 48 8b cb ff 15 6b a7 03 00 33 c0 48 | P.....&.....y!H.+.u.H....k...3.H |
| 142a0 | 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 48 8b 05 d2 3e 09 00 48 8b 74 24 38 48 89 43 10 48 | .\$0H.t$8H..._.H...>..H.t$8H.C.H |
| 142c0 | 8b 05 82 a8 03 00 48 89 83 78 01 00 00 48 8b 05 74 a8 03 00 48 ff 00 48 8b c3 48 c7 83 a8 00 00 | ......H..x...H..t...H..H..H..... |
| 142e0 | 00 00 00 00 00 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .....H.\$0H..._................. |
| 14300 | 40 55 41 56 48 83 ec 28 48 89 5c 24 40 45 33 f6 48 89 74 24 48 41 8b de 48 89 7c 24 50 41 8b ee | @UAVH..(H.\$@E3.H.t$HA..H.|$PA.. |
| 14320 | 48 8b 79 20 48 3b 3d 1d a8 03 00 4c 89 64 24 58 4c 89 7c 24 20 4c 8b f9 0f 85 a2 00 00 00 48 8b | H.y.H;=....L.d$XL.|$.L........H. |
| 14340 | 1d 43 3d 09 00 48 ff 03 48 8b 79 78 48 63 41 6c 48 8b 13 4c 8d 24 c7 49 3b fc 73 66 0f 1f 40 00 | .C=..H..H.yxHcAlH..L.$.I;.sf..@. |
| 14360 | 48 8b 0f ff 15 b7 a8 03 00 48 8b f0 48 85 c0 0f 84 cc 00 00 00 48 8b cd 48 8b e8 48 85 c9 74 0c | H........H..H........H..H..H..t. |
| 14380 | 48 83 29 01 75 06 ff 15 7c a6 03 00 48 8b d6 48 8b cb ff 15 c0 a3 03 00 48 8b f0 48 85 c0 0f 84 | H.).u...|...H..H........H..H.... |
| 143a0 | 90 00 00 00 48 8b cb 48 8b d8 48 83 29 01 75 06 ff 15 52 a6 03 00 48 83 c7 08 49 3b fc 72 a1 48 | ....H..H..H.).u...R...H...I;.r.H |
| 143c0 | 8b 16 48 8d 42 01 48 8b fb 48 89 03 49 8b 4f 20 48 83 29 01 75 06 ff 15 2c a6 03 00 49 89 5f 20 | ..H.B.H..H..I.O.H.).u...,...I._. |
| 143e0 | 48 ff 07 4d 8b 77 20 4c 8b 7c 24 20 4c 8b 64 24 58 48 8b 7c 24 50 48 8b 74 24 48 48 85 db 74 0f | H..M.w.L.|$.L.d$XH.|$PH.t$HH..t. |
| 14400 | 48 83 2b 01 75 09 48 8b cb ff 15 f9 a5 03 00 48 8b 5c 24 40 48 85 ed 74 10 48 83 6d 00 01 75 09 | H.+.u.H........H.\$@H..t.H.m..u. |
| 14420 | 48 8b cd ff 15 df a5 03 00 49 8b c6 48 83 c4 28 41 5e 5d c3 ba a9 7e 00 00 41 b8 57 02 00 00 eb | H........I..H..(A^]...~..A.W.... |
| 14440 | 0b ba 9d 7e 00 00 41 b8 56 02 00 00 4c 8b 0d 15 2b 04 00 48 8d 0d 86 f9 08 00 e8 01 74 ff ff eb | ...~..A.V...L...+..H........t... |
| 14460 | 86 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 18 57 48 83 ec 20 48 8b 41 08 48 8b | ................H.\$.WH...H.A.H. |
| 14480 | d9 48 8b 15 20 29 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 d9 a6 03 00 48 | .H...)..L......M..t.A..........H |
| 144a0 | 89 6c 24 30 48 8b f8 48 89 74 24 38 48 85 c0 75 0e 48 8b 35 b0 2a 04 00 bd 38 7e 00 00 eb 5c 48 | .l$0H..H.t$8H..u.H.5.*...8~...\H |
| 144c0 | 8b 4b 60 ff 15 57 a7 03 00 48 8b d8 48 85 c0 75 07 bd 3a 7e 00 00 eb 19 48 8b d3 48 8b cf ff 15 | .K`..W...H..H..u..:~....H..H.... |
| 144e0 | f4 a5 03 00 48 8b f0 48 85 c0 75 4a bd 3c 7e 00 00 48 8b 35 70 2a 04 00 48 83 2f 01 75 09 48 8b | ....H..H..uJ.<~..H.5p*..H./.u.H. |
| 14500 | cf ff 15 01 a5 03 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 ed a4 03 00 4c 8b ce 48 8d | .......H..t.H.+.u.H........L..H. |
| 14520 | 0d e3 f8 08 00 41 b8 4f 02 00 00 8b d5 e8 2e 73 ff ff 33 c0 eb 21 48 83 2f 01 75 09 48 8b cf ff | .....A.O.......s..3..!H./.u.H... |
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| 14560 | 30 48 8b 5c 24 40 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 0H.\$@H..._..................... |
| 14580 | 48 83 ec 28 48 8b 49 60 ff 15 92 a6 03 00 48 85 c0 75 20 4c 8b 0d ce 29 04 00 48 8d 0d 97 f8 08 | H..(H.I`......H..u.L...)..H..... |
| 145a0 | 00 ba f7 7d 00 00 41 b8 4b 02 00 00 e8 af 72 ff ff 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc | ...}..A.K.....r..3.H..(......... |
| 145c0 | 48 83 ec 28 8b 49 6c 89 4c 24 30 ff 15 ff a5 03 00 48 85 c0 75 20 4c 8b 0d 8b 29 04 00 48 8d 0d | H..(.Il.L$0......H..u.L...)..H.. |
| 145e0 | 84 f8 08 00 ba b8 7d 00 00 41 b8 47 02 00 00 e8 6c 72 ff ff 33 c0 48 83 c4 28 c3 cc cc cc cc cc | ......}..A.G....lr..3.H..(...... |
| 14600 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc e9 1b 7c 00 00 cc cc cc cc cc cc cc cc cc cc cc | ..................|............. |
| 14620 | e9 eb 7d 00 00 cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ..}.............H.\$.H.l$.H.t$.W |
| 14640 | 48 83 ec 20 48 8b d9 33 c9 ff 15 11 a1 03 00 48 8b f8 48 85 c0 75 11 48 8b 35 0a 29 04 00 bd 84 | H...H..3.......H..H..u.H.5.).... |
| 14660 | 7c 00 00 e9 b4 00 00 00 48 8b 73 78 48 63 43 6c 48 8d 2c c6 48 3b f5 73 63 0f 1f 80 00 00 00 00 | |.......H.sxHcClH.,.H;.sc....... |
| 14680 | 48 8b 0e ff 15 97 a5 03 00 48 8b d8 48 85 c0 0f 84 a9 00 00 00 48 8b 4f 10 48 39 4f 20 7e 15 48 | H........H..H........H.O.H9O.~.H |
| 146a0 | ff 00 48 8b 47 18 48 89 1c c8 48 8d 41 01 48 89 47 10 eb 10 48 8b d3 48 8b cf ff 15 d8 a0 03 00 | ..H.G.H...H.A.H.G...H..H........ |
| 146c0 | 85 c0 75 73 48 83 2b 01 75 09 48 8b cb ff 15 35 a3 03 00 48 83 c6 08 48 3b f5 72 a4 48 8b cf ff | ..usH.+.u.H....5...H...H;.r.H... |
| 146e0 | 15 0b a2 03 00 48 8b d8 48 85 c0 75 58 bd 8f 7c 00 00 48 8b 35 6f 28 04 00 48 83 2f 01 75 09 48 | .....H..H..uX..|..H.5o(..H./.u.H |
| 14700 | 8b cf ff 15 00 a3 03 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 ec a2 03 00 4c 8b ce 48 | ........H..t.H.+.u.H........L..H |
| 14720 | 8d 0d ca f7 08 00 41 b8 34 02 00 00 8b d5 e8 2d 71 ff ff 33 c0 eb 20 bd 8c 7c 00 00 eb b4 bd 8a | ......A.4......-q..3.....|...... |
| 14740 | 7c 00 00 eb ad 48 83 2f 01 75 09 48 8b cf ff 15 b4 a2 03 00 48 8b c3 48 8b 5c 24 30 48 8b 6c 24 | |....H./.u.H........H..H.\$0H.l$ |
| 14760 | 38 48 8b 74 24 40 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 8H.t$@H..._..................... |
| 14780 | 48 8b 41 18 48 ff 00 48 8b 41 18 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.A.H..H.A...................... |
| 147a0 | e9 1b 81 00 00 cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 4d 85 c0 74 09 48 83 c4 28 e9 fe 9e | ................H..(M..t.H..(... |
| 147c0 | 00 00 4c 8b 41 08 48 8d 15 8b ee 08 00 48 8b 0d 44 a5 03 00 4d 8b 40 18 48 8b 09 ff 15 9f a2 03 | ..L.A.H......H..D...M.@.H....... |
| 147e0 | 00 b8 ff ff ff ff 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ......H..(...................... |
| 14800 | 48 89 5c 24 08 57 48 83 ec 20 48 8b f9 48 8b ca ff 15 0a a4 03 00 48 8b d8 48 85 c0 75 0b 48 8b | H.\$.WH...H..H........H..H..u.H. |
| 14820 | 5c 24 30 48 83 c4 20 5f c3 48 8b 47 08 48 8b d3 48 8b cf 4c 8b 40 70 41 ff 50 08 48 83 2b 01 48 | \$0H..._.H.G.H..H..L.@pA.P.H.+.H |
| 14840 | 8b f8 75 09 48 8b cb ff 15 bb a1 03 00 48 8b 5c 24 30 48 8b c7 48 83 c4 20 5f c3 cc cc cc cc cc | ..u.H........H.\$0H..H..._...... |
| 14860 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 20 48 8b 05 cb a2 03 00 48 8b d9 | ................@SH...H......H.. |
| 14880 | 48 8b 49 18 48 89 43 18 48 8b 05 b9 a2 03 00 48 ff 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 65 | H.I.H.C.H......H..H..t.H.).u...e |
| 148a0 | a1 03 00 48 8b 05 9e a2 03 00 48 8b 4b 20 48 89 43 20 48 8b 05 8f a2 03 00 48 ff 00 48 85 c9 74 | ...H......H.K.H.C.H......H..H..t |
| 148c0 | 0c 48 83 29 01 75 06 ff 15 3b a1 03 00 48 8b 05 74 a2 03 00 48 8b 4b 28 48 89 43 28 48 8b 05 65 | .H.).u...;...H..t...H.K(H.C(H..e |
| 148e0 | a2 03 00 48 ff 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 11 a1 03 00 48 8b 4b 50 48 85 c9 74 14 | ...H..H..t.H.).u.......H.KPH..t. |
| 14900 | 48 c7 43 50 00 00 00 00 48 83 29 01 75 06 ff 15 f4 a0 03 00 33 c0 48 83 c4 20 5b c3 cc cc cc cc | H.CP....H.).u.......3.H...[..... |
| 14920 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 48 | ................H.\$.H.t$.WH...H |
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| 14960 | c9 74 09 48 8b d7 ff d6 85 c0 75 26 48 8b 4b 28 48 85 c9 74 09 48 8b d7 ff d6 85 c0 75 14 48 8b | .t.H......u&H.K(H..t.H......u.H. |
| 14980 | 4b 50 48 85 c9 74 09 48 8b d7 ff d6 85 c0 75 02 33 c0 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 | KPH..t.H......u.3.H.\$0H.t$8H... |
| 149a0 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 20 48 8b 41 08 48 8b d9 f6 80 a8 | _...............@SH...H.A.H..... |
| 149c0 | 00 00 00 01 74 25 48 83 b8 88 01 00 00 00 74 1b ff 15 9a 9d 03 00 85 c0 75 11 48 8b cb ff 15 1d | ....t%H.......t.........u.H..... |
| 149e0 | 9e 03 00 85 c0 0f 85 1a 01 00 00 48 8b cb 48 89 7c 24 48 ff 15 cf a1 03 00 4c 8d 44 24 30 48 8d | ...........H..H.|$H......L.D$0H. |
| 14a00 | 54 24 38 48 8d 4c 24 40 ff 15 7a 9e 03 00 48 ff 03 33 ff 48 8b 05 2e a1 03 00 48 39 43 18 74 0c | T$8H.L$@..z...H..3.H......H9C.t. |
| 14a20 | 48 8d 4b 48 ff 15 76 9f 03 00 eb 1d 48 39 43 50 75 17 48 89 7b 50 48 8b 0d 0b a1 03 00 48 83 29 | H.KH..v.....H9CPu.H.{PH......H.) |
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| 14a60 | 48 8b c7 4c 8d 1d 96 37 09 00 66 0f 1f 44 00 00 4d 8b 04 c3 4c 3b c2 0f 84 8e 00 00 00 ff c1 48 | H..L...7..f..D..M...L;.........H |
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| 14aa0 | ff 0b ff 15 70 9f 03 00 48 8b 4b 18 48 85 c9 74 10 48 89 7b 18 48 83 29 01 75 06 ff 15 47 9f 03 | ....p...H.K.H..t.H.{.H.).u...G.. |
| 14ac0 | 00 48 8b 4b 20 48 85 c9 74 10 48 89 7b 20 48 83 29 01 75 06 ff 15 2e 9f 03 00 48 8b 4b 28 48 85 | .H.K.H..t.H.{.H.).u.......H.K(H. |
| 14ae0 | c9 74 10 48 89 7b 28 48 83 29 01 75 06 ff 15 15 9f 03 00 48 8b 43 08 48 8b cb ff 90 40 01 00 00 | .t.H.{(H.).u.......H.C.H....@... |
| 14b00 | 48 8b 7c 24 48 48 83 c4 20 5b c3 41 8d 52 ff 89 15 a3 2c 09 00 3b ca 0f 84 73 ff ff ff 48 63 c2 | H.|$HH...[.A.R....,..;...s...Hc. |
| 14b20 | 48 63 c9 49 8b 04 c3 49 89 04 cb 48 63 c2 4d 89 04 c3 e9 59 ff ff ff cc cc cc cc cc cc cc cc cc | Hc.I...I...Hc.M....Y............ |
| 14b40 | 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 f7 81 a8 00 00 00 00 00 10 00 49 8b f8 48 8b f2 75 | H.\$.H.t$.WH.............I..H..u |
| 14b60 | 0a 33 d2 ff 91 30 01 00 00 eb 17 48 8b 05 96 a1 03 00 45 33 c0 48 8b 15 3c 2d 09 00 ff 90 38 01 | .3...0.....H......E3.H..<-....8. |
| 14b80 | 00 00 48 8b d8 48 85 c0 74 73 48 8b 05 67 35 09 00 4c 8b c7 48 89 43 10 48 8b d6 48 8b 05 a6 9f | ..H..H..tsH..g5..L..H.C.H..H.... |
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| 14bc0 | 05 83 9f 03 00 48 ff 00 48 8b 05 79 9f 03 00 48 89 43 28 48 8b 05 6e 9f 03 00 48 ff 00 48 c7 43 | .....H..H..y...H.C(H..n...H..H.C |
| 14be0 | 50 00 00 00 00 e8 c6 a6 00 00 85 c0 79 21 48 83 2b 01 75 09 48 8b cb ff 15 0b 9e 03 00 33 c0 48 | P...........y!H.+.u.H........3.H |
| 14c00 | 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 48 8b 74 24 38 48 8b c3 48 8b 5c 24 30 48 83 c4 20 | .\$0H.t$8H..._.H.t$8H..H.\$0H... |
| 14c20 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b 05 0d 9f 03 00 48 8b 51 10 48 | _...............H..(H......H.Q.H |
| 14c40 | 89 41 10 48 8b 05 fe 9e 03 00 48 ff 00 48 85 d2 74 0f 48 83 2a 01 75 09 48 8b ca ff 15 a7 9d 03 | .A.H......H..H..t.H.*.u.H....... |
| 14c60 | 00 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b 49 10 48 8b c2 48 85 c9 74 09 | .3.H..(.........H..(H.I.H..H..t. |
| 14c80 | 49 8b d0 ff d0 85 c0 75 02 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | I......u.3.H..(................. |
| 14ca0 | 40 53 48 83 ec 20 48 8b 41 08 48 8b d9 f6 80 a8 00 00 00 01 74 21 48 83 b8 88 01 00 00 00 74 17 | @SH...H.A.H.........t!H.......t. |
| 14cc0 | ff 15 aa 9a 03 00 85 c0 75 0d 48 8b cb ff 15 2d 9b 03 00 85 c0 75 39 48 8b cb ff 15 e8 9e 03 00 | ........u.H....-.....u9H........ |
| 14ce0 | 48 8b 4b 10 48 85 c9 74 14 48 c7 43 10 00 00 00 00 48 83 29 01 75 06 ff 15 0b 9d 03 00 48 8b 43 | H.K.H..t.H.C.....H.).u.......H.C |
| 14d00 | 08 48 8b cb 48 83 c4 20 5b 48 ff a0 40 01 00 00 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc | .H..H...[H..@...H...[........... |
| 14d20 | 48 83 ec 28 f7 81 a8 00 00 00 00 00 10 00 75 0a 33 d2 ff 91 30 01 00 00 eb 17 48 8b 05 c7 9f 03 | H..(..........u.3...0.....H..... |
| 14d40 | 00 45 33 c0 48 8b 15 6d 2b 09 00 ff 90 38 01 00 00 48 8b c8 48 85 c0 75 05 48 83 c4 28 c3 48 8b | .E3.H..m+....8...H..H..u.H..(.H. |
| 14d60 | 05 e3 9d 03 00 48 89 41 10 48 8b 05 d8 9d 03 00 48 ff 00 48 8b c1 48 83 c4 28 c3 cc cc cc cc cc | .....H.A.H......H..H..H..(...... |
| 14d80 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b 41 10 ff 10 48 85 c0 75 20 4c | ................H..(H.A...H..u.L |
| 14da0 | 8b 0d c2 21 04 00 48 8d 0d e3 f6 08 00 ba cf 6c 00 00 41 b8 df 00 00 00 e8 a3 6a ff ff 33 c0 48 | ...!..H........l..A.......j..3.H |
| 14dc0 | 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 48 | ..(.............H.\$.H.t$.WH...H |
| 14de0 | 8b f2 48 8b f9 ff 15 25 9e 03 00 48 8b d8 48 85 c0 0f 85 04 01 00 00 48 8b 0d ea 9c 03 00 48 8b | ..H....%...H..H........H......H. |
| 14e00 | 09 ff 15 d9 9b 03 00 85 c0 0f 84 e9 00 00 00 ff 15 7b 99 03 00 48 8b 47 08 48 8b cf 48 8b 15 6d | .................{...H.G.H..H..m |
| 14e20 | 1f 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 3e 9d 03 00 48 8b d8 48 85 c0 | ...L......M..t.A......>...H..H.. |
| 14e40 | 75 0e 48 8b 3d 1f 21 04 00 be 91 6d 00 00 eb 5c 48 8b 46 08 48 8b d6 48 8b cb f7 80 a8 00 00 00 | u.H.=.!....m...\H.F.H..H........ |
| 14e60 | 00 00 00 10 74 15 48 8b 43 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 f7 9c 03 | ....t.H.C.L......M..t.A......... |
| 14e80 | 00 48 8b f8 48 8b 03 48 ff c8 48 89 03 48 85 ff 75 45 48 8b 3d cf 20 04 00 be 93 6d 00 00 48 85 | .H..H..H..H..H..uEH.=......m..H. |
| 14ea0 | c0 75 09 48 8b cb ff 15 5c 9b 03 00 4c 8b cf 48 8d 0d 8a f5 08 00 41 b8 ea 00 00 00 8b d6 e8 9d | .u.H....\...L..H......A......... |
| 14ec0 | 69 ff ff 33 ff 8b c7 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 48 85 c0 75 09 48 8b cb ff | i..3...H.\$0H.t$8H..._.H..u.H... |
| 14ee0 | 15 23 9b 03 00 48 8b c7 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 48 8b c3 48 8b 5c 24 30 | .#...H..H.\$0H.t$8H..._.H..H.\$0 |
| 14f00 | 48 8b 74 24 38 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.t$8H..._...................... |
| 14f20 | 48 89 74 24 10 57 48 83 ec 20 49 8b f8 48 8b f2 4c 8b 41 08 48 85 ff 0f 84 ba 00 00 00 49 8b 80 | H.t$.WH...I..H..L.A.H........I.. |
| 14f40 | 90 00 00 00 48 8b 15 45 1e 09 00 48 89 5c 24 30 48 85 c0 74 04 ff d0 eb 06 ff 15 19 9c 03 00 48 | ....H..E...H.\$0H..t...........H |
| 14f60 | 8b d8 48 85 c0 75 0e 48 8b 3d fa 1f 04 00 be 17 6e 00 00 eb 36 4c 8b c7 48 8b d6 48 8b cb ff 15 | ..H..u.H.=......n...6L..H..H.... |
| 14f80 | b4 99 03 00 48 8b 0b 48 ff c9 48 89 0b 85 c0 79 46 48 8b 3d d0 1f 04 00 be 19 6e 00 00 48 85 c9 | ....H..H..H....yFH.=......n..H.. |
| 14fa0 | 75 09 48 8b cb ff 15 5d 9a 03 00 4c 8b cf 48 8d 0d 3b f4 08 00 41 b8 f0 00 00 00 8b d6 e8 9e 68 | u.H....]...L..H..;...A.........h |
| 14fc0 | ff ff 48 8b 5c 24 30 b8 ff ff ff ff 48 8b 74 24 38 48 83 c4 20 5f c3 48 85 c9 75 09 48 8b cb ff | ..H.\$0.....H.t$8H..._.H..u.H... |
| 14fe0 | 15 23 9a 03 00 33 c0 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 48 8b 0d 1a 9d 03 00 48 8d | .#...3.H.\$0H.t$8H..._.H......H. |
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| 15020 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8b f9 48 8b ca | _...............H.\$.WH...H..H.. |
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| 15060 | 48 8b cf 4c 8b 40 70 41 ff 50 08 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 8b 99 03 00 48 8b 5c | H..L.@pA.P.H.+.H..u.H........H.\ |
| 15080 | 24 30 48 8b c7 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | $0H..H..._...................... |
| 150a0 | 40 53 48 83 ec 60 48 8b 41 08 48 8b d9 8b 88 a8 00 00 00 f6 c1 01 74 2e 48 83 b8 88 01 00 00 00 | @SH..`H.A.H...........t.H....... |
| 150c0 | 74 24 0f ba e1 0e 73 0d 48 8b cb ff 15 9f 96 03 00 85 c0 75 11 48 8b cb ff 15 22 97 03 00 85 c0 | t$....s.H..........u.H...."..... |
| 150e0 | 0f 85 3f 01 00 00 4c 8d 44 24 70 4c 89 64 24 40 48 8d 54 24 78 48 8d 8c 24 80 00 00 00 ff 15 85 | ..?...L.D$pL.d$@H.T$xH..$....... |
| 15100 | 97 03 00 48 8b 43 60 45 33 e4 48 ff 03 48 85 c0 74 0b 48 8b 4b 18 ff d0 e9 9f 00 00 00 44 39 63 | ...H.C`E3.H..H..t.H.K........D9c |
| 15120 | 68 0f 84 95 00 00 00 44 39 63 6c 0f 84 81 00 00 00 48 89 6c 24 58 8b 6b 30 48 89 74 24 50 48 89 | h......D9cl......H.l$X.k0H.t$PH. |
| 15140 | 7c 24 48 48 8b 7b 18 4c 89 74 24 38 4c 8b 73 40 4c 89 7c 24 30 4c 8b 7b 38 49 8b 37 48 85 f6 7e | |$HH.{.L.t$8L.s@L.|$0L.{8I.7H..~ |
| 15160 | 38 83 fd 01 75 11 48 8b 0f 48 83 29 01 75 21 ff 15 93 98 03 00 eb 19 44 8d 4d ff 44 89 64 24 20 | 8...u.H..H.).u!........D.M.D.d$. |
| 15180 | 4d 8d 46 08 48 8b cf 49 8d 57 08 e8 70 10 00 00 49 03 3e 48 83 ee 01 75 c8 4c 8b 74 24 38 48 8b | M.F.H..I.W..p...I.>H...u.L.t$8H. |
| 151a0 | 7c 24 48 48 8b 74 24 50 48 8b 6c 24 58 4c 8b 7c 24 30 48 8b 4b 18 ff 15 fc 92 03 00 48 8b 4b 38 | |$HH.t$PH.l$XL.|$0H.K.......H.K8 |
| 151c0 | ff 15 22 98 03 00 4c 8b 44 24 70 48 8b 54 24 78 48 8b 8c 24 80 00 00 00 48 ff 0b ff 15 37 98 03 | .."...L.D$pH.T$xH..$....H....7.. |
| 151e0 | 00 48 8b 4b 50 48 85 c9 74 10 4c 89 63 50 48 83 29 01 75 06 ff 15 0e 98 03 00 48 8b 4b 58 48 85 | .H.KPH..t.L.cPH.).u.......H.KXH. |
| 15200 | c9 74 10 4c 89 63 58 48 83 29 01 75 06 ff 15 f5 97 03 00 48 8b 43 08 48 8b cb ff 90 40 01 00 00 | .t.L.cXH.).u.......H.C.H....@... |
| 15220 | 4c 8b 64 24 40 48 83 c4 60 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | L.d$@H..`[...................... |
| 15240 | 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 f7 81 a8 00 00 00 00 00 10 00 49 8b f8 48 8b f2 75 | H.\$.H.t$.WH.............I..H..u |
| 15260 | 0a 33 d2 ff 91 30 01 00 00 eb 17 48 8b 05 96 9a 03 00 45 33 c0 48 8b 15 3c 26 09 00 ff 90 38 01 | .3...0.....H......E3.H..<&....8. |
| 15280 | 00 00 48 8b d8 48 85 c0 74 56 48 8b 05 e7 29 09 00 4c 8b c7 48 89 43 10 48 8b d6 48 8b 05 a6 98 | ..H..H..tVH...)..L..H.C.H..H.... |
| 152a0 | 03 00 48 8b cb 48 89 43 50 48 8b 05 98 98 03 00 48 ff 00 48 8b 05 8e 98 03 00 48 89 43 58 48 8b | ..H..H.CPH......H..H......H.CXH. |
| 152c0 | 05 83 98 03 00 48 ff 00 e8 03 c4 00 00 85 c0 79 21 48 83 2b 01 75 09 48 8b cb ff 15 28 97 03 00 | .....H.........y!H.+.u.H....(... |
| 152e0 | 33 c0 48 8b 5c 24 30 48 8b 74 24 38 48 83 c4 20 5f c3 48 8b 74 24 38 48 8b c3 48 8b 5c 24 30 48 | 3.H.\$0H.t$8H..._.H.t$8H..H.\$0H |
| 15300 | 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8b fa 48 8b d9 | ..._............H.\$.WH...H..H.. |
| 15320 | 48 85 d2 74 24 48 ff 02 48 8b 49 10 48 83 29 01 75 06 ff 15 d0 96 03 00 48 89 7b 10 33 c0 48 8b | H..t$H..H.I.H.).u.......H.{.3.H. |
| 15340 | 5c 24 30 48 83 c4 20 5f c3 48 8b 05 f8 97 03 00 48 ff 00 48 8b 49 10 48 83 29 01 75 06 ff 15 a5 | \$0H..._.H......H..H.I.H.).u.... |
| 15360 | 96 03 00 48 8b 05 de 97 03 00 48 89 43 10 33 c0 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc | ...H......H.C.3.H.\$0H..._...... |
| 15380 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b 41 10 48 ff 00 48 8b 41 10 c3 cc cc cc cc | ................H.A.H..H.A...... |
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| 153c0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 48 83 ec 20 48 8b 05 6b 97 03 00 48 8b d9 | ................@SH...H..k...H.. |
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| 15400 | 96 03 00 48 8b 05 3e 97 03 00 48 8b 8b c8 00 00 00 48 89 83 c8 00 00 00 48 8b 05 29 97 03 00 48 | ...H..>...H......H......H..)...H |
| 15420 | ff 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 d5 95 03 00 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc | ..H..t.H.).u.......3.H...[...... |
| 15440 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 74 24 10 57 48 83 ec 20 48 | ................H.\$.H.t$.WH...H |
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| 155a0 | 48 ff 00 48 8b 05 9e 95 03 00 48 89 81 c8 00 00 00 48 8b 05 90 95 03 00 48 ff 00 48 8b c1 48 83 | H..H......H......H......H..H..H. |
| 155c0 | c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 | .(..............H.\$.H.l$.H.t$.H |
| 155e0 | 89 7c 24 20 41 56 48 83 ec 20 48 3b 15 57 95 03 00 48 8b fa 48 8b d9 75 2e 48 8b 0d a8 92 03 00 | .|$.AVH...H;.W...H..H..u.H...... |
| 15600 | 48 8d 15 31 e1 08 00 48 8b 09 ff 15 c0 94 03 00 48 8b 2d 51 19 04 00 bf 0c 00 00 00 41 be 7f 9a | H..1...H........H.-Q........A... |
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| 15720 | 8b 46 08 48 8b ce 48 8b 15 13 14 09 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 | .F.H..H......L......M..t.A...... |
| 15740 | 34 94 03 00 48 8b d8 48 85 c0 75 22 48 83 2e 01 8d 78 0e 48 8b 2d 0e 18 04 00 41 be a7 9a 00 00 | 4...H..H..u"H....x.H.-....A..... |
| 15760 | 0f 85 ea 00 00 00 48 8b ce e9 dc 00 00 00 48 83 2e 01 75 09 48 8b ce ff 15 8b 92 03 00 48 3b 3d | ......H.......H...u.H........H;= |
| 15780 | c4 93 03 00 75 22 48 8b 0d 1b 91 03 00 48 8d 15 54 df 08 00 48 8b 09 ff 15 33 93 03 00 41 be ac | ....u"H......H..T...H....3...A.. |
| 157a0 | 9a 00 00 e9 88 00 00 00 48 8b 77 20 33 ff 48 ff 06 48 8b 05 80 92 03 00 48 39 43 08 75 36 48 8b | ........H.w.3.H..H......H9C.u6H. |
| 157c0 | 7b 18 48 85 ff 74 2d 48 8b 6b 10 48 8b cb 48 ff 07 48 8b dd 48 ff 45 00 48 83 29 01 75 06 ff 15 | {.H..t-H.k.H..H..H..H.E.H.).u... |
| 157e0 | 24 92 03 00 4c 8b c6 48 8b d7 48 8b cd e8 9e 93 ff ff eb 0b 48 8b d6 48 8b cb e8 c1 94 ff ff 48 | $...L..H..H.........H..H.......H |
| 15800 | 8b e8 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 f2 91 03 00 48 83 2e 01 75 09 48 8b ce ff | ..H..t.H./.u.H........H...u.H... |
| 15820 | 15 e3 91 03 00 48 85 ed 75 3f 41 be bd 9a 00 00 48 8b 2d 31 17 04 00 bf 0e 00 00 00 48 85 db 74 | .....H..u?A.....H.-1........H..t |
| 15840 | 0f 48 83 2b 01 75 09 48 8b cb ff 15 b8 91 03 00 4c 8b cd 48 8d 0d 5e de 08 00 44 8b c7 41 8b d6 | .H.+.u.H........L..H..^...D..A.. |
| 15860 | e8 fb 5f ff ff 33 c0 eb 29 48 83 2b 01 75 09 48 8b cb ff 15 90 91 03 00 48 83 6d 00 01 75 09 48 | .._..3..)H.+.u.H........H.m..u.H |
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| 158a0 | 40 48 8b 7c 24 48 48 83 c4 20 41 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | @H.|$HH...A^.................... |
| 158c0 | 41 54 41 55 48 83 ec 38 48 89 5c 24 50 45 33 ed 48 89 6c 24 58 41 8b c8 48 89 74 24 60 49 8b e9 | ATAUH..8H.\$PE3.H.l$XA..H.t$`I.. |
| 158e0 | 48 89 7c 24 30 41 8b f0 4c 89 74 24 28 45 8b e5 4c 89 7c 24 20 45 8b f5 4c 8b fa ff 15 cf 92 03 | H.|$0A..L.t$(E..L.|$.E..L....... |
| 15900 | 00 48 8b d8 48 85 c0 75 0d 8d 78 04 bd ba 99 00 00 e9 6e 03 00 00 48 8b 0d 3b 21 09 00 48 8b d3 | .H..H..u..x.......n...H..;!..H.. |
| 15920 | ff 15 02 92 03 00 8b f8 85 c0 78 0a 85 ff 41 8b c5 0f 94 c0 8b f8 85 ff 79 0f bf 04 00 00 00 bd | ..........x...A.........y....... |
| 15940 | bc 99 00 00 e9 a7 02 00 00 48 83 2b 01 75 09 48 8b cb ff 15 b0 90 03 00 85 ff 0f 84 de 01 00 00 | .........H.+.u.H................ |
| 15960 | b9 01 00 00 00 ff 15 f5 8d 03 00 48 8b d8 48 85 c0 75 0d 8d 78 05 bd c8 99 00 00 e9 04 03 00 00 | ...........H..H..u..x........... |
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| 159a0 | 0d b3 14 09 00 e8 f6 90 ff ff 4c 8b f8 48 85 c0 75 0d 8d 78 05 bd cd 99 00 00 e9 31 02 00 00 48 | ..........L..H..u..x.......1...H |
| 159c0 | 83 2b 01 75 09 48 8b cb ff 15 3a 90 03 00 48 8b 15 a3 10 09 00 49 8b cf e8 43 90 ff ff 48 85 c0 | .+.u.H....:...H......I...C...H.. |
| 159e0 | 75 27 49 83 2f 01 8d 78 05 48 8b 35 78 15 04 00 bd d0 99 00 00 0f 85 90 02 00 00 49 8b cf ff 15 | u'I./..x.H.5x..............I.... |
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| 15a20 | 49 8b cf ff 15 df 8f 03 00 8b ce ff 15 9f 91 03 00 48 8b d8 48 85 c0 75 0d 8d 78 06 bd de 99 00 | I................H..H..u..x..... |
| 15a40 | 00 e9 3e 02 00 00 48 8b 0d fb 16 09 00 48 8b d3 ff 15 3a 8f 03 00 48 8b e8 48 85 c0 75 0d 8d 78 | ..>...H......H....:...H..H..u..x |
| 15a60 | 06 bd e0 99 00 00 e9 85 01 00 00 48 83 2b 01 75 09 48 8b cb ff 15 8e 8f 03 00 49 ff 06 49 8b de | ...........H.+.u.H........I..I.. |
| 15a80 | 48 8b 05 b1 8f 03 00 49 8b fd 49 39 46 08 75 32 49 8b 7e 18 48 85 ff 74 29 49 8b 5e 10 48 ff 07 | H......I..I9F.u2I.~.H..t)I.^.H.. |
| 15aa0 | 48 ff 03 49 83 2e 01 75 09 49 8b ce ff 15 56 8f 03 00 4c 8b c5 48 8b d7 48 8b cb e8 d0 90 ff ff | H..I...u.I....V...L..H..H....... |
| 15ac0 | eb 0b 48 8b d5 49 8b ce e8 f3 91 ff ff 48 8b f0 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 | ..H..I.......H..H..t.H./.u.H.... |
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| 15b00 | 00 e9 ea 00 00 00 48 83 2b 01 75 09 48 8b cb ff 15 f3 8e 03 00 45 33 c9 48 8b ce e8 b0 96 ff ff | ......H.+.u.H........E3.H....... |
| 15b20 | 48 83 2e 01 75 09 48 8b ce ff 15 d9 8e 03 00 bf 06 00 00 00 bd f6 99 00 00 e9 46 01 00 00 48 8b | H...u.H...................F...H. |
| 15b40 | 0d 1b 28 09 00 48 8b 15 ac 17 09 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb | ..(..H......H.A.L......M..t.A... |
| 15b60 | 06 ff 15 11 90 03 00 48 8b d8 48 85 c0 75 0d 8d 78 07 bd 08 9a 00 00 e9 08 01 00 00 48 8b 05 b5 | .......H..H..u..x...........H... |
| 15b80 | 8e 03 00 49 8b fd 48 39 43 08 75 35 48 8b 7b 18 48 85 ff 74 2c 48 8b 73 10 48 8b cb 48 ff 07 48 | ...I..H9C.u5H.{.H..t,H.s.H..H..H |
| 15ba0 | 8b de 48 ff 06 48 83 29 01 75 06 ff 15 57 8e 03 00 4d 8b c7 48 8b d7 48 8b ce e8 d1 8f ff ff eb | ..H..H.).u...W...M..H..H........ |
| 15bc0 | 0b 49 8b d7 48 8b cb e8 f4 90 ff ff 48 8b f0 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 25 | .I..H.......H..H..t.H./.u.H....% |
| 15be0 | 8e 03 00 48 85 f6 75 2d 8d 7e 07 bd 16 9a 00 00 48 8b 35 71 13 04 00 48 85 db 0f 84 8b 00 00 00 | ...H..u-.~......H.5q...H........ |
| 15c00 | 48 83 2b 01 0f 85 81 00 00 00 48 8b cb ff 15 f5 8d 03 00 eb 76 48 83 2b 01 75 09 48 8b cb ff 15 | H.+.......H.........vH.+.u.H.... |
| 15c20 | e4 8d 03 00 48 3b 2d 1d 8f 03 00 4c 8b e6 0f 84 90 00 00 00 4c 8b 4d 08 4c 3b 0d 21 8e 03 00 74 | ....H;-....L........L.M.L;.!...t |
| 15c40 | 29 48 8b 0d 60 8c 03 00 4c 8d 05 55 db 08 00 4d 8b 49 18 48 8d 15 2e db 08 00 48 8b 09 ff 15 1d | )H..`...L..U...M.I.H......H..... |
| 15c60 | 8e 03 00 bd 2e 9a 00 00 eb 15 48 8b d5 48 8b ce e8 5b f9 ff ff 48 85 c0 75 3b bd 2f 9a 00 00 bf | ..........H..H...[...H..u;./.... |
| 15c80 | 09 00 00 00 48 8b 35 dd 12 04 00 4c 8b ce 48 8d 0d cb da 08 00 44 8b c7 8b d5 e8 c1 5b ff ff 4d | ....H.5....L..H......D......[..M |
| 15ca0 | 85 f6 74 26 49 83 2e 01 75 20 49 8b ce ff 15 55 8d 03 00 eb 15 48 83 28 01 75 09 48 8b c8 ff 15 | ..t&I...u.I....U.....H.(.u.H.... |
| 15cc0 | 44 8d 03 00 48 ff 06 4c 8b ee 4c 8b 7c 24 20 4c 8b 74 24 28 48 8b 7c 24 30 48 8b 74 24 60 48 8b | D...H..L..L.|$.L.t$(H.|$0H.t$`H. |
| 15ce0 | 6c 24 58 48 8b 5c 24 50 4d 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff 15 0b 8d 03 00 49 8b c5 | l$XH.\$PM..t.I.,$.u.I........I.. |
| 15d00 | 48 83 c4 38 41 5d 41 5c c3 cc cc cc cc cc cc cc 48 89 5c 24 08 55 56 57 41 56 41 57 48 83 ec 60 | H..8A]A\........H.\$.UVWAVAWH..` |
| 15d20 | 48 8b 05 39 57 06 00 48 33 c4 48 89 44 24 58 48 8b 72 10 45 33 f6 4c 89 74 24 50 0f 57 c0 4d 8b | H..9W..H3.H.D$XH.r.E3.L.t$P.W.M. |
| 15d40 | f8 48 8b fa f3 0f 7f 44 24 40 4d 85 c0 0f 84 be 01 00 00 48 8b c6 48 85 f6 74 33 48 83 e8 01 74 | .H.....D$@M........H..H..t3H...t |
| 15d60 | 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 a6 01 00 00 4c 8b 72 28 4c 89 74 24 50 48 8b 42 20 48 89 | "H...t.H.........L.r(L.t$PH.B.H. |
| 15d80 | 44 24 48 48 8b 6a 18 48 89 6c 24 40 eb 05 48 8b 6c 24 40 49 8b cf ff 15 74 8d 03 00 48 8b d8 48 | D$HH.j.H.l$@..H.l$@I....t...H..H |
| 15da0 | 8b c6 48 85 f6 74 0e 48 83 e8 01 74 30 48 83 f8 01 74 4f eb 71 48 8b 15 9c 14 09 00 49 8b cf 4c | ..H..t.H...t0H...tO.qH......I..L |
| 15dc0 | 8b 42 18 ff 15 3f 8a 03 00 48 89 44 24 40 48 8b e8 48 85 c0 0f 84 31 01 00 00 48 ff cb 48 8b 15 | .B...?...H.D$@H..H....1...H..H.. |
| 15de0 | 34 17 09 00 49 8b cf 4c 8b 42 18 ff 15 17 8a 03 00 48 89 44 24 48 48 85 c0 0f 84 bf 00 00 00 48 | 4...I..L.B.......H.D$HH........H |
| 15e00 | ff cb 48 8b 15 6f 14 09 00 49 8b cf 4c 8b 42 18 ff 15 f2 89 03 00 48 89 44 24 50 4c 8b f0 48 85 | ..H..o...I..L.B.......H.D$PL..H. |
| 15e20 | c0 74 4e 48 ff cb 48 85 db 0f 8e 3f 01 00 00 48 8d 05 ba d9 08 00 49 8b cf 48 89 44 24 28 4c 8d | .tNH..H....?...H......I..H.D$(L. |
| 15e40 | 4c 24 40 48 8d 15 16 66 08 00 48 89 74 24 20 e8 5c 96 ff ff 85 c0 79 0a ba 87 99 00 00 e9 2d 01 | L$@H...f..H.t$..\.....y.......-. |
| 15e60 | 00 00 4c 8b 74 24 50 48 8b 6c 24 40 e9 fd 00 00 00 48 8b 0d 30 8a 03 00 48 8d 05 6d ba 08 00 48 | ..L.t$PH.l$@.....H..0...H..m...H |
| 15e80 | c7 44 24 30 02 00 00 00 4c 8d 0d d9 c6 08 00 48 89 44 24 28 4c 8d 05 6d d9 08 00 48 8d 15 86 c6 | .D$0....L......H.D$(L..m...H.... |
| 15ea0 | 08 00 48 c7 44 24 20 03 00 00 00 48 8b 09 ff 15 cc 8b 03 00 ba 83 99 00 00 e9 d1 00 00 00 48 8b | ..H.D$.....H..................H. |
| 15ec0 | 0d e3 89 03 00 48 8d 05 20 ba 08 00 48 c7 44 24 30 01 00 00 00 4c 8d 0d 8c c6 08 00 48 89 44 24 | .....H......H.D$0....L......H.D$ |
| 15ee0 | 28 4c 8d 05 38 d9 08 00 48 8d 15 39 c6 08 00 48 c7 44 24 20 03 00 00 00 48 8b 09 ff 15 7f 8b 03 | (L..8...H..9...H.D$.....H....... |
| 15f00 | 00 ba 7d 99 00 00 e9 84 00 00 00 48 8b 77 10 eb 06 48 83 fe 03 74 46 48 8b 0d 8a 89 03 00 48 8d | ..}........H.w...H...tFH......H. |
| 15f20 | 05 c7 b9 08 00 48 89 74 24 30 4c 8d 0d 37 c6 08 00 48 89 44 24 28 4c 8d 05 9b d8 08 00 48 8d 15 | .....H.t$0L..7...H.D$(L......H.. |
| 15f40 | e4 c5 08 00 48 c7 44 24 20 03 00 00 00 48 8b 09 ff 15 2a 8b 03 00 ba 96 99 00 00 eb 32 48 8b 42 | ....H.D$.....H....*.........2H.B |
| 15f60 | 20 48 8b 6a 18 4c 8b 72 28 48 89 44 24 48 48 8b 4c 24 48 e8 88 2f ff ff 8b d8 83 f8 ff 75 2d ff | .H.j.L.r(H.D$HH.L$H../.......u-. |
| 15f80 | 15 a3 8c 03 00 48 85 c0 74 22 ba 91 99 00 00 4c 8b 0d d2 0f 04 00 48 8d 0d 13 d8 08 00 41 b8 01 | .....H..t".....L......H......A.. |
| 15fa0 | 00 00 00 e8 b8 58 ff ff 33 c0 eb 0e 4d 8b ce 44 8b c3 48 8b d5 e8 06 f9 ff ff 48 8b 4c 24 58 48 | .....X..3...M..D..H.......H.L$XH |
| 15fc0 | 33 cc e8 09 19 ff ff 48 8b 9c 24 90 00 00 00 48 83 c4 60 41 5f 41 5e 5f 5e 5d c3 cc cc cc cc cc | 3......H..$....H..`A_A^_^]...... |
| 15fe0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 56 57 48 83 ec 40 48 8b 3a 48 8b d9 49 8b | ................@SVWH..@H.:H..I. |
| 16000 | 30 48 85 ff 0f 8e b3 00 00 00 48 89 6c 24 60 4c 89 74 24 38 41 83 f9 01 75 2f 48 8b ac 24 88 00 | 0H........H.l$`L.t$8A...u/H..$.. |
| 16020 | 00 00 4c 8b b4 24 80 00 00 00 66 0f 1f 44 00 00 4d 8b c6 48 8b d5 48 8b cb e8 6f 7f 03 00 48 03 | ..L..$....f..D..M..H..H...o...H. |
| 16040 | de 48 83 ef 01 75 e9 eb 6a 4c 89 64 24 68 41 8d 69 ff 4c 8b a4 24 88 00 00 00 4d 8d 70 08 4c 89 | .H...u..jL.d$hA.i.L..$....M.p.L. |
| 16060 | 6c 24 70 4c 8b ac 24 80 00 00 00 4c 89 7c 24 30 4c 8d 7a 08 0f 1f 40 00 0f 1f 84 00 00 00 00 00 | l$pL..$....L.|$0L.z...@......... |
| 16080 | 4c 89 64 24 28 44 8b cd 4d 8b c6 4c 89 6c 24 20 49 8b d7 48 8b cb e8 55 ff ff ff 48 03 de 48 83 | L.d$(D..M..L.l$.I..H...U...H..H. |
| 160a0 | ef 01 75 dc 4c 8b 7c 24 30 4c 8b 6c 24 70 4c 8b 64 24 68 48 8b 6c 24 60 4c 8b 74 24 38 48 83 c4 | ..u.L.|$0L.l$pL.d$hH.l$`L.t$8H.. |
| 160c0 | 40 5f 5e 5b c3 cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 18 55 56 57 41 56 41 57 48 83 ec 30 | @_^[............H.\$.UVWAVAWH..0 |
| 160e0 | 44 8b bc 24 80 00 00 00 8b fa 4c 89 64 24 60 4d 8b e1 4c 89 6c 24 68 4d 8b e8 48 8b f1 45 85 ff | D..$......L.d$`M..L.l$hM..H..E.. |
| 16100 | 74 5b 48 8b 59 08 ff 15 84 87 03 00 48 8b 6e 10 44 8b f0 48 85 ed 7e 3c 83 ff 01 75 11 48 8b 0b | t[H.Y.......H.n.D..H..~<...u.H.. |
| 16120 | 48 83 29 01 75 24 ff 15 dc 88 03 00 eb 1c 44 8d 4f ff c7 44 24 20 00 00 00 00 4c 8d 46 58 48 8b | H.).u$........D.O..D$.....L.FXH. |
| 16140 | cb 48 8d 56 18 e8 b6 00 00 00 48 03 5e 50 48 83 ed 01 75 c4 41 8b ce ff 15 f3 89 03 00 48 8b 4e | .H.V......H.^PH...u.A........H.N |
| 16160 | 08 48 8d 6e 50 4c 8d 76 10 4c 89 64 24 28 4c 8b c5 4c 89 6c 24 20 49 8b d6 44 8b cf e8 6f fe ff | .H.nPL.v.L.d$(L..L.l$.I..D...o.. |
| 16180 | ff 4c 8b 6c 24 68 4c 8b 64 24 60 45 85 ff 74 51 48 8b 5e 08 ff 15 f6 86 03 00 49 8b 36 44 8b f8 | .L.l$hL.d$`E..tQH.^.......I.6D.. |
| 161a0 | 48 85 f6 7e 33 83 ff 01 75 08 48 8b 0b 48 ff 01 eb 1c 44 8d 4f ff c7 44 24 20 01 00 00 00 4c 8d | H..~3...u.H..H....D.O..D$.....L. |
| 161c0 | 45 08 48 8b cb 49 8d 56 08 e8 32 00 00 00 48 03 5d 00 48 83 ee 01 75 cd 41 8b cf ff 15 6f 89 03 | E.H..I.V..2...H.].H...u.A....o.. |
| 161e0 | 00 48 8b 5c 24 70 48 83 c4 30 41 5f 41 5e 5f 5e 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .H.\$pH..0A_A^_^]............... |
| 16200 | 48 89 5c 24 10 48 89 6c 24 18 56 57 41 57 48 83 ec 30 48 8b 3a 41 8b f1 49 8b e8 4c 8b fa 48 8b | H.\$.H.l$.VWAWH..0H.:A..I..L..H. |
| 16220 | d9 48 85 ff 7e 52 4c 89 74 24 50 44 8b 74 24 70 83 fe 01 75 1b 48 8b 0b 45 85 f6 74 05 48 ff 01 | .H..~RL.t$PD.t$p...u.H..E..t.H.. |
| 16240 | eb 27 48 83 29 01 75 21 ff 15 ba 87 03 00 eb 19 44 8d 4e ff 44 89 74 24 20 4c 8d 45 08 48 8b cb | .'H.).u!........D.N.D.t$.L.E.H.. |
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| 16280 | 24 60 48 83 c4 30 41 5f 5f 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | $`H..0A__^...................... |
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| 162e0 | 8b ce 8b d8 e8 17 ff ff ff 8b cb 48 8b 5c 24 40 48 8b 6c 24 48 48 8b 74 24 50 48 8b 7c 24 58 48 | ...........H.\$@H.l$HH.t$PH.|$XH |
| 16300 | 83 c4 30 41 5e 48 ff 25 44 88 03 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ..0A^H.%D....................... |
| 16320 | 85 d2 74 68 48 89 6c 24 18 48 89 74 24 20 41 56 48 83 ec 30 48 89 5c 24 40 41 8b e9 48 8b 59 08 | ..thH.l$.H.t$.AVH..0H.\$@A..H.Y. |
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| 163c0 | c3 48 83 c0 02 48 f7 da 49 03 c1 4c 8d 14 d5 00 00 00 00 48 8d 04 c1 b9 08 00 00 00 49 2b c9 8d | .H...H..I..L.......H........I+.. |
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| 16420 | ea 01 75 dc 49 63 d0 45 85 c0 7e 26 48 8d 4f 50 48 c7 41 c0 01 00 00 00 48 8d 49 08 48 8b 47 50 | ..u.Ic.E..~&H.OPH.A.....H.I.H.GP |
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| 16460 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 55 53 56 57 41 54 41 55 41 56 41 57 48 8d ac | ................@USVWATAUAVAWH.. |
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| 164a0 | 48 8b da 41 8b d0 48 89 4c 24 48 41 8b f9 48 c7 44 24 60 00 00 00 00 41 8b f0 4c 8b e9 48 8b 40 | H..A..H.L$HA..H.D$`....A..L..H.@ |
| 164c0 | 60 48 89 44 24 58 e8 75 14 00 00 45 33 ff 88 44 24 40 44 89 7c 24 50 3b f7 7d 0a 44 8b c7 8b d6 | `H.D$X.u...E3..D$@D.|$P;.}.D.... |
| 164e0 | 49 8b cd eb 0a 7e 0d 44 8b c6 8b d7 48 8b cb e8 ac fe ff ff 3b fe 0f 4e fe 45 33 f6 4c 63 e7 85 | I....~.D....H.......;..N.E3.Lc.. |
| 16500 | ff 0f 8e 7f 00 00 00 48 8d 73 10 4c 2b eb 66 90 4e 8b 04 2e 48 8b 16 4c 3b c2 74 27 49 83 f8 01 | .......H.s.L+.f.N...H..L;.t'I... |
| 16520 | 75 10 44 89 44 24 50 4a c7 44 2e 40 00 00 00 00 eb 11 41 8b ce e8 a6 0c 00 00 83 f8 ff 0f 84 ea | u.D.D$PJ.D.@......A............. |
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| 16580 | 50 4c 8b 6c 24 48 4d 8b 4d 08 4d 8b c1 85 ff 7e 48 45 33 db 49 8d 55 10 0f 1f 84 00 00 00 00 00 | PL.l$HM.M.M....~HE3.I.U......... |
| 165a0 | 48 8b 0a 4c 8b 52 40 48 85 c9 0f 84 9d 01 00 00 48 ff c9 49 0f af ca 4d 85 d2 4a 8d 04 09 49 0f | H..L.R@H........H..I...M..J...I. |
| 165c0 | 4e c1 4c 8b c8 4a 8d 04 01 4c 0f 4e c0 49 ff c3 48 83 c2 08 4d 3b dc 7c c7 4c 8b 74 24 58 4d 03 | N.L..J...L.N.I..H...M;.|.L.t$XM. |
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| 16620 | 4e c2 4c 8b d0 4a 8d 04 09 4c 0f 4e c8 48 ff c6 48 83 c2 08 49 3b f4 7c c7 48 8b 44 24 58 49 03 | N.L..J...L.N.H..H...I;.|.H.D$XI. |
| 16640 | c2 4c 3b c0 0f 83 d6 01 00 00 4d 3b ce 0f 83 cd 01 00 00 41 0f 10 45 00 0f b6 74 24 40 48 8d 4c | .L;.......M;.......A..E...t$@H.L |
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| 16780 | 24 60 48 85 c0 75 10 be 1b 05 00 00 41 be 3e 96 00 00 e9 19 05 00 00 48 8d 45 40 0f 10 00 49 8d | $`H..u......A.>........H.E@...I. |
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| 167e0 | 0f 11 45 60 0f 10 80 80 00 00 00 0f 11 49 f0 0f 10 88 90 00 00 00 0f 11 01 0f 10 80 a0 00 00 00 | ..E`.........I.................. |
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| 16880 | 41 0f 10 85 80 00 00 00 0f 11 49 f0 41 0f 10 8d 90 00 00 00 0f 11 01 41 0f 10 85 a0 00 00 00 0f | A.........I.A..........A........ |
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| 168e0 | 48 63 c1 48 83 7c c5 f8 00 0f 8d 26 01 00 00 48 39 54 c5 b8 0f 85 1b 01 00 00 48 0f af 54 c4 78 | Hc.H.|.....&...H9T........H..T.x |
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| 16920 | 0f 11 49 10 0f 10 4b 30 0f 11 41 20 0f 10 43 40 0f 11 49 30 0f 10 4b 50 0f 11 41 40 0f 10 43 60 | ..I...K0..A...C@..I0..KP..A@..C` |
| 16940 | 0f 11 49 50 0f 10 4b 70 0f 11 41 60 48 8d 89 80 00 00 00 0f 10 83 80 00 00 00 0f 11 49 f0 0f 10 | ..IP..Kp..A`H...............I... |
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| 169a0 | 48 63 c1 48 83 7c c5 f8 00 0f 8d ac 02 00 00 48 39 54 c5 b8 0f 85 a1 02 00 00 48 0f af 54 c4 78 | Hc.H.|.........H9T........H..T.x |
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| 169e0 | ac 7e 03 00 48 8b 73 10 44 8b f8 48 85 f6 0f 8e c1 01 00 00 49 83 fc 01 0f 85 8e 01 00 00 48 8b | .~..H.s.D..H........I.........H. |
| 16a00 | 0f 4c 29 21 0f 85 9d 01 00 00 ff 15 f8 7f 03 00 e9 92 01 00 00 48 8b 44 24 48 48 8d 4c 24 70 48 | .L)!.................H.D$HH.L$pH |
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| 16a60 | e0 0f 10 80 80 00 00 00 0f 11 49 f0 0f 10 88 90 00 00 00 0f 11 01 0f 10 80 a0 00 00 00 0f 11 49 | ..........I....................I |
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| 16ac0 | 39 54 c5 c0 0f 85 91 01 00 00 48 0f af 54 c5 80 ff c1 3b cf 7c da 0f 10 03 48 8d 4c 24 70 0f 10 | 9T........H..T....;.|....H.L$p.. |
| 16ae0 | 4b 10 0f 11 01 0f 10 43 20 0f 11 49 10 0f 10 4b 30 0f 11 41 20 0f 10 43 40 0f 11 49 30 0f 10 4b | K......C...I...K0..A...C@..I0..K |
| 16b00 | 50 0f 11 41 40 0f 10 43 60 0f 11 49 50 0f 10 4b 70 0f 11 41 60 48 8d 89 80 00 00 00 0f 10 83 80 | P..A@..C`..IP..Kp..A`H.......... |
| 16b20 | 00 00 00 0f 11 49 f0 0f 10 8b 90 00 00 00 0f 11 01 0f 10 83 a0 00 00 00 0f 11 49 10 0f 10 8b b0 | .....I....................I..... |
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| 16ba0 | 8b cf e8 59 f6 ff ff 48 03 7b 50 48 83 ee 01 0f 85 3f fe ff ff 41 8b cf ff 15 92 7f 03 00 48 8b | ...Y...H.{PH.....?...A........H. |
| 16bc0 | 54 24 48 48 8b 02 48 8d 4a 10 4a 8d 0c e1 4c 8b 40 60 48 8d 42 10 48 3b c1 73 12 0f 1f 44 00 00 | T$HH..H.J.J...L.@`H.B.H;.s...D.. |
| 16be0 | 4c 0f af 00 48 83 c0 08 48 3b c1 72 f3 48 8b 52 08 48 8b 4b 08 e8 b3 73 03 00 45 85 f6 0f 84 dd | L...H...H;.r.H.R.H.K...s..E..... |
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| 16c60 | 33 c9 40 80 fe 46 0f 94 c1 75 11 8b d7 48 8b cb e8 cb 0c 00 00 33 c9 3c 46 0f 94 c1 85 c9 74 66 | 3.@..F...u...H.......3.<F.....tf |
| 16c80 | 49 8b cd e8 f8 19 00 00 85 c0 75 0d be 31 05 00 00 41 be f6 96 00 00 eb 17 48 8b cb e8 df 19 00 | I.........u..1...A.......H...... |
| 16ca0 | 00 85 c0 75 41 be 32 05 00 00 41 be ff 96 00 00 48 8b 3d b1 02 04 00 ff 15 d3 7b 03 00 4c 8b cf | ...uA.2...A.....H.=.......{..L.. |
| 16cc0 | 48 8d 0d 71 cb 08 00 44 8b c6 41 8b d6 8b d8 e8 8c 4b ff ff 8b cb ff 15 74 7e 03 00 b8 ff ff ff | H..q...D..A......K......t~...... |
| 16ce0 | ff e9 07 01 00 00 44 8b ad 90 01 00 00 45 85 ed 74 5b 48 8b 73 08 ff 15 94 7b 03 00 4c 8b 73 10 | ......D......E..t[H.s....{..L.s. |
| 16d00 | 44 8b f8 4d 85 f6 7e 3c 49 83 fc 01 75 10 48 8b 0e 4c 29 21 75 24 ff 15 ec 7c 03 00 eb 1c 44 8d | D..M..~<I...u.H..L)!u$...|....D. |
| 16d20 | 4f ff c7 44 24 20 00 00 00 00 4c 8d 43 58 48 8b ce 48 8d 53 18 e8 c6 f4 ff ff 48 03 73 50 49 83 | O..D$.....L.CXH..H.S......H.sPI. |
| 16d40 | ee 01 75 c4 41 8b cf ff 15 03 7e 03 00 48 8b 4c 24 48 4c 8d 7b 10 4c 8b 44 24 58 4c 8d 73 50 4c | ..u.A.....~..H.L$HL.{.L.D$XL.sPL |
| 16d60 | 89 44 24 38 4d 8b ce 4c 8b 43 08 48 8d 41 10 89 7c 24 30 48 8d 51 50 4c 89 7c 24 28 48 8b 49 08 | .D$8M..L.C.H.A..|$0H.QPL.|$(H.I. |
| 16d80 | 48 89 44 24 20 e8 46 0a 00 00 45 85 ed 74 51 48 8b 5b 08 ff 15 f7 7a 03 00 49 8b 37 44 8b e8 48 | H.D$..F...E..tQH.[....z..I.7D..H |
| 16da0 | 85 f6 7e 33 49 83 fc 01 75 08 48 8b 0b 48 ff 01 eb 1c 44 8d 4f ff c7 44 24 20 01 00 00 00 4d 8d | ..~3I...u.H..H....D.O..D$.....M. |
| 16dc0 | 46 08 48 8b cb 49 8d 57 08 e8 32 f4 ff ff 49 03 1e 48 83 ee 01 75 cd 41 8b cd ff 15 70 7d 03 00 | F.H..I.W..2...I..H...u.A....p}.. |
| 16de0 | 48 8b 4c 24 60 ff 15 cd 76 03 00 33 c0 48 8b 8d 10 01 00 00 48 33 cc e8 d4 0a ff ff 48 81 c4 28 | H.L$`...v..3.H......H3......H..( |
| 16e00 | 02 00 00 41 5f 41 5e 41 5d 41 5c 5f 5e 5b 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ...A_A^A]A\_^[]................. |
| 16e20 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 41 56 41 57 48 83 ec 30 48 8b fa 48 8b d9 ff 15 | H.\$.H.l$.H.t$.WAVAWH..0H..H.... |
| 16e40 | 4c 7a 03 00 48 ff 03 44 8b f8 48 85 ff 0f 84 1f 01 00 00 49 c7 c0 ff ff ff ff 66 0f 1f 44 00 00 | Lz..H..D..H........I......f..D.. |
| 16e60 | 49 ff c0 42 80 3c 07 00 75 f6 48 8b 05 a7 7a 03 00 48 8b cf 48 89 44 24 28 e8 92 60 ff ff 4c 8b | I..B.<..u.H...z..H..H.D$(..`..L. |
| 16e80 | f0 48 85 c0 75 10 be ef 04 00 00 41 be c9 94 00 00 e9 f2 00 00 00 48 ff 03 33 f6 48 8b 05 96 7b | .H..u......A..........H..3.H...{ |
| 16ea0 | 03 00 48 8b fb 48 39 43 08 75 32 48 8b 73 18 48 85 f6 74 29 48 8b 7b 10 48 ff 06 48 ff 07 48 83 | ..H..H9C.u2H.s.H..t)H.{.H..H..H. |
| 16ec0 | 2b 01 75 09 48 8b cb ff 15 3b 7b 03 00 4d 8b c6 48 8b d6 48 8b cf e8 b5 7c ff ff eb 0b 49 8b d6 | +.u.H....;{..M..H..H....|....I.. |
| 16ee0 | 48 8b cb e8 d8 7d ff ff 48 8b e8 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 09 7b 03 00 49 | H....}..H..H..t.H...u.H.....{..I |
| 16f00 | 83 2e 01 75 09 49 8b ce ff 15 fa 7a 03 00 48 85 ed 75 28 48 8b 2d 4e 00 04 00 be ef 04 00 00 41 | ...u.I.....z..H..u(H.-N........A |
| 16f20 | be d9 94 00 00 48 85 ff 74 65 48 83 2f 01 75 5f 48 8b cf ff 15 cf 7a 03 00 eb 54 48 83 2f 01 75 | .....H..teH./.u_H.....z...TH./.u |
| 16f40 | 09 48 8b cf ff 15 be 7a 03 00 45 33 c9 48 8b cd e8 7b 82 ff ff 48 83 6d 00 01 75 09 48 8b cd ff | .H.....z..E3.H...{...H.m..u.H... |
| 16f60 | 15 a3 7a 03 00 be ef 04 00 00 41 be de 94 00 00 eb 16 45 33 c9 48 8b cb e8 53 82 ff ff be f1 04 | ..z.......A.......E3.H...S...... |
| 16f80 | 00 00 41 be f2 94 00 00 48 8b 2d d9 ff 03 00 4c 8b cd 48 8d 0d ef c8 08 00 44 8b c6 41 8b d6 e8 | ..A.....H.-....L..H......D..A... |
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| 16fc0 | 50 b8 ff ff ff ff 48 8b 6c 24 58 48 8b 74 24 60 48 83 c4 30 41 5f 41 5e 5f c3 cc cc cc cc cc cc | P.....H.l$XH.t$`H..0A_A^_....... |
| 16fe0 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 41 56 41 57 48 83 ec 30 41 8b e8 48 8b da 48 8b | H.\$.H.l$.H.t$.WAVAWH..0A..H..H. |
| 17000 | f9 ff 15 89 78 03 00 48 ff 07 49 c7 c0 ff ff ff ff 44 8b f8 49 ff c0 42 80 3c 03 00 75 f6 48 8b | ....x..H..I......D..I..B.<..u.H. |
| 17020 | 05 f3 78 03 00 48 8b cb 48 89 44 24 28 e8 de 5e ff ff 48 8b f0 48 85 c0 75 0b 41 be 6a 94 00 00 | ..x..H..H.D$(..^..H..H..u.A.j... |
| 17040 | e9 3f 01 00 00 8b cd ff 15 83 7b 03 00 48 8b d8 48 85 c0 75 08 41 be 6c 94 00 00 eb 1a 48 8b d3 | .?........{..H..H..u.A.l.....H.. |
| 17060 | 48 8b ce ff 15 27 79 03 00 4c 8b f0 48 85 c0 75 25 41 be 6e 94 00 00 48 83 2e 01 48 8b 2d e6 fe | H....'y..L..H..u%A.n...H...H.-.. |
| 17080 | 03 00 0f 85 b6 00 00 00 48 8b ce ff 15 77 79 03 00 e9 a8 00 00 00 48 83 2e 01 75 09 48 8b ce ff | ........H....wy.......H...u.H... |
| 170a0 | 15 63 79 03 00 48 83 2b 01 75 09 48 8b cb ff 15 54 79 03 00 48 ff 07 33 f6 48 8b 05 78 79 03 00 | .cy..H.+.u.H....Ty..H..3.H..xy.. |
| 170c0 | 48 8b df 48 39 47 08 75 32 48 8b 77 18 48 85 f6 74 29 48 8b 5f 10 48 ff 06 48 ff 03 48 83 2f 01 | H..H9G.u2H.w.H..t)H._.H..H..H./. |
| 170e0 | 75 09 48 8b cf ff 15 1d 79 03 00 4d 8b c6 48 8b d6 48 8b cb e8 97 7a ff ff eb 0b 49 8b d6 48 8b | u.H.....y..M..H..H....z....I..H. |
| 17100 | cf e8 ba 7b ff ff 48 8b e8 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 eb 78 03 00 49 83 2e | ...{..H..H..t.H...u.H.....x..I.. |
| 17120 | 01 75 09 49 8b ce ff 15 dc 78 03 00 48 85 ed 75 23 48 8b 2d 30 fe 03 00 41 be 80 94 00 00 48 85 | .u.I.....x..H..u#H.-0...A.....H. |
| 17140 | db 74 48 48 83 2b 01 75 42 48 8b cb ff 15 b6 78 03 00 eb 37 48 83 2b 01 75 09 48 8b cb ff 15 a5 | .tHH.+.uBH.....x...7H.+.u.H..... |
| 17160 | 78 03 00 45 33 c9 48 8b cd e8 62 80 ff ff 48 83 6d 00 01 75 09 48 8b cd ff 15 8a 78 03 00 41 be | x..E3.H...b...H.m..u.H.....x..A. |
| 17180 | 85 94 00 00 48 8b 2d dd fd 03 00 4c 8b cd 48 8d 0d 0b c7 08 00 41 b8 ea 04 00 00 41 8b d6 e8 bd | ....H.-....L..H......A.....A.... |
| 171a0 | 46 ff ff 48 83 2f 01 75 09 48 8b cf ff 15 56 78 03 00 41 8b cf ff 15 95 79 03 00 48 8b 5c 24 50 | F..H./.u.H....Vx..A.....y..H.\$P |
| 171c0 | b8 ff ff ff ff 48 8b 6c 24 58 48 8b 74 24 60 48 83 c4 30 41 5f 41 5e 5f c3 cc cc cc cc cc cc cc | .....H.l$XH.t$`H..0A_A^_........ |
| 171e0 | 48 89 5c 24 10 48 89 6c 24 18 48 89 74 24 20 57 41 54 41 56 48 83 ec 20 49 8b f0 48 8b ea 8b d9 | H.\$.H.l$.H.t$.WATAVH...I..H.... |
| 17200 | 33 ff ff 15 88 76 03 00 8b cb 44 8b e0 ff 15 bd 79 03 00 48 8b d8 48 85 c0 75 17 48 8b 2d 46 fd | 3....v....D.....y..H..H..u.H.-F. |
| 17220 | 03 00 bb e6 04 00 00 41 be 11 94 00 00 e9 68 01 00 00 48 8b cd 4c 89 7c 24 40 ff 15 e0 79 03 00 | .......A......h...H..L.|$@...y.. |
| 17240 | 4c 8b f8 48 85 c0 75 08 41 be 13 94 00 00 eb 32 48 8b ce ff 15 c7 79 03 00 48 8b f8 48 85 c0 75 | L..H..u.A......2H.....y..H..H..u |
| 17260 | 08 41 be 15 94 00 00 eb 19 b9 03 00 00 00 ff 15 c4 78 03 00 48 8b f0 48 85 c0 75 42 41 be 17 94 | .A...............x..H..H..uBA... |
| 17280 | 00 00 48 8b 2d df fc 03 00 48 83 2b 01 75 09 48 8b cb ff 15 70 77 03 00 bb e6 04 00 00 4d 85 ff | ..H.-....H.+.u.H....pw.......M.. |
| 172a0 | 0f 84 9e 00 00 00 49 83 2f 01 0f 85 94 00 00 00 49 8b cf ff 15 4f 77 03 00 e9 86 00 00 00 48 89 | ......I./.......I....Ow.......H. |
| 172c0 | 58 18 48 8b d6 4c 89 78 20 48 89 78 28 48 8b 0d 34 f7 08 00 ff 15 b6 76 03 00 48 8b f8 48 85 c0 | X.H..L.x.H.x(H..4......v..H..H.. |
| 172e0 | 75 2a 48 83 2e 01 bb e5 04 00 00 48 8b 2d 76 fc 03 00 41 be 2a 94 00 00 0f 85 97 00 00 00 48 8b | u*H........H.-v...A.*.........H. |
| 17300 | ce ff 15 01 77 03 00 e9 89 00 00 00 48 83 2e 01 75 09 48 8b ce ff 15 ed 76 03 00 48 8b 0d be 0c | ....w.......H...u.H.....v..H.... |
| 17320 | 09 00 48 8b d7 e8 96 79 ff ff 48 8b d8 48 85 c0 75 28 48 8b 2d 2f fc 03 00 bb e5 04 00 00 41 be | ..H....y..H..H..u(H.-/........A. |
| 17340 | 2d 94 00 00 48 85 ff 74 4c 48 83 2f 01 75 46 48 8b cf ff 15 b0 76 03 00 eb 3b 48 83 2f 01 75 09 | -...H..tLH./.uFH.....v...;H./.u. |
| 17360 | 48 8b cf ff 15 9f 76 03 00 45 33 c9 48 8b cb e8 5c 7e ff ff 48 83 2b 01 75 09 48 8b cb ff 15 85 | H.....v..E3.H...\~..H.+.u.H..... |
| 17380 | 76 03 00 48 8b 2d de fb 03 00 bb e5 04 00 00 41 be 32 94 00 00 4c 8b 7c 24 40 4c 8b cd 48 8d 0d | v..H.-.........A.2...L.|$@L..H.. |
| 173a0 | 1c c5 08 00 44 8b c3 41 8b d6 e8 b1 44 ff ff 41 8b cc ff 15 98 77 03 00 48 8b 5c 24 48 b8 ff ff | ....D..A....D..A.....w..H.\$H... |
| 173c0 | ff ff 48 8b 6c 24 50 48 8b 74 24 58 48 83 c4 20 41 5e 41 5c 5f c3 cc cc cc cc cc cc cc cc cc cc | ..H.l$PH.t$XH...A^A\_........... |
| 173e0 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 41 54 41 55 41 56 41 57 48 81 ec 10 01 00 00 48 | H.\$.H.l$.H.t$.WATAUAVAWH......H |
| 17400 | 8b 01 4c 8d 51 10 49 63 e9 45 0f b6 e0 4c 8b f2 48 8b f1 48 8b dd 4c 8b 68 60 48 8d 41 10 4d 8d | ..L.Q.Ic.E...L..H..H..L.h`H.A.M. |
| 17420 | 14 ea 49 8b fd 49 3b c2 73 13 66 0f 1f 44 00 00 48 0f af 38 48 83 c0 08 49 3b c2 72 f3 48 8b cf | ..I..I;.s.f..D..H..8H...I;.r.H.. |
| 17440 | ff 15 6a 70 03 00 4c 8b f8 48 85 c0 0f 85 8c 00 00 00 48 8b 1d a7 03 09 00 ff 15 31 74 03 00 48 | ..jp..L..H........H........1t..H |
| 17460 | ff 03 45 33 c9 48 8b cb 8b f8 e8 61 7d ff ff 4c 8b 0d f2 fa 03 00 48 8d 0d 0b c4 08 00 ba f2 94 | ..E3.H.....a}..L......H......... |
| 17480 | 00 00 41 b8 f1 04 00 00 e8 d3 43 ff ff 48 83 2b 01 75 09 48 8b cb ff 15 6c 75 03 00 8b cf ff 15 | ..A.......C..H.+.u.H....lu...... |
| 174a0 | ac 76 03 00 48 8b 1d bd fa 03 00 ff 15 df 73 03 00 4c 8b cb 48 8d 0d 25 c4 08 00 ba 39 93 00 00 | .v..H.........s..L..H..%....9... |
| 174c0 | 41 b8 c8 04 00 00 8b f8 e8 93 43 ff ff 8b cf ff 15 7b 76 03 00 33 d2 8b c2 e9 97 01 00 00 4d 89 | A.........C......{v..3........M. |
| 174e0 | 7e 08 48 8b 06 49 89 06 85 ed 7e 30 4c 8b c6 49 8d 4e 10 4d 2b c6 48 8b d3 0f 1f 80 00 00 00 00 | ~.H..I....~0L..I.N.M+.H......... |
| 17500 | 49 8b 04 08 48 89 01 48 c7 81 80 00 00 00 ff ff ff ff 48 8d 49 08 48 83 ea 01 75 e4 33 d2 4d 8d | I...H..H..........H.I.H...u.3.M. |
| 17520 | 56 10 49 8b cd 41 80 fc 46 75 29 85 ed 7e 75 49 8b c2 4c 8b c3 66 66 66 0f 1f 84 00 00 00 00 00 | V.I..A..Fu)..~uI..L..fff........ |
| 17540 | 48 89 48 40 48 0f af 08 48 8d 40 08 49 83 e8 01 75 ee eb 2e 44 8d 4d ff 41 83 f9 ff 7e 24 49 63 | H.H@H...H.@.I...u...D.M.A...~$Ic |
| 17560 | c1 41 ff c1 4d 8d 04 c2 0f 1f 84 00 00 00 00 00 49 89 48 40 49 0f af 08 4d 8d 40 f8 49 83 e9 01 | .A..M...........I.H@I...M.@.I... |
| 17580 | 75 ee 85 ed 7e 1e 49 8d 46 50 66 0f 1f 44 00 00 48 83 78 c0 01 75 03 48 89 10 48 83 c0 08 48 83 | u...~.I.FPf..D..H.x..u.H..H...H. |
| 175a0 | eb 01 75 ec 48 8d 4c 24 40 48 8d 89 80 00 00 00 0f 10 06 0f 10 4e 10 0f 11 41 80 0f 10 46 20 0f | ..u.H.L$@H...........N...A...F.. |
| 175c0 | 11 49 90 0f 10 4e 30 0f 11 41 a0 0f 10 46 40 0f 11 49 b0 0f 10 4e 50 0f 11 41 c0 0f 10 46 60 0f | .I...N0..A...F@..I...NP..A...F`. |
| 175e0 | 11 49 d0 0f 10 8e 80 00 00 00 0f 11 41 e0 0f 10 46 70 0f 11 41 f0 0f 10 86 90 00 00 00 0f 11 09 | .I..........A...Fp..A........... |
| 17600 | 0f 10 8e a0 00 00 00 0f 11 41 10 0f 10 86 b0 00 00 00 0f 11 49 20 0f 10 8e c0 00 00 00 0f 11 41 | .........A..........I..........A |
| 17620 | 30 0f 11 49 40 48 8b 44 24 40 4c 8b 40 60 85 ed 7e 31 8b c2 8d 4d ff 2b ca 41 80 fc 46 0f 45 c1 | 0..I@H.D$@L.@`..~1...M.+.A..F.E. |
| 17640 | 48 98 48 83 bc c4 d0 00 00 00 00 7d 49 4c 39 84 c4 90 00 00 00 75 3f 4c 0f af 44 c4 50 ff c2 3b | H.H........}IL9......u?L..D.P..; |
| 17660 | d5 7c cf 48 8b 56 08 4c 8b c7 49 8b cf e8 3b 69 03 00 49 8b c7 4c 8d 9c 24 10 01 00 00 49 8b 5b | .|.H.V.L..I...;i..I..L..$....I.[ |
| 17680 | 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 4d 8b 46 08 48 8d 46 10 48 8b | 0I.k8I.s@I..A_A^A]A\_.M.F.H.F.H. |
| 176a0 | 4e 08 48 8d 56 50 4c 89 6c 24 38 4d 8d 4e 50 89 6c 24 30 4c 89 54 24 28 48 89 44 24 20 e8 0e 01 | N.H.VPL.l$8M.NP.l$0L.T$(H.D$.... |
| 176c0 | 00 00 eb ae cc cc cc cc cc cc cc cc cc cc cc cc 80 7c 24 28 46 4c 8b d2 75 2c 49 63 c1 45 85 c9 | .................|$(FL..u,Ic.E.. |
| 176e0 | 7e 50 4c 2b d1 66 66 66 0f 1f 84 00 00 00 00 00 4d 89 04 0a 4c 0f af 01 48 8d 49 08 48 83 e8 01 | ~PL+.fff........M...L...H.I.H... |
| 17700 | 75 ee 49 8b c0 c3 41 ff c9 41 83 f9 ff 7e 23 49 63 c1 4c 2b d1 48 8d 14 c1 41 8d 49 01 0f 1f 00 | u.I...A..A...~#Ic.L+.H...A.I.... |
| 17720 | 4e 89 04 12 4c 0f af 02 48 8d 52 f8 48 83 e9 01 75 ee 49 8b c0 c3 cc cc cc cc cc cc cc cc cc cc | N...L...H.R.H...u.I............. |
| 17740 | 48 8b 01 4c 63 c2 49 83 c0 02 48 8b 40 60 4e 8d 04 c1 48 83 c1 10 49 3b c8 73 12 0f 1f 44 00 00 | H..Lc.I...H.@`N...H...I;.s...D.. |
| 17760 | 48 0f af 01 48 83 c1 08 49 3b c8 72 f3 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H...H...I;.r.................... |
| 17780 | 40 53 48 83 ec 40 48 8b da 48 8d 42 10 4d 8b d9 4c 8d 51 10 4c 89 5c 24 38 4c 8d 4a 50 44 89 44 | @SH..@H..H.B.M..L.Q.L.\$8L.JPD.D |
| 177a0 | 24 30 48 8d 51 50 4c 8b 43 08 48 8b 49 08 48 89 44 24 28 4c 89 54 24 20 e8 13 00 00 00 48 83 c4 | $0H.QPL.C.H.I.H.D$(L.T$......H.. |
| 177c0 | 40 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 10 48 89 6c 24 18 56 57 41 54 41 56 | @[..............H.\$.H.l$.VWATAV |
| 177e0 | 41 57 48 83 ec 40 4c 8b a4 24 98 00 00 00 49 8b d8 44 8b b4 24 a0 00 00 00 48 8b f9 48 8b 2a 4d | AWH..@L..$....I..D..$....H..H.*M |
| 17800 | 8b 39 49 8b 34 24 41 83 fe 01 0f 85 7f 00 00 00 4c 8b b4 24 a8 00 00 00 33 c0 48 85 ed 0f 9f c0 | .9I.4$A.........L..$....3.H..... |
| 17820 | 48 85 ed 7e 1f 33 c0 4d 85 ff 0f 9f c0 4d 85 ff 7e 12 33 c0 49 3b ee 0f 94 c0 75 08 33 c0 4d 3b | H..~.3.M.....M..~.3.I;....u.3.M; |
| 17840 | f7 0f 94 c0 85 c0 74 17 49 0f af f6 48 8b d1 48 8b cb 4c 8b c6 e8 53 67 03 00 e9 bf 00 00 00 48 | ......t.I...H..H..L...Sg.......H |
| 17860 | 85 f6 0f 8e b6 00 00 00 0f 1f 84 00 00 00 00 00 4d 8b c6 48 8b d7 48 8b cb e8 2f 67 03 00 48 03 | ................M..H..H.../g..H. |
| 17880 | fd 49 03 df 48 83 ee 01 75 e6 e9 8f 00 00 00 48 85 f6 0f 8e 86 00 00 00 4c 89 6c 24 70 49 8d 41 | .I..H...u......H........L.l$pI.A |
| 178a0 | 08 4c 8b ac 24 90 00 00 00 48 8d 4a 08 41 ff ce 48 89 84 24 98 00 00 00 49 83 c4 08 48 89 8c 24 | .L..$....H.J.A..H..$....I...H..$ |
| 178c0 | 90 00 00 00 49 83 c5 08 0f 1f 84 00 00 00 00 00 48 8b 94 24 a8 00 00 00 4c 8b c8 48 89 54 24 38 | ....I...........H..$....L..H.T$8 |
| 178e0 | 4c 8b c3 44 89 74 24 30 48 8b d1 4c 89 64 24 28 48 8b cf 4c 89 6c 24 20 e8 d3 fe ff ff 48 8b 84 | L..D.t$0H..L.d$(H..L.l$......H.. |
| 17900 | 24 98 00 00 00 48 03 fd 48 8b 8c 24 90 00 00 00 49 03 df 48 83 ee 01 75 b7 4c 8b 6c 24 70 48 8b | $....H..H..$....I..H...u.L.l$pH. |
| 17920 | 5c 24 78 48 8b ac 24 80 00 00 00 48 83 c4 40 41 5f 41 5e 41 5c 5f 5e c3 cc cc cc cc cc cc cc cc | \$xH..$....H..@A_A^A\_^......... |
| 17940 | 48 89 5c 24 08 48 89 7c 24 10 45 33 d2 48 63 da 4c 8b d9 41 8b fa 8d 43 ff 83 f8 ff 7e 2d 4c 63 | H.\$.H.|$.E3.Hc.L..A...C....~-Lc |
| 17960 | c8 49 83 c1 02 4e 8d 0c c9 0f 1f 80 00 00 00 00 49 83 39 01 7f 0d ff c8 49 83 e9 08 83 f8 ff 7f | .I...N..........I.9.....I....... |
| 17980 | ef eb 08 48 63 c8 49 8b 7c cb 50 41 8b d2 85 db 7e 2c 49 8b ca 49 8d 43 10 0f 1f 80 00 00 00 00 | ...Hc.I.|.PA....~,I..I.C........ |
| 179a0 | 48 83 38 01 7f 10 ff c2 48 ff c1 48 83 c0 08 48 3b cb 7c ec eb 08 48 63 ca 4d 8b 54 cb 50 48 8b | H.8.....H..H...H;.|...Hc.M.T.PH. |
| 179c0 | 5c 24 08 49 8b c2 48 99 4c 8b c0 48 8b c7 48 8b 7c 24 10 4c 33 c2 4c 2b c2 48 99 48 8b c8 b8 43 | \$.I..H.L..H..H.|$.L3.L+.H.H...C |
| 179e0 | 00 00 00 48 33 ca 48 2b ca ba 46 00 00 00 49 3b c8 0f 4f c2 c3 cc cc cc cc cc cc cc cc cc cc cc | ...H3.H+..F...I;..O............. |
| 17a00 | 66 90 48 8b c1 48 99 48 33 c2 48 2b c2 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | f.H..H.H3.H+.................... |
| 17a20 | 48 81 ec 08 01 00 00 48 8b 41 08 4c 8b 0d 36 09 09 00 49 3b c1 74 67 4c 8b 98 58 01 00 00 4d 85 | H......H.A.L..6...I;.tgL..X...M. |
| 17a40 | db 74 2d 4d 8b 53 10 45 33 c0 4d 85 d2 7e 47 49 8d 43 18 4c 39 08 74 46 49 ff c0 48 83 c0 08 4d | .t-M.S.E3.M..~GI.C.L9.tFI..H...M |
| 17a60 | 3b c2 7c ef 45 33 c0 45 33 c9 eb 40 0f 1f 40 00 48 8b 80 00 01 00 00 49 3b c1 74 11 48 85 c0 75 | ;.|.E3.E3..@..@.H......I;.t.H..u |
| 17a80 | ef 4c 3b 0d 80 72 03 00 0f 94 c0 eb 05 b8 01 00 00 00 85 c0 75 08 45 33 c0 45 33 c9 eb 0e 4c 8b | .L;..r..............u.E3.E3...L. |
| 17aa0 | 81 80 01 00 00 4c 8b 89 88 01 00 00 0f 10 02 48 8d 44 24 30 0f 10 4a 10 0f 11 00 0f 10 42 20 0f | .....L.........H.D$0..J......B.. |
| 17ac0 | 11 48 10 0f 10 4a 30 0f 11 40 20 0f 10 42 40 0f 11 48 30 0f 10 4a 50 0f 11 40 40 0f 10 42 60 0f | .H...J0..@...B@..H0..JP..@@..B`. |
| 17ae0 | 11 48 50 0f 10 8a 80 00 00 00 0f 11 40 60 48 8d 80 80 00 00 00 0f 10 42 70 0f 11 40 f0 0f 10 82 | .HP.........@`H........Bp..@.... |
| 17b00 | 90 00 00 00 0f 11 08 0f 10 8a a0 00 00 00 0f 11 40 10 0f 10 82 b0 00 00 00 0f 11 48 20 0f 10 8a | ................@..........H.... |
| 17b20 | c0 00 00 00 8b 51 6c 0f 11 40 30 0f 11 48 40 8b 81 9c 00 00 00 48 8d 4c 24 30 89 44 24 20 e8 2d | .....Ql..@0..H@......H.L$0.D$..- |
| 17b40 | 03 00 00 48 85 c0 75 20 4c 8b 0d 19 f4 03 00 48 8d 0d b2 bd 08 00 ba 0e 90 00 00 41 b8 4d 04 00 | ...H..u.L......H...........A.M.. |
| 17b60 | 00 e8 fa 3c ff ff 33 c0 48 81 c4 08 01 00 00 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ...<..3.H....................... |
| 17b80 | 48 81 ec 08 01 00 00 48 8b 05 d2 38 06 00 48 33 c4 48 89 84 24 f0 00 00 00 48 8b 41 48 4c 8b d9 | H......H...8..H3.H..$....H.AHL.. |
| 17ba0 | 4c 8b 41 78 4c 8b 89 80 00 00 00 4c 8b 91 88 00 00 00 48 89 4c 24 20 48 63 49 6c 48 89 44 24 28 | L.AxL......L......H.L$.HcIlH.D$( |
| 17bc0 | 85 c9 0f 8e 7e 00 00 00 4d 85 d2 74 49 48 8d 54 24 30 4c 2b c2 48 8d 44 24 30 48 8d 54 24 30 4c | ....~...M..tIH.T$0L+.H.D$0H.T$0L |
| 17be0 | 2b ca 48 8d 54 24 30 4c 2b d2 8b d1 0f 1f 40 00 49 8b 0c 00 48 89 08 49 8b 0c 01 48 89 48 40 49 | +.H.T$0L+.....@.I...H..I...H.H@I |
| 17c00 | 8b 0c 02 48 89 88 80 00 00 00 48 8d 40 08 48 83 ea 01 75 dc eb 30 85 c9 7e 2c 33 d2 0f 1f 40 00 | ...H......H.@.H...u..0..~,3...@. |
| 17c20 | 49 8b 04 d0 48 89 44 d4 30 49 8b 04 d1 48 89 44 d4 70 48 c7 84 d4 b0 00 00 00 ff ff ff ff 48 ff | I...H.D.0I...H.D.pH...........H. |
| 17c40 | c2 48 3b d1 7c da 48 8d 54 24 20 49 8b cb e8 cd fd ff ff 48 85 c0 75 20 4c 8b 0d 09 f3 03 00 48 | .H;.|.H.T$.I.......H..u.L......H |
| 17c60 | 8d 0d d2 bc 08 00 ba 90 8f 00 00 41 b8 3c 04 00 00 e8 ea 3b ff ff 33 c0 48 8b 8c 24 f0 00 00 00 | ...........A.<.....;..3.H..$.... |
| 17c80 | 48 33 cc e8 48 fc fe ff 48 81 c4 08 01 00 00 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H3..H...H....................... |
| 17ca0 | 4c 8b 49 78 4c 8b c2 4c 8b 91 80 00 00 00 4c 8b 99 88 00 00 00 48 89 0a 48 8b 41 48 48 89 42 08 | L.IxL..L......L......H..H.AHH.B. |
| 17cc0 | 48 63 51 6c 85 d2 7e 7b 4d 85 db 74 38 4d 2b c8 8b d2 4d 2b d0 49 8d 40 50 4d 2b d8 0f 1f 40 00 | HcQl..~{M..t8M+...M+.I.@PM+...@. |
| 17ce0 | 49 8b 4c 01 b0 48 89 48 c0 49 8b 4c 02 b0 48 89 08 49 8b 4c 03 b0 48 89 48 40 48 8d 40 08 48 83 | I.L..H.H.I.L..H..I.L..H.H@H.@.H. |
| 17d00 | ea 01 75 dc c3 48 85 d2 7e 39 4d 2b c8 49 8d 48 50 4d 2b d0 0f 1f 40 00 0f 1f 84 00 00 00 00 00 | ..u..H..~9M+.I.HPM+...@......... |
| 17d20 | 4a 8b 44 09 b0 48 89 41 c0 4a 8b 44 11 b0 48 89 01 48 c7 41 40 ff ff ff ff 48 8d 49 08 48 83 ea | J.D..H.A.J.D..H..H.A@....H.I.H.. |
| 17d40 | 01 75 dd c3 cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8b 41 08 48 8b | .u..............H.\$.WH...H.A.H. |
| 17d60 | fa 4c 8b 05 00 06 09 00 48 8b d9 49 3b c0 0f 84 8b 00 00 00 4c 8b 88 58 01 00 00 4d 85 c9 74 40 | .L......H..I;.......L..X...M..t@ |
| 17d80 | 49 8b 49 10 33 d2 48 85 c9 7e 5b 49 8d 41 18 90 4c 39 00 74 6a 48 ff c2 48 83 c0 08 48 3b d1 7c | I.I.3.H..~[I.A..L9.tjH..H...H;.| |
| 17da0 | ef 48 8b d7 48 8b cb e8 f4 fe ff ff 48 8b c7 48 8b 5c 24 30 48 83 c4 20 5f c3 66 0f 1f 44 00 00 | .H..H.......H..H.\$0H..._.f..D.. |
| 17dc0 | 48 8b 80 00 01 00 00 49 3b c0 74 11 48 85 c0 75 ef 4c 3b 05 30 6f 03 00 0f 94 c0 eb 05 b8 01 00 | H......I;.t.H..u.L;.0o.......... |
| 17de0 | 00 00 85 c0 75 19 48 8b d7 48 8b cb e8 af fe ff ff 48 8b c7 48 8b 5c 24 30 48 83 c4 20 5f c3 48 | ....u.H..H.......H..H.\$0H..._.H |
| 17e00 | 3b 1d 42 6d 03 00 74 3a 49 8b d0 48 8b cb e8 7d 5b ff ff 85 c0 75 2b 4c 8b 0d 4a f1 03 00 48 8d | ;.Bm..t:I..H...}[....u+L..J...H. |
| 17e20 | 0d 33 bb 08 00 ba ae 8e 00 00 41 b8 20 04 00 00 e8 2b 3a ff ff 33 c0 48 8b 5c 24 30 48 83 c4 20 | .3........A......+:..3.H.\$0H... |
| 17e40 | 5f c3 48 8b 0b 48 89 0b 48 85 c9 75 09 48 8b cb ff 15 b2 6b 03 00 48 8d 83 a8 00 00 00 48 8b 5c | _.H..H..H..u.H.....k..H......H.\ |
| 17e60 | 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | $0H..._.........H.\$.H.l$.H.t$.W |
| 17e80 | 41 54 41 55 41 56 41 57 48 83 ec 20 48 8b 1d b5 6c 03 00 33 f6 45 33 ff 48 63 ea 4d 8b e1 4d 8b | ATAUAVAWH...H...l..3.E3.Hc.M..M. |
| 17ea0 | e8 4c 8b f1 48 39 19 75 08 48 ff 03 e9 a0 03 00 00 39 74 24 70 74 13 48 8b 05 52 6a 03 00 48 ff | .L..H9.u.H.......9t$pt.H..Rj..H. |
| 17ec0 | 00 48 8b 3d 48 6a 03 00 eb 11 48 8b 05 87 6b 03 00 48 ff 00 48 8b 3d 7d 6b 03 00 48 85 ff 75 10 | .H.=Hj....H...k..H..H.=}k..H..u. |
| 17ee0 | bd f5 03 00 00 41 bc 47 8d 00 00 e9 df 03 00 00 b9 03 00 00 00 ff 15 3d 6c 03 00 48 8b d8 48 85 | .....A.G...............=l..H..H. |
| 17f00 | c0 75 10 bd f5 03 00 00 41 bc 49 8d 00 00 e9 8c 03 00 00 48 8b 05 2e 6c 03 00 45 33 c0 48 8b 0d | .u......A.I........H...l..E3.H.. |
| 17f20 | 44 04 09 00 48 8b d3 48 ff 00 48 8b 05 17 6c 03 00 48 89 43 18 48 8b 05 7c fa 08 00 48 ff 00 48 | D...H..H..H...l..H.C.H..|...H..H |
| 17f40 | 89 43 20 48 89 7b 28 e8 34 74 ff ff 48 8b f8 48 85 c0 75 10 bd f5 03 00 00 41 bc 54 8d 00 00 e9 | .C.H.{(.4t..H..H..u......A.T.... |
| 17f60 | 18 03 00 00 48 83 2b 01 75 09 48 8b cb ff 15 95 6a 03 00 41 0f 10 06 48 8d 8f a8 00 00 00 48 8b | ....H.+.u.H.....j..A...H......H. |
| 17f80 | f7 0f 11 01 48 8d 89 80 00 00 00 41 0f 10 4e 10 0f 11 49 90 41 0f 10 46 20 0f 11 41 a0 41 0f 10 | ....H......A..N...I.A..F...A.A.. |
| 17fa0 | 4e 30 0f 11 49 b0 41 0f 10 46 40 0f 11 41 c0 41 0f 10 4e 50 0f 11 49 d0 41 0f 10 46 60 0f 11 41 | N0..I.A..F@..A.A..NP..I.A..F`..A |
| 17fc0 | e0 41 0f 10 46 70 0f 11 41 f0 41 0f 10 8e 80 00 00 00 0f 11 09 41 0f 10 86 90 00 00 00 0f 11 41 | .A..Fp..A.A..........A.........A |
| 17fe0 | 10 41 0f 10 8e a0 00 00 00 0f 11 49 20 41 0f 10 86 b0 00 00 00 0f 11 41 30 41 0f 10 8e c0 00 00 | .A.........I.A.........A0A...... |
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| 18020 | ce 02 00 00 48 8b 53 30 48 8b 4b 40 e8 bf 54 ff ff 85 c0 75 03 48 ff 03 49 8b 0e 48 8b 15 46 ed | ....H.S0H.K@..T....u.H..I..H..F. |
| 18040 | 08 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1b 6b 03 00 48 8b d8 | ..H.A.L......M..t.A.......k..H.. |
| 18060 | 48 85 c0 75 10 bd fa 03 00 00 41 bc 73 8d 00 00 e9 5a 02 00 00 48 8b 8f 78 01 00 00 48 83 29 01 | H..u......A.s....Z...H..x...H.). |
| 18080 | 75 06 ff 15 80 69 03 00 48 89 9f 78 01 00 00 49 8b 06 48 8b 88 a0 00 00 00 48 89 8f a0 00 00 00 | u....i..H..x...I..H......H...... |
| 180a0 | 49 8b 06 0f 10 40 48 0f 10 48 58 0f 10 50 68 0f 10 58 78 0f 10 a0 88 00 00 00 0f 11 47 48 0f 11 | I....@H..HX..Ph..Xx.........GH.. |
| 180c0 | 4f 58 0f 11 57 68 0f 11 5f 78 0f 11 a7 88 00 00 00 49 8b 46 08 48 89 47 48 89 6f 6c 48 8b 05 65 | OX..Wh.._x.......I.F.H.GH.olH..e |
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| 18100 | 00 00 00 4c 8d b7 b8 00 00 00 8b 88 98 00 00 00 48 8d 87 f8 00 00 00 83 e1 01 83 c1 1c 89 8f 98 | ...L............H............... |
| 18120 | 00 00 00 49 8d 88 38 01 00 00 48 03 ce 48 89 87 80 00 00 00 4c 89 77 78 48 8b c2 4c 89 bf 88 00 | ...I..8...H..H......L.wxH..L.... |
| 18140 | 00 00 48 3b d1 73 17 4c 39 38 7d 0b 48 83 c0 08 48 3b c1 72 f2 eb 07 48 89 97 88 00 00 00 48 8b | ..H;.s.L98}.H...H;.r...H......H. |
| 18160 | 47 60 4b 8d 2c 30 48 89 47 58 4c 3b f5 0f 83 a2 00 00 00 49 8b 0e ff 15 a4 6a 03 00 48 85 c0 0f | G`K.,0H.GXL;.......I.....j..H... |
| 18180 | 84 3f 01 00 00 49 8b cf 4c 8b f8 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 6c 68 03 00 48 8b 4e 58 | .?...I..L..H..t.H.).u...lh..H.NX |
| 181a0 | ff 15 7a 6a 03 00 48 8b f8 48 85 c0 0f 84 05 01 00 00 49 8b d7 48 8b c8 ff 15 9a 65 03 00 48 8b | ..zj..H..H........I..H.....e..H. |
| 181c0 | d8 48 85 c0 0f 84 ca 00 00 00 48 83 2f 01 75 09 48 8b cf ff 15 2f 68 03 00 48 8b cb e8 af 05 ff | .H........H./.u.H..../h..H...... |
| 181e0 | ff 48 8b f8 48 83 f8 ff 75 0b ff 15 38 6a 03 00 48 85 c0 75 7c 48 83 2b 01 75 09 48 8b cb ff 15 | .H..H...u...8j..H..u|H.+.u.H.... |
| 18200 | 04 68 03 00 49 83 c6 08 48 89 7e 58 4c 3b f5 0f 82 5e ff ff ff 48 ff 06 48 8b de 4c 89 ae 80 01 | .h..I...H.~XL;...^...H..H..L.... |
| 18220 | 00 00 4c 89 a6 88 01 00 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 cb 67 03 00 4d 85 ff | ..L......H..t.H...u.H.....g..M.. |
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| 18260 | 74 24 60 48 83 c4 20 41 5f 41 5e 41 5d 41 5c 5f c3 bd 14 04 00 00 41 bc 4f 8e 00 00 48 83 2b 01 | t$`H...A_A^A]A\_......A.O...H.+. |
| 18280 | 4c 8b 35 e1 ec 03 00 75 4d 48 8b cb ff 15 76 67 03 00 eb 42 bd 14 04 00 00 41 bc 4c 8e 00 00 4c | L.5....uMH....vg...B.....A.L...L |
| 182a0 | 8b 35 c2 ec 03 00 48 83 2f 01 75 2a 48 8b cf ff 15 53 67 03 00 eb 1f bd 14 04 00 00 41 bc 4a 8e | .5....H./.u*H....Sg.........A.J. |
| 182c0 | 00 00 eb 0b bd 13 04 00 00 41 bc 3e 8e 00 00 4c 8b 35 92 ec 03 00 4d 8b ce 48 8d 0d a0 b6 08 00 | .........A.>...L.5....M..H...... |
| 182e0 | 44 8b c5 41 8b d4 e8 75 35 ff ff 33 db e9 37 ff ff ff 48 8b 43 40 48 8d 0d db 9e 08 00 41 b8 6a | D..A...u5..3..7...H.C@H......A.j |
| 18300 | 8d 00 00 8b 10 e8 36 52 ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ......6R........................ |
| 18320 | 40 53 48 83 ec 20 48 8b 15 d3 ff 08 00 45 33 c0 48 8b 0d 29 ff 08 00 e8 44 70 ff ff 48 8b d8 48 | @SH...H......E3.H..)....Dp..H..H |
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| 18380 | 34 ff ff 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 4..3.H...[...................... |
| 183a0 | 40 53 48 83 ec 20 48 8b 15 53 ff 08 00 45 33 c0 48 8b 0d a9 fe 08 00 e8 c4 6f ff ff 48 8b d8 48 | @SH...H..S...E3.H........o..H..H |
| 183c0 | 85 c0 75 07 ba ef 8c 00 00 eb 1f 45 33 c9 48 8b cb e8 fa 6d ff ff 48 83 2b 01 75 09 48 8b cb ff | ..u........E3.H....m..H.+.u.H... |
| 183e0 | 15 23 66 03 00 ba f3 8c 00 00 4c 8b 0d 77 eb 03 00 48 8d 0d b0 b5 08 00 41 b8 04 00 00 00 e8 5d | .#f.......L..w...H......A......] |
| 18400 | 34 ff ff 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 4..3.H...[...................... |
| 18420 | 40 53 48 83 ec 20 48 8b 15 db f7 08 00 45 33 c0 48 8b 0d 29 fe 08 00 e8 44 6f ff ff 48 8b d8 48 | @SH...H......E3.H..)....Do..H..H |
| 18440 | 85 c0 75 07 ba b7 8c 00 00 eb 1f 45 33 c9 48 8b cb e8 7a 6d ff ff 48 83 2b 01 75 09 48 8b cb ff | ..u........E3.H...zm..H.+.u.H... |
| 18460 | 15 a3 65 03 00 ba bb 8c 00 00 4c 8b 0d f7 ea 03 00 48 8d 0d 68 b5 08 00 41 b8 02 00 00 00 e8 dd | ..e.......L......H..h...A....... |
| 18480 | 33 ff ff 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 3..3.H...[...................... |
| 184a0 | 40 53 48 83 ec 20 48 8b 15 5b f7 08 00 45 33 c0 48 8b 0d a9 fd 08 00 e8 c4 6e ff ff 48 8b d8 48 | @SH...H..[...E3.H........n..H..H |
| 184c0 | 85 c0 75 07 ba b7 8c 00 00 eb 1f 45 33 c9 48 8b cb e8 fa 6c ff ff 48 83 2b 01 75 09 48 8b cb ff | ..u........E3.H....l..H.+.u.H... |
| 184e0 | 15 23 65 03 00 ba bb 8c 00 00 4c 8b 0d 77 ea 03 00 48 8d 0d e8 b4 08 00 41 b8 02 00 00 00 e8 5d | .#e.......L..w...H......A......] |
| 18500 | 33 ff ff 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 3..3.H...[...................... |
| 18520 | 48 8b 81 78 01 00 00 48 ff 00 48 8b 81 78 01 00 00 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..x...H..H..x.................. |
| 18540 | 48 8b 81 78 01 00 00 48 ff 00 48 8b 81 78 01 00 00 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..x...H..H..x.................. |
| 18560 | 48 83 ec 28 48 8b 81 88 01 00 00 4c 8b ca 48 85 c0 74 19 49 8b d0 49 8b c9 ff d0 85 c0 75 4b ba | H..(H......L..H..t.I..I......uK. |
| 18580 | 31 8c 00 00 41 b8 db 03 00 00 eb 15 e8 2f 47 00 00 48 85 c0 75 25 ba 45 8c 00 00 41 b8 dd 03 00 | 1...A......../G..H..u%.E...A.... |
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| 185c0 | 09 48 8b c8 ff 15 3e 64 03 00 48 8b 05 77 65 03 00 48 ff 00 48 83 c4 28 c3 cc cc cc cc cc cc cc | .H....>d..H..we..H..H..(........ |
| 185e0 | 48 83 ec 28 48 8b 81 80 01 00 00 48 85 c0 74 17 48 8b ca ff d0 48 85 c0 75 37 ba db 8b 00 00 41 | H..(H......H..t.H....H..u7.....A |
| 18600 | b8 d5 03 00 00 eb 15 e8 14 4d 00 00 48 85 c0 75 20 ba f3 8b 00 00 41 b8 d7 03 00 00 4c 8b 0d 45 | .........M..H..u......A.....L..E |
| 18620 | e9 03 00 48 8d 0d 2e b4 08 00 e8 31 32 ff ff 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc | ...H.......12..3.H..(........... |
| 18640 | 48 81 c1 a8 00 00 00 41 b8 a9 8b 00 00 e9 1e 4d ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H......A.......M................ |
| 18660 | 48 81 c1 a8 00 00 00 41 b8 a9 8b 00 00 e9 fe 4c ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H......A.......L................ |
| 18680 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 20 48 8b 01 48 8d 79 50 4c 63 40 6c 41 | H.\$.H.l$.H.t$.WH...H..H.yPLc@lA |
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| 186c0 | 48 8b 03 48 8b 0f 48 89 07 48 89 0b 48 8b 43 c0 48 8b 4f c0 48 89 47 c0 48 89 4b c0 48 8b 47 40 | H..H..H..H..H.C.H.O.H.G.H.K.H.G@ |
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| 18740 | 00 ff 15 49 61 03 00 4c 8b cb 48 8d 0d 3f b3 08 00 ba 5d 8b 00 00 41 b8 bd 03 00 00 8b f8 e8 fd | ...Ia..L..H..?....]...A......... |
| 18760 | 30 ff ff 8b cf ff 15 e5 63 03 00 33 c0 eb b6 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 0.......c..3.................... |
| 18780 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 89 7c 24 20 41 56 48 83 ec 20 83 79 24 00 48 8b | H.\$.H.l$.H.t$.H.|$.AVH....y$.H. |
| 187a0 | da 49 c7 c3 ff ff ff ff 75 3e 4c 8b 51 18 4d 85 d2 75 27 48 8b 0d 0e 63 03 00 48 8d 15 4f b3 08 | .I......u>L.Q.M..u'H...c..H..O.. |
| 187c0 | 00 48 8b 09 ff 15 06 63 03 00 bb 95 03 00 00 41 be e7 89 00 00 e9 de 01 00 00 48 8b 41 10 48 99 | .H.....c.......A..........H.A.H. |
| 187e0 | 49 f7 fa 48 8b d0 eb 1d 48 8b 41 30 4a 8b 14 c8 48 8b 41 38 4e 8b 14 c8 48 8b 41 40 48 85 c0 74 | I..H....H.A0J...H.A8N...H.A@H..t |
| 18800 | 04 4e 8b 1c c8 4d 85 c0 0f 89 c6 00 00 00 48 8b 41 30 4e 03 04 c8 0f 89 b8 00 00 00 49 8b c9 ff | .N...M........H.A0N.........I... |
| 18820 | 15 fb 63 03 00 48 8b f8 48 85 c0 75 10 bb a0 03 00 00 41 be 57 8a 00 00 e9 7b 01 00 00 48 8b 0d | ..c..H..H..u......A.W....{...H.. |
| 18840 | f4 e8 08 00 48 8b d7 ff 15 43 61 03 00 48 8b f0 48 85 c0 75 10 bb a0 03 00 00 41 be 59 8a 00 00 | ....H....Ca..H..H..u......A.Y... |
| 18860 | e9 b7 00 00 00 48 83 2f 01 75 09 48 8b cf ff 15 94 61 03 00 48 8b 0d 35 f0 08 00 48 8b d6 e8 3d | .....H./.u.H.....a..H..5...H...= |
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| 188a0 | 09 48 8b ce ff 15 5e 61 03 00 45 33 c9 48 8b cb e8 1b 69 ff ff 48 83 2b 01 75 09 48 8b cb ff 15 | .H....^a..E3.H....i..H.+.u.H.... |
| 188c0 | 44 61 03 00 bb a0 03 00 00 41 be 61 8a 00 00 e9 e4 00 00 00 4c 3b c2 0f 8c fb 00 00 00 49 8b c9 | Da.......A.a........L;.......I.. |
| 188e0 | ff 15 3a 63 03 00 48 8b f8 48 85 c0 75 0b 41 be 86 8a 00 00 e9 ba 00 00 00 48 8b 0d 38 e8 08 00 | ..:c..H..H..u.A..........H..8... |
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| 18920 | e6 03 00 48 83 2f 01 0f 85 92 00 00 00 48 8b cf ff 15 d2 60 03 00 e9 84 00 00 00 48 83 2f 01 75 | ...H./.......H.....`.......H./.u |
| 18940 | 09 48 8b cf ff 15 be 60 03 00 48 8b 0d 5f ef 08 00 48 8b d6 e8 67 63 ff ff 48 8b d8 48 85 c0 75 | .H.....`..H.._...H...gc..H..H..u |
| 18960 | 23 bb a3 03 00 00 41 be 8b 8a 00 00 48 83 2e 01 48 8b 2d f1 e5 03 00 75 46 48 8b ce ff 15 86 60 | #.....A.....H...H.-....uFH.....` |
| 18980 | 03 00 eb 3b 48 83 2e 01 75 09 48 8b ce ff 15 75 60 03 00 45 33 c9 48 8b cb e8 32 68 ff ff 48 83 | ...;H...u.H....u`..E3.H...2h..H. |
| 189a0 | 2b 01 75 09 48 8b cb ff 15 5b 60 03 00 41 be 90 8a 00 00 bb a3 03 00 00 48 8b 2d a9 e5 03 00 4c | +.u.H....[`..A..........H.-....L |
| 189c0 | 8b cd 48 8d 0d 27 b1 08 00 44 8b c3 41 8b d6 e8 8c 2e ff ff 33 c0 eb 15 4d 0f af d0 4c 03 d3 4d | ..H..'...D..A.......3...M...L..M |
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| 18a00 | 48 48 83 c4 20 41 5e c3 cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 4c | HH...A^.........H.\$.H.l$.H.t$.L |
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| 18a40 | 78 4d 8b f8 48 8b fa 48 8b e9 45 85 f6 75 6b 48 8b 84 24 88 00 00 00 48 85 c0 48 8d 1c 02 48 0f | xM..H..H..E..ukH..$....H..H...H. |
| 18a60 | 49 d8 33 f6 48 85 db 8b c6 0f 99 c0 48 85 db 78 08 48 3b da 8b c6 0f 9c c0 44 8b 64 24 70 85 c0 | I.3.H.......H..x.H;......D.d$p.. |
| 18a80 | 0f 85 85 01 00 00 48 8b 0d 23 ee 08 00 48 8d 15 34 b1 08 00 45 8b c4 e8 44 e5 ff ff 83 f8 ff 75 | ......H..#...H..4...E...D......u |
| 18aa0 | 0f be 40 03 00 00 bd e6 86 00 00 e9 c0 01 00 00 4c 8b 54 24 68 e9 51 01 00 00 8b 94 24 b0 00 00 | ..@.............L.T$h.Q.....$... |
| 18ac0 | 00 33 f6 4c 8b 9c 24 98 00 00 00 85 d2 8b ce 49 8b c3 0f 95 c1 48 c1 e8 3f 85 d2 44 8b f1 44 0f | .3.L..$........I.....H..?..D..D. |
| 18ae0 | 45 f0 74 08 4d 85 db 8b ce 0f 94 c1 44 8b 64 24 70 85 c9 74 3e 48 8b 0d e4 f4 08 00 48 8d 15 a5 | E.t.M.......D.d$p..t>H......H... |
| 18b00 | b0 08 00 45 8b c4 e8 d5 e4 ff ff 83 f8 ff 75 0f be 46 03 00 00 bd 27 87 00 00 e9 51 01 00 00 8b | ...E..........u..F....'....Q.... |
| 18b20 | 94 24 b0 00 00 00 4c 8b 54 24 68 4c 8b 9c 24 98 00 00 00 39 b4 24 a0 00 00 00 74 32 48 8b 9c 24 | .$....L.T$hL..$....9.$....t2H..$ |
| 18b40 | 88 00 00 00 48 85 db 79 10 48 8d 04 1f 48 8b de 48 85 c0 48 0f 49 d8 eb 20 48 3b df 7c 1b 45 85 | ....H..y.H...H..H..H.I...H;.|.E. |
| 18b60 | f6 74 06 48 8d 5f ff eb 10 48 8b df eb 0b 45 85 f6 48 8d 5f ff 48 0f 44 de 39 b4 24 a8 00 00 00 | .t.H._...H....E..H._.H.D.9.$.... |
| 18b80 | 74 27 4c 8b 8c 24 90 00 00 00 4d 85 c9 79 10 4a 8d 04 0f 4c 8b ce 48 85 c0 4c 0f 49 c8 eb 18 4c | t'L..$....M..y.J...L..H..L.I...L |
| 18ba0 | 3b cf 7e 13 4c 8b cf eb 0e 45 85 f6 49 c7 c1 ff ff ff ff 4c 0f 44 cf 44 8b b4 24 b8 00 00 00 85 | ;.~.L....E..I......L.D.D..$..... |
| 18bc0 | d2 49 8b c1 4e 89 94 ed 90 00 00 00 41 b8 01 00 00 00 4d 0f 45 c3 48 2b c3 48 99 49 8b c8 49 f7 | .I..N.......A.....M.E.H+.H.I..I. |
| 18be0 | f8 48 0f af c8 48 8d 50 01 4c 2b c9 4c 3b cb 48 0f 44 d0 48 8b c6 4d 0f af c7 48 85 d2 4e 89 44 | .H...H.P.L+.L;.H.D.H..M...H..N.D |
| 18c00 | ed 50 48 0f 49 c2 4a 89 44 ed 10 48 8b 8c 24 80 00 00 00 4c 0f af fb 48 63 01 85 c0 79 06 4c 01 | .PH.I.J.D..H..$....L...Hc...y.L. |
| 18c20 | 7d 08 eb 08 4c 01 bc c5 90 00 00 00 4d 85 d2 78 74 45 85 f6 75 6c 45 85 ed 75 10 48 8b 45 08 48 | }...L.......M..xtE..ulE..u.H.E.H |
| 18c40 | 8b 00 49 03 c2 48 89 45 08 eb 5a 48 8b 0d 5e ec 08 00 48 8d 15 07 af 08 00 45 8b c4 e8 7f e3 ff | ..I..H.E..ZH..^...H......E...... |
| 18c60 | ff 83 f8 ff 75 3f be 83 03 00 00 bd 63 89 00 00 48 8b 3d f1 e2 03 00 ff 15 13 5c 03 00 4c 8b cf | ....u?......c...H.=.......\..L.. |
| 18c80 | 48 8d 0d b1 ae 08 00 44 8b c6 8b d5 8b d8 e8 cd 2b ff ff 8b cb ff 15 b5 5e 03 00 b8 ff ff ff ff | H......D........+.......^....... |
| 18ca0 | eb 05 44 89 29 8b c6 48 8b 5c 24 50 48 8b 6c 24 58 48 8b 74 24 60 48 83 c4 20 41 5f 41 5e 41 5d | ..D.)..H.\$PH.l$XH.t$`H...A_A^A] |
| 18cc0 | 41 5c 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 41 55 41 56 48 81 ec b8 02 00 00 48 8b | A\_.............L..AUAVH......H. |
| 18ce0 | 05 7b 27 06 00 48 33 c4 48 89 84 24 80 02 00 00 49 89 5b 18 4c 8b ea 49 89 6b e8 33 c0 49 89 73 | .{'..H3.H..$....I.[.L..I.k.3.I.s |
| 18d00 | e0 bd ff ff ff ff 49 89 7b d8 33 d2 4d 89 63 d0 48 8b f9 48 89 8c 24 d0 00 00 00 45 33 e4 41 b8 | ......I.{.3.M.c.H..H..$....E3.A. |
| 18d20 | d0 00 00 00 44 89 64 24 70 49 8d 8b 18 fe ff ff 4d 89 7b c8 48 89 84 24 a8 00 00 00 45 33 f6 33 | ....D.d$pI......M.{.H..$....E3.3 |
| 18d40 | db 89 ac 24 9c 00 00 00 e8 e5 f8 fe ff 48 8b 05 84 5b 03 00 39 18 75 2b 39 5f 6c 7f 26 48 8b 0d | ...$.........H...[..9.u+9_l.&H.. |
| 18d60 | cc 5b 03 00 48 8b 09 ff 15 3b 5e 03 00 48 8b 35 f4 e1 03 00 bf d2 02 00 00 bd 9e 84 00 00 e9 c9 | .[..H....;^..H.5................ |
| 18d80 | 0b 00 00 48 8b 47 08 48 8b 15 da f5 08 00 48 3b c2 74 70 4c 8b 88 58 01 00 00 4d 85 c9 74 24 4d | ...H.G.H......H;.tpL..X...M..t$M |
| 18da0 | 8b 41 10 33 c9 4d 85 c0 7e 3f 49 8d 41 18 66 90 48 39 10 74 4e 48 ff c1 48 83 c0 08 49 3b c8 7c | .A.3.M..~?I.A.f.H9.tNH..H...I;.| |
| 18dc0 | ef eb 26 48 8b 80 00 01 00 00 48 3b c2 74 11 48 85 c0 75 ef 48 3b 15 2d 5f 03 00 0f 94 c0 eb 05 | ..&H......H;.t.H..u.H;.-_....... |
| 18de0 | b8 01 00 00 00 85 c0 75 1a 48 8d 94 24 b0 01 00 00 48 8b cf e8 a7 ee ff ff 48 8d 94 24 b0 01 00 | .......u.H..$....H.......H..$... |
| 18e00 | 00 eb 3d 48 3b 3d 3e 5d 03 00 74 22 48 8b cf e8 7c 4b ff ff 85 c0 75 16 48 8b 35 49 e1 03 00 bf | ..=H;=>]..t"H...|K....u.H.5I.... |
| 18e20 | d5 02 00 00 bd b5 84 00 00 e9 1e 0b 00 00 48 ff 07 48 8d 97 a8 00 00 00 48 89 bc 24 a8 00 00 00 | ..............H..H......H..$.... |
| 18e40 | 48 89 94 24 b0 00 00 00 48 8b 02 48 89 84 24 e0 00 00 00 48 8b 42 08 48 89 84 24 e8 00 00 00 49 | H..$....H..H..$....H.B.H..$....I |
| 18e60 | 8b 45 08 48 3b 05 d6 59 03 00 89 9c 24 98 00 00 00 74 66 48 3b 05 e6 5b 03 00 74 5d 48 c7 c7 ff | .E.H;..Y....$....tfH;..[..t]H... |
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| 18ec0 | 24 90 00 00 00 48 85 d2 75 27 bf ea 02 00 00 bd 17 85 00 00 e9 48 0a 00 00 49 ff 45 00 33 ff 33 | $....H..u'...........H...I.E.3.3 |
| 18ee0 | d2 48 89 bc 24 88 00 00 00 48 89 94 24 90 00 00 00 48 8d b4 24 70 01 00 00 48 89 9c 24 b8 00 00 | .H..$....H..$....H..$p...H..$... |
| 18f00 | 00 4c 8d bc 24 30 01 00 00 48 89 b4 24 80 00 00 00 48 8d 84 24 f0 00 00 00 4c 89 7c 24 78 48 89 | .L..$0...H..$....H..$....L.|$xH. |
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| 190a0 | bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 48 8b 94 24 90 00 00 00 4d 85 ff 0f 88 71 fe ff ff 39 | .$....H..$....H..$....M....q...9 |
| 190c0 | 5c 24 70 75 1b 48 8b 84 24 e8 00 00 00 48 8b 00 49 03 c7 48 89 84 24 e8 00 00 00 e9 50 fe ff ff | \$pu.H..$....H..I..H..$.....P... |
| 190e0 | 48 8b 0d c9 e7 08 00 48 8d 15 72 aa 08 00 45 8b c4 e8 ea de ff ff 83 f8 ff 0f 84 7d 04 00 00 48 | H......H..r...E............}...H |
| 19100 | 8b 94 24 90 00 00 00 e9 24 fe ff ff 4c 3b 35 35 5a 03 00 75 54 48 8b 84 24 a0 00 00 00 44 8b 64 | ..$.....$...L;55Z..uTH..$....D.d |
| 19120 | 24 70 48 8b 94 24 90 00 00 00 41 ff c4 49 89 1f 49 83 c7 08 48 c7 00 01 00 00 00 48 83 c0 08 48 | $pH..$....A..I..I...H......H...H |
| 19140 | c7 06 ff ff ff ff 48 83 c6 08 48 89 b4 24 80 00 00 00 44 89 64 24 70 48 89 84 24 a0 00 00 00 4c | ......H...H..$....D.d$pH..$....L |
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| 191c0 | 0b ca 75 0b 48 8b cb ff 15 f3 56 03 00 8b d0 85 d2 0f 88 90 04 00 00 75 1d 48 83 2b 01 75 09 48 | ..u.H.....V............u.H.+.u.H |
| 191e0 | 8b cb ff 15 20 58 03 00 48 c7 84 24 c0 00 00 00 00 00 00 00 eb 34 48 8b cb e8 92 f5 fe ff 48 89 | .....X..H..$.........4H.......H. |
| 19200 | 84 24 c0 00 00 00 48 83 f8 ff 75 0f ff 15 16 5a 03 00 48 85 c0 0f 85 a7 03 00 00 48 83 2b 01 75 | .$....H...u....Z..H........H.+.u |
| 19220 | 09 48 8b cb ff 15 de 57 03 00 49 8b 46 08 49 8b ce 48 8b 15 98 dc 08 00 4c 8b 80 90 00 00 00 4d | .H.....W..I.F.I..H......L......M |
| 19240 | 85 c0 74 05 41 ff d0 eb 06 ff 15 29 59 03 00 48 8b d8 48 85 c0 0f 84 fd 03 00 00 48 8b c8 e8 1d | ..t.A......)Y..H..H........H.... |
| 19260 | f8 fe ff 85 c0 0f 88 de 03 00 00 75 14 48 83 2b 01 75 09 48 8b cb ff 15 8c 57 03 00 45 33 e4 eb | ...........u.H.+.u.H.....W..E3.. |
| 19280 | 2f 48 8b cb e8 07 f5 fe ff 4c 8b e0 48 83 f8 ff 75 0f ff 15 90 59 03 00 48 85 c0 0f 85 30 03 00 | /H.......L..H...u....Y..H....0.. |
| 192a0 | 00 48 83 2b 01 75 09 48 8b cb ff 15 58 57 03 00 49 8b 46 08 49 8b ce 48 8b 15 22 e1 08 00 4c 8b | .H.+.u.H....XW..I.F.I..H.."...L. |
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| 192e0 | 00 48 8b c8 e8 97 f7 fe ff 85 c0 0f 88 3a 03 00 00 75 14 48 83 2b 01 75 09 48 8b cb ff 15 06 57 | .H...........:...u.H.+.u.H.....W |
| 19300 | 03 00 45 33 ff eb 2f 48 8b cb e8 81 f4 fe ff 4c 8b f8 48 83 f8 ff 75 0f ff 15 0a 59 03 00 48 85 | ..E3../H.......L..H...u....Y..H. |
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| 19340 | c4 d9 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1d 58 03 00 48 8b d8 48 85 | ....L......M..t.A.......X..H..H. |
| 19360 | c0 0f 84 b5 02 00 00 33 ed 48 3b 05 d8 57 03 00 40 0f 95 c5 48 83 28 01 75 09 48 8b c8 ff 15 85 | .......3.H;..W..@...H.(.u.H..... |
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| 193e0 | 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 83 57 03 00 48 8b d8 48 85 c0 0f 84 fd 01 00 | .....M..t.A.......W..H..H....... |
| 19400 | 00 33 ff 48 3b 05 3e 57 03 00 40 0f 95 c7 48 83 28 01 75 09 48 8b c8 ff 15 eb 55 03 00 48 8b 94 | .3.H;.>W..@...H.(.u.H.....U..H.. |
| 19420 | 24 c8 00 00 00 48 8d 8c 24 e0 00 00 00 48 8b 84 24 c0 00 00 00 33 db c7 44 24 68 01 00 00 00 89 | $....H..$....H..$....3..D$h..... |
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| 194c0 | 00 00 08 48 83 c6 08 44 89 64 24 70 48 89 b4 24 80 00 00 00 4c 89 7c 24 78 8b ac 24 9c 00 00 00 | ...H...D.d$pH..$....L.|$x..$.... |
| 194e0 | 48 8b bc 24 88 00 00 00 48 8b 94 24 90 00 00 00 e9 4b fa ff ff 33 db 49 83 6d 00 01 75 09 49 8b | H..$....H..$.....K...3.I.m..u.I. |
| 19500 | cd ff 15 01 55 03 00 4c 8b 94 24 d0 00 00 00 48 8b 15 52 ee 08 00 49 8b 42 08 48 3b c2 0f 84 c8 | ....U..L..$....H..R...I.B.H;.... |
| 19520 | 02 00 00 4c 8b 88 58 01 00 00 4d 85 c9 0f 84 91 01 00 00 4d 8b 41 10 33 c9 4d 85 c0 0f 8e ac 01 | ...L..X...M........M.A.3.M...... |
| 19540 | 00 00 49 8d 41 18 48 39 10 0f 84 9c 02 00 00 48 ff c1 48 83 c0 08 49 3b c8 7c eb e9 8e 01 00 00 | ..I.A.H9.......H..H...I;.|...... |
| 19560 | bf ef 02 00 00 bd 4e 85 00 00 e9 b2 03 00 00 bd 40 03 00 00 41 bf e6 86 00 00 eb 0b bd 83 03 00 | ......N.........@...A........... |
| 19580 | 00 41 bf 63 89 00 00 48 8b 35 da d9 03 00 ff 15 fc 52 03 00 4c 8b ce 48 8d 0d 9a a5 08 00 44 8b | .A.c...H.5.......R..L..H......D. |
| 195a0 | c5 41 8b d7 8b f8 e8 b5 22 ff ff 8b cf ff 15 9d 55 03 00 bf ec 02 00 00 bd 57 85 00 00 e9 5f 03 | .A......".......U........W...._. |
| 195c0 | 00 00 bf f8 02 00 00 bd aa 85 00 00 e9 50 03 00 00 bf f9 02 00 00 bd c0 85 00 00 e9 41 03 00 00 | .............P..............A... |
| 195e0 | bf fa 02 00 00 bd d6 85 00 00 e9 32 03 00 00 bf 00 03 00 00 bd 0d 86 00 00 e9 23 03 00 00 bf fe | ...........2..............#..... |
| 19600 | 02 00 00 bd 00 86 00 00 e9 14 03 00 00 bf fd 02 00 00 bd f3 85 00 00 e9 05 03 00 00 bf fc 02 00 | ................................ |
| 19620 | 00 bd e6 85 00 00 e9 f6 02 00 00 bf fa 02 00 00 bd d2 85 00 00 e9 e7 02 00 00 bf fa 02 00 00 bd | ................................ |
| 19640 | d0 85 00 00 e9 d8 02 00 00 bf f9 02 00 00 bd bc 85 00 00 e9 c9 02 00 00 bf f9 02 00 00 bd ba 85 | ................................ |
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| 196c0 | 5d 02 00 00 48 8b 80 00 01 00 00 48 3b c2 74 11 48 85 c0 75 ef 48 3b 15 2c 56 03 00 0f 94 c0 eb | ]...H......H;.t.H..u.H;.,V...... |
| 196e0 | 05 b8 01 00 00 00 85 c0 0f 85 fd 00 00 00 48 8d 84 24 e0 00 00 00 45 33 c9 0f 10 00 48 8d 8c 24 | ..............H..$....E3....H..$ |
| 19700 | b0 01 00 00 45 33 c0 0f 10 48 10 41 8b d4 0f 11 01 0f 10 40 20 0f 11 49 10 0f 10 48 30 0f 11 41 | ....E3...H.A.......@...I...H0..A |
| 19720 | 20 0f 10 40 40 0f 11 49 30 0f 10 48 50 0f 11 41 40 0f 10 40 60 0f 11 49 50 0f 10 88 80 00 00 00 | ...@@..I0..HP..A@..@`..IP....... |
| 19740 | 0f 11 41 60 48 8d 89 80 00 00 00 0f 10 40 70 0f 11 41 f0 0f 10 80 90 00 00 00 0f 11 09 0f 10 88 | ..A`H........@p..A.............. |
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| 197a0 | 75 16 48 8b 35 bf d7 03 00 bf 0e 03 00 00 bd 72 86 00 00 e9 94 01 00 00 48 3b 05 89 53 03 00 0f | u.H.5..........r........H;..S... |
| 197c0 | 84 9e 01 00 00 48 8b 15 ec e5 08 00 48 8b c8 e8 bc 41 ff ff 85 c0 0f 85 87 01 00 00 bf 0e 03 00 | .....H......H....A.............. |
| 197e0 | 00 bd 7c 86 00 00 e9 36 01 00 00 48 8b bc 24 a8 00 00 00 48 85 ff 75 34 48 8b 0d b1 53 03 00 4c | ..|....6...H..$....H..u4H...S..L |
| 19800 | 8d 05 02 a4 08 00 48 8d 15 6b 89 08 00 48 8b 09 ff 15 6a 52 03 00 48 8b 35 4b d7 03 00 bf 0a 03 | ......H..k...H....jR..H.5K...... |
| 19820 | 00 00 bd 3f 86 00 00 e9 20 01 00 00 4c 8b 8f 88 01 00 00 48 8d 84 24 e0 00 00 00 0f 10 00 4c 8b | ...?........L......H..$.......L. |
| 19840 | 87 80 01 00 00 48 8d 8c 24 b0 01 00 00 0f 10 48 10 41 8b d4 0f 11 01 0f 10 40 20 0f 11 49 10 0f | .....H..$......H.A.......@...I.. |
| 19860 | 10 48 30 0f 11 41 20 0f 10 40 40 0f 11 49 30 0f 10 48 50 0f 11 41 40 0f 10 40 60 0f 11 49 50 0f | .H0..A...@@..I0..HP..A@..@`..IP. |
| 19880 | 10 88 80 00 00 00 0f 11 41 60 48 8d 89 80 00 00 00 0f 10 40 70 0f 11 41 f0 0f 10 80 90 00 00 00 | ........A`H........@p..A........ |
| 198a0 | 0f 11 09 0f 10 88 a0 00 00 00 0f 11 41 10 0f 10 80 b0 00 00 00 0f 11 49 20 0f 10 88 c0 00 00 00 | ............A..........I........ |
| 198c0 | 41 8b 82 9c 00 00 00 0f 11 41 30 89 44 24 20 0f 11 49 40 48 8d 8c 24 b0 01 00 00 e8 90 e5 ff ff | A........A0.D$...I@H..$......... |
| 198e0 | 4c 8b e8 48 85 c0 75 13 48 8b 35 79 d6 03 00 bf 09 03 00 00 bd 51 86 00 00 eb 51 48 3b 05 46 52 | L..H..u.H.5y.........Q....QH;.FR |
| 19900 | 03 00 74 67 48 8b 15 ad e4 08 00 48 8b c8 e8 7d 40 ff ff 85 c0 75 54 bf 09 03 00 00 bd 53 86 00 | ..tgH......H...}@....uT......S.. |
| 19920 | 00 48 8b 35 40 d6 03 00 49 83 6d 00 01 75 09 49 8b cd ff 15 d0 50 03 00 48 85 db 74 0f 48 83 2b | .H.5@...I.m..u.I.....P..H..t.H.+ |
| 19940 | 01 75 09 48 8b cb ff 15 bc 50 03 00 4c 8b ce 48 8d 0d 92 a2 08 00 44 8b c7 8b d5 e8 00 1f ff ff | .u.H.....P..L..H......D......... |
| 19960 | 45 33 ed 48 8b bc 24 a8 00 00 00 4c 8b bc 24 90 02 00 00 4c 8b a4 24 98 02 00 00 48 8b b4 24 a8 | E3.H..$....L..$....L..$....H..$. |
| 19980 | 02 00 00 48 8b ac 24 b0 02 00 00 48 8b 9c 24 e0 02 00 00 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b | ...H..$....H..$....H..t.H./.u.H. |
| 199a0 | cf ff 15 61 50 03 00 48 8b bc 24 a0 02 00 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 45 | ...aP..H..$....M..t.I...u.I....E |
| 199c0 | 50 03 00 49 8b c5 48 8b 8c 24 80 02 00 00 48 33 cc e8 fa de fe ff 48 81 c4 b8 02 00 00 41 5e 41 | P..I..H..$....H3......H......A^A |
| 199e0 | 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 63 c2 48 8d 14 c1 48 3b ca 73 0f | ]...............H..(Hc.H...H;.s. |
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| 19a20 | 15 ab df 08 00 45 33 c0 48 8b 0d b1 e5 08 00 48 89 5c 24 20 e8 47 59 ff ff 48 8b d8 48 85 c0 75 | .....E3.H......H.\$..GY..H..H..u |
| 19a40 | 07 ba 2f 84 00 00 eb 1f 45 33 c9 48 8b cb e8 7d 57 ff ff 48 83 2b 01 75 09 48 8b cb ff 15 a6 4f | ../.....E3.H...}W..H.+.u.H.....O |
| 19a60 | 03 00 ba 33 84 00 00 4c 8b 0d fa d4 03 00 48 8d 0d a3 a1 08 00 41 b8 bf 02 00 00 e8 e0 1d ff ff | ...3...L......H......A.......... |
| 19a80 | 48 8b 5c 24 20 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.\$.3.H..(..................... |
| 19aa0 | 48 8b c4 89 50 10 41 54 41 57 48 81 ec 88 00 00 00 48 89 58 e8 45 33 ff 48 89 68 e0 45 8b e7 48 | H...P.ATAWH......H.X.E3.H.h.E..H |
| 19ac0 | 89 70 d8 41 8b df 48 89 78 d0 48 8b f9 4c 89 68 c8 4c 89 70 c0 0f 29 70 a8 48 8b 41 08 4c 89 bc | .p.A..H.x.H..L.h.L.p..)p.H.A.L.. |
| 19ae0 | 24 b0 00 00 00 4c 89 7c 24 38 4c 89 7c 24 28 f7 80 a8 00 00 00 00 00 00 04 75 32 41 8d 4f 01 ff | $....L.|$8L.|$(..........u2A.O.. |
| 19b00 | 15 33 50 03 00 48 85 c0 75 17 48 8b 2d 57 d4 03 00 bf a0 02 00 00 41 be 67 82 00 00 e9 aa 07 00 | .3P..H..u.H.-W........A.g....... |
| 19b20 | 00 48 ff 07 48 89 78 18 48 8b f8 eb 03 48 ff 01 48 89 bc 24 b0 00 00 00 33 c9 ff 15 20 4c 03 00 | .H..H.x.H....H..H..$....3....L.. |
| 19b40 | 48 85 c0 75 17 48 8b 2d 1c d4 03 00 bf a4 02 00 00 41 be 8d 82 00 00 e9 6f 07 00 00 48 8b 35 55 | H..u.H.-.........A......o...H.5U |
| 19b60 | de 08 00 4c 8b f0 48 89 44 24 38 41 8b ef 44 89 bc 24 a0 00 00 00 48 ff 06 48 8b 47 08 48 3b 05 | ...L..H.D$8A..D..$....H..H.G.H;. |
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| 19be0 | b3 82 00 00 e9 9e 06 00 00 48 ff 07 49 8b c7 4c 8b ef 48 89 84 24 b8 00 00 00 49 8b ff 4c 89 7c | .........H..I..L..H..$....I..L.| |
| 19c00 | 24 20 f2 0f 10 35 26 a7 05 00 66 0f 1f 44 00 00 48 85 c0 75 4a 48 8b 05 24 4c 03 00 49 8b 4d 10 | $....5&...f..D..H..uJH..$L..I.M. |
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| 19c80 | 06 ff 15 81 4d 03 00 48 8b 4c 24 28 48 ff 06 48 89 74 24 28 48 85 c9 74 0c 48 83 29 01 75 06 ff | ....M..H.L$(H..H.t$(H..t.H.).u.. |
| 19ca0 | 15 63 4d 03 00 48 8b 46 08 48 8b 0d 80 4d 03 00 48 3b c1 0f 85 9d 00 00 00 4c 8b 46 10 49 8b c0 | .cM..H.F.H...M..H;.......L.F.I.. |
| 19cc0 | 48 99 48 33 c2 48 2b c2 48 83 f8 01 7f 25 4d 85 c0 74 05 8b 46 18 eb 03 41 8b c7 8b c8 f7 d9 49 | H.H3.H+.H....%M..t..F...A......I |
| 19ce0 | 83 f8 ff 0f 45 c8 ff c1 ff 15 e2 4e 03 00 e9 8d 00 00 00 49 83 c0 04 49 83 f8 08 77 47 48 8d 15 | ....E......N.......I...I...wGH.. |
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| 19d40 | 03 00 eb 3c 48 8b 41 60 48 8b ce 48 8b 15 36 e3 08 00 ff 10 eb 2a 48 3b 05 eb 4c 03 00 75 11 f2 | ...<H.A`H..H..6......*H;..L..u.. |
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| 1af20 | 11 4a 50 0f 10 48 70 0f 11 42 60 48 8d 92 80 00 00 00 0f 10 80 80 00 00 00 0f 11 4a f0 0f 10 88 | .JP..Hp..B`H...............J.... |
| 1af40 | 90 00 00 00 0f 11 02 0f 10 80 a0 00 00 00 0f 11 4a 10 0f 10 88 b0 00 00 00 0f 11 42 20 0f 10 80 | ................J..........B.... |
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| 1b2e0 | 4a 30 0f 11 40 20 0f 10 42 40 0f 11 48 30 0f 10 4a 50 0f 11 40 40 0f 10 42 60 0f 11 48 50 0f 10 | J0..@...B@..H0..JP..@@..B`..HP.. |
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| 1b3e0 | 03 00 eb af cc cc cc cc cc cc cc cc cc cc cc cc 40 53 48 81 ec d0 01 00 00 48 8b 05 60 00 06 00 | ................@SH......H..`... |
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| 1b640 | 48 63 c1 48 83 bc c4 a8 00 00 00 00 7d 66 48 39 54 c4 68 75 5f 48 0f af 54 c4 28 41 ff c0 ff c9 | Hc.H........}fH9T.hu_H..T.(A.... |
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| 1b6e0 | 48 33 c4 48 89 84 24 c0 01 00 00 48 8d 94 24 f0 00 00 00 48 8b d9 e8 55 c6 ff ff 48 8b d0 48 85 | H3.H..$....H..$....H...U...H..H. |
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| 1b7c0 | 54 c4 68 75 5f 48 0f af 54 c4 28 41 ff c0 ff c9 45 3b c1 7c db 48 8b 05 34 31 03 00 48 ff 00 48 | T.hu_H..T.(A....E;.|.H..41..H..H |
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| 1b800 | 64 85 08 00 e8 57 00 ff ff 33 c0 48 8b 8c 24 c0 01 00 00 48 33 cc e8 b5 c0 fe ff 48 81 c4 d0 01 | d....W...3.H..$....H3......H.... |
| 1b820 | 00 00 5b c3 48 8b 05 2d 32 03 00 48 ff 00 48 8b 05 23 32 03 00 eb af cc cc cc cc cc cc cc cc cc | ..[.H..-2..H..H..#2............. |
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| 1b8c0 | 00 00 eb 6a 48 83 2f 01 75 09 48 8b cf ff 15 35 31 03 00 48 8b 43 08 48 8b cb 48 8b 15 9f b7 08 | ...jH./.u.H....51..H.C.H..H..... |
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| 1baa0 | c0 75 14 4c 8b 35 be b4 03 00 be 64 02 00 00 41 bf 63 7f 00 00 eb 67 48 83 2f 01 75 09 48 8b cf | .u.L.5.....d...A.c....gH./.u.H.. |
| 1bac0 | ff 15 42 2f 03 00 48 8b 0d e3 bb 08 00 48 8b d6 e8 eb 31 ff ff 48 8b f8 48 85 c0 75 0d be 65 02 | ..B/..H......H....1..H..H..u..e. |
| 1bae0 | 00 00 41 bf 6e 7f 00 00 eb 1e b9 02 00 00 00 ff 15 43 30 03 00 48 8b e8 48 85 c0 75 31 41 bf 78 | ..A.n............C0..H..H..u1A.x |
| 1bb00 | 7f 00 00 be 64 02 00 00 4c 8b 35 59 b4 03 00 48 83 2b 01 75 09 48 8b cb ff 15 ea 2e 03 00 48 85 | ....d...L.5Y...H.+.u.H........H. |
| 1bb20 | ff 74 4d 48 83 2f 01 75 47 48 8b cf eb 3c 48 89 58 18 48 8b d5 48 89 78 20 48 8b 0d 60 b0 08 00 | .tMH./.uGH...<H.X.H..H.x.H..`... |
| 1bb40 | ff 15 4a 2e 03 00 48 8b d8 48 85 c0 75 3b 48 83 6d 00 01 be 64 02 00 00 4c 8b 35 09 b4 03 00 41 | ..J...H..H..u;H.m...d...L.5....A |
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| 1c1e0 | 48 83 ec 28 8b 49 6c 89 4c 24 30 ff 15 df 29 03 00 48 85 c0 75 20 4c 8b 0d 6b ad 03 00 48 8d 0d | H..(.Il.L$0...)..H..u.L..k...H.. |
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| 1c480 | 48 8b 35 e1 aa 03 00 bd e3 7c 00 00 41 b8 3a 02 00 00 e9 e1 00 00 00 33 c9 ff 15 c1 22 03 00 48 | H.5......|..A.:........3...."..H |
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| 1c4e0 | 84 af 00 00 00 48 8b 4f 10 48 39 4f 20 7e 15 48 ff 00 48 8b 47 18 48 89 1c c8 48 8d 41 01 48 89 | .....H.O.H9O.~.H..H.G.H...H.A.H. |
| 1c500 | 47 10 eb 10 48 8b d3 48 8b cf ff 15 88 22 03 00 85 c0 75 79 48 83 2b 01 75 09 48 8b cb ff 15 e5 | G...H..H....."....uyH.+.u.H..... |
| 1c520 | 24 03 00 48 83 c6 08 48 3b f5 72 a4 48 8b cf ff 15 bb 23 03 00 48 8b d8 48 85 c0 75 5e bd 01 7d | $..H...H;.r.H.....#..H..H..u^..} |
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| 1c580 | 08 00 8b d5 e8 d7 f2 fe ff 33 c0 eb 20 bd fe 7c 00 00 eb ae bd fc 7c 00 00 eb a7 48 83 2f 01 75 | .........3.....|......|....H./.u |
| 1c5a0 | 09 48 8b cf ff 15 5e 24 03 00 48 8b c3 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 83 c4 20 | .H....^$..H..H.\$0H.l$8H.t$@H... |
| 1c5c0 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc e9 3b fe ff ff cc cc cc cc cc cc cc cc cc cc cc | _................;.............. |
| 1c5e0 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 20 48 8b d9 33 c9 ff 15 61 21 03 00 48 | H.\$.H.l$.H.t$.WH...H..3...a!..H |
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| 1c620 | 48 8d 2c c6 48 3b f5 73 63 0f 1f 80 00 00 00 00 48 8b 0e ff 15 e7 25 03 00 48 8b d8 48 85 c0 0f | H.,.H;.sc.......H.....%..H..H... |
| 1c640 | 84 a9 00 00 00 48 8b 4f 10 48 39 4f 20 7e 15 48 ff 00 48 8b 47 18 48 89 1c c8 48 8d 41 01 48 89 | .....H.O.H9O.~.H..H.G.H...H.A.H. |
| 1c660 | 47 10 eb 10 48 8b d3 48 8b cf ff 15 28 21 03 00 85 c0 75 73 48 83 2b 01 75 09 48 8b cb ff 15 85 | G...H..H....(!....usH.+.u.H..... |
| 1c680 | 23 03 00 48 83 c6 08 48 3b f5 72 a4 48 8b cf ff 15 5b 22 03 00 48 8b d8 48 85 c0 75 58 bd 8f 7c | #..H...H;.r.H....["..H..H..uX..| |
| 1c6a0 | 00 00 48 8b 35 bf a8 03 00 48 83 2f 01 75 09 48 8b cf ff 15 50 23 03 00 48 85 db 74 0f 48 83 2b | ..H.5....H./.u.H....P#..H..t.H.+ |
| 1c6c0 | 01 75 09 48 8b cb ff 15 3c 23 03 00 4c 8b ce 48 8d 0d 1a 78 08 00 41 b8 34 02 00 00 8b d5 e8 7d | .u.H....<#..L..H...x..A.4......} |
| 1c6e0 | f1 fe ff 33 c0 eb 20 bd 8c 7c 00 00 eb b4 bd 8a 7c 00 00 eb ad 48 83 2f 01 75 09 48 8b cf ff 15 | ...3.....|......|....H./.u.H.... |
| 1c700 | 04 23 03 00 48 8b c3 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 83 c4 20 5f c3 cc cc cc cc | .#..H..H.\$0H.l$8H.t$@H..._..... |
| 1c720 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | ................H.\$.H.l$.H.t$.W |
| 1c740 | 48 83 ec 20 48 8b d9 33 c9 ff 15 11 20 03 00 48 8b f8 48 85 c0 75 11 48 8b 35 0a a8 03 00 bd 84 | H...H..3.......H..H..u.H.5...... |
| 1c760 | 7c 00 00 e9 b4 00 00 00 48 8b 73 78 48 63 43 6c 48 8d 2c c6 48 3b f5 73 63 0f 1f 80 00 00 00 00 | |.......H.sxHcClH.,.H;.sc....... |
| 1c780 | 48 8b 0e ff 15 97 24 03 00 48 8b d8 48 85 c0 0f 84 a9 00 00 00 48 8b 4f 10 48 39 4f 20 7e 15 48 | H.....$..H..H........H.O.H9O.~.H |
| 1c7a0 | ff 00 48 8b 47 18 48 89 1c c8 48 8d 41 01 48 89 47 10 eb 10 48 8b d3 48 8b cf ff 15 d8 1f 03 00 | ..H.G.H...H.A.H.G...H..H........ |
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| 1c7e0 | 15 0b 21 03 00 48 8b d8 48 85 c0 75 58 bd 8f 7c 00 00 48 8b 35 6f a7 03 00 48 83 2f 01 75 09 48 | ..!..H..H..uX..|..H.5o...H./.u.H |
| 1c800 | 8b cf ff 15 00 22 03 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 ec 21 03 00 4c 8b ce 48 | ....."..H..t.H.+.u.H.....!..L..H |
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| 1c860 | 38 48 8b 74 24 40 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 8H.t$@H..._..................... |
| 1c880 | 48 8b 41 18 48 ff 00 48 8b 41 18 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.A.H..H.A...................... |
| 1c8a0 | 48 8b 41 18 48 ff 00 48 8b 41 18 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.A.H..H.A...................... |
| 1c8c0 | 40 55 57 48 81 ec 08 01 00 00 48 8b 05 8f eb 05 00 48 33 c4 48 89 84 24 f0 00 00 00 48 8b 41 48 | @UWH......H......H3.H..$....H.AH |
| 1c8e0 | 33 ff 4c 8b 41 78 4c 8b d9 4c 8b 89 80 00 00 00 8b ef 4c 8b 91 88 00 00 00 48 89 4c 24 20 48 63 | 3.L.AxL..L........L......H.L$.Hc |
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| 1c920 | 30 4c 2b c2 48 8d 44 24 30 48 8d 54 24 30 4c 2b ca 48 8d 54 24 30 4c 2b d2 8b d1 0f 1f 44 00 00 | 0L+.H.D$0H.T$0L+.H.T$0L+.....D.. |
| 1c940 | 49 8b 0c 00 48 89 08 49 8b 0c 01 48 89 48 40 49 8b 0c 02 48 89 88 80 00 00 00 48 8d 40 08 48 83 | I...H..I...H.H@I...H......H.@.H. |
| 1c960 | ea 01 75 dc eb 30 85 c9 7e 2c 48 8b d7 0f 1f 00 49 8b 04 d0 48 89 44 d4 30 49 8b 04 d1 48 89 44 | ..u..0..~,H.....I...H.D.0I...H.D |
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| 1c9a0 | 54 24 20 4c 89 b4 24 38 01 00 00 49 8b cb 4c 89 bc 24 00 01 00 00 e8 65 b0 ff ff 48 8b d8 48 85 | T$.L..$8...I..L..$.....e...H..H. |
| 1c9c0 | c0 75 2b 4c 8b 0d 9e a5 03 00 48 8d 0d 67 6f 08 00 ba 90 8f 00 00 41 b8 3c 04 00 00 e8 7f ee fe | .u+L......H..go.......A.<....... |
| 1c9e0 | ff be 2a 02 00 00 41 bf f5 7b 00 00 eb 5d 48 3b 1d 53 21 03 00 74 36 48 8b 15 6a b9 08 00 48 8b | ..*...A..{...]H;.S!..t6H..j...H. |
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| 1cdc0 | 79 00 00 e9 ef 02 00 00 b9 01 00 00 00 ff 15 65 1d 03 00 48 8b f0 48 85 c0 75 10 bb fe 01 00 00 | y..............e...H..H..u...... |
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| 1cea0 | 00 48 83 6d 00 01 75 09 48 8b cd ff 15 57 1b 03 00 4c 8b 4f 08 49 8b ed 4c 3b 0d e1 18 03 00 48 | .H.m..u.H....W...L.O.I..L;.....H |
| 1cec0 | 8b 05 82 1c 03 00 0f 84 d9 02 00 00 48 3b f8 0f 84 d0 02 00 00 48 8b 0d cc 19 03 00 4c 8d 05 69 | ............H;.......H......L..i |
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| 1cf00 | 00 00 e9 81 02 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 61 1c 03 00 48 8b e8 48 85 c0 75 17 4c | .......M..t.A......a...H..H..u.L |
| 1cf20 | 8b 3d 42 a0 03 00 bb 00 02 00 00 41 bc f0 79 00 00 e9 f0 02 00 00 49 8b 4f 70 ff 15 18 1c 03 00 | .=B........A..y.......I.Op...... |
| 1cf40 | 4c 8b f0 48 85 c0 75 17 4c 8b 3d 19 a0 03 00 bb 00 02 00 00 41 bc f2 79 00 00 e9 99 02 00 00 48 | L..H..u.L.=.........A..y.......H |
| 1cf60 | 8b 05 d2 1a 03 00 45 8b fd 48 39 45 08 75 2b 48 8b 75 18 48 85 f6 74 22 48 8b 45 10 48 8b cd 48 | ......E..H9E.u+H.u.H..t"H.E.H..H |
| 1cf80 | ff 06 48 8b e8 48 ff 00 48 83 29 01 75 06 ff 15 74 1a 03 00 41 bf 01 00 00 00 48 8b 4d 08 48 3b | ..H..H..H.).u...t...A.....H.M.H; |
| 1cfa0 | 0d d3 1c 03 00 75 66 41 8b c7 48 8d 54 24 48 48 c1 e0 03 45 8d 47 02 48 2b d0 48 89 74 24 40 48 | .....ufA..H.T$HH...E.G.H+.H.t$@H |
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| 1d000 | 85 25 01 00 00 49 8b ce e9 17 01 00 00 48 8b 15 c4 1c 03 00 48 3b ca 74 0a ff 15 09 1a 03 00 85 | .%...I.......H......H;.t........ |
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| 1d040 | e0 03 45 8d 47 02 4c 2b d0 48 89 74 24 58 4c 89 74 24 60 4c 89 64 24 68 48 8b 41 08 49 8b cd f6 | ..E.G.L+.H.t$XL.t$`L.d$hH.A.I... |
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| 1d080 | 85 5f ff ff ff 41 bc 0c 7a 00 00 eb 25 41 8b c7 48 89 44 24 38 48 8d 48 02 ff 15 99 1a 03 00 48 | ._...A..z...%A..H.D$8H.H.......H |
| 1d0a0 | 89 44 24 20 4c 8b f8 48 85 c0 75 2a 41 bc 13 7a 00 00 bb 00 02 00 00 4c 8b 3d aa 9e 03 00 49 83 | .D$.L..H..u*A..z.......L.=....I. |
| 1d0c0 | 2e 01 0f 85 c7 00 00 00 49 8b ce ff 15 37 19 03 00 e9 b9 00 00 00 48 85 f6 74 07 48 89 70 18 49 | ........I....7........H..t.H.p.I |
| 1d0e0 | 8b f5 48 8b 44 24 38 45 33 c0 49 8b d7 48 8b cd 4d 89 74 c7 18 49 ff 04 24 4d 89 64 c7 20 e8 7d | ..H.D$8E3.I..H..M.t..I..$M.d...} |
| 1d100 | 22 ff ff 48 8b f8 48 85 c0 75 10 bb 00 02 00 00 41 bc 1e 7a 00 00 e9 c2 00 00 00 49 83 2f 01 75 | "..H..H..u......A..z.......I./.u |
| 1d120 | 09 49 8b cf ff 15 de 18 03 00 48 83 6d 00 01 75 09 48 8b cd ff 15 ce 18 03 00 4c 8b 4f 08 49 8b | .I........H.m..u.H........L.O.I. |
| 1d140 | ed 4c 3b 0d 58 16 03 00 48 8b 05 f9 19 03 00 74 54 48 3b f8 74 4f 48 8b 0d 4b 17 03 00 4c 8d 05 | .L;.X...H......tTH;.tOH..K...L.. |
| 1d160 | c0 6e 08 00 4d 8b 49 18 48 8d 15 99 6e 08 00 48 8b 09 ff 15 08 19 03 00 bb 00 02 00 00 4c 89 6c | .n..M.I.H...n..H.............L.l |
| 1d180 | 24 20 41 bc 23 7a 00 00 4c 8b 3d d9 9d 03 00 48 85 ff 74 50 48 83 2f 01 75 4a 48 8b cf ff 15 65 | $.A.#z..L.=....H..tPH./.uJH....e |
| 1d1a0 | 18 03 00 eb 3f 48 89 7c 24 28 48 3b f8 0f 85 8a 00 00 00 48 8b 0d ee 16 03 00 48 8d 15 27 6e 08 | ....?H.|$(H;.......H......H..'n. |
| 1d1c0 | 00 48 8b 09 ff 15 06 19 03 00 bb 02 02 00 00 4c 89 6c 24 20 41 bc 33 7a 00 00 49 8b ed 4c 8b 3d | .H.............L.l$.A.3z..I..L.= |
| 1d1e0 | 84 9d 03 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 10 18 03 00 48 85 ed 74 10 48 83 6d | ....H..t.H...u.H........H..t.H.m |
| 1d200 | 00 01 75 09 48 8b cd ff 15 fb 17 03 00 48 8b 44 24 20 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 | ..u.H........H.D$.H..t.H.(.u.H.. |
| 1d220 | ff 15 e2 17 03 00 4d 8b cf 48 8d 0d 80 6d 08 00 44 8b c3 41 8b d4 e8 25 e6 fe ff eb 57 48 ff 07 | ......M..H...m..D..A...%....WH.. |
| 1d240 | 48 8d 57 20 48 03 57 10 48 8d 4f 20 4c 8b 07 48 3b ca 73 20 0f 1f 40 00 0f 1f 84 00 00 00 00 00 | H.W.H.W.H.O.L..H;.s...@......... |
| 1d260 | 0f b6 01 48 ff c1 88 03 48 8d 5b 01 48 3b ca 72 ef 4c 8b 07 49 8d 40 ff 48 89 07 48 85 c0 75 09 | ...H....H.[.H;.r.L..I.@.H..H..u. |
| 1d280 | 48 8b cf ff 15 7f 17 03 00 4c 8b 2d b8 18 03 00 49 ff 45 00 48 8b 44 24 30 4c 8b bc 24 80 00 00 | H........L.-....I.E.H.D$0L..$... |
| 1d2a0 | 00 4c 8b b4 24 88 00 00 00 4c 8b a4 24 90 00 00 00 48 8b bc 24 98 00 00 00 48 8b b4 24 a0 00 00 | .L..$....L..$....H..$....H..$... |
| 1d2c0 | 00 48 8b ac 24 a8 00 00 00 48 8b 9c 24 d8 00 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff | .H..$....H..$....H..t.H.(.u.H... |
| 1d2e0 | 15 23 17 03 00 48 8b 44 24 28 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 0a 17 03 00 49 8b | .#...H.D$(H..t.H.(.u.H........I. |
| 1d300 | c5 48 8b 4c 24 70 48 33 cc e8 c2 a5 fe ff 48 81 c4 b0 00 00 00 41 5d c3 cc cc cc cc cc cc cc cc | .H.L$pH3......H......A]......... |
| 1d320 | 4c 8b dc 56 41 57 48 81 ec e8 00 00 00 48 8b 05 2c e1 05 00 48 33 c4 48 89 84 24 b8 00 00 00 49 | L..VAWH......H..,...H3.H..$....I |
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| 1d360 | 48 89 4c 24 40 44 8b ee 48 8b 0d 31 a1 08 00 8b de 4d 89 73 c8 48 89 74 24 68 48 89 74 24 50 48 | H.L$@D..H..1.....M.s.H.t$hH.t$PH |
| 1d380 | 89 74 24 70 e8 17 17 ff ff 48 85 c0 75 17 4c 8b 3d d3 9b 03 00 bd e8 01 00 00 41 bc 97 78 00 00 | .t$p.....H..u.L.=.........A..x.. |
| 1d3a0 | e9 9d 05 00 00 49 8b 57 60 48 8b cf 4c 8b f0 48 89 44 24 68 ff 15 c6 14 03 00 48 85 c0 75 17 4c | .....I.W`H..L..H.D$h......H..u.L |
| 1d3c0 | 8b 3d a2 9b 03 00 bd eb 01 00 00 41 bc a3 78 00 00 e9 6c 05 00 00 48 89 44 24 50 ff 15 0f 18 03 | .=.........A..x...l...H.D$P..... |
| 1d3e0 | 00 48 8b 15 60 17 03 00 48 89 44 24 48 48 8b 80 90 00 00 00 48 8b 38 48 85 ff 74 51 48 3b fa 74 | .H..`...H.D$HH......H.8H..tQH;.t |
| 1d400 | 4f 48 8b 48 08 48 8b 40 10 48 89 44 24 78 48 89 8c 24 80 00 00 00 48 85 ff 74 03 48 ff 07 48 85 | OH.H.H.@.H.D$xH..$....H..t.H..H. |
| 1d420 | c9 74 03 48 ff 01 48 85 c0 74 03 48 ff 00 49 8b 46 08 49 8b ce 48 8b 15 84 98 08 00 4c 8b 80 90 | .t.H..H..t.H..I.F.I..H......L... |
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| 1d4e0 | 24 15 03 00 bd 01 00 00 00 eb 06 8b eb eb 02 8b ee 49 8b 4c 24 08 48 3b 0d 7b 17 03 00 75 51 48 | $................I.L$.H;.{...uQH |
| 1d500 | 8b 44 24 50 48 8d 94 24 90 00 00 00 48 89 84 24 98 00 00 00 44 8d 45 02 8b c5 49 8b cc 48 c1 e0 | .D$PH..$....H..$....D.E...I..H.. |
| 1d520 | 03 48 2b d0 48 89 9c 24 88 00 00 00 4c 89 b4 24 90 00 00 00 e8 a7 1a ff ff 48 8b e8 48 85 c0 0f | .H+.H..$....L..$.........H..H... |
| 1d540 | 85 ae 00 00 00 41 bc d2 78 00 00 e9 2e 01 00 00 48 8b 15 81 17 03 00 48 3b ca 74 0e ff 15 c6 14 | .....A..x.......H......H;.t..... |
| 1d560 | 03 00 85 c0 0f 84 b8 00 00 00 49 8b 44 24 10 8b 48 10 83 e1 8d 81 f9 80 00 00 00 0f 85 a1 00 00 | ..........I.D$..H............... |
| 1d580 | 00 48 8b 44 24 50 48 8d 94 24 a8 00 00 00 48 89 84 24 b0 00 00 00 44 8d 55 02 48 89 9c 24 a0 00 | .H.D$PH..$....H..$....D.U.H..$.. |
| 1d5a0 | 00 00 48 8b ce 4c 89 b4 24 a8 00 00 00 8b c5 48 c1 e0 03 48 2b d0 49 8b 47 10 44 8b 40 10 4c 8b | ..H..L..$......H...H+.I.G.D.@.L. |
| 1d5c0 | 58 08 41 f6 c0 20 75 04 49 8b 4f 18 41 f6 c0 02 4d 8b c2 74 08 45 33 c9 41 ff d3 eb 03 41 ff d3 | X.A...u.I.O.A...M..t.E3.A....A.. |
| 1d5e0 | 48 8b e8 48 85 c0 75 0b 41 bc db 78 00 00 e9 8b 00 00 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b | H..H..u.A..x.......H..t.H.+.u.H. |
| 1d600 | cb ff 15 01 14 03 00 49 83 2e 01 48 8b de 0f 85 4e 02 00 00 49 8b ce ff 15 eb 13 03 00 e9 40 02 | .......I...H....N...I.........@. |
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| 1d640 | 48 89 58 18 48 8b de 48 8b 4c 24 50 45 33 c0 8b c5 49 8b d5 4d 89 74 c5 18 4c 8b f6 48 ff 01 49 | H.X.H..H.L$PE3...I..M.t..L..H..I |
| 1d660 | 89 4c c5 20 49 8b cc e8 14 1d ff ff 48 8b e8 48 85 c0 0f 85 d7 01 00 00 41 bc ed 78 00 00 48 8b | .L..I.......H..H........A..x..H. |
| 1d680 | 6c 24 30 4c 8b 3d de 98 03 00 48 85 ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff 15 69 13 03 00 4d | l$0L.=....H..t.H.m..u.H....i...M |
| 1d6a0 | 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 55 13 03 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b | ..t.I...u.I....U...H..t.H.+.u.H. |
| 1d6c0 | cb ff 15 41 13 03 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 2c 13 03 00 48 8b 44 24 | ...A...M..t.I.m..u.I....,...H.D$ |
| 1d6e0 | 48 48 8b 4c 24 68 48 8b 58 60 4c 8b 70 58 4c 8b 68 68 48 89 70 58 48 89 70 60 48 89 70 68 48 8b | HH.L$hH.X`L.pXL.hhH.pXH.p`H.phH. |
| 1d700 | 41 08 48 8b 15 7f 95 08 00 48 89 5c 24 30 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff | A.H......H.\$0L......M..t.A..... |
| 1d720 | 15 53 14 03 00 48 8b e8 48 85 c0 75 13 bd ee 01 00 00 41 bc 3c 79 00 00 48 8b de e9 8b 01 00 00 | .S...H..H..u......A.<y..H....... |
| 1d740 | 48 8b d5 49 8b ce e8 f5 f1 fe ff 48 83 6d 00 01 89 44 24 38 75 09 48 8b cd ff 15 a9 12 03 00 48 | H..I.......H.m...D$8u.H........H |
| 1d760 | 8b 4c 24 48 4d 8b cd 4c 8b c3 49 8b d6 e8 3e 21 ff ff 48 8b c6 48 89 74 24 58 4c 8b f6 48 89 44 | .L$HM..L..I...>!..H..H.t$XL..H.D |
| 1d780 | 24 30 4c 8b ee 48 89 44 24 60 bd ed 01 00 00 48 89 74 24 40 48 8b de 39 44 24 38 0f 84 31 01 00 | $0L..H.D$`.....H.t$@H..9D$8..1.. |
| 1d7a0 | 00 4d 8b cf 48 8d 0d e5 68 08 00 44 8b c5 41 8b d4 e8 aa e0 fe ff 48 8b 4c 24 48 4c 8d 4c 24 58 | .M..H...h..D..A.......H.L$HL.L$X |
| 1d7c0 | 4c 8d 44 24 60 48 8d 54 24 40 e8 c1 07 ff ff 85 c0 79 24 bd ee 01 00 00 41 bc 44 79 00 00 48 8b | L.D$`H.T$@.......y$.....A.Dy..H. |
| 1d7e0 | 44 24 60 4c 8b 74 24 58 4c 8b 6c 24 40 48 89 44 24 30 e9 d4 00 00 00 48 8b 15 62 a7 08 00 45 33 | D$`L.t$XL.l$@H.D$0.....H..b...E3 |
| 1d800 | c0 48 8b 0d d8 a7 08 00 e8 73 1b ff ff 48 8b d8 48 85 c0 75 10 bd ef 01 00 00 41 bc 50 79 00 00 | .H.......s...H..H..u......A.Py.. |
| 1d820 | 48 8b de eb b9 45 33 c9 48 8b cb e8 a0 19 ff ff 48 83 2b 01 75 09 48 8b cb ff 15 c9 11 03 00 bd | H....E3.H.......H.+.u.H......... |
| 1d840 | ef 01 00 00 41 bc 54 79 00 00 48 8b de eb 8f 49 83 6d 00 01 75 09 49 8b cd ff 15 a9 11 03 00 4c | ....A.Ty..H....I.m..u.I........L |
| 1d860 | 8b ee 49 83 2f 01 75 09 49 8b cf ff 15 97 11 03 00 48 8b 4c 24 40 4c 8b fd 48 89 74 24 30 48 c7 | ..I./.u.I........H.L$@L..H.t$0H. |
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| 1e200 | 8b 05 b2 9b 08 00 4c 8b fa 48 89 58 08 48 89 68 e8 48 89 70 e0 48 8b f1 4c 89 60 d8 4c 89 68 d0 | ......L..H.X.H.h.H.p.H..L.`.L.h. |
| 1e220 | 44 8b ef 4c 89 70 c8 48 8b 42 08 49 3b c0 0f 84 3d 04 00 00 4c 8b 88 58 01 00 00 4d 85 c9 74 30 | D..L.p.H.B.I;...=...L..X...M..t0 |
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| 1e260 | 48 3b ca 7c eb eb 35 66 0f 1f 84 00 00 00 00 00 48 8b 80 00 01 00 00 49 3b c0 74 13 48 85 c0 75 | H;.|..5f........H......I;.t.H..u |
| 1e280 | ef 4c 3b 05 80 0a 03 00 8b c7 0f 94 c0 eb 05 b8 01 00 00 00 85 c0 0f 85 d5 03 00 00 ff 15 4e 09 | .L;...........................N. |
| 1e2a0 | 03 00 48 8b 15 9f 08 03 00 48 89 44 24 38 48 8b 80 90 00 00 00 66 66 66 0f 1f 84 00 00 00 00 00 | ..H......H.D$8H......fff........ |
| 1e2c0 | 48 8b 18 48 85 db 0f 84 81 00 00 00 48 3b da 74 7f 4c 8b 70 08 48 8b 68 10 48 85 db 74 03 48 ff | H..H........H;.t.L.p.H.h.H..t.H. |
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| 1e3a0 | 24 20 c7 84 24 98 00 00 00 b3 01 00 00 c7 84 24 a0 00 00 00 2d 76 00 00 eb 36 b9 03 00 00 00 ff | $...$..........$....-v...6...... |
| 1e3c0 | 15 73 07 03 00 4c 8b e8 48 85 c0 75 35 48 8b 05 94 8b 03 00 48 89 44 24 20 b8 b2 01 00 00 89 84 | .s...L..H..u5H......H.D$........ |
| 1e3e0 | 24 98 00 00 00 c7 84 24 a0 00 00 00 37 76 00 00 49 83 2c 24 01 75 5b 49 8b cc ff 15 08 06 03 00 | $......$....7v..I.,$.u[I........ |
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| 1e420 | 0f ff ff 48 8b f0 48 85 c0 0f 85 e3 01 00 00 48 8b 05 32 8b 03 00 48 89 44 24 20 b8 b2 01 00 00 | ...H..H........H..2...H.D$...... |
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| 1e4a0 | 8b 49 58 48 3b ca 74 29 48 85 c9 0f 84 95 00 00 00 48 8b 42 08 f7 80 a8 00 00 00 00 00 00 04 74 | .IXH;.t)H........H.B...........t |
| 1e4c0 | 07 e8 aa fc fe ff eb 05 e8 73 e4 fe ff 85 c0 74 75 4c 8b 4c 24 20 48 8d 0d b3 5c 08 00 44 8b 84 | .........s.....tuL.L$.H...\..D.. |
| 1e4e0 | 24 98 00 00 00 8b 94 24 a0 00 00 00 e8 6f d3 fe ff 48 8b 74 24 38 4c 8d 4c 24 28 48 8b ce 4c 8d | $......$.....o...H.t$8L.L$(H..L. |
| 1e500 | 44 24 40 48 8d 54 24 30 e8 83 fa fe ff 85 c0 0f 89 aa 00 00 00 48 8b 05 4c 8a 03 00 4c 8b 64 24 | D$@H.T$0.............H..L...L.d$ |
| 1e520 | 28 48 8b 74 24 30 4c 8b 6c 24 40 48 89 44 24 20 c7 84 24 98 00 00 00 b4 01 00 00 c7 84 24 a0 00 | (H.t$0L.l$@H.D$...$..........$.. |
| 1e540 | 00 00 63 76 00 00 48 8b 4c 24 38 4c 8b cd 4d 8b c6 48 8b d3 e8 57 fe fe ff 4d 85 e4 74 10 49 83 | ..cv..H.L$8L..M..H...W...M..t.I. |
| 1e560 | 2c 24 01 75 09 49 8b cc ff 15 9a 04 03 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 86 04 | ,$.u.I........H..t.H...u.H...... |
| 1e580 | 03 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 71 04 03 00 4c 8b 4c 24 20 48 8d 0d c5 | ..M..t.I.m..u.I....q...L.L$.H... |
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| 1e5c0 | 8b 3d 82 05 03 00 48 8b 4c 24 28 48 ff 07 48 83 29 01 75 06 ff 15 2e 04 03 00 48 8b 4c 24 30 48 | .=....H.L$(H..H.).u.......H.L$0H |
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| 1e600 | 8b c6 48 8b d3 48 8b ce e8 a3 fd fe ff 49 8b 0f eb 68 49 83 6d 00 01 75 09 49 8b cd ff 15 e6 03 | ..H..H.......I...hI.m..u.I...... |
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| 1e640 | 8b cb ff 15 c0 03 03 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 ac 03 03 00 48 85 ed 74 | ........M..t.I...u.I........H..t |
| 1e660 | 10 48 83 6d 00 01 75 09 48 8b cd ff 15 97 03 03 00 49 8b 0f 49 8b ff 48 ff c1 4c 8b 74 24 50 48 | .H.m..u.H........I..I..H..L.t$PH |
| 1e680 | 83 e9 01 4c 8b 6c 24 58 4c 8b 64 24 60 48 8b 74 24 68 48 8b 6c 24 70 48 8b 9c 24 90 00 00 00 49 | ...L.l$XL.d$`H.t$hH.l$pH..$....I |
| 1e6a0 | 89 0f 75 09 49 8b cf ff 15 5b 03 03 00 48 8b c7 48 83 c4 78 41 5f 5f c3 cc cc cc cc cc cc cc cc | ..u.I....[...H..H..xA__......... |
| 1e6c0 | 48 8b c4 4c 89 40 18 56 41 56 48 83 ec 38 48 ff 02 33 f6 4c 8b f2 48 89 58 08 48 8b d9 48 89 68 | H..L.@.VAVH..8H..3.L..H.X.H..H.h |
| 1e6e0 | 10 48 89 78 20 4c 89 60 e8 44 8b e6 4c 89 68 e0 4d 8b e8 4c 89 78 d8 44 8b fe 39 71 68 74 64 48 | .H.x.L.`.D..L.h.M..L.x.D..9qhtdH |
| 1e700 | 8b 15 a2 95 08 00 45 33 c0 48 8b 0d 50 9b 08 00 e8 6b 0c ff ff 48 8b d8 48 85 c0 75 16 48 8b 35 | ......E3.H..P....k...H..H..u.H.5 |
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| 1f2a0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 | ................H.\$.UVWATAUAVAW |
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| 21060 | e4 da 02 00 74 31 48 8b 0d 3b d8 02 00 4c 8d 05 00 35 08 00 4d 8b 49 18 48 8d 15 d9 34 08 00 48 | ....t1H..;...L...5..M.I.H...4..H |
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| 210c0 | 15 73 34 08 00 48 8b 09 ff 15 02 da 02 00 bb 8d 00 00 00 be 46 69 00 00 e9 4b 05 00 00 48 8d 7e | .s4..H..............Fi...K...H.~ |
| 210e0 | 20 48 85 ff 75 1a ff 15 3c db 02 00 48 85 c0 74 0f bb 8d 00 00 00 be 48 69 00 00 e9 28 05 00 00 | .H..u...<...H..t.......Hi...(... |
| 21100 | 48 63 4b 30 48 c1 e1 04 48 89 7b 28 ff 15 86 db 02 00 48 8b d0 48 89 43 38 48 63 43 30 48 8d 0c | HcK0H...H.{(......H..H.C8HcC0H.. |
| 21120 | c2 48 89 4b 40 48 85 d2 75 56 48 8b 15 17 6f 08 00 45 33 c0 48 8b 0d c5 66 08 00 e8 40 e2 fe ff | .H.K@H..uVH...o..E3.H...f...@... |
| 21140 | 48 8b d8 48 85 c0 75 0f bb 94 00 00 00 be 6e 69 00 00 e9 d1 04 00 00 45 33 c9 48 8b cb e8 6e e0 | H..H..u.......ni.......E3.H...n. |
| 21160 | fe ff 48 83 2b 01 75 09 48 8b cb ff 15 97 d8 02 00 bb 94 00 00 00 be 72 69 00 00 e9 a8 04 00 00 | ..H.+.u.H..............ri....... |
| 21180 | 49 ff 45 00 4d 8b fc 44 89 a4 24 88 00 00 00 4d 39 65 10 0f 8e 9f 01 00 00 4c 89 64 24 30 49 8d | I.E.M..D..$....M9e.......L.d$0I. |
| 211a0 | 45 18 48 8b 28 49 ff c7 48 83 c0 08 48 8b cd 48 89 44 24 38 48 ff 45 00 e8 d3 75 fe ff 48 8b f8 | E.H.(I..H...H..H.D$8H.E...u..H.. |
| 211c0 | 48 83 f8 ff 75 0b ff 15 5c da 02 00 48 85 c0 75 51 48 83 6d 00 01 75 09 48 8b cd ff 15 27 d8 02 | H...u...\...H..uQH.m..u.H....'.. |
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| 21200 | 88 00 00 00 48 85 ff 7e 28 48 8b 43 38 48 89 3c c8 4d 3b 7d 10 0f 8d 1d 01 00 00 48 8b 44 24 38 | ....H..~(H.C8H.<.M;}.......H.D$8 |
| 21220 | eb 80 bb 97 00 00 00 be 8e 69 00 00 e9 05 02 00 00 41 8b c8 ff 15 96 d9 02 00 48 8b e8 48 85 c0 | .........i.......A........H..H.. |
| 21240 | 75 0f bb 99 00 00 00 be a5 69 00 00 e9 e5 01 00 00 48 8b cf ff 15 c6 d9 02 00 4c 8b f8 48 85 c0 | u........i.......H........L..H.. |
| 21260 | 75 0f bb 99 00 00 00 be a7 69 00 00 e9 c8 01 00 00 b9 02 00 00 00 ff 15 bc d8 02 00 4c 8b f0 48 | u........i..................L..H |
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| 212a0 | ec 48 8b 0d e8 57 08 00 ff 15 e2 d6 02 00 4c 8b f8 48 85 c0 75 0f bb 99 00 00 00 be b1 69 00 00 | .H...W........L..H..u........i.. |
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| 21320 | ff 15 e2 d6 02 00 4d 8b f4 bb 99 00 00 00 be b9 69 00 00 e9 01 01 00 00 49 83 6d 00 01 75 09 49 | ......M.........i.......I.m..u.I |
| 21340 | 8b cd ff 15 c0 d6 02 00 48 8b bc 24 a0 00 00 00 48 8b 15 49 5a 08 00 48 3b fa 0f 84 85 01 00 00 | ........H..$....H..IZ..H;....... |
| 21360 | 41 b8 02 00 00 00 48 8b cf e8 b2 d3 fe ff 85 c0 79 0f bb 9d 00 00 00 be de 69 00 00 e9 a7 02 00 | A.....H.........y........i...... |
| 21380 | 00 0f 85 5e 01 00 00 48 8b 15 52 56 08 00 48 3b fa 0f 84 28 01 00 00 41 b8 02 00 00 00 48 8b cf | ...^...H..RV..H;...(...A.....H.. |
| 213a0 | e8 7b d3 fe ff 85 c0 79 0f bb a0 00 00 00 be 08 6a 00 00 e9 70 02 00 00 0f 85 01 01 00 00 48 8b | .{.....y........j...p.........H. |
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| 213e0 | 05 0b d4 02 00 75 0b 48 8b d7 ff 15 a0 d5 02 00 eb 09 48 8b d7 ff 15 1d d8 02 00 4c 8b e8 48 85 | .....u.H..........H........L..H. |
| 21400 | c0 75 0f bb a4 00 00 00 be 33 6a 00 00 e9 16 02 00 00 48 8b 0d c7 6b 08 00 49 8b d5 e8 9f d8 fe | .u.......3j.......H...k..I...... |
| 21420 | ff 4c 8b f0 48 85 c0 75 5d bb a4 00 00 00 be 35 6a 00 00 49 8b ec 4d 8b fc 48 8b 3d 28 5b 03 00 | .L..H..u]......5j..I..M..H.=([.. |
| 21440 | 49 83 6d 00 01 75 09 49 8b cd ff 15 b8 d5 02 00 48 85 ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff | I.m..u.I........H..t.H.m..u.H... |
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| 214e0 | 56 08 00 eb 24 48 8b 05 a4 5f 08 00 40 b7 46 48 ff 00 48 8b 4b 50 48 83 29 01 75 06 ff 15 06 d5 | V...$H..._..@.FH..H.KPH.).u..... |
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| 215e0 | 75 71 48 8b 15 1f 62 08 00 48 8b 0d 10 62 08 00 e8 8b dd fe ff 48 8b d8 48 85 c0 75 07 be 80 6a | uqH...b..H...b.......H..H..u...j |
| 21600 | 00 00 eb 1f 45 33 c9 48 8b cb e8 c1 db fe ff 48 83 2b 01 75 09 48 8b cb ff 15 ea d3 02 00 be 84 | ....E3.H.......H.+.u.H.......... |
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| 216a0 | 48 8b 7c 24 58 48 8b 6c 24 60 48 8b 9c 24 80 00 00 00 75 09 48 8b ce ff 15 4b d3 02 00 41 8b c4 | H.|$XH.l$`H..$....u.H....K...A.. |
| 216c0 | 48 83 c4 68 41 5c 5e c3 cc cc cc cc cc cc cc cc 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 | H..hA\^.........H.\$.UVWATAUAVAW |
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| 21720 | 64 24 60 8b f3 f3 0f 7f 44 24 48 4d 85 c0 0f 84 8a 02 00 00 48 83 fd 05 0f 87 95 02 00 00 48 8d | d$`.....D$HM........H.........H. |
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| 217a0 | 83 e8 01 74 66 48 83 e8 01 0f 84 84 00 00 00 48 83 f8 01 0f 84 a7 00 00 00 e9 cb 00 00 00 48 8b | ...tfH.........H..............H. |
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| 21800 | 85 c0 0f 84 5d 01 00 00 48 ff cb 48 8b 15 f6 53 08 00 49 8b cd 4c 8b 42 18 ff 15 e9 cf 02 00 48 | ....]...H..H...S..I..L.B.......H |
| 21820 | 89 44 24 58 4c 8b f8 48 85 c0 0f 84 e1 00 00 00 48 ff cb 48 85 db 0f 8e 9f 00 00 00 48 8b 15 6d | .D$XL..H........H..H........H..m |
| 21840 | 5c 08 00 49 8b cd 4c 8b 42 18 ff 15 b8 cf 02 00 48 85 c0 74 0b 4c 8b e0 48 89 44 24 60 48 ff cb | \..I..L.B.......H..t.L..H.D$`H.. |
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| 218a0 | 24 48 48 8d 15 a7 ba 07 00 48 89 6c 24 20 e8 fd db fe ff 85 c0 79 10 ba 4e 68 00 00 41 b8 7a 00 | $HH......H.l$........y..Nh..A.z. |
| 218c0 | 00 00 e9 e3 01 00 00 48 8b 74 24 68 4c 8b 64 24 60 4c 8b 7c 24 58 4c 8b 74 24 48 33 db 48 8b 4c | .......H.t$hL.d$`L.|$XL.t$H3.H.L |
| 218e0 | 24 50 e8 a9 6e fe ff 4c 8b e8 48 83 f8 ff 0f 85 60 01 00 00 ff 15 2e d3 02 00 48 85 c0 0f 84 51 | $P..n..L..H.....`.........H....Q |
| 21900 | 01 00 00 ba 5e 68 00 00 45 8d 45 7b e9 99 01 00 00 48 8d 0d d4 ff 07 00 48 c7 44 24 30 02 00 00 | ....^h..E.E{.....H......H.D$0... |
| 21920 | 00 48 89 4c 24 28 4c 8d 0d 4b 0c 08 00 48 8b 0d 74 cf 02 00 4c 8d 05 dd 2c 08 00 b8 03 00 00 00 | .H.L$(L..K...H..t...L...,....... |
| 21940 | 48 8d 15 e1 0b 08 00 48 89 44 24 20 48 8b 09 ff 15 2b d1 02 00 ba 3e 68 00 00 41 b8 7a 00 00 00 | H......H.D$.H....+....>h..A.z... |
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| 219a0 | 20 48 8b 09 ff 15 d6 d0 02 00 ba 38 68 00 00 44 8d 47 79 e9 f2 00 00 00 48 8b 6f 10 eb 15 48 8b | .H.........8h..D.Gy.....H.o...H. |
| 219c0 | c5 48 83 e8 03 74 77 48 83 e8 01 74 6d 48 83 f8 01 74 63 b8 03 00 00 00 48 89 6c 24 30 48 3b e8 | .H...twH...tmH...tc.....H.l$0H;. |
| 219e0 | 4c 8d 0d 91 0b 08 00 b9 05 00 00 00 4c 8d 05 05 2c 08 00 0f 4d c1 48 8d 15 2b 0b 08 00 48 8d 0d | L...........L...,...M.H..+...H.. |
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| 21a80 | 0b c8 0b cb 75 0b 48 8b ce ff 15 31 ce 02 00 8b d8 83 fb ff 75 33 ff 15 8c d1 02 00 48 85 c0 74 | ....u.H....1........u3......H..t |
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| 21ba0 | 48 81 c4 80 00 00 00 41 5f 41 5e 41 5d 41 5c 5f 5e 5d c3 90 80 23 02 00 75 23 02 00 6c 23 02 00 | H......A_A^A]A\_^]...#..u#..l#.. |
| 21bc0 | 63 23 02 00 5a 23 02 00 51 23 02 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | c#..Z#..Q#...................... |
| 21be0 | 48 8b d1 48 d1 ea 48 0b d1 48 8b c2 48 c1 e8 02 48 0b d0 48 8b c2 48 c1 e8 04 48 0b d0 48 8b c2 | H..H..H..H..H...H..H..H...H..H.. |
| 21c00 | 48 c1 e8 08 48 0b d0 48 8b c2 48 c1 e8 10 48 0b d0 48 8b c2 48 c1 e8 20 48 0b c2 c3 cc cc cc cc | H...H..H..H...H..H..H...H....... |
| 21c20 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 8b c4 53 55 57 41 55 41 56 41 57 48 83 ec 48 | ................H..SUWAUAVAWH..H |
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| 21c60 | 44 24 28 48 8b 88 90 00 00 00 66 0f 1f 44 00 00 48 8b 19 48 85 db 0f 84 f1 00 00 00 48 3b da 0f | D$(H......f..D..H..H........H;.. |
| 21c80 | 84 eb 00 00 00 4c 8b 71 08 48 8b 69 10 48 85 db 74 03 48 ff 03 4d 85 f6 74 03 49 ff 06 48 85 ed | .....L.q.H.i.H..t.H..M..t.I..H.. |
| 21ca0 | 74 04 48 ff 45 00 48 8d 0d 6b 45 08 00 48 89 74 24 40 ff 15 88 cf 02 00 4c 8b f8 48 85 c0 74 42 | t.H.E.H..kE..H.t$@......L..H..tB |
| 21cc0 | 48 8d 15 41 45 08 00 48 8b c8 ff 15 b8 ca 02 00 49 83 2f 01 48 8b f0 75 09 49 8b cf ff 15 26 cd | H..AE..H........I./.H..u.I....&. |
| 21ce0 | 02 00 48 85 f6 0f 85 9a 00 00 00 48 8b 0d f6 cd 02 00 48 8d 15 f7 44 08 00 48 8b 09 ff 15 ce cd | ..H........H......H...D..H...... |
| 21d00 | 02 00 48 8b 15 57 52 03 00 4c 89 64 24 38 41 bc af 03 00 00 48 89 94 24 88 00 00 00 c7 84 24 80 | ..H..WR..L.d$8A.....H..$......$. |
| 21d20 | 00 00 00 75 65 00 00 48 8b 05 92 cf 02 00 48 8b 74 24 28 4c 8b 00 48 8b 4e 58 49 3b c8 0f 84 a9 | ...ue..H......H.t$(L..H.NXI;.... |
| 21d40 | 01 00 00 48 85 c9 0f 84 7e 02 00 00 49 8b 40 08 49 8b d0 f7 80 a8 00 00 00 00 00 00 04 0f 84 74 | ...H....~...I.@.I..............t |
| 21d60 | 01 00 00 e8 08 c4 fe ff e9 6f 01 00 00 48 8b df 48 8b 41 18 48 85 c0 0f 84 08 ff ff ff 48 8b c8 | .........o...H..H.A.H........H.. |
| 21d80 | e9 eb fe ff ff 48 8b 05 2c cb 02 00 48 39 46 08 74 2f 48 8b 0d 4f ce 02 00 48 8d 15 88 43 08 00 | .....H..,...H9F.t/H..O...H...C.. |
| 21da0 | 48 8b 09 ff 15 27 cd 02 00 48 83 2e 01 0f 85 4f ff ff ff 48 8b ce ff 15 4c cc 02 00 e9 41 ff ff | H....'...H.....O...H....L....A.. |
| 21dc0 | ff 33 d2 48 8b ce ff 15 04 cc 02 00 48 83 2e 01 48 89 05 d9 59 08 00 75 10 48 8b ce ff 15 26 cc | .3.H........H...H...Y..u.H....&. |
| 21de0 | 02 00 48 8b 05 c7 59 08 00 48 85 c0 75 13 48 8b 0d f3 cd 02 00 48 8d 15 0c 43 08 00 e9 f8 fe ff | ..H...Y..H..u.H......H...C...... |
| 21e00 | ff ff 10 3d 09 00 00 01 48 8b 05 a1 59 08 00 74 27 ff 10 41 b8 09 00 00 01 48 8d 15 80 43 08 00 | ...=....H...Y..t'..A.....H...C.. |
| 21e20 | 48 8b 0d c1 cd 02 00 44 8b c8 48 8b 09 ff 15 4d cc 02 00 e9 ca fe ff ff ff 90 98 06 00 00 83 f8 | H......D..H....M................ |
| 21e40 | 0f 48 8b 05 68 59 08 00 73 15 ff 90 98 06 00 00 41 b8 0f 00 00 00 48 8d 15 f3 42 08 00 eb c1 ff | .H..hY..s.......A.....H...B..... |
| 21e60 | 90 90 06 00 00 85 c0 75 1c 48 8d 15 68 42 08 00 48 8b 0d 71 cd 02 00 48 8b 09 ff 15 00 cc 02 00 | .......u.H..hB..H..q...H........ |
| 21e80 | e9 7d fe ff ff 83 f8 01 74 09 48 8d 15 ef 41 08 00 eb dd 48 85 db 74 0f 48 83 2b 01 75 09 48 8b | .}......t.H...A....H..t.H.+.u.H. |
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| 21ec0 | 48 83 6d 00 01 75 09 48 8b cd ff 15 38 cb 02 00 8b c7 e9 b3 01 00 00 e8 64 aa fe ff 85 c0 0f 84 | H.m..u.H....8...........d....... |
| 21ee0 | e6 00 00 00 48 8b 94 24 88 00 00 00 4c 8b ca 48 8d 0d 5a 27 08 00 ba 75 65 00 00 45 8b c4 e8 5d | ....H..$....L..H..Z'...ue..E...] |
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| 21f20 | 85 c0 79 22 48 8b 15 35 50 03 00 41 bc b0 03 00 00 48 89 94 24 88 00 00 00 c7 84 24 80 00 00 00 | ..y"H..5P..A.....H..$......$.... |
| 21f40 | 8f 65 00 00 eb 74 48 8b 15 0b 61 08 00 45 33 c0 48 8b 0d 29 63 08 00 e8 24 d4 fe ff 48 8b f8 48 | .e...tH...a..E3.H..)c...$...H..H |
| 21f60 | 85 c0 75 1c 48 8b 15 f5 4f 03 00 48 89 94 24 88 00 00 00 c7 84 24 80 00 00 00 9b 65 00 00 eb 34 | ..u.H...O..H..$......$.....e...4 |
| 21f80 | 45 33 c9 48 8b cf e8 45 d2 fe ff 48 83 2f 01 75 09 48 8b cf ff 15 6e ca 02 00 48 8b 05 bf 4f 03 | E3.H...E...H./.u.H....n...H...O. |
| 21fa0 | 00 48 89 84 24 88 00 00 00 c7 84 24 80 00 00 00 9f 65 00 00 41 bc b1 03 00 00 48 8b bc 24 90 00 | .H..$......$.....e..A.....H..$.. |
| 21fc0 | 00 00 4c 8b ac 24 98 00 00 00 48 8b 86 90 00 00 00 48 8b 08 4c 8b 78 08 48 8b 70 10 48 89 18 4c | ..L..$....H......H..L.x.H.p.H..L |
| 21fe0 | 89 70 08 48 89 68 10 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 10 ca 02 00 4d 85 ff 74 0f 49 83 2f | .p.H.h.H..t.H.).u.......M..t.I./ |
| 22000 | 01 75 09 49 8b cf ff 15 fc c9 02 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 e8 c9 02 00 | .u.I........H..t.H...u.H........ |
| 22020 | 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 d4 c9 02 00 48 8b 44 24 20 48 85 c0 74 0f 48 83 | H..t.H./.u.H........H.D$.H..t.H. |
| 22040 | 28 01 75 09 48 8b c8 ff 15 bb c9 02 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 a6 c9 | (.u.H........M..t.I.m..u.I...... |
| 22060 | 02 00 4c 8b 8c 24 88 00 00 00 48 8d 0d c7 25 08 00 8b 94 24 80 00 00 00 45 8b c4 e8 e0 97 fe ff | ..L..$....H...%....$....E....... |
| 22080 | 4c 8b 64 24 38 b8 ff ff ff ff 48 8b 74 24 40 48 83 c4 48 41 5f 41 5e 41 5d 5f 5d 5b c3 cc cc cc | L.d$8.....H.t$@H..HA_A^A]_][.... |
| 220a0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 83 ec 28 48 8b 05 f5 56 08 00 4d 8b c8 4c 8b | ................H..(H...V..M..L. |
| 220c0 | c2 48 8b d1 b9 03 00 00 00 ff 90 18 03 00 00 48 85 c0 75 20 4c 8b 0d 85 4e 03 00 48 8d 0d 86 25 | .H.............H..u.L...N..H...% |
| 220e0 | 08 00 ba 04 64 00 00 41 b8 e6 02 00 00 e8 6e 97 fe ff 33 c0 48 83 c4 28 c3 cc cc cc cc cc cc cc | ....d..A......n...3.H..(........ |
| 22100 | 48 83 ec 28 48 8b 05 a5 56 08 00 4c 8b c2 48 8b d1 b9 02 00 00 00 ff 90 18 03 00 00 48 85 c0 75 | H..(H...V..L..H.............H..u |
| 22120 | 20 4c 8b 0d 38 4e 03 00 48 8d 0d 59 25 08 00 ba d2 63 00 00 41 b8 e3 02 00 00 e8 21 97 fe ff 33 | .L..8N..H..Y%....c..A......!...3 |
| 22140 | c0 48 83 c4 28 c3 cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 48 | .H..(...........H.\$.H.l$.H.t$.H |
| 22160 | 89 7c 24 20 41 56 48 83 ec 20 48 8b ca 48 8b f2 e8 eb b5 02 00 85 c0 74 2f 48 8b 0d d8 5f 08 00 | .|$.AVH...H..H.........t/H..._.. |
| 22180 | 48 8b d6 e8 38 cb fe ff 48 85 c0 0f 85 3d 02 00 00 48 8b 2d c0 4d 03 00 bf 83 12 00 00 41 be 25 | H...8...H....=...H.-.M.......A.% |
| 221a0 | 63 00 00 e9 f4 01 00 00 48 8b 46 08 48 8b 15 a5 5f 08 00 48 3b c2 0f 84 0c 02 00 00 4c 8b 88 58 | c.......H.F.H..._..H;.......L..X |
| 221c0 | 01 00 00 4d 85 c9 74 28 4d 8b 41 10 33 c9 4d 85 c0 7e 47 49 8d 41 18 48 39 10 0f 84 e8 01 00 00 | ...M..t(M.A.3.M..~GI.A.H9....... |
| 221e0 | 48 ff c1 48 83 c0 08 49 3b c8 7c eb eb 2c 66 90 48 8b 80 00 01 00 00 48 3b c2 74 11 48 85 c0 75 | H..H...I;.|..,f.H......H;.t.H..u |
| 22200 | ef 48 3b 15 00 cb 02 00 0f 94 c0 eb 05 b8 01 00 00 00 85 c0 0f 85 ae 01 00 00 48 8b 0d 27 59 08 | .H;.......................H..'Y. |
| 22220 | 00 48 8b 41 18 48 39 05 14 59 08 00 75 21 48 8b 05 0b 54 08 00 48 85 c0 74 0c 48 ff 00 48 8b 1d | .H.A.H9..Y..u!H...T..H..t.H..H.. |
| 22240 | fc 53 08 00 eb 5d 48 8b 0d b3 4e 08 00 eb 4c 48 8b 3d aa 4e 08 00 48 8b d7 4c 8b 47 18 ff 15 a5 | .S...]H...N...LH.=.N..H..L.G.... |
| 22260 | c5 02 00 48 8b d8 48 8b 05 db 58 08 00 48 8b 48 18 48 89 0d c8 58 08 00 48 89 1d c1 53 08 00 48 | ...H..H...X..H.H.H...X..H...S..H |
| 22280 | 85 db 74 05 48 ff 03 eb 1a ff 15 99 c9 02 00 48 85 c0 74 04 33 db eb 0b 48 8b cf e8 40 d7 fe ff | ..t.H..........H..t.3...H...@... |
| 222a0 | 48 8b d8 48 85 db 75 17 48 8b 2d a9 4c 03 00 bf 89 12 00 00 41 be 5a 63 00 00 e9 dd 00 00 00 48 | H..H..u.H.-.L.......A.Zc.......H |
| 222c0 | 8b 05 72 c7 02 00 33 ff 48 39 43 08 75 36 48 8b 7b 18 48 85 ff 74 2d 48 8b 6b 10 48 8b cb 48 ff | ..r...3.H9C.u6H.{.H..t-H.k.H..H. |
| 222e0 | 07 48 8b dd 48 ff 45 00 48 83 29 01 75 06 ff 15 14 c7 02 00 4c 8b c6 48 8b d7 48 8b cd e8 8e c8 | .H..H.E.H.).u.......L..H..H..... |
| 22300 | fe ff eb 0b 48 8b d6 48 8b cb e8 b1 c9 fe ff 48 8b f0 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf | ....H..H.......H..H..t.H./.u.H.. |
| 22320 | ff 15 e2 c6 02 00 48 85 f6 75 22 48 8b 2d 26 4c 03 00 bf 89 12 00 00 41 be 68 63 00 00 48 85 db | ......H..u"H.-&L.......A.hc..H.. |
| 22340 | 74 5a 48 83 2b 01 75 54 48 8b cb eb 49 48 83 2b 01 75 09 48 8b cb ff 15 ac c6 02 00 48 8b 0d f5 | tZH.+.uTH...IH.+.u.H........H... |
| 22360 | 5d 08 00 48 8b d6 e8 55 c9 fe ff 48 8b 0e 48 8b d8 48 ff c9 48 89 0e 48 85 c0 75 39 48 8b 2d d5 | ]..H...U...H..H..H..H..H..u9H.-. |
| 22380 | 4b 03 00 bf 89 12 00 00 41 be 6b 63 00 00 48 85 c9 75 09 48 8b ce ff 15 6c c6 02 00 4c 8b cd 48 | K.......A.kc..H..u.H....l...L..H |
| 223a0 | 8d 0d 02 23 08 00 44 8b c7 41 8b d6 e8 af 94 fe ff 33 c0 eb 19 48 85 c9 75 09 48 8b ce ff 15 45 | ...#..D..A.......3...H..u.H....E |
| 223c0 | c6 02 00 48 8b c3 eb 06 48 ff 06 48 8b c6 48 8b 5c 24 30 48 8b 6c 24 38 48 8b 74 24 40 48 8b 7c | ...H....H..H..H.\$0H.l$8H.t$@H.| |
| 223e0 | 24 48 48 83 c4 20 41 5e c3 cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 20 57 | $HH...A^........H.\$.H.l$.H.t$.W |
| 22400 | 48 83 ec 40 48 8b 1d 3d c7 02 00 49 8b e8 48 8b 7a 10 48 89 5c 24 60 48 8b c7 4d 85 c0 0f 84 9c | H..@H..=...I..H.z.H.\$`H..M..... |
| 22420 | 00 00 00 48 85 ff 74 13 48 83 f8 01 0f 85 a0 00 00 00 48 8b 5a 18 48 89 5c 24 60 48 8b cd ff 15 | ...H..t.H.........H.Z.H.\$`H.... |
| 22440 | cc c6 02 00 48 8b f0 48 85 ff 75 2d 48 85 c0 0f 8e 06 01 00 00 48 8b 15 8c 47 08 00 48 8b cd 4c | ....H..H..u-H........H...G..H..L |
| 22460 | 8b 42 18 ff 15 9f c3 02 00 48 85 c0 74 0b 48 8b d8 48 89 44 24 60 48 ff ce 48 85 f6 0f 8e d9 00 | .B.......H..t.H..H.D$`H..H...... |
| 22480 | 00 00 48 8d 05 7f 22 08 00 48 8b cd 48 89 44 24 28 4c 8d 4c 24 60 48 8d 15 c3 a2 07 00 48 89 7c | ..H..."..H..H.D$(L.L$`H......H.| |
| 224a0 | 24 20 e8 09 d0 fe ff 85 c0 79 0a ba eb 62 00 00 e9 85 00 00 00 48 8b 5c 24 60 e9 9c 00 00 00 48 | $........y...b.......H.\$`.....H |
| 224c0 | 85 ff 0f 84 93 00 00 00 48 83 f8 01 0f 84 85 00 00 00 48 8d 15 3f 5f 08 00 48 89 7c 24 30 48 8b | ........H.........H..?_..H.|$0H. |
| 224e0 | cf 48 8d 05 04 f4 07 00 48 c1 e9 3f 4c 8d 0d 85 00 08 00 48 83 f1 01 4c 8d 05 fa 21 08 00 48 83 | .H......H..?L......H...L...!..H. |
| 22500 | f9 01 48 0f 44 c2 48 85 ff 48 89 44 24 28 48 8d 15 5b 00 08 00 48 89 4c 24 20 4c 0f 49 ca 48 8b | ..H.D.H..H.D$(H..[...H.L$.L.I.H. |
| 22520 | 0d 83 c3 02 00 48 8d 15 fc ff 07 00 48 8b 09 ff 15 4b c5 02 00 ba f9 62 00 00 4c 8b 0d 17 4a 03 | .....H......H....K.....b..L...J. |
| 22540 | 00 48 8d 0d 88 21 08 00 41 b8 34 12 00 00 e8 0d 93 fe ff 33 c0 eb 0c 48 8b 5a 18 48 8b d3 e8 ed | .H...!..A.4........3...H.Z.H.... |
| 22560 | fb ff ff 48 8b 5c 24 50 48 8b 6c 24 58 48 8b 74 24 68 48 83 c4 40 5f c3 cc cc cc cc cc cc cc cc | ...H.\$PH.l$XH.t$hH..@_......... |
| 22580 | 40 53 48 83 ec 20 48 8b 05 bb c5 02 00 48 8b d9 48 ff 00 48 8b 49 10 48 83 29 01 75 06 ff 15 65 | @SH...H......H..H..H.I.H.).u...e |
| 225a0 | c4 02 00 48 8b 05 9e c5 02 00 48 89 43 10 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc | ...H......H.C.3.H...[........... |
| 225c0 | 40 53 48 83 ec 20 48 8b 05 7b c5 02 00 48 8b d9 48 ff 00 48 8b 49 10 48 83 29 01 75 06 ff 15 25 | @SH...H..{...H..H..H.I.H.).u...% |
| 225e0 | c4 02 00 48 8b 05 5e c5 02 00 48 89 43 10 33 c0 48 83 c4 20 5b c3 cc cc cc cc cc cc cc cc cc cc | ...H..^...H.C.3.H...[........... |
| 22600 | 48 89 5c 24 08 57 48 83 ec 20 48 ff 02 48 8b f9 48 8b 49 10 48 8b da 48 83 29 01 75 06 ff 15 e5 | H.\$.WH...H..H..H.I.H..H.).u.... |
| 22620 | c3 02 00 48 89 5f 10 33 c0 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc | ...H._.3.H.\$0H..._............. |
| 22640 | 48 89 5c 24 08 57 48 83 ec 20 48 ff 02 48 8b f9 48 8b 49 10 48 8b da 48 83 29 01 75 06 ff 15 a5 | H.\$.WH...H..H..H.I.H..H.).u.... |
| 22660 | c3 02 00 48 89 5f 10 33 c0 48 8b 5c 24 30 48 83 c4 20 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc | ...H._.3.H.\$0H..._............. |
| 22680 | 48 8b 41 10 48 ff 00 48 8b 41 10 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.A.H..H.A...................... |
| 226a0 | 48 8b 41 10 48 ff 00 48 8b 41 10 c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H.A.H..H.A...................... |
| 226c0 | 4c 8b dc 41 54 41 56 48 81 ec e8 00 00 00 48 8b 05 8b 8d 05 00 48 33 c4 48 89 84 24 b8 00 00 00 | L..ATAVH......H......H3.H..$.... |
| 226e0 | 49 ff 00 45 33 e4 48 8b 42 08 4c 8b f2 49 89 5b 20 49 89 6b e8 41 8b ec 49 89 73 e0 49 89 7b d8 | I..E3.H.B.L..I.[.I.k.A..I.s.I.{. |
| 22700 | 4d 89 6b d0 4c 8b e9 48 89 4c 24 48 0f b6 88 ab 00 00 00 4d 89 7b c8 4c 89 44 24 28 48 89 54 24 | M.k.L..H.L$H.......M.{.L.D$(H.T$ |
| 22720 | 40 4c 89 64 24 38 4c 89 64 24 30 4c 89 64 24 50 4c 89 64 24 20 83 e1 01 0f 85 a7 00 00 00 48 8b | @L.d$8L.d$0L.d$PL.d$..........H. |
| 22740 | 15 53 4e 08 00 48 3b c2 0f 84 9b 00 00 00 4c 8b 88 58 01 00 00 4d 85 c9 74 66 4d 8b 41 10 41 8b | .SN..H;.......L..X...M..tfM.A.A. |
| 22760 | cc 4d 85 c0 7e 1b 49 8d 41 18 66 0f 1f 44 00 00 48 39 10 74 74 48 ff c1 48 83 c0 08 49 3b c8 7c | .M..~.I.A.f..D..H9.ttH..H...I;.| |
| 22780 | ef 48 8b 0d c0 53 08 00 48 8b 41 18 48 39 05 85 56 08 00 0f 85 dd 02 00 00 48 8b 05 d8 5a 08 00 | .H...S..H.A.H9..V........H...Z.. |
| 227a0 | 48 85 c0 0f 84 c4 02 00 00 48 ff 00 48 8b 35 c5 5a 08 00 e9 13 03 00 00 0f 1f 84 00 00 00 00 00 | H........H..H.5.Z............... |
| 227c0 | 48 8b 80 00 01 00 00 48 3b c2 74 14 48 85 c0 75 ef 48 3b 15 30 c5 02 00 41 8b cc 0f 94 c1 eb 05 | H......H;.t.H..u.H;.0...A....... |
| 227e0 | b9 01 00 00 00 85 c9 74 98 48 8b 0d 58 53 08 00 48 8b 41 18 48 39 05 2d 4e 08 00 75 21 48 8b 05 | .......t.H..XS..H.A.H9.-N..u!H.. |
| 22800 | 0c 51 08 00 48 85 c0 74 0c 48 ff 00 48 8b 3d fd 50 08 00 eb 5e 48 8b 0d 3c 41 08 00 eb 4d 48 8b | .Q..H..t.H..H.=.P...^H..<A...MH. |
| 22820 | 1d 33 41 08 00 48 8b d3 4c 8b 43 18 ff 15 d6 bf 02 00 48 8b f8 48 8b 05 0c 53 08 00 48 8b 48 18 | .3A..H..L.C.......H..H...S..H.H. |
| 22840 | 48 89 0d e1 4d 08 00 48 89 3d c2 50 08 00 48 85 ff 74 05 48 ff 07 eb 1b ff 15 ca c3 02 00 48 85 | H...M..H.=.P..H..t.H..........H. |
| 22860 | c0 74 05 49 8b fc eb 0b 48 8b cb e8 70 d1 fe ff 48 8b f8 48 85 ff 75 17 4c 8b 35 d9 46 03 00 bb | .t.I....H...p...H..H..u.L.5.F... |
| 22880 | 1c 12 00 00 41 bf 91 60 00 00 e9 5d 12 00 00 48 8b 47 08 48 8b cf 48 8b 15 8b 4c 08 00 4c 8b 80 | ....A..`...]...H.G.H..H...L..L.. |
| 228a0 | 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 c4 c2 02 00 48 8b f0 48 85 c0 75 10 bb 1c 12 00 | ....M..t.A..........H..H..u..... |
| 228c0 | 00 41 bf 93 60 00 00 e9 59 0f 00 00 48 83 2f 01 75 09 48 8b cf ff 15 2d c1 02 00 48 8b 05 56 c1 | .A..`...Y...H./.u.H....-...H..V. |
| 228e0 | 02 00 49 8b dc 48 39 46 08 75 35 48 8b 5e 18 48 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b | ..I..H9F.u5H.^.H..t,H.~.H..H..H. |
| 22900 | f7 48 ff 07 48 83 29 01 75 06 ff 15 f8 c0 02 00 4d 8b c6 48 8b d3 48 8b cf e8 72 c2 fe ff eb 0b | .H..H.).u.......M..H..H...r..... |
| 22920 | 49 8b d6 48 8b ce e8 95 c3 fe ff 4c 8b f0 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 c6 c0 | I..H.......L..H..t.H.+.u.H...... |
| 22940 | 02 00 4d 85 f6 75 17 4c 8b 35 0a 46 03 00 bb 1c 12 00 00 41 bf a2 60 00 00 e9 e2 0e 00 00 48 83 | ..M..u.L.5.F.......A..`.......H. |
| 22960 | 2e 01 75 09 48 8b ce ff 15 9b c0 02 00 49 8b 45 08 4d 8b fe 48 8b 15 85 42 08 00 49 8b cd 4c 89 | ..u.H........I.E.M..H...B..I..L. |
| 22980 | 74 24 38 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 de c1 02 00 48 8b f0 48 85 c0 | t$8L......M..t.A..........H..H.. |
| 229a0 | 75 17 4c 8b 35 af 45 03 00 bb 1d 12 00 00 41 bf af 60 00 00 e9 33 11 00 00 48 8b 05 78 c0 02 00 | u.L.5.E.......A..`...3...H..x... |
| 229c0 | 49 8b dc 48 39 46 08 75 35 48 8b 5e 18 48 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b f7 48 | I..H9F.u5H.^.H..t,H.~.H..H..H..H |
| 229e0 | ff 07 48 83 29 01 75 06 ff 15 1a c0 02 00 4d 8b c6 48 8b d3 48 8b cf e8 94 c1 fe ff eb 0b 49 8b | ..H.).u.......M..H..H.........I. |
| 22a00 | d6 48 8b ce e8 b7 c2 fe ff 48 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 e8 bf 02 00 | .H.......H..H..t.H.+.u.H........ |
| 22a20 | 48 85 ff 75 17 4c 8b 35 2c 45 03 00 bb 1d 12 00 00 41 bf bd 60 00 00 e9 04 0e 00 00 48 83 2e 01 | H..u.L.5,E.......A..`.......H... |
| 22a40 | 75 09 48 8b ce ff 15 bd bf 02 00 48 83 2f 01 75 09 48 8b cf ff 15 ae bf 02 00 49 ff 06 4d 8b e6 | u.H........H./.u.H........I..M.. |
| 22a60 | 4c 8b 74 24 28 4c 8b ed e9 b8 10 00 00 48 8b 0d e4 3e 08 00 eb 4d 48 8b 1d db 3e 08 00 48 8b d3 | L.t$(L.......H...>...MH...>..H.. |
| 22a80 | 4c 8b 43 18 ff 15 7e bd 02 00 48 8b f0 48 8b 05 b4 50 08 00 48 8b 48 18 48 89 0d 79 53 08 00 48 | L.C...~...H..H...P..H.H.H..yS..H |
| 22aa0 | 89 35 d2 57 08 00 48 85 f6 74 05 48 ff 06 eb 1b ff 15 72 c1 02 00 48 85 c0 74 05 49 8b f4 eb 0b | .5.W..H..t.H......r...H..t.I.... |
| 22ac0 | 48 8b cb e8 18 cf fe ff 48 8b f0 48 85 f6 75 17 4c 8b 35 81 44 03 00 bb 20 12 00 00 41 bf de 60 | H.......H..H..u.L.5.D.......A..` |
| 22ae0 | 00 00 e9 05 10 00 00 48 8b 46 08 48 8b ce 48 8b 15 43 43 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 | .......H.F.H..H..CC..L......M..t |
| 22b00 | 05 41 ff d0 eb 06 ff 15 6c c0 02 00 48 8b f8 48 85 c0 75 17 4c 8b 35 3d 44 03 00 bb 20 12 00 00 | .A......l...H..H..u.L.5=D....... |
| 22b20 | 41 bf e0 60 00 00 e9 15 0d 00 00 48 83 2e 01 75 09 48 8b ce ff 15 ce be 02 00 48 8b 05 f7 be 02 | A..`.......H...u.H........H..... |
| 22b40 | 00 49 8b dc 48 39 47 08 75 35 48 8b 5f 18 48 85 db 74 2c 48 8b 77 10 48 8b cf 48 ff 03 48 8b fe | .I..H9G.u5H._.H..t,H.w.H..H..H.. |
| 22b60 | 48 ff 06 48 83 29 01 75 06 ff 15 99 be 02 00 4d 8b c6 48 8b d3 48 8b ce e8 13 c0 fe ff eb 0b 49 | H..H.).u.......M..H..H.........I |
| 22b80 | 8b d6 48 8b cf e8 36 c1 fe ff 4c 8b f0 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 67 be 02 | ..H...6...L..H..t.H.+.u.H....g.. |
| 22ba0 | 00 49 8b f4 4d 85 f6 75 10 bb 20 12 00 00 41 bf ef 60 00 00 e9 6c 0c 00 00 48 83 2f 01 75 09 48 | .I..M..u......A..`...l...H./.u.H |
| 22bc0 | 8b cf ff 15 40 be 02 00 48 8b 0d 79 4f 08 00 4d 8b fe 4c 89 74 24 38 48 8b 41 18 48 39 05 de 4c | ....@...H..yO..M..L.t$8H.A.H9..L |
| 22be0 | 08 00 75 21 48 8b 05 5d 55 08 00 48 85 c0 74 0c 48 ff 00 48 8b 3d 4e 55 08 00 eb 5e 48 8b 0d cd | ..u!H..]U..H..t.H..H.=NU...^H... |
| 22c00 | 3d 08 00 eb 4d 48 8b 1d c4 3d 08 00 48 8b d3 4c 8b 43 18 ff 15 ef bb 02 00 48 8b f8 48 8b 05 25 | =...MH...=..H..L.C.......H..H..% |
| 22c20 | 4f 08 00 48 8b 48 18 48 89 0d 92 4c 08 00 48 89 3d 13 55 08 00 48 85 ff 74 05 48 ff 07 eb 1b ff | O..H.H.H...L..H.=.U..H..t.H..... |
| 22c40 | 15 e3 bf 02 00 48 85 c0 74 05 49 8b fc eb 0b 48 8b cb e8 89 cd fe ff 48 8b f8 48 85 ff 75 17 4c | .....H..t.I....H.......H..H..u.L |
| 22c60 | 8b 35 f2 42 03 00 bb 22 12 00 00 41 bf fc 60 00 00 e9 76 0e 00 00 49 8b 46 08 49 8b ce 48 8b 15 | .5.B..."...A..`...v...I.F.I..H.. |
| 22c80 | 44 48 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 dd be 02 00 48 8b f0 48 85 | DH..L......M..t.A..........H..H. |
| 22ca0 | c0 75 10 bb 22 12 00 00 41 bf fe 60 00 00 e9 72 0b 00 00 48 8b 05 7e bd 02 00 4d 8b ec 4c 89 64 | .u.."...A..`...r...H..~...M..L.d |
| 22cc0 | 24 20 41 8b dc 48 39 47 08 75 30 4c 8b 6f 18 4c 89 6c 24 20 4d 85 ed 74 22 48 8b 47 10 48 8b cf | $.A..H9G.u0L.o.L.l$.M..t"H.G.H.. |
| 22ce0 | 49 ff 45 00 48 8b f8 48 ff 00 48 83 29 01 75 06 ff 15 12 bd 02 00 bb 01 00 00 00 48 8b 4f 08 48 | I.E.H..H..H.).u............H.O.H |
| 22d00 | 3b 0d 72 bf 02 00 0f 85 c1 00 00 00 48 8b 44 24 28 48 8d 54 24 60 48 89 44 24 60 44 8d 43 02 8b | ;.r.........H.D$(H.T$`H.D$`D.C.. |
| 22d20 | c3 48 8b cf 48 c1 e0 03 48 2b d0 4c 89 6c 24 58 48 89 74 24 68 e8 a6 c2 fe ff 48 8b d8 48 85 c0 | .H..H...H+.L.l$XH.t$h.....H..H.. |
| 22d40 | 75 10 41 bf 0f 61 00 00 bb 22 12 00 00 e9 d3 0a 00 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b | u.A..a..."........M..t.I.m..u.I. |
| 22d60 | cd ff 15 a1 bc 02 00 48 83 2e 01 4c 89 64 24 20 75 09 48 8b ce ff 15 8d bc 02 00 4c 8b 6c 24 28 | .......H...L.d$.u.H........L.l$( |
| 22d80 | 48 83 2f 01 75 09 48 8b cf ff 15 79 bc 02 00 49 83 6d 00 01 49 8b cd 48 8b eb 48 89 5c 24 28 75 | H./.u.H....y...I.m..I..H..H.\$(u |
| 22da0 | 06 ff 15 61 bc 02 00 49 8b 46 08 49 8b cf 48 8b 15 13 47 08 00 4c 8b 80 90 00 00 00 4d 85 c0 0f | ...a...I.F.I..H...G..L......M... |
| 22dc0 | 84 21 01 00 00 41 ff d0 e9 1f 01 00 00 48 8b 15 04 bf 02 00 48 3b ca 74 0a ff 15 49 bc 02 00 85 | .!...A.......H......H;.t...I.... |
| 22de0 | c0 74 7e 48 8b 57 10 8b 4a 10 8b c1 83 e0 8d 3d 80 00 00 00 75 6b 48 8b 44 24 28 4c 8d 54 24 78 | .t~H.W..J......=....ukH.D$(L.T$x |
| 22e00 | 48 89 44 24 78 44 8d 43 02 8b c3 48 c1 e0 03 4c 2b d0 4c 89 6c 24 70 48 89 b4 24 80 00 00 00 49 | H.D$xD.C...H...L+.L.l$pH..$....I |
| 22e20 | 8b c4 4c 8b 5a 08 f6 c1 20 75 04 48 8b 47 18 f6 c1 02 49 8b d2 48 8b c8 74 08 45 33 c9 41 ff d3 | ..L.Z....u.H.G....I..H..t.E3.A.. |
| 22e40 | eb 03 41 ff d3 48 8b d8 48 85 c0 0f 85 01 ff ff ff 41 bf 18 61 00 00 bb 22 12 00 00 e9 c4 09 00 | ..A..H..H........A..a..."....... |
| 22e60 | 00 48 8d 4b 02 ff 15 cd bc 02 00 48 8b e8 48 85 c0 75 10 bb 22 12 00 00 41 bf 1f 61 00 00 e9 a2 | .H.K.......H..H..u.."...A..a.... |
| 22e80 | 09 00 00 4d 85 ed 74 09 4c 89 68 18 4c 89 64 24 20 4c 8b 6c 24 28 45 33 c0 48 8b d5 48 8b cf 49 | ...M..t.L.h.L.d$.L.l$(E3.H..H..I |
| 22ea0 | ff 45 00 48 89 74 d8 20 49 8b f4 4c 89 6c d8 18 e8 cb c4 fe ff 48 8b d8 48 85 c0 75 10 bb 22 12 | .E.H.t..I..L.l.......H..H..u..". |
| 22ec0 | 00 00 41 bf 2a 61 00 00 e9 58 09 00 00 48 83 6d 00 01 0f 85 a8 fe ff ff 48 8b cd ff 15 27 bb 02 | ..A.*a...X...H.m........H....'.. |
| 22ee0 | 00 e9 9a fe ff ff ff 15 8c bc 02 00 4c 8b e8 48 85 c0 75 13 bb 25 12 00 00 41 bf 39 61 00 00 49 | ............L..H..u..%...A.9a..I |
| 22f00 | 8b ec e9 09 0b 00 00 48 8b 15 7a 51 08 00 41 b8 01 00 00 00 49 8b cd e8 b4 b5 fe ff 48 8b f8 48 | .......H..zQ..A.....I.......H..H |
| 22f20 | 85 c0 75 16 bb 25 12 00 00 41 bf 3b 61 00 00 49 8b f4 49 8b ec e9 5f 08 00 00 49 83 6d 00 01 75 | ..u..%...A.;a..I..I..._...I.m..u |
| 22f40 | 09 49 8b cd ff 15 be ba 02 00 48 8b cf e8 2e 5b fe ff 8b d8 85 c0 79 16 bb 25 12 00 00 41 bf 3e | .I........H....[......y..%...A.> |
| 22f60 | 61 00 00 49 8b f4 49 8b ec e9 b7 08 00 00 48 83 2f 01 75 09 48 8b cf ff 15 8b ba 02 00 48 8b 0d | a..I..I.......H./.u.H........H.. |
| 22f80 | c4 4b 08 00 49 8b fc 48 8b 41 18 85 db 0f 84 95 05 00 00 48 39 05 46 53 08 00 75 21 48 8b 05 6d | .K..I..H.A.........H9.FS..u!H..m |
| 22fa0 | 4d 08 00 48 85 c0 74 0c 48 ff 00 4c 8b 2d 5e 4d 08 00 eb 5f 48 8b 0d 9d 39 08 00 eb 4e 48 8b 1d | M..H..t.H..L.-^M..._H...9...NH.. |
| 22fc0 | 94 39 08 00 48 8b d3 4c 8b 43 18 ff 15 37 b8 02 00 4c 8b e8 48 8b 05 6d 4b 08 00 48 8b 48 18 48 | .9..H..L.C...7...L..H..mK..H.H.H |
| 22fe0 | 89 0d fa 52 08 00 4c 89 2d 23 4d 08 00 4d 85 ed 74 06 49 ff 45 00 eb 1b ff 15 2a bc 02 00 48 85 | ...R..L.-#M..M..t.I.E.....*...H. |
| 23000 | c0 74 05 4d 8b ec eb 0b 48 8b cb e8 d0 c9 fe ff 4c 8b e8 4d 85 ed 75 13 bb 27 12 00 00 41 bf 49 | .t.M....H.......L..M..u..'...A.I |
| 23020 | 61 00 00 49 8b ec e9 e5 09 00 00 49 8b 45 08 49 8b cd 48 8b 15 97 40 08 00 4c 8b 80 90 00 00 00 | a..I.......I.E.I..H...@..L...... |
| 23040 | 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 28 bb 02 00 48 8b e8 48 85 c0 75 13 bb 27 12 00 00 41 bf 4b | M..t.A......(...H..H..u..'...A.K |
| 23060 | 61 00 00 49 8b f4 e9 2e 07 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 8d b9 02 00 48 8b 05 b6 b9 | a..I.......I.m..u.I........H.... |
| 23080 | 02 00 4d 8b ec 41 8b dc 48 39 45 08 75 2b 4c 8b 6d 18 4d 85 ed 74 22 48 8b 45 10 48 8b cd 49 ff | ..M..A..H9E.u+L.m.M..t"H.E.H..I. |
| 230a0 | 45 00 48 8b e8 48 ff 00 48 83 29 01 75 06 ff 15 54 b9 02 00 bb 01 00 00 00 48 8b 4d 08 48 3b 0d | E.H..H..H.).u...T........H.M.H;. |
| 230c0 | b4 bb 02 00 75 59 48 8b 44 24 40 48 8d 94 24 90 00 00 00 48 89 84 24 98 00 00 00 44 8d 43 02 8b | ....uYH.D$@H..$....H..$....D.C.. |
| 230e0 | c3 48 8b cd 48 c1 e0 03 48 2b d0 4c 89 ac 24 88 00 00 00 4c 89 bc 24 90 00 00 00 e8 e0 be fe ff | .H..H...H+.L..$....L..$......... |
| 23100 | 48 8b f8 48 85 c0 0f 85 b2 00 00 00 bb 27 12 00 00 41 bf 5d 61 00 00 49 8b f4 e9 7a 06 00 00 48 | H..H.........'...A.]a..I...z...H |
| 23120 | 8b 15 b2 bb 02 00 48 3b ca 74 0e ff 15 f7 b8 02 00 85 c0 0f 84 9f 00 00 00 48 8b 4d 10 8b 51 10 | ......H;.t...............H.M..Q. |
| 23140 | 8b c2 83 e0 8d 3d 80 00 00 00 0f 85 88 00 00 00 48 8b 44 24 40 4c 8d 94 24 a8 00 00 00 48 89 84 | .....=..........H.D$@L..$....H.. |
| 23160 | 24 b0 00 00 00 44 8d 43 02 8b c3 48 c1 e0 03 4c 2b d0 4c 89 ac 24 a0 00 00 00 4c 89 bc 24 a8 00 | $....D.C...H...L+.L..$....L..$.. |
| 23180 | 00 00 48 8b 41 08 49 8b cc f6 c2 20 75 04 48 8b 4d 18 f6 c2 02 49 8b d2 74 07 45 33 c9 ff d0 eb | ..H.A.I.....u.H.M....I..t.E3.... |
| 231a0 | 02 ff d0 48 8b f8 48 85 c0 75 13 bb 27 12 00 00 41 bf 65 61 00 00 49 8b f4 e9 db 05 00 00 4d 85 | ...H..H..u..'...A.ea..I.......M. |
| 231c0 | ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 35 b8 02 00 4d 8b ec eb 78 48 8d 4b 02 ff 15 56 b9 | .t.I.m..u.I....5...M...xH.K...V. |
| 231e0 | 02 00 48 8b f0 48 85 c0 75 10 bb 27 12 00 00 41 bf 6b 61 00 00 e9 9f 05 00 00 4d 85 ed 74 07 4c | ..H..H..u..'...A.ka.......M..t.L |
| 23200 | 89 68 18 4d 8b ec 49 ff 06 45 33 c0 4c 89 7c d8 18 48 8b d6 48 8b 44 24 40 48 8b cd 48 ff 00 48 | .h.M..I..E3.L.|..H..H.D$@H..H..H |
| 23220 | 89 44 de 20 e8 57 c1 fe ff 48 8b f8 48 85 c0 75 10 bb 27 12 00 00 41 bf 76 61 00 00 e9 58 05 00 | .D...W...H..H..u..'...A.va...X.. |
| 23240 | 00 48 83 2e 01 75 09 48 8b ce ff 15 b8 b7 02 00 48 83 6d 00 01 75 09 48 8b cd ff 15 a8 b7 02 00 | .H...u.H........H.m..u.H........ |
| 23260 | 48 8b cf 49 8b ec e8 15 58 fe ff 8b d8 85 c0 79 13 bb 27 12 00 00 41 bf 7b 61 00 00 49 8b f4 e9 | H..I....X......y..'...A.{a..I... |
| 23280 | 15 05 00 00 48 83 2f 01 75 09 48 8b cf ff 15 75 b7 02 00 49 8b fc 85 db 0f 84 95 01 00 00 48 8b | ....H./.u.H....u...I..........H. |
| 232a0 | 0d a3 48 08 00 48 8b 41 18 48 39 05 48 43 08 00 75 21 48 8b 05 f7 4a 08 00 48 85 c0 74 0c 48 ff | ..H..H.A.H9.HC..u!H...J..H..t.H. |
| 232c0 | 00 48 8b 2d e8 4a 08 00 eb 5f 48 8b 0d 87 36 08 00 eb 4e 48 8b 1d 7e 36 08 00 48 8b d3 4c 8b 43 | .H.-.J..._H...6...NH..~6..H..L.C |
| 232e0 | 18 ff 15 21 b5 02 00 48 8b e8 48 8b 05 57 48 08 00 48 8b 48 18 48 89 0d fc 42 08 00 48 89 2d ad | ...!...H..H..WH..H.H.H...B..H.-. |
| 23300 | 4a 08 00 48 85 ed 74 06 48 ff 45 00 eb 1b ff 15 14 b9 02 00 48 85 c0 74 05 49 8b ec eb 0b 48 8b | J..H..t.H.E.........H..t.I....H. |
| 23320 | cb e8 ba c6 fe ff 48 8b e8 48 85 ed 75 13 bb 28 12 00 00 41 bf 86 61 00 00 49 8b f4 e9 58 04 00 | ......H..H..u..(...A..a..I...X.. |
| 23340 | 00 48 8b 45 08 48 8b cd 48 8b 15 79 3c 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 | .H.E.H..H..y<..L......M..t.A.... |
| 23360 | ff 15 12 b8 02 00 48 8b f0 48 85 c0 75 10 bb 28 12 00 00 41 bf 88 61 00 00 e9 1b 04 00 00 48 83 | ......H..H..u..(...A..a.......H. |
| 23380 | 6d 00 01 75 09 48 8b cd ff 15 7a b6 02 00 48 8b 05 a3 b6 02 00 49 8b dc 48 39 46 08 75 35 48 8b | m..u.H....z...H......I..H9F.u5H. |
| 233a0 | 5e 18 48 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b f7 48 ff 07 48 83 29 01 75 06 ff 15 45 | ^.H..t,H.~.H..H..H..H..H.).u...E |
| 233c0 | b6 02 00 4d 8b c7 48 8b d3 48 8b cf e8 bf b7 fe ff eb 0b 49 8b d7 48 8b ce e8 e2 b8 fe ff 48 8b | ...M..H..H.........I..H.......H. |
| 233e0 | f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 13 b6 02 00 49 8b ec 48 85 ff 75 10 bb 28 12 | .H..t.H.+.u.H........I..H..u..(. |
| 23400 | 00 00 41 bf 97 61 00 00 e9 8c 03 00 00 48 83 2e 01 75 09 48 8b ce ff 15 ec b5 02 00 49 8b cf 48 | ..A..a.......H...u.H........I..H |
| 23420 | 89 7c 24 38 4c 8b ff 48 83 29 01 75 06 ff 15 d5 b5 02 00 48 8b 4c 24 48 48 8b 15 c1 37 08 00 48 | .|$8L..H.).u.......H.L$HH...7..H |
| 23440 | 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1e b7 02 00 48 8b f0 48 85 c0 | .A.L......M..t.A..........H..H.. |
| 23460 | 75 16 bb 29 12 00 00 41 bf ad 61 00 00 49 8b fc 49 8b ec e9 21 03 00 00 48 8b 05 b9 b5 02 00 49 | u..)...A..a..I..I...!...H......I |
| 23480 | 8b dc 48 39 46 08 75 35 48 8b 5e 18 48 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b f7 48 ff | ..H9F.u5H.^.H..t,H.~.H..H..H..H. |
| 234a0 | 07 48 83 29 01 75 06 ff 15 5b b5 02 00 4d 8b c7 48 8b d3 48 8b cf e8 d5 b6 fe ff eb 0b 49 8b d7 | .H.).u...[...M..H..H.........I.. |
| 234c0 | 48 8b ce e8 f8 b7 fe ff 48 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 29 b5 02 00 49 | H.......H..H..t.H.+.u.H....)...I |
| 234e0 | 8b ec 48 85 ff 75 10 bb 29 12 00 00 41 bf bb 61 00 00 e9 a2 02 00 00 48 83 2e 01 75 09 48 8b ce | ..H..u..)...A..a.......H...u.H.. |
| 23500 | ff 15 02 b5 02 00 48 83 2f 01 75 09 48 8b cf ff 15 f3 b4 02 00 49 ff 07 4d 8b e7 4c 8b 74 24 28 | ......H./.u.H........I..M..L.t$( |
| 23520 | 4c 8b ed e9 fd 05 00 00 48 39 05 51 42 08 00 75 21 48 8b 05 80 49 08 00 48 85 c0 74 0c 48 ff 00 | L.......H9.QB..u!H...I..H..t.H.. |
| 23540 | 48 8b 3d 71 49 08 00 eb 5e 48 8b 0d 08 34 08 00 eb 4d 48 8b 1d ff 33 08 00 48 8b d3 4c 8b 43 18 | H.=qI...^H...4...MH...3..H..L.C. |
| 23560 | ff 15 a2 b2 02 00 48 8b f8 48 8b 05 d8 45 08 00 48 8b 48 18 48 89 0d 05 42 08 00 48 89 3d 36 49 | ......H..H...E..H.H.H...B..H.=6I |
| 23580 | 08 00 48 85 ff 74 05 48 ff 07 eb 1b ff 15 96 b6 02 00 48 85 c0 74 05 49 8b fc eb 0b 48 8b cb e8 | ..H..t.H..........H..t.I....H... |
| 235a0 | 3c c4 fe ff 48 8b f8 48 85 ff 75 13 bb 2d 12 00 00 41 bf dc 61 00 00 49 8b ec e9 51 04 00 00 48 | <...H..H..u..-...A..a..I...Q...H |
| 235c0 | 8b 47 08 48 8b cf 48 8b 15 5b 3f 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 | .G.H..H..[?..L......M..t.A...... |
| 235e0 | 94 b5 02 00 48 8b f0 48 85 c0 75 0e 41 bf de 61 00 00 49 8b ec e9 26 02 00 00 48 83 2f 01 75 09 | ....H..H..u.A..a..I...&...H./.u. |
| 23600 | 48 8b cf ff 15 ff b3 02 00 49 8b 46 08 49 8b cf 48 8b 15 d1 36 08 00 4c 8b 80 90 00 00 00 4d 85 | H........I.F.I..H...6..L......M. |
| 23620 | c0 74 05 41 ff d0 eb 06 ff 15 4a b5 02 00 48 8b f8 48 85 c0 75 1a 4c 8b 35 1b 39 03 00 bb 2d 12 | .t.A......J...H..H..u.L.5.9...-. |
| 23640 | 00 00 41 bf e1 61 00 00 49 8b ec e9 f0 01 00 00 48 8b d5 48 8b cf e8 05 a4 fe ff 48 8b e8 48 85 | ..A..a..I.......H..H.......H..H. |
| 23660 | c0 75 0b 41 bf e3 61 00 00 e9 b2 01 00 00 48 83 2f 01 75 09 48 8b cf ff 15 8b b3 02 00 b9 01 00 | .u.A..a.......H./.u.H........... |
| 23680 | 00 00 ff 15 b0 b4 02 00 48 8b f8 48 85 c0 75 17 4c 8b 35 c1 38 03 00 bb 2d 12 00 00 41 bf e6 61 | ........H..H..u.L.5.8...-...A..a |
| 236a0 | 00 00 e9 99 01 00 00 48 89 68 18 ff 15 37 b1 02 00 48 8b e8 48 85 c0 75 0b 41 bf eb 61 00 00 e9 | .......H.h...7...H..H..u.A..a... |
| 236c0 | 5c 01 00 00 48 8b 0d 7d 44 08 00 48 8b 41 18 48 39 05 5a 45 08 00 75 21 48 8b 05 11 46 08 00 48 | \...H..}D..H.A.H9.ZE..u!H...F..H |
| 236e0 | 85 c0 74 0c 48 ff 00 4c 8b 2d 02 46 08 00 eb 5f 48 8b 0d 61 32 08 00 eb 4e 48 8b 1d 58 32 08 00 | ..t.H..L.-.F..._H..a2...NH..X2.. |
| 23700 | 48 8b d3 4c 8b 43 18 ff 15 fb b0 02 00 4c 8b e8 48 8b 05 31 44 08 00 48 8b 48 18 48 89 0d 0e 45 | H..L.C.......L..H..1D..H.H.H...E |
| 23720 | 08 00 4c 89 2d c7 45 08 00 4d 85 ed 74 06 49 ff 45 00 eb 1b ff 15 ee b4 02 00 48 85 c0 74 05 4d | ..L.-.E..M..t.I.E.........H..t.M |
| 23740 | 8b ec eb 0b 48 8b cb e8 94 c2 fe ff 4c 8b e8 4d 85 ed 75 0b 41 bf ed 61 00 00 e9 c1 00 00 00 49 | ....H.......L..M..u.A..a.......I |
| 23760 | 8b 45 08 49 8b cd 48 8b 15 0b 34 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 | .E.I..H...4..L......M..t.A...... |
| 23780 | f4 b3 02 00 48 89 44 24 20 48 85 c0 75 2d bb 2d 12 00 00 41 bf ef 61 00 00 4c 8b 35 b8 37 03 00 | ....H.D$.H..u-.-...A..a..L.5.7.. |
| 237a0 | 4d 85 ed 0f 84 83 00 00 00 49 83 6d 00 01 75 7c 49 8b cd ff 15 4f b2 02 00 eb 71 49 83 6d 00 01 | M........I.m..u|I....O....qI.m.. |
| 237c0 | 75 09 49 8b cd ff 15 3d b2 02 00 4c 8b 6c 24 20 48 8b cd 48 8b 15 a6 30 08 00 4d 8b c5 ff 15 fd | u.I....=...L.l$.H..H...0..M..... |
| 237e0 | af 02 00 85 c0 79 08 41 bf f2 61 00 00 eb 31 49 83 6d 00 01 75 09 49 8b cd ff 15 09 b2 02 00 4c | .....y.A..a...1I.m..u.I........L |
| 23800 | 8b c5 48 8b d7 48 8b ce e8 73 bb fe ff 48 89 44 24 20 4c 8b e8 48 85 c0 75 47 41 bf f4 61 00 00 | ..H..H...s...H.D$.L..H..uGA..a.. |
| 23820 | bb 2d 12 00 00 4c 8b 35 2c 37 03 00 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 c8 b1 02 00 | .-...L.5,7..H..t.H./.u.H........ |
| 23840 | 48 85 f6 0f 84 ce 01 00 00 48 83 2e 01 0f 85 c4 01 00 00 48 8b ce ff 15 ac b1 02 00 e9 b6 01 00 | H........H.........H............ |
| 23860 | 00 48 83 2e 01 75 09 48 8b ce ff 15 98 b1 02 00 48 83 2f 01 75 09 48 8b cf ff 15 89 b1 02 00 48 | .H...u.H........H./.u.H........H |
| 23880 | 83 6d 00 01 75 09 48 8b cd ff 15 79 b1 02 00 48 8b 4c 24 48 48 8b 15 65 33 08 00 4c 89 6c 24 30 | .m..u.H....y...H.L$HH..e3..L.l$0 |
| 238a0 | 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 bd b2 02 00 48 8b e8 48 85 | H.A.L......M..t.A..........H..H. |
| 238c0 | c0 75 17 4c 8b 35 8e 36 03 00 bb 2e 12 00 00 41 bf 03 62 00 00 e9 12 02 00 00 48 8b 05 57 b1 02 | .u.L.5.6.......A..b.......H..W.. |
| 238e0 | 00 49 8b dc 48 39 45 08 75 35 48 8b 5d 18 48 85 db 74 2c 48 8b 7d 10 48 8b cd 48 ff 03 48 8b ef | .I..H9E.u5H.].H..t,H.}.H..H..H.. |
| 23900 | 48 ff 07 48 83 29 01 75 06 ff 15 f9 b0 02 00 4d 8b c5 48 8b d3 48 8b cf e8 73 b2 fe ff eb 0b 49 | H..H.).u.......M..H..H...s.....I |
| 23920 | 8b d5 48 8b cd e8 96 b3 fe ff 48 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 c7 b0 02 | ..H.......H..H..t.H.+.u.H....... |
| 23940 | 00 48 85 ff 75 10 bb 2e 12 00 00 41 bf 11 62 00 00 e9 7a 01 00 00 48 83 6d 00 01 75 09 48 8b cd | .H..u......A..b...z...H.m..u.H.. |
| 23960 | ff 15 a2 b0 02 00 48 83 2f 01 75 09 48 8b cf ff 15 93 b0 02 00 49 8b 46 08 49 8b cf 48 8b 15 45 | ......H./.u.H........I.F.I..H..E |
| 23980 | 3b 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 de b1 02 00 48 89 44 24 20 4c | ;..L......M..t.A..........H.D$.L |
| 239a0 | 8b f0 48 85 c0 75 17 4c 8b 35 aa 35 03 00 bb 2f 12 00 00 41 bf 1d 62 00 00 e9 2e 01 00 00 b9 01 | ..H..u.L.5.5.../...A..b......... |
| 239c0 | 00 00 00 ff 15 97 ad 02 00 48 8b e8 48 85 c0 75 08 41 bf 1f 62 00 00 eb 32 48 8b 05 28 3c 08 00 | .........H..H..u.A..b...2H..(<.. |
| 239e0 | 49 8b d6 48 ff 00 48 8b 4d 18 48 8b 05 17 3c 08 00 48 89 01 48 8b cd ff 15 5b ad 02 00 48 8b d8 | I..H..H.M.H...<..H..H....[...H.. |
| 23a00 | 48 85 c0 75 38 41 bf 24 62 00 00 bb 2f 12 00 00 4c 8b 35 41 35 03 00 48 8b 44 24 20 48 85 c0 0f | H..u8A.$b.../...L.5A5..H.D$.H... |
| 23a20 | 84 b2 00 00 00 48 83 28 01 0f 85 a8 00 00 00 48 8b c8 ff 15 d0 af 02 00 e9 9a 00 00 00 48 83 6d | .....H.(.......H.............H.m |
| 23a40 | 00 01 75 09 48 8b cd ff 15 bb af 02 00 49 83 2e 01 75 09 49 8b ce ff 15 ac af 02 00 4c 8b 74 24 | ..u.H........I...u.I........L.t$ |
| 23a60 | 28 4d 8b c5 48 89 5c 24 50 49 8b d6 48 8b cb ff 15 c3 ae 02 00 85 c0 79 14 4c 8b 35 d8 34 03 00 | (M..H.\$PI..H..........y.L.5.4.. |
| 23a80 | bb 30 12 00 00 41 bf 34 62 00 00 eb 5f 48 8b cb ff 15 5a ae 02 00 48 8b e8 48 85 c0 75 14 4c 8b | .0...A.4b..._H....Z...H..H..u.L. |
| 23aa0 | 35 b3 34 03 00 bb 31 12 00 00 41 bf 3e 62 00 00 eb 3a 48 8b d5 49 8b cf e8 a3 9f fe ff 48 8b d8 | 5.4...1...A.>b...:H..I.......H.. |
| 23ac0 | 48 85 c0 75 4d bb 31 12 00 00 41 bf 40 62 00 00 4c 8b 35 81 34 03 00 48 85 ed 74 10 48 83 6d 00 | H..uM.1...A.@b..L.5.4..H..t.H.m. |
| 23ae0 | 01 75 09 48 8b cd ff 15 1c af 02 00 4d 8b ce 48 8d 0d 22 0c 08 00 44 8b c3 41 8b d7 e8 5f 7d fe | .u.H........M..H.."...D..A..._}. |
| 23b00 | ff 4c 8b 7c 24 38 4c 8b 74 24 28 4c 8b 6c 24 30 eb 13 48 83 6d 00 01 75 09 48 8b cd ff 15 e6 ae | .L.|$8L.t$(L.l$0..H.m..u.H...... |
| 23b20 | 02 00 4c 8b e3 48 8b bc 24 d0 00 00 00 48 8b b4 24 d8 00 00 00 48 8b ac 24 e0 00 00 00 48 8b 9c | ..L..H..$....H..$....H..$....H.. |
| 23b40 | 24 18 01 00 00 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 af ae 02 00 4c 8b bc 24 c0 00 00 | $....M..t.I./.u.I........L..$... |
| 23b60 | 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 92 ae 02 00 48 8b 44 24 50 4c 8b ac 24 c8 | .M..t.I.m..u.I........H.D$PL..$. |
| 23b80 | 00 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 71 ae 02 00 4d 85 f6 74 0f 49 83 2e 01 | ...H..t.H.(.u.H....q...M..t.I... |
| 23ba0 | 75 09 49 8b ce ff 15 5d ae 02 00 49 8b c4 48 8b 8c 24 b8 00 00 00 48 33 cc e8 12 3d fe ff 48 81 | u.I....]...I..H..$....H3...=..H. |
| 23bc0 | c4 e8 00 00 00 41 5e 41 5c c3 cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 | .....A^A\.......H.\$.H.l$.H.t$.W |
| 23be0 | 41 54 41 55 41 56 41 57 48 83 ec 50 48 8b 3d c5 3d 08 00 45 33 e4 48 8b 5a 10 4d 8b f8 4c 89 64 | ATAUAVAWH..PH.=.=..E3.H.Z.M..L.d |
| 23c00 | 24 40 4c 8b f2 48 89 7c 24 48 4c 8b e9 41 8b f4 48 8b c3 4d 85 c0 0f 84 e5 00 00 00 48 85 db 74 | $@L..H.|$HL..A..H..M........H..t |
| 23c20 | 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 e4 00 00 00 48 8b 7a 20 48 89 7c 24 48 48 8b 72 18 48 89 | "H...t.H.........H.z.H.|$HH.r.H. |
| 23c40 | 74 24 40 49 8b cf ff 15 c4 ae 02 00 48 8b e8 48 8b c3 48 85 db 74 08 48 83 f8 01 74 26 eb 51 48 | t$@I........H..H..H..t.H...t&.QH |
| 23c60 | 8b 15 3a 2c 08 00 49 8b cf 4c 8b 42 18 ff 15 95 ab 02 00 48 89 44 24 40 48 8b f0 48 85 c0 74 7b | ..:,..I..L.B.......H.D$@H..H..t{ |
| 23c80 | 48 ff cd 48 85 ed 0f 8e 13 01 00 00 48 8b 15 e5 36 08 00 49 8b cf 4c 8b 42 18 ff 15 68 ab 02 00 | H..H........H...6..I..L.B...h... |
| 23ca0 | 48 85 c0 74 0b 48 8b f8 48 89 44 24 48 48 ff cd 48 85 ed 0f 8e e6 00 00 00 48 8d 05 c8 0a 08 00 | H..t.H..H.D$HH..H........H...... |
| 23cc0 | 49 8b cf 48 89 44 24 28 4c 8d 4c 24 40 48 8d 15 7c d9 07 00 48 89 5c 24 20 e8 d2 b7 fe ff 85 c0 | I..H.D$(L.L$@H..|...H.\$........ |
| 23ce0 | 79 0a ba 43 60 00 00 e9 8e 00 00 00 48 8b 7c 24 48 48 8b 74 24 40 e9 a4 00 00 00 49 8b 5e 10 eb | y..C`.......H.|$HH.t$@.....I.^.. |
| 23d00 | 14 48 83 e8 01 0f 84 90 00 00 00 48 83 f8 01 0f 84 82 00 00 00 48 83 fb 01 48 89 5c 24 30 48 8d | .H.........H.........H...H.\$0H. |
| 23d20 | 0d f3 46 08 00 41 0f 9d c4 48 8d 05 bc db 07 00 48 0f 4c c1 4c 8d 0d 3d e8 07 00 49 ff c4 48 89 | ..F..A...H......H.L.L..=...I..H. |
| 23d40 | 44 24 28 48 83 fb 01 4c 89 64 24 20 48 8d 0d 1d e8 07 00 4c 0f 4d c9 4c 8d 05 1a 0a 08 00 48 8b | D$(H...L.d$.H......L.M.L......H. |
| 23d60 | 0d 43 ab 02 00 48 8d 15 bc e7 07 00 48 8b 09 ff 15 0b ad 02 00 ba 53 60 00 00 4c 8b 0d d7 31 03 | .C...H......H.........S`..L...1. |
| 23d80 | 00 48 8d 0d c0 09 08 00 41 b8 ec 11 00 00 e8 cd 7a fe ff 33 c0 eb 16 48 8b 7a 20 48 8b 72 18 4c | .H......A.......z..3...H.z.H.r.L |
| 23da0 | 8b c7 48 8b d6 49 8b cd e8 13 e9 ff ff 4c 8d 5c 24 50 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b | ..H..I.......L.\$PI.[0I.k8I.s@I. |
| 23dc0 | e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .A_A^A]A\_...................... |
| 23de0 | 4c 8b dc 55 57 49 8d 6b a8 48 81 ec 48 01 00 00 48 8b 05 69 76 05 00 48 33 c4 48 89 45 18 48 ff | L..UWI.k.H..H...H..iv..H3.H.E.H. |
| 23e00 | 02 33 ff 49 ff 00 49 89 5b 20 49 89 73 e8 48 8b f1 4d 89 63 e0 4d 8b e0 4d 89 6b d8 4c 8b ea 4d | .3.I..I.[.I.s.H..M.c.M..M.k.L..M |
| 23e20 | 89 73 d0 48 89 4d 80 48 8b ca 4d 89 7b c8 44 8b ff 4c 89 45 a0 48 89 7d 88 48 89 7c 24 50 48 89 | .s.H.M.H..M.{.D..L.E.H.}.H.|$PH. |
| 23e40 | 7c 24 40 48 89 7c 24 48 48 89 7c 24 58 48 89 7c 24 68 48 89 7c 24 70 48 89 7c 24 60 ff 15 36 ab | |$@H.|$HH.|$XH.|$hH.|$pH.|$`..6. |
| 23e60 | 02 00 48 89 44 24 78 4c 8b f0 48 83 f8 ff 75 10 bb aa 11 00 00 41 be 8d 5b 00 00 e9 2a 25 00 00 | ..H.D$xL..H...u......A..[...*%.. |
| 23e80 | 48 8b 15 69 44 08 00 49 8b 4d 08 e8 c0 8d fe ff 85 c0 0f 84 48 04 00 00 48 8b 05 a9 3c 08 00 48 | H..iD..I.M..........H...H...<..H |
| 23ea0 | 8b 48 18 48 39 0d f6 43 08 00 75 26 48 8b 05 c5 3b 08 00 48 85 c0 74 0c 48 ff 00 48 8b 05 b6 3b | .H.H9..C..u&H...;..H..t.H..H...; |
| 23ec0 | 08 00 eb 28 48 8b 0d 05 2b 08 00 e8 10 bb fe ff eb 1a 48 8b 0d f7 2a 08 00 4c 8d 05 98 3b 08 00 | ...(H...+.........H...*..L...;.. |
| 23ee0 | 48 8d 15 b9 43 08 00 e8 04 aa fe ff 48 89 44 24 40 48 3b c7 75 10 bb b0 11 00 00 41 be a2 5b 00 | H...C.......H.D$@H;.u......A..[. |
| 23f00 | 00 e9 a4 24 00 00 48 8b 05 3b 3c 08 00 48 8b 48 18 48 39 0d d0 3c 08 00 75 26 48 8b 05 4f 3a 08 | ...$..H..;<..H.H.H9..<..u&H..O:. |
| 23f20 | 00 48 85 c0 74 0c 48 ff 00 48 8b 05 40 3a 08 00 eb 28 48 8b 0d 1f 2a 08 00 e8 a2 ba fe ff eb 1a | .H..t.H..H..@:...(H...*......... |
| 23f40 | 48 8b 0d 11 2a 08 00 4c 8d 05 22 3a 08 00 48 8d 15 93 3c 08 00 e8 96 a9 fe ff 48 89 44 24 48 48 | H...*..L..":..H...<.......H.D$HH |
| 23f60 | 3b c7 75 10 bb b0 11 00 00 41 be a4 5b 00 00 e9 36 24 00 00 4c 8b 44 24 48 48 8b 15 48 35 08 00 | ;.u......A..[...6$..L.D$HH..H5.. |
| 23f80 | 49 8b 40 08 4c 8b 88 90 00 00 00 4d 85 c9 74 08 49 8b c8 41 ff d1 eb 0b 48 8b 4c 24 48 ff 15 d5 | I.@.L......M..t.I..A....H.L$H... |
| 23fa0 | ab 02 00 48 89 44 24 58 48 85 c0 75 10 bb b0 11 00 00 41 be a6 5b 00 00 e9 ed 23 00 00 48 8b 4c | ...H.D$XH..u......A..[....#..H.L |
| 23fc0 | 24 48 48 83 29 01 75 06 ff 15 3a aa 02 00 48 8b 4c 24 58 48 8b 05 5e aa 02 00 48 89 7c 24 48 48 | $HH.).u...:...H.L$XH..^...H.|$HH |
| 23fe0 | 39 41 08 75 47 48 8b 51 18 48 89 54 24 48 48 85 d2 74 39 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c | 9A.uGH.Q.H.T$HH..t9H.A.H..H..H.L |
| 24000 | 24 58 48 89 44 24 58 48 83 29 01 75 06 ff 15 f5 a9 02 00 48 8b 54 24 48 48 8b 4c 24 58 48 85 d2 | $XH.D$XH.).u.......H.T$HH.L$XH.. |
| 24020 | 74 0a 4d 8b c5 e8 66 ab fe ff eb 08 49 8b d5 e8 8c ac fe ff 48 8b 4c 24 48 4c 8b f8 48 85 c9 74 | t.M...f.....I.......H.L$HL..H..t |
| 24040 | 0c 48 83 29 01 75 06 ff 15 bb a9 02 00 48 89 7c 24 48 4d 85 ff 75 10 bb b0 11 00 00 41 be b5 5b | .H.).u.......H.|$HM..u......A..[ |
| 24060 | 00 00 e9 43 23 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 90 a9 02 00 4c 8b 54 24 40 48 8b d7 | ...C#..H.L$XH.).u.......L.T$@H.. |
| 24080 | 48 8b 05 b1 a9 02 00 8b df 48 89 54 24 58 49 39 42 08 75 3d 49 8b 52 18 48 89 54 24 58 48 85 d2 | H........H.T$XI9B.u=I.R.H.T$XH.. |
| 240a0 | 74 2f 49 8b 42 10 48 ff 02 48 ff 00 48 8b 4c 24 40 48 89 44 24 40 48 83 29 01 75 06 ff 15 46 a9 | t/I.B.H..H..H.L$@H.D$@H.).u...F. |
| 240c0 | 02 00 4c 8b 54 24 40 bb 01 00 00 00 48 8b 54 24 58 49 8b 4a 08 48 3b 0d 9c ab 02 00 75 7c 48 89 | ..L.T$@.....H.T$XI.J.H;.....u|H. |
| 240e0 | 55 a8 44 8d 43 02 8b c3 48 8d 55 b0 48 c1 e0 03 45 33 c9 48 2b d0 4c 89 65 b0 49 8b ca 4c 89 7d | U.D.C...H.U.H...E3.H+.L.e.I..L.} |
| 24100 | b8 e8 da ae fe ff 48 89 44 24 50 48 85 c0 75 17 48 8b 35 41 2e 03 00 bb b0 11 00 00 41 be c7 5b | ......H.D$PH..u.H.5A........A..[ |
| 24120 | 00 00 e9 a0 22 00 00 48 8b 4c 24 58 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 cb a8 02 00 48 89 7c | ...."..H.L$XH..t.H.).u.......H.| |
| 24140 | 24 58 49 83 2f 01 0f 85 61 01 00 00 49 8b cf ff 15 b3 a8 02 00 e9 53 01 00 00 48 8b 05 77 ab 02 | $XI./...a...I.........S...H..w.. |
| 24160 | 00 48 3b c8 74 1b 48 8b d0 ff 15 b9 a8 02 00 85 c0 0f 84 95 00 00 00 4c 8b 54 24 40 48 8b 54 24 | .H;.t.H................L.T$@H.T$ |
| 24180 | 58 49 8b 42 10 8b 48 10 83 e1 8d 81 f9 80 00 00 00 75 79 48 89 55 c0 44 8d 43 02 8b c3 48 8d 55 | XI.B..H..........uyH.U.D.C...H.U |
| 241a0 | c8 48 c1 e0 03 49 8b ca 48 2b d0 4c 89 65 c8 4c 89 7d d0 e8 d8 ac fe ff 48 89 44 24 50 48 85 c0 | .H...I..H+.L.e.L.}......H.D$PH.. |
| 241c0 | 75 17 48 8b 35 8f 2d 03 00 bb b0 11 00 00 41 be d0 5b 00 00 e9 ee 21 00 00 48 8b 4c 24 58 48 85 | u.H.5.-.......A..[....!..H.L$XH. |
| 241e0 | c9 74 0c 48 83 29 01 75 06 ff 15 19 a8 02 00 48 89 7c 24 58 49 83 2f 01 0f 85 af 00 00 00 49 8b | .t.H.).u.......H.|$XI./.......I. |
| 24200 | cf ff 15 01 a8 02 00 e9 a1 00 00 00 8d 4b 02 ff 15 23 a9 02 00 48 89 44 24 48 48 85 c0 75 10 bb | .............K...#...H.D$HH..u.. |
| 24220 | b0 11 00 00 41 be d7 5b 00 00 e9 7b 21 00 00 48 8b 4c 24 58 48 85 c9 74 0e 48 8b 44 24 48 48 89 | ....A..[...{!..H.L$XH..t.H.D$HH. |
| 24240 | 48 18 48 89 7c 24 58 48 8b 44 24 48 45 33 c0 49 ff 04 24 8b cb 4c 89 64 c8 18 48 8b 44 24 48 4c | H.H.|$XH.D$HE3.I..$..L.d..H.D$HL |
| 24260 | 89 7c c8 20 4c 8b ff 48 8b 54 24 48 48 8b 4c 24 40 e8 0a b1 fe ff 48 89 44 24 50 48 85 c0 75 17 | .|..L..H.T$HH.L$@.....H.D$PH..u. |
| 24280 | 48 8b 35 d1 2c 03 00 bb b0 11 00 00 41 be e2 5b 00 00 e9 30 21 00 00 48 8b 4c 24 48 48 83 29 01 | H.5.,.......A..[...0!..H.L$HH.). |
| 242a0 | 75 06 ff 15 60 a7 02 00 48 89 7c 24 48 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 4a a7 02 00 49 8b | u...`...H.|$HH.L$@H.).u...J...I. |
| 242c0 | cc 48 89 7c 24 40 4c 8b 64 24 50 4c 89 65 a0 48 83 29 01 75 06 ff 15 2d a7 02 00 48 89 7c 24 50 | .H.|$@L.d$PL.e.H.).u...-...H.|$P |
| 242e0 | 49 8b 45 08 8b df 48 8b 15 03 40 08 00 48 3b c2 0f 94 c3 0f 85 9b 01 00 00 4c 8b 80 90 00 00 00 | I.E...H...@..H;..........L...... |
| 24300 | 49 8b cd 48 8b 15 be 31 08 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 5e a8 02 00 48 89 44 24 50 48 | I..H...1..M..t.A......^...H.D$PH |
| 24320 | 85 c0 75 10 bb b2 11 00 00 41 be 01 5c 00 00 e9 73 20 00 00 48 8b 15 4d 3d 08 00 45 33 c9 48 8b | ..u......A..\...s...H..M=..E3.H. |
| 24340 | c8 45 8d 41 01 e8 86 a1 fe ff 48 89 44 24 40 48 85 c0 75 10 bb b2 11 00 00 41 be 03 5c 00 00 e9 | .E.A......H.D$@H..u......A..\... |
| 24360 | 43 20 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 93 a6 02 00 4c 8b 44 24 40 8b df 4c 3b 05 8d | C...H.L$PH.).u.......L.D$@..L;.. |
| 24380 | a5 02 00 8b cf 8b c7 48 89 7c 24 50 0f 94 c3 4c 3b 05 c2 a6 02 00 0f 94 c1 4c 3b 05 a8 a7 02 00 | .......H.|$P...L;........L;..... |
| 243a0 | 0f 94 c0 0b c8 0b cb 75 0b 49 8b c8 ff 15 0e a5 02 00 8b d8 85 db 79 10 bb b2 11 00 00 41 be 06 | .......u.I............y......A.. |
| 243c0 | 5c 00 00 e9 df 1f 00 00 4c 8b 44 24 40 49 83 28 01 75 09 49 8b c8 ff 15 2c a6 02 00 48 89 7c 24 | \.......L.D$@I.(.u.I....,...H.|$ |
| 243e0 | 40 85 db 0f 84 d4 00 00 00 49 8b 45 08 49 8b cd 48 8b 15 b1 29 08 00 4c 8b 80 90 00 00 00 4d 85 | @........I.E.I..H...)..L......M. |
| 24400 | c0 74 05 41 ff d0 eb 06 ff 15 6a a7 02 00 48 89 44 24 40 48 8b d0 48 85 c0 75 10 bb b2 11 00 00 | .t.A......j...H.D$@H..H..u...... |
| 24420 | 41 be 0d 5c 00 00 e9 7c 1f 00 00 48 3b 15 de a4 02 00 8b df 8b cf 8b c7 0f 94 c3 48 3b 15 06 a7 | A..\...|...H;..............H;... |
| 24440 | 02 00 0f 94 c1 48 3b 15 0c a6 02 00 0f 94 c0 0b c8 0b cb 75 0b 48 8b ca ff 15 62 a4 02 00 8b d8 | .....H;............u.H....b..... |
| 24460 | 85 db 79 10 bb b2 11 00 00 41 be 0f 5c 00 00 e9 33 1f 00 00 4c 8b 44 24 40 49 83 28 01 75 09 49 | ..y......A..\...3...L.D$@I.(.u.I |
| 24480 | 8b c8 ff 15 80 a5 02 00 48 8b 15 61 3e 08 00 48 89 7c 24 40 85 db 74 2c 4c 3b 2d a9 a6 02 00 74 | ........H..a>..H.|$@..t,L;-....t |
| 244a0 | 5a 49 8b cd e8 e7 94 fe ff 85 c0 75 4e bb b6 11 00 00 41 be 1c 5c 00 00 e9 ea 1e 00 00 48 8b 15 | ZI.........uN.....A..\.......H.. |
| 244c0 | 2c 3e 08 00 49 8b 4d 08 e8 83 87 fe ff 85 c0 0f 84 c9 16 00 00 49 8b 45 08 49 8b cd 48 8b 15 c5 | ,>..I.M..............I.E.I..H... |
| 244e0 | 28 08 00 4c 8b 80 90 00 00 00 4d 85 c0 0f 84 f0 08 00 00 41 ff d0 e9 ee 08 00 00 49 8b 45 10 49 | (..L......M........A.......I.E.I |
| 24500 | 8b cd 48 8b 15 27 2c 08 00 48 89 45 98 49 8b 45 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 | ..H..',..H.E.I.E.L......M..t.A.. |
| 24520 | eb 06 ff 15 50 a6 02 00 48 89 44 24 40 48 85 c0 75 10 bb b7 11 00 00 41 be 26 5c 00 00 e9 65 1e | ....P...H.D$@H..u......A.&\...e. |
| 24540 | 00 00 45 33 c9 89 7c 24 20 45 33 c0 33 d2 48 8b c8 e8 0a 97 fe ff 48 89 44 24 50 48 85 c0 75 1a | ..E3..|$.E3.3.H.......H.D$PH..u. |
| 24560 | 48 8b 35 f1 29 03 00 bb b7 11 00 00 41 be 28 5c 00 00 4c 8b ff e9 4d 1e 00 00 48 8b 4c 24 40 48 | H.5.).......A.(\..L...M...H.L$@H |
| 24580 | 83 29 01 75 06 ff 15 7d a4 02 00 48 8b 4c 24 50 48 89 7c 24 40 e8 a6 4d fe ff 48 89 45 90 48 8b | .).u...}...H.L$PH.|$@..M..H.E.H. |
| 245a0 | f0 48 83 f8 ff 75 1b ff 15 7b a6 02 00 48 85 c0 74 10 bb b7 11 00 00 41 be 2b 5c 00 00 e9 e5 1d | .H...u...{...H..t......A.+\..... |
| 245c0 | 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 35 a4 02 00 49 8b 45 08 49 8b cd 48 8b 15 9f 22 08 | ..H.L$PH.).u...5...I.E.I..H...". |
| 245e0 | 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 80 a5 02 00 48 89 44 24 50 48 8b c8 | .L......M..t.A..........H.D$PH.. |
| 24600 | 48 85 c0 75 10 bb b8 11 00 00 41 be 36 5c 00 00 e9 92 1d 00 00 48 8b 41 08 48 8b 15 68 2b 08 00 | H..u......A.6\.......H.A.H..h+.. |
| 24620 | 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 41 a5 02 00 48 89 44 24 40 48 85 c0 75 | L......M..t.A......A...H.D$@H..u |
| 24640 | 10 bb b8 11 00 00 41 be 38 5c 00 00 e9 56 1d 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 a6 a3 | ......A.8\...V...H.L$PH.).u..... |
| 24660 | 02 00 48 8b 4c 24 40 48 89 7c 24 50 e8 cf 4c fe ff 4c 8b f0 48 83 f8 ff 75 1b ff 15 a8 a5 02 00 | ..H.L$@H.|$P..L..L..H...u....... |
| 24680 | 48 85 c0 74 10 bb b8 11 00 00 41 be 3b 5c 00 00 e9 12 1d 00 00 48 8b 4c 24 40 48 83 29 01 75 06 | H..t......A.;\.......H.L$@H.).u. |
| 246a0 | ff 15 62 a3 02 00 48 8b 05 9b 34 08 00 48 8b 48 18 48 39 0d e0 37 08 00 75 26 48 8b 05 8f 37 08 | ..b...H...4..H.H.H9..7..u&H...7. |
| 246c0 | 00 48 85 c0 74 0c 48 ff 00 48 8b 05 80 37 08 00 eb 28 48 8b 0d 7f 22 08 00 e8 02 b3 fe ff eb 1a | .H..t.H..H...7...(H..."......... |
| 246e0 | 48 8b 0d 71 22 08 00 4c 8d 05 62 37 08 00 48 8d 15 a3 37 08 00 e8 f6 a1 fe ff 48 89 44 24 40 48 | H..q"..L..b7..H...7.......H.D$@H |
| 24700 | 3b c7 75 10 bb bd 11 00 00 41 be 46 5c 00 00 e9 93 1c 00 00 4c 8b 44 24 40 48 8b 15 98 2d 08 00 | ;.u......A.F\.......L.D$@H...-.. |
| 24720 | 49 8b 40 08 4c 8b 88 90 00 00 00 4d 85 c9 74 08 49 8b c8 41 ff d1 eb 0b 48 8b 4c 24 40 ff 15 35 | I.@.L......M..t.I..A....H.L$@..5 |
| 24740 | a4 02 00 48 89 44 24 50 48 85 c0 75 10 bb bd 11 00 00 41 be 48 5c 00 00 e9 4a 1c 00 00 48 8b 4c | ...H.D$PH..u......A.H\...J...H.L |
| 24760 | 24 40 48 83 29 01 75 06 ff 15 9a a2 02 00 49 8b ce e8 ca 4a fe ff 48 89 44 24 40 48 85 c0 75 10 | $@H.).u.......I....J..H.D$@H..u. |
| 24780 | bb bd 11 00 00 41 be 4b 5c 00 00 e9 17 1c 00 00 b9 01 00 00 00 ff 15 9d a3 02 00 48 89 44 24 48 | .....A.K\..................H.D$H |
| 247a0 | 48 85 c0 75 10 bb bd 11 00 00 41 be 4d 5c 00 00 e9 f2 1b 00 00 48 8b 44 24 48 48 8b 4c 24 40 48 | H..u......A.M\.......H.D$HH.L$@H |
| 247c0 | 89 48 18 ff 15 1f a0 02 00 48 89 44 24 40 48 85 c0 75 10 bb bd 11 00 00 41 be 52 5c 00 00 e9 c4 | .H.......H.D$@H..u......A.R\.... |
| 247e0 | 1b 00 00 48 8b 05 5e 33 08 00 48 8b 48 18 48 39 0d 03 36 08 00 75 26 48 8b 05 92 3a 08 00 48 85 | ...H..^3..H.H.H9..6..u&H...:..H. |
| 24800 | c0 74 0c 48 ff 00 4c 8b 3d 83 3a 08 00 eb 2b 48 8b 0d 42 21 08 00 e8 c5 b1 fe ff eb 1a 48 8b 0d | .t.H..L.=.:...+H..B!.........H.. |
| 24820 | 34 21 08 00 4c 8d 05 65 3a 08 00 48 8d 15 c6 35 08 00 e8 b9 a0 fe ff 4c 8b f8 4d 85 ff 75 10 bb | 4!..L..e:..H...5.......L..M..u.. |
| 24840 | bd 11 00 00 41 be 54 5c 00 00 e9 5b 1b 00 00 49 8b 47 08 49 8b cf 48 8b 15 53 2a 08 00 4c 8b 80 | ....A.T\...[...I.G.I..H..S*..L.. |
| 24860 | 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 04 a3 02 00 48 89 44 24 58 48 85 c0 75 10 bb bd | ....M..t.A..........H.D$XH..u... |
| 24880 | 11 00 00 41 be 56 5c 00 00 e9 1c 1b 00 00 49 83 2f 01 75 09 49 8b cf ff 15 6b a1 02 00 4c 8b 44 | ...A.V\.......I./.u.I....k...L.D |
| 248a0 | 24 58 4c 8b ff 48 8b 15 d4 1f 08 00 48 8b 4c 24 40 ff 15 29 9f 02 00 85 c0 79 10 bb bd 11 00 00 | $XL..H......H.L$@..).....y...... |
| 248c0 | 41 be 59 5c 00 00 e9 df 1a 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 2c a1 02 00 4c 8b 44 24 | A.Y\.......H.L$XH.).u...,...L.D$ |
| 248e0 | 40 48 8b 54 24 48 48 8b 4c 24 50 e8 90 aa fe ff 48 89 44 24 58 48 85 c0 75 10 bb bd 11 00 00 41 | @H.T$HH.L$P.....H.D$XH..u......A |
| 24900 | be 5b 5c 00 00 e9 a0 1a 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 ed a0 02 00 48 8b 4c 24 48 | .[\.......H.L$PH.).u.......H.L$H |
| 24920 | 48 89 7c 24 50 48 83 29 01 75 06 ff 15 d7 a0 02 00 48 8b 4c 24 40 48 89 7c 24 48 48 83 29 01 75 | H.|$PH.).u.......H.L$@H.|$HH.).u |
| 24940 | 06 ff 15 c1 a0 02 00 4c 8b 64 24 58 4c 3b 25 f5 a1 02 00 48 89 7c 24 40 4c 89 65 88 48 89 7c 24 | .......L.d$XL;%....H.|$@L.e.H.|$ |
| 24960 | 58 74 23 48 8b 15 86 39 08 00 49 8b cc e8 1e 90 fe ff 85 c0 75 10 bb be 11 00 00 41 be 6a 5c 00 | Xt#H...9..I.........u......A.j\. |
| 24980 | 00 e9 24 1a 00 00 49 8b 45 08 49 8b cd 4d 8b 64 24 10 48 8b 15 e7 1e 08 00 4c 8b 80 90 00 00 00 | ..$...I.E.I..M.d$.H......L...... |
| 249a0 | 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 c8 a1 02 00 48 89 44 24 58 48 8b c8 48 85 c0 75 10 bb bf 11 | M..t.A..........H.D$XH..H..u.... |
| 249c0 | 00 00 41 be 74 5c 00 00 e9 dd 19 00 00 48 8b 41 08 48 8b 15 30 1f 08 00 4c 8b 80 90 00 00 00 4d | ..A.t\.......H.A.H..0...L......M |
| 249e0 | 85 c0 74 05 41 ff d0 eb 06 ff 15 89 a1 02 00 48 89 44 24 40 48 85 c0 75 10 bb bf 11 00 00 41 be | ..t.A..........H.D$@H..u......A. |
| 24a00 | 76 5c 00 00 e9 a1 19 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 ee 9f 02 00 4c 8b 44 24 40 8b | v\.......H.L$XH.).u.......L.D$@. |
| 24a20 | df 4c 3b 05 e8 9e 02 00 8b cf 8b c7 48 89 7c 24 58 0f 94 c3 4c 3b 05 1d a0 02 00 0f 94 c1 4c 3b | .L;.........H.|$X...L;........L; |
| 24a40 | 05 03 a1 02 00 0f 94 c0 0b c8 0b cb 75 0b 49 8b c8 ff 15 69 9e 02 00 8b d8 85 db 79 10 bb bf 11 | ............u.I....i.......y.... |
| 24a60 | 00 00 41 be 79 5c 00 00 e9 3d 19 00 00 4c 8b 44 24 40 49 83 28 01 75 09 49 8b c8 ff 15 87 9f 02 | ..A.y\...=...L.D$@I.(.u.I....... |
| 24a80 | 00 48 8b 15 28 24 08 00 48 89 7c 24 40 85 db 0f 84 9e 01 00 00 48 8b 4d 80 48 8b 89 c8 00 00 00 | .H..($..H.|$@........H.M.H...... |
| 24aa0 | e8 6b 91 02 00 48 8b d8 48 85 c0 75 10 bb c0 11 00 00 41 be 85 5c 00 00 e9 ed 18 00 00 48 8b 45 | .k...H..H..u......A..\.......H.E |
| 24ac0 | 80 48 8b 15 60 29 08 00 48 8b 88 c8 00 00 00 e8 3c 91 02 00 48 89 44 24 58 48 8b c8 48 85 c0 75 | .H..`)..H.......<...H.D$XH..H..u |
| 24ae0 | 0b 41 be 87 5c 00 00 e9 83 00 00 00 48 8b 05 45 9f 02 00 48 39 41 08 75 44 48 8b 51 18 48 89 54 | .A..\.......H..E...H9A.uDH.Q.H.T |
| 24b00 | 24 48 48 85 d2 74 36 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c 24 58 48 89 44 24 58 48 83 29 01 75 | $HH..t6H.A.H..H..H.L$XH.D$XH.).u |
| 24b20 | 06 ff 15 e1 9e 02 00 48 8b 54 24 48 48 8b 4c 24 58 48 85 d2 74 07 e8 85 a1 fe ff eb 05 e8 7e a3 | .......H.T$HH.L$XH..t.........~. |
| 24b40 | fe ff 48 8b 4c 24 48 48 89 44 24 40 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 ab 9e 02 00 48 89 7c | ..H.L$HH.D$@H..t.H.).u.......H.| |
| 24b60 | 24 48 48 39 7c 24 40 75 26 41 be 95 5c 00 00 48 8b 35 e2 23 03 00 48 83 2b 01 75 09 48 8b cb ff | $HH9|$@u&A..\..H.5.#..H.+.u.H... |
| 24b80 | 15 83 9e 02 00 bb c0 11 00 00 e9 22 18 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 68 9e 02 00 | ..........."...H.L$XH.).u...h... |
| 24ba0 | 48 8b 4c 24 40 48 89 7c 24 58 48 83 29 01 75 06 ff 15 52 9e 02 00 48 8b 4d 80 48 83 c1 18 48 89 | H.L$@H.|$XH.).u...R...H.M.H...H. |
| 24bc0 | 7c 24 40 49 83 fe 08 75 00 48 8b 55 98 4d 8b ce 4c 89 64 24 30 41 b8 01 00 00 00 48 89 54 24 28 | |$@I...u.H.U.M..L.d$0A.....H.T$( |
| 24be0 | 48 8b 54 24 78 48 89 74 24 20 e8 f1 8d 02 00 48 8b 15 2a 35 08 00 45 33 c0 48 8b cb e8 7f a7 fe | H.T$xH.t$......H..*5..E3.H...... |
| 24c00 | ff 48 89 44 24 60 48 83 2b 01 75 09 48 8b cb ff 15 f3 9d 02 00 48 8b 4c 24 60 48 85 c9 0f 85 65 | .H.D$`H.+.u.H........H.L$`H....e |
| 24c20 | 0f 00 00 bb c0 11 00 00 41 be b6 5c 00 00 e9 77 17 00 00 48 8b 75 80 48 8b 8e c8 00 00 00 e8 cd | ........A..\...w...H.u.H........ |
| 24c40 | 8f 02 00 48 8b d8 48 85 c0 75 10 bb c5 11 00 00 41 be d8 5c 00 00 e9 4f 17 00 00 48 8b 15 c6 27 | ...H..H..u......A..\...O...H...' |
| 24c60 | 08 00 48 8b 8e c8 00 00 00 e8 a2 8f 02 00 48 89 44 24 58 48 8b c8 48 85 c0 75 0b 41 be da 5c 00 | ..H...........H.D$XH..H..u.A..\. |
| 24c80 | 00 e9 83 00 00 00 48 8b 05 ab 9d 02 00 48 39 41 08 75 44 48 8b 51 18 48 89 54 24 48 48 85 d2 74 | ......H......H9A.uDH.Q.H.T$HH..t |
| 24ca0 | 36 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c 24 58 48 89 44 24 58 48 83 29 01 75 06 ff 15 47 9d 02 | 6H.A.H..H..H.L$XH.D$XH.).u...G.. |
| 24cc0 | 00 48 8b 54 24 48 48 8b 4c 24 58 48 85 d2 74 07 e8 eb 9f fe ff eb 05 e8 e4 a1 fe ff 48 8b 4c 24 | .H.T$HH.L$XH..t.............H.L$ |
| 24ce0 | 48 48 89 44 24 40 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 11 9d 02 00 48 89 7c 24 48 48 39 7c 24 | HH.D$@H..t.H.).u.......H.|$HH9|$ |
| 24d00 | 40 75 26 41 be e8 5c 00 00 48 8b 35 48 22 03 00 48 83 2b 01 75 09 48 8b cb ff 15 e9 9c 02 00 bb | @u&A..\..H.5H"..H.+.u.H......... |
| 24d20 | c5 11 00 00 e9 88 16 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 ce 9c 02 00 48 8b 4c 24 40 48 | .........H.L$XH.).u.......H.L$@H |
| 24d40 | 89 7c 24 58 48 83 29 01 75 06 ff 15 b8 9c 02 00 48 89 7c 24 40 ff 15 9d 9e 02 00 48 8b 4d 80 48 | .|$XH.).u.......H.|$@......H.M.H |
| 24d60 | 8b f0 48 8b 45 90 48 83 c1 18 49 83 fe 08 75 00 48 8b 55 98 4d 8b ce 4c 89 64 24 30 41 b8 01 00 | ..H.E.H...I...u.H.U.M..L.d$0A... |
| 24d80 | 00 00 48 89 54 24 28 48 8b 54 24 78 48 89 44 24 20 e8 4a 8c 02 00 48 8b ce ff 15 19 9c 02 00 48 | ..H.T$(H.T$xH.D$..J...H........H |
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| 25b80 | 88 fe ff e9 35 0b 00 00 48 83 29 01 75 06 ff 15 74 8e 02 00 48 89 7c 24 60 e9 1f 0b 00 00 48 8b | ....5...H.).u...t...H.|$`.....H. |
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| 25c00 | 13 03 00 bb da 11 00 00 41 be cf 5e 00 00 4c 8b ff e9 b1 07 00 00 48 8b d0 49 8b cd ff 15 ee 8b | ........A..^..L.......H..I...... |
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| 25ca0 | 14 1a 08 00 48 8d 15 15 24 08 00 e8 40 8c fe ff 48 89 44 24 50 48 8b c8 48 85 c9 75 1a 48 8b 35 | ....H...$...@...H.D$PH..H..u.H.5 |
| 25cc0 | 94 12 03 00 bb dc 11 00 00 41 be dd 5e 00 00 4c 8b ff e9 f0 06 00 00 48 8b 41 08 48 8b 15 76 0b | .........A..^..L.......H.A.H..v. |
| 25ce0 | 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 7f 8e 02 00 48 89 44 24 58 48 85 | ..L......M..t.A..........H.D$XH. |
| 25d00 | c0 75 10 bb dc 11 00 00 41 be df 5e 00 00 e9 94 06 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 | .u......A..^.......H.L$PH.).u... |
| 25d20 | e4 8c 02 00 b9 03 00 00 00 ff 15 09 8e 02 00 48 89 44 24 50 48 85 c0 75 1a 48 8b 35 18 12 03 00 | ...............H.D$PH..u.H.5.... |
| 25d40 | bb dd 11 00 00 41 be ea 5e 00 00 4c 8b ff e9 74 06 00 00 48 8b 05 46 11 08 00 bb 7f 00 00 00 48 | .....A..^..L...t...H..F........H |
| 25d60 | ff 00 48 8b 4c 24 50 48 8b 05 32 11 08 00 48 89 41 18 49 8b 4d 08 48 8b 15 03 13 08 00 48 8b 41 | ..H.L$PH..2...H.A.I.M.H......H.A |
| 25d80 | 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 e0 8d 02 00 48 89 44 24 48 48 85 c0 | .L......M..t.A..........H.D$HH.. |
| 25da0 | 75 10 bb dd 11 00 00 41 be f2 5e 00 00 e9 f5 05 00 00 48 8b 48 08 48 3b 0d 33 8a 02 00 75 0a 48 | u......A..^.......H.H.H;.3...u.H |
| 25dc0 | ff 00 48 8b 44 24 48 eb 3b 48 8b 15 60 8c 02 00 48 3b ca 75 0b 48 8b c8 ff 92 88 00 00 00 eb 24 | ..H.D$H.;H..`...H;.u.H.........$ |
| 25de0 | 48 8b 15 61 8c 02 00 48 3b ca 48 8b c8 75 08 ff 92 88 00 00 00 eb 0d 48 8b 15 e2 1f 08 00 ff 15 | H..a...H;.H..u.........H........ |
| 25e00 | ec 8b 02 00 48 89 44 24 40 48 3b c7 75 10 bb dd 11 00 00 41 be f4 5e 00 00 e9 89 05 00 00 4c 8b | ....H.D$@H;.u......A..^.......L. |
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| 25e40 | 40 75 1f 83 e0 1c 83 f8 04 75 07 bb ff 00 00 00 eb 10 83 f8 08 bb ff ff 10 00 ba ff ff 00 00 0f | @u.......u...................... |
| 25e60 | 44 da 4c 8b 41 10 44 8b cb 48 8b 44 24 50 49 81 c0 d6 00 00 00 ba 03 00 00 00 48 89 48 20 48 8b | D.L.A.D..H.D$PI...........H.H.H. |
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| 25ec0 | 50 48 83 29 01 75 06 ff 15 3b 8b 02 00 b9 02 00 00 00 ff 15 60 8c 02 00 48 89 44 24 50 48 8b c8 | PH.).u...;..........`...H.D$PH.. |
| 25ee0 | 48 85 c0 75 1a 48 8b 35 6c 10 03 00 bb dc 11 00 00 41 be 0b 5f 00 00 4c 8b ff e9 c8 04 00 00 48 | H..u.H.5l........A.._..L.......H |
| 25f00 | 8b 44 24 40 48 89 41 18 48 8b 0d f9 24 08 00 48 ff 01 48 8b 44 24 50 48 89 48 20 ff 15 c7 88 02 | .D$@H.A.H...$..H..H.D$PH.H...... |
| 25f20 | 00 48 89 44 24 40 48 85 c0 75 10 bb e2 11 00 00 41 be 1b 5f 00 00 e9 6c 04 00 00 4c 8b 05 46 21 | .H.D$@H..u......A.._...l...L..F! |
| 25f40 | 08 00 48 8b 15 0f 10 08 00 48 8b 4c 24 40 ff 15 8c 88 02 00 85 c0 79 10 bb e2 11 00 00 41 be 1d | ..H......H.L$@........y......A.. |
| 25f60 | 5f 00 00 e9 3f 04 00 00 4c 8b 44 24 40 48 8b 54 24 50 48 8b 4c 24 58 e8 04 94 fe ff 48 89 44 24 | _...?...L.D$@H.T$PH.L$X.....H.D$ |
| 25f80 | 48 48 85 c0 75 10 bb dc 11 00 00 41 be 26 5f 00 00 e9 11 04 00 00 48 8b 4c 24 58 48 83 29 01 75 | HH..u......A.&_.......H.L$XH.).u |
| 25fa0 | 06 ff 15 61 8a 02 00 48 8b 4c 24 50 48 89 7c 24 58 48 83 29 01 75 06 ff 15 4b 8a 02 00 48 8b 4c | ...a...H.L$PH.|$XH.).u...K...H.L |
| 25fc0 | 24 40 48 89 7c 24 50 48 83 29 01 75 06 ff 15 35 8a 02 00 48 8b 4c 24 48 48 89 7c 24 40 48 83 29 | $@H.|$PH.).u...5...H.L$HH.|$@H.) |
| 25fe0 | 01 75 06 ff 15 1f 8a 02 00 48 8b 15 c8 19 08 00 45 33 c9 45 33 c0 49 8b cc e8 82 7e fe ff 48 89 | .u.......H......E3.E3.I....~..H. |
| 26000 | 44 24 48 48 85 c0 75 10 bb e4 11 00 00 41 be 3d 5f 00 00 e9 8f 03 00 00 4c 8b 44 24 48 8b df 4c | D$HH..u......A.=_.......L.D$H..L |
| 26020 | 3b 05 ea 88 02 00 8b cf 8b c7 0f 94 c3 4c 3b 05 24 8a 02 00 0f 94 c1 4c 3b 05 0a 8b 02 00 0f 94 | ;............L;.$......L;....... |
| 26040 | c0 0b c8 0b cb 75 0b 49 8b c8 ff 15 70 88 02 00 8b d8 85 db 79 10 bb e4 11 00 00 41 be 3f 5f 00 | .....u.I....p.......y......A.?_. |
| 26060 | 00 e9 41 03 00 00 4c 8b 44 24 48 49 83 28 01 75 09 49 8b c8 ff 15 8e 89 02 00 48 89 7c 24 48 85 | ..A...L.D$HI.(.u.I........H.|$H. |
| 26080 | db 74 68 48 8b 15 2e 15 08 00 45 33 c0 48 8b 0d a4 18 08 00 e8 e7 92 fe ff 48 89 44 24 48 48 85 | .thH......E3.H...........H.D$HH. |
| 260a0 | c0 75 10 bb e5 11 00 00 41 be 4a 5f 00 00 e9 f4 02 00 00 48 8b 4c 24 48 45 33 c9 45 33 c0 33 d2 | .u......A.J_.......H.L$HE3.E3.3. |
| 260c0 | e8 0b 91 fe ff 48 8b 4c 24 48 48 83 29 01 75 06 ff 15 32 89 02 00 48 89 7c 24 48 bb e5 11 00 00 | .....H.L$HH.).u...2...H.|$H..... |
| 260e0 | 41 be 4e 5f 00 00 e9 bc 02 00 00 48 8b 15 be 0d 08 00 48 8b 8e c8 00 00 00 e8 12 7b 02 00 4c 8b | A.N_.......H......H........{..L. |
| 26100 | e0 48 85 c0 75 0b 41 be 61 5f 00 00 e9 91 02 00 00 48 8b 15 10 13 08 00 48 8b 8e c8 00 00 00 e8 | .H..u.A.a_.......H......H....... |
| 26120 | ec 7a 02 00 48 89 44 24 40 48 8b c8 48 85 c0 75 0b 41 be 63 5f 00 00 e9 83 00 00 00 48 8b 05 f5 | .z..H.D$@H..H..u.A.c_.......H... |
| 26140 | 88 02 00 48 39 41 08 75 44 48 8b 51 18 48 89 54 24 50 48 85 d2 74 36 48 8b 41 10 48 ff 02 48 ff | ...H9A.uDH.Q.H.T$PH..t6H.A.H..H. |
| 26160 | 00 48 8b 4c 24 40 48 89 44 24 40 48 83 29 01 75 06 ff 15 91 88 02 00 48 8b 54 24 50 48 8b 4c 24 | .H.L$@H.D$@H.).u.......H.T$PH.L$ |
| 26180 | 40 48 85 d2 74 07 e8 35 8b fe ff eb 05 e8 2e 8d fe ff 48 8b 4c 24 50 48 89 44 24 48 48 85 c9 74 | @H..t..5..........H.L$PH.D$HH..t |
| 261a0 | 0c 48 83 29 01 75 06 ff 15 5b 88 02 00 48 89 7c 24 50 48 39 7c 24 48 75 2a 41 be 71 5f 00 00 48 | .H.).u...[...H.|$PH9|$Hu*A.q_..H |
| 261c0 | 8b 35 92 0d 03 00 49 83 2c 24 01 75 09 49 8b cc ff 15 32 88 02 00 bb e7 11 00 00 4c 8b ff e9 ce | .5....I.,$.u.I....2........L.... |
| 261e0 | 01 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 14 88 02 00 48 8b 4c 24 48 48 89 7c 24 40 48 83 | ...H.L$@H.).u.......H.L$HH.|$@H. |
| 26200 | 29 01 75 06 ff 15 fe 87 02 00 48 89 7c 24 48 ff 15 db 89 02 00 48 8b c8 48 89 44 24 78 4c 8d 4c | ).u.......H.|$H......H..H.D$xL.L |
| 26220 | 24 68 4c 8d 44 24 70 48 8d 54 24 60 e8 ff 81 fe ff 49 8d 5e ff 48 83 fb 01 0f 8c d7 00 00 00 4c | $hL.D$pH.T$`.....I.^.H.........L |
| 26240 | 8d 76 18 48 8b d3 49 8b ce e8 c2 c7 fd ff 45 33 c9 89 7c 24 20 45 33 c0 48 8b d0 49 8b cd 48 8b | .v.H..I.......E3..|$.E3.H..I..H. |
| 26260 | f0 e8 fa 79 fe ff 48 89 44 24 48 48 85 c0 0f 84 e1 01 00 00 45 33 c9 89 7c 24 20 45 33 c0 48 8b | ...y..H.D$HH........E3..|$.E3.H. |
| 26280 | d3 49 8b cd e8 d7 79 fe ff 48 89 44 24 40 48 85 c0 0f 84 b7 01 00 00 4c 8b 44 24 48 45 33 c9 89 | .I....y..H.D$@H........L.D$HE3.. |
| 262a0 | 7c 24 28 48 8b d3 49 8b cd 89 7c 24 20 e8 3e 6d fe ff 85 c0 0f 88 8d 01 00 00 48 8b 4c 24 48 48 | |$(H..I...|$..>m..........H.L$HH |
| 262c0 | 83 29 01 75 06 ff 15 3d 87 02 00 4c 8b 44 24 40 45 33 c9 89 7c 24 28 48 8b d6 49 8b cd 89 7c 24 | .).u...=...L.D$@E3..|$(H..I...|$ |
| 262e0 | 20 48 89 7c 24 48 e8 05 6d fe ff 85 c0 0f 88 4d 01 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 | .H.|$H..m......M...H.L$@H.).u... |
| 26300 | 04 87 02 00 48 ff cb 48 89 7c 24 40 48 83 fb 01 0f 8d 2d ff ff ff 48 8b 4c 24 60 48 85 c9 74 0c | ....H..H.|$@H.....-...H.L$`H..t. |
| 26320 | 48 83 29 01 75 06 ff 15 dc 86 02 00 48 8b 4c 24 70 48 89 7c 24 60 48 85 c9 74 0c 48 83 29 01 75 | H.).u.......H.L$pH.|$`H..t.H.).u |
| 26340 | 06 ff 15 c1 86 02 00 48 8b 4c 24 68 48 89 7c 24 70 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 a6 86 | .......H.L$hH.|$pH..t.H.).u..... |
| 26360 | 02 00 48 89 7c 24 68 48 8b 15 b2 1d 08 00 45 33 c0 49 8b cc e8 07 90 fe ff 48 89 44 24 68 49 83 | ..H.|$hH......E3.I.......H.D$hI. |
| 26380 | 2c 24 01 75 09 49 8b cc ff 15 7a 86 02 00 48 8b 4c 24 68 48 85 c9 0f 85 10 03 00 00 41 be e6 5f | ,$.u.I....z...H.L$hH........A.._ |
| 263a0 | 00 00 bb e7 11 00 00 4c 8b ff 48 8b 35 a7 0b 03 00 48 8b 4c 24 50 48 85 c9 74 0c 48 83 29 01 75 | .......L..H.5....H.L$PH..t.H.).u |
| 263c0 | 06 ff 15 41 86 02 00 4c 8b 44 24 40 4d 85 c0 74 0f 49 83 28 01 75 09 49 8b c8 ff 15 28 86 02 00 | ...A...L.D$@M..t.I.(.u.I....(... |
| 263e0 | 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 14 86 02 00 4c 8b 44 24 48 4d 85 c0 74 0f 49 83 | M..t.I./.u.I........L.D$HM..t.I. |
| 26400 | 28 01 75 09 49 8b c8 ff 15 fb 85 02 00 48 8b 54 24 58 48 85 d2 74 0f 48 83 2a 01 75 09 48 8b ca | (.u.I........H.T$XH..t.H.*.u.H.. |
| 26420 | ff 15 e2 85 02 00 4c 8b ce 48 8d 0d 68 e3 07 00 44 8b c3 41 8b d6 e8 25 54 fe ff e9 87 02 00 00 | ......L..H..h...D..A...%T....... |
| 26440 | be 9f 5f 00 00 eb 13 be 9d 5f 00 00 eb 0c be 9b 5f 00 00 eb 0a be 99 5f 00 00 48 8b 44 24 40 48 | .._......_......_......_..H.D$@H |
| 26460 | 8b 1d f2 0a 03 00 48 8b 4c 24 50 48 85 c9 74 11 48 83 29 01 75 06 ff 15 8c 85 02 00 48 8b 44 24 | ......H.L$PH..t.H.).u.......H.D$ |
| 26480 | 40 48 89 7c 24 50 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 6e 85 02 00 48 8b 44 24 48 4c | @H.|$PH..t.H.(.u.H....n...H.D$HL |
| 264a0 | 8b ff 48 89 7c 24 40 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 4d 85 02 00 48 8b 4c 24 58 | ..H.|$@H..t.H.(.u.H....M...H.L$X |
| 264c0 | 48 89 7c 24 48 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 32 85 02 00 4c 8b cb 48 89 7c 24 58 41 b8 | H.|$HH..t.H.).u...2...L..H.|$XA. |
| 264e0 | ea 11 00 00 48 8d 0d dd e2 07 00 8b d6 e8 6e 53 fe ff 4c 8b 74 24 78 4c 8d 4c 24 50 49 8b ce 4c | ....H.........nS..L.t$xL.L$PI..L |
| 26500 | 8d 44 24 48 48 8d 54 24 40 e8 82 7a fe ff 85 c0 79 0b 41 be b7 5f 00 00 e9 fb 00 00 00 4c 8b 4c | .D$HH.T$@..z....y.A.._.......L.L |
| 26520 | 24 50 b9 03 00 00 00 4c 8b 44 24 48 48 8b 54 24 40 ff 15 99 83 02 00 48 89 44 24 58 48 85 c0 75 | $P.....L.D$HH.T$@......H.D$XH..u |
| 26540 | 0b 41 be bb 5f 00 00 e9 cc 00 00 00 45 33 c0 48 8b d0 49 8b cc e8 26 8e fe ff 49 83 2c 24 01 48 | .A.._.......E3.H..I...&...I.,$.H |
| 26560 | 8b d8 75 09 49 8b cc ff 15 9b 84 02 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 8a 84 02 00 48 89 | ..u.I........H.L$XH.).u.......H. |
| 26580 | 7c 24 58 48 85 db 75 0b 41 be c0 5f 00 00 e9 85 00 00 00 48 3b 1d 76 83 02 00 8b f7 8b cf 8b c7 | |$XH..u.A.._.......H;.v......... |
| 265a0 | 40 0f 94 c6 48 3b 1d ad 84 02 00 0f 94 c1 48 3b 1d 93 85 02 00 0f 94 c0 0b c8 0b ce 75 0b 48 8b | @...H;........H;............u.H. |
| 265c0 | cb ff 15 f9 82 02 00 8b f0 48 83 2b 01 75 09 48 8b cb ff 15 30 84 02 00 85 f6 79 08 41 be c4 5f | .........H.+.u.H....0.....y.A.._ |
| 265e0 | 00 00 eb 34 75 5c ff 15 dc 86 02 00 4c 8b 4c 24 50 48 8b c8 4c 8b 44 24 48 48 8b 54 24 40 e8 ad | ...4u\......L.L$PH..L.D$HH.T$@.. |
| 26600 | 92 fe ff 48 89 7c 24 40 41 be cc 5f 00 00 48 89 7c 24 48 48 89 7c 24 50 48 8b 35 39 09 03 00 4c | ...H.|$@A.._..H.|$HH.|$PH.59...L |
| 26620 | 8b 4c 24 68 4c 8b 44 24 70 48 8b 54 24 60 48 8b 4c 24 78 e8 78 7d fe ff bb e7 11 00 00 e9 6f fd | .L$hL.D$pH.T$`H.L$x.x}........o. |
| 26640 | ff ff 48 8b 4c 24 40 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 b0 83 02 00 48 8b 4c 24 48 48 89 7c | ..H.L$@H..t.H.).u.......H.L$HH.| |
| 26660 | 24 40 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 95 83 02 00 48 8b 4c 24 50 48 89 7c 24 48 48 85 c9 | $@H..t.H.).u.......H.L$PH.|$HH.. |
| 26680 | 74 0c 48 83 29 01 75 06 ff 15 7a 83 02 00 48 89 7c 24 50 4c 8b 4c 24 68 49 8b ce 4c 8b 44 24 70 | t.H.).u...z...H.|$PL.L$hI..L.D$p |
| 266a0 | 48 8b 54 24 60 e8 06 7d fe ff eb 11 48 83 29 01 75 06 ff 15 50 83 02 00 48 89 7c 24 68 48 8b 3d | H.T$`..}....H.).u...P...H.|$hH.= |
| 266c0 | 84 84 02 00 48 ff 07 48 8b 45 88 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 29 83 02 00 4c | ....H..H.E.H..t.H.(.u.H....)...L |
| 266e0 | 8b bc 24 20 01 00 00 4c 8b b4 24 28 01 00 00 4c 8b a4 24 38 01 00 00 48 8b b4 24 40 01 00 00 48 | ..$....L..$(...L..$8...H..$@...H |
| 26700 | 8b 9c 24 78 01 00 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 ec 82 02 00 48 8b 4d a0 | ..$x...M..t.I.m..u.I........H.M. |
| 26720 | 4c 8b ac 24 30 01 00 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 cf 82 02 00 48 8b c7 48 8b 4d 18 | L..$0...H..t.H.).u.......H..H.M. |
| 26740 | 48 33 cc e8 88 11 fe ff 48 81 c4 48 01 00 00 5f 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H3......H..H..._]............... |
| 26760 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 41 54 41 55 41 56 41 57 48 83 ec 50 48 8b 3d 35 | H.\$.H.l$.H.t$.WATAUAVAWH..PH.=5 |
| 26780 | 12 08 00 45 33 e4 48 8b 5a 10 4d 8b f8 4c 89 64 24 40 4c 8b f2 48 89 7c 24 48 4c 8b e9 41 8b f4 | ...E3.H.Z.M..L.d$@L..H.|$HL..A.. |
| 267a0 | 48 8b c3 4d 85 c0 0f 84 e5 00 00 00 48 85 db 74 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 e4 00 00 | H..M........H..t"H...t.H........ |
| 267c0 | 00 48 8b 7a 20 48 89 7c 24 48 48 8b 72 18 48 89 74 24 40 49 8b cf ff 15 34 83 02 00 48 8b e8 48 | .H.z.H.|$HH.r.H.t$@I....4...H..H |
| 267e0 | 8b c3 48 85 db 74 08 48 83 f8 01 74 26 eb 51 48 8b 15 aa 00 08 00 49 8b cf 4c 8b 42 18 ff 15 05 | ..H..t.H...t&.QH......I..L.B.... |
| 26800 | 80 02 00 48 89 44 24 40 48 8b f0 48 85 c0 74 7b 48 ff cd 48 85 ed 0f 8e 13 01 00 00 48 8b 15 55 | ...H.D$@H..H..t{H..H........H..U |
| 26820 | 0b 08 00 49 8b cf 4c 8b 42 18 ff 15 d8 7f 02 00 48 85 c0 74 0b 48 8b f8 48 89 44 24 48 48 ff cd | ...I..L.B.......H..t.H..H.D$HH.. |
| 26840 | 48 85 ed 0f 8e e6 00 00 00 48 8d 05 10 e0 07 00 49 8b cf 48 89 44 24 28 4c 8d 4c 24 40 48 8d 15 | H........H......I..H.D$(L.L$@H.. |
| 26860 | bc 5e 07 00 48 89 5c 24 20 e8 42 8c fe ff 85 c0 79 0a ba 46 5b 00 00 e9 8e 00 00 00 48 8b 7c 24 | .^..H.\$..B.....y..F[.......H.|$ |
| 26880 | 48 48 8b 74 24 40 e9 a4 00 00 00 49 8b 5e 10 eb 14 48 83 e8 01 0f 84 90 00 00 00 48 83 f8 01 0f | HH.t$@.....I.^...H.........H.... |
| 268a0 | 84 82 00 00 00 48 83 fb 01 48 89 5c 24 30 48 8d 0d 63 1b 08 00 41 0f 9d c4 48 8d 05 2c b0 07 00 | .....H...H.\$0H..c...A...H..,... |
| 268c0 | 48 0f 4c c1 4c 8d 0d ad bc 07 00 49 ff c4 48 89 44 24 28 48 83 fb 01 4c 89 64 24 20 48 8d 0d 8d | H.L.L......I..H.D$(H...L.d$.H... |
| 268e0 | bc 07 00 4c 0f 4d c9 4c 8d 05 6a df 07 00 48 8b 0d b3 7f 02 00 48 8d 15 2c bc 07 00 48 8b 09 ff | ...L.M.L..j...H......H..,...H... |
| 26900 | 15 7b 81 02 00 ba 56 5b 00 00 4c 8b 0d 47 06 03 00 48 8d 0d 10 df 07 00 41 b8 7f 11 00 00 e8 3d | .{....V[..L..G...H......A......= |
| 26920 | 4f fe ff 33 c0 eb 16 48 8b 7a 20 48 8b 72 18 4c 8b c7 48 8b d6 49 8b cd e8 a3 d4 ff ff 4c 8d 5c | O..3...H.z.H.r.L..H..I.......L.\ |
| 26940 | 24 50 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc | $PI.[0I.k8I.s@I..A_A^A]A\_...... |
| 26960 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 41 54 41 57 48 81 ec 18 01 00 00 48 8b | ................L..ATAWH......H. |
| 26980 | 05 db 4a 05 00 48 33 c4 48 89 84 24 d0 00 00 00 48 ff 02 45 33 e4 49 ff 01 4d 8b f9 49 89 5b e8 | ..J..H3.H..$....H..E3.I..M..I.[. |
| 269a0 | 49 89 6b e0 48 8b ea 49 89 73 d8 41 8b f4 49 89 7b d0 4d 89 6b c8 45 8b ec 48 89 4c 24 58 48 8b | I.k.H..I.s.A..I.{.M.k.E..H.L$XH. |
| 269c0 | 0d 83 11 08 00 4d 89 73 c0 4d 8b f0 4c 89 4c 24 48 4c 89 44 24 60 48 8b 41 18 48 39 05 37 16 08 | .....M.s.M..L.L$HL.D$`H.A.H9.7.. |
| 269e0 | 00 48 89 54 24 70 4c 89 a4 24 90 00 00 00 4c 89 64 24 40 75 21 48 8b 05 a4 19 08 00 48 85 c0 74 | .H.T$pL..$....L.d$@u!H......H..t |
| 26a00 | 0c 48 ff 00 48 8b 3d 95 19 08 00 eb 5e 48 8b 0d 44 ff 07 00 eb 4d 48 8b 1d 3b ff 07 00 48 8b d3 | .H..H.=.....^H..D....MH..;...H.. |
| 26a20 | 4c 8b 43 18 ff 15 de 7d 02 00 48 8b f8 48 8b 05 14 11 08 00 48 8b 48 18 48 89 0d d9 15 08 00 48 | L.C....}..H..H......H.H.H......H |
| 26a40 | 89 3d 5a 19 08 00 48 85 ff 74 05 48 ff 07 eb 1b ff 15 d2 81 02 00 48 85 c0 74 05 49 8b fc eb 0b | .=Z...H..t.H..........H..t.I.... |
| 26a60 | 48 8b cb e8 78 8f fe ff 48 8b f8 48 85 ff 75 17 48 8b 2d e1 04 03 00 bb 3c 11 00 00 41 be ab 57 | H...x...H..H..u.H.-.....<...A..W |
| 26a80 | 00 00 e9 bb 1a 00 00 48 8b 47 08 48 8b cf 48 8b 15 a3 03 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 | .......H.G.H..H......L......M..t |
| 26aa0 | 05 41 ff d0 eb 06 ff 15 cc 80 02 00 4c 8b f8 48 85 c0 75 17 48 8b 2d 9d 04 03 00 bb 3c 11 00 00 | .A..........L..H..u.H.-.....<... |
| 26ac0 | 41 be ad 57 00 00 e9 3d 18 00 00 48 83 2f 01 75 09 48 8b cf ff 15 2e 7f 02 00 48 8b 05 57 7f 02 | A..W...=...H./.u.H........H..W.. |
| 26ae0 | 00 49 8b dc 49 39 47 08 75 35 49 8b 5f 18 48 85 db 74 2c 49 8b 7f 10 49 8b cf 48 ff 03 4c 8b ff | .I..I9G.u5I._.H..t,I...I..H..L.. |
| 26b00 | 48 ff 07 48 83 29 01 75 06 ff 15 f9 7e 02 00 4c 8b c5 48 8b d3 48 8b cf e8 73 80 fe ff eb 0b 48 | H..H.).u....~..L..H..H...s.....H |
| 26b20 | 8b d5 49 8b cf e8 96 81 fe ff 48 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 c7 7e 02 | ..I.......H..H..t.H.+.u.H.....~. |
| 26b40 | 00 49 8b fc 48 85 ed 75 17 48 8b 2d 08 04 03 00 bb 3c 11 00 00 41 be bc 57 00 00 e9 bc 17 00 00 | .I..H..u.H.-.....<...A..W....... |
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| 26cc0 | 48 8b 2d 91 02 03 00 bb 42 11 00 00 41 be fd 57 00 00 e9 6b 18 00 00 45 33 c9 48 8b cb e8 ee 84 | H.-.....B...A..W...k...E3.H..... |
| 26ce0 | fe ff 48 83 2b 01 75 09 48 8b cb ff 15 17 7d 02 00 48 8b 2d 60 02 03 00 bb 42 11 00 00 41 be 01 | ..H.+.u.H.....}..H.-`....B...A.. |
| 26d00 | 58 00 00 e9 3a 18 00 00 4c 8b 80 90 00 00 00 49 8b cf 48 8b 15 cf ff 07 00 4d 85 c0 74 05 41 ff | X...:...L......I..H......M..t.A. |
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| 26d40 | 58 00 00 e9 fa 17 00 00 48 8b 45 08 48 8b cd 48 8b 15 92 ff 07 00 4c 8b 80 90 00 00 00 4d 85 c0 | X.......H.E.H..H......L......M.. |
| 26d60 | 74 05 41 ff d0 eb 06 ff 15 0b 7e 02 00 4c 8b f8 48 85 c0 75 17 48 8b 2d dc 01 03 00 bb 43 11 00 | t.A.......~..L..H..u.H.-.....C.. |
| 26d80 | 00 41 be 15 58 00 00 e9 7c 15 00 00 41 b8 03 00 00 00 49 8b d7 48 8b cf ff 15 d2 7c 02 00 4c 8b | .A..X...|...A.....I..H.....|..L. |
| 26da0 | e0 48 85 c0 75 17 48 8b 2d ab 01 03 00 bb 43 11 00 00 41 be 17 58 00 00 e9 4b 15 00 00 48 83 2f | .H..u.H.-.....C...A..X...K...H./ |
| 26dc0 | 01 75 09 48 8b cf ff 15 3c 7c 02 00 33 db 49 83 2f 01 8b fb 75 09 49 8b cf ff 15 29 7c 02 00 49 | .u.H....<|..3.I./...u.I....)|..I |
| 26de0 | 8b cc 4c 8b fb e8 96 1c fe ff 44 8b f0 85 c0 79 10 bb 43 11 00 00 41 be 1a 58 00 00 e9 05 0d 00 | ..L.......D....y..C...A..X...... |
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| 26f60 | 00 00 e9 9f 0b 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 91 7a 02 00 b9 02 00 00 00 ff 15 b6 7b | .......I.,$.u.I.....z..........{ |
| 26f80 | 02 00 4c 8b e0 48 85 c0 75 17 48 8b 2d c7 ff 02 00 bb 45 11 00 00 41 be 40 58 00 00 e9 7b 13 00 | ..L..H..u.H.-.....E...A.@X...{.. |
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| 26fc0 | f8 48 85 c0 75 10 bb 45 11 00 00 41 be 48 58 00 00 e9 30 0b 00 00 4c 8b 05 eb 01 08 00 48 8b cf | .H..u..E...A.HX...0...L......H.. |
| 26fe0 | 48 8b 15 69 03 08 00 ff 15 f3 77 02 00 85 c0 79 10 bb 45 11 00 00 41 be 4a 58 00 00 e9 05 0b 00 | H..i......w....y..E...A.JX...... |
| 27000 | 00 4c 8b c7 49 8b d4 49 8b cf e8 71 83 fe ff 48 8b f0 48 85 c0 75 10 bb 45 11 00 00 41 be 4b 58 | .L..I..I...q...H..H..u..E...A.KX |
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| 27040 | ff 15 c2 79 02 00 48 83 2f 01 75 09 48 8b cf ff 15 b3 79 02 00 48 83 2e 01 75 09 48 8b ce ff 15 | ...y..H./.u.H.....y..H...u.H.... |
| 27060 | a4 79 02 00 4c 8b 7c 24 48 4c 8b 74 24 60 4c 3b 35 d3 7a 02 00 0f 85 ae 06 00 00 48 8b 45 08 48 | .y..L.|$HL.t$`L;5.z........H.E.H |
| 27080 | 8b cb 48 8b 15 3f 04 08 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 d8 7a 02 00 | ..H..?...L......M..t.A.......z.. |
| 270a0 | 48 8b f0 48 85 c0 75 1a 48 8b 2d a9 fe 02 00 bb 48 11 00 00 41 be 66 58 00 00 45 33 e4 e9 80 14 | H..H..u.H.-.....H...A.fX..E3.... |
| 270c0 | 00 00 48 8b 15 bf 0f 08 00 41 b8 04 00 00 00 48 8b ce ff 15 98 79 02 00 48 8b f8 48 85 c0 75 1d | ..H......A.....H.....y..H..H..u. |
| 270e0 | 48 8b 2d 71 fe 02 00 45 33 e4 45 8b fc bb 48 11 00 00 41 be 68 58 00 00 e9 3b 12 00 00 48 83 2e | H.-q...E3.E...H...A.hX...;...H.. |
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| 27160 | cf e8 2a 68 fe ff 85 c0 75 17 48 8b 2d e7 fd 02 00 bb 49 11 00 00 41 be 75 58 00 00 e9 c1 13 00 | ..*h....u.H.-.....I...A.uX...... |
| 27180 | 00 41 f6 47 40 03 0f 85 a3 02 00 00 48 8b 05 1d 06 08 00 33 d2 41 b8 01 20 00 00 49 8b cf ff 90 | .A.G@.......H......3.A.....I.... |
| 271a0 | 68 03 00 00 48 8b f8 48 85 c0 75 17 48 8b 2d a5 fd 02 00 bb 4d 11 00 00 41 be 99 58 00 00 e9 7f | h...H..H..u.H.-.....M...A..X.... |
| 271c0 | 13 00 00 48 3b 3d 7e 79 02 00 74 2a 48 8b 15 1d 11 08 00 48 8b cf e8 b5 67 fe ff 85 c0 75 17 48 | ...H;=~y..t*H......H....g....u.H |
| 271e0 | 8b 2d 72 fd 02 00 bb 4d 11 00 00 41 be 9b 58 00 00 e9 0f 11 00 00 48 8b 4c 24 58 4c 8b f7 48 8b | .-r....M...A..X.......H.L$XL..H. |
| 27200 | 15 fb f9 07 00 48 89 bc 24 90 00 00 00 49 8b fc 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | .....H..$....I..H.A.L......M..t. |
| 27220 | 41 ff d0 eb 06 ff 15 4d 79 02 00 48 8b f0 48 85 c0 75 17 48 8b 2d 1e fd 02 00 bb 4f 11 00 00 41 | A......My..H..H..u.H.-.....O...A |
| 27240 | be a6 58 00 00 e9 f8 12 00 00 49 8b 46 08 49 8b ce 48 8b 15 08 f8 07 00 4c 8b 80 90 00 00 00 4d | ..X.......I.F.I..H......L......M |
| 27260 | 85 c0 74 05 41 ff d0 eb 06 ff 15 09 79 02 00 4c 8b e0 48 85 c0 75 1a 48 8b 2d da fc 02 00 bb 4f | ..t.A.......y..L..H..u.H.-.....O |
| 27280 | 11 00 00 41 be a8 58 00 00 4c 8b ff e9 a4 10 00 00 ff 15 51 75 02 00 4c 8b f8 48 85 c0 75 10 bb | ...A..X..L.........Qu..L..H..u.. |
| 272a0 | 4f 11 00 00 41 be aa 58 00 00 e9 57 08 00 00 4c 8b 05 92 00 08 00 49 8b cf 48 8b 15 e0 fc 07 00 | O...A..X...W...L......I..H...... |
| 272c0 | ff 15 1a 75 02 00 85 c0 79 10 bb 4f 11 00 00 41 be ac 58 00 00 e9 2c 08 00 00 48 8b 15 d7 05 08 | ...u....y..O...A..X...,...H..... |
| 272e0 | 00 4d 8b c7 49 8b cc e8 94 80 fe ff 48 89 44 24 40 48 8b e8 48 85 c0 75 10 bb 4f 11 00 00 41 be | .M..I.......H.D$@H..H..u..O...A. |
| 27300 | ad 58 00 00 e9 fd 07 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 ef 76 02 00 49 83 2f 01 75 09 49 | .X.......I.,$.u.I.....v..I./.u.I |
| 27320 | 8b cf ff 15 e0 76 02 00 48 8b 05 09 77 02 00 45 33 e4 41 8b dc 48 39 46 08 75 35 48 8b 5e 18 48 | .....v..H...w..E3.A..H9F.u5H.^.H |
| 27340 | 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b f7 48 ff 07 48 83 29 01 75 06 ff 15 a8 76 02 00 | ..t,H.~.H..H..H..H..H.).u....v.. |
| 27360 | 4c 8b c5 48 8b d3 48 8b cf e8 22 78 fe ff eb 0b 48 8b d5 48 8b ce e8 45 79 fe ff 48 8b f8 48 85 | L..H..H..."x....H..H...Ey..H..H. |
| 27380 | db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 76 76 02 00 48 83 6d 00 01 75 09 48 8b cd ff 15 66 76 | .t.H.+.u.H....vv..H.m..u.H....fv |
| 273a0 | 02 00 4d 8b fc 48 85 ff 75 17 48 8b 2d a7 fb 02 00 bb 4f 11 00 00 41 be be 58 00 00 e9 77 0f 00 | ..M..H..u.H.-.....O...A..X...w.. |
| 273c0 | 00 48 83 2e 01 75 09 48 8b ce ff 15 38 76 02 00 48 83 2f 01 75 09 48 8b cf ff 15 29 76 02 00 48 | .H...u.H....8v..H./.u.H....)v..H |
| 273e0 | 8b 05 ca 03 08 00 49 8b ce ff 90 70 09 00 00 48 8b 0d e2 74 02 00 44 39 21 0f 85 21 02 00 00 83 | ......I....p...H...t..D9!..!.... |
| 27400 | f8 01 0f 84 18 02 00 00 48 8b 0d 21 75 02 00 48 8b 09 ff 15 90 77 02 00 48 8b 2d 39 fb 02 00 bb | ........H..!u..H.....w..H.-9.... |
| 27420 | 54 11 00 00 41 be d7 58 00 00 e9 0e 11 00 00 48 8b 4c 24 58 48 8b 15 c5 f7 07 00 48 8b 41 08 4c | T...A..X.......H.L$XH......H.A.L |
| 27440 | 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 22 77 02 00 48 8b f0 48 85 c0 75 17 48 8b | ......M..t.A......"w..H..H..u.H. |
| 27460 | 2d f3 fa 02 00 bb 58 11 00 00 41 be ee 58 00 00 e9 cd 10 00 00 49 8b 47 08 49 8b cf 48 8b 15 dd | -.....X...A..X.......I.G.I..H... |
| 27480 | f5 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 de 76 02 00 48 89 44 24 40 48 | ...L......M..t.A.......v..H.D$@H |
| 274a0 | 8b f8 48 85 c0 75 1a 48 8b 2d aa fa 02 00 bb 58 11 00 00 41 be f0 58 00 00 4c 8b f8 e9 77 0e 00 | ..H..u.H.-.....X...A..X..L...w.. |
| 274c0 | 00 ff 15 21 73 02 00 4c 8b f8 48 85 c0 75 1c 48 8b 2d 82 fa 02 00 bb 58 11 00 00 4c 8b 7c 24 40 | ...!s..L..H..u.H.-.....X...L.|$@ |
| 274e0 | 41 be f2 58 00 00 e9 4d 0e 00 00 4c 8b 05 8e f4 07 00 49 8b cf 48 8b 15 a4 fa 07 00 ff 15 de 72 | A..X...M...L......I..H.........r |
| 27500 | 02 00 85 c0 79 17 48 8b 2d 4b fa 02 00 bb 58 11 00 00 41 be f4 58 00 00 e9 ff 0d 00 00 48 8b 15 | ....y.H.-K....X...A..X.......H.. |
| 27520 | 94 03 08 00 4d 8b c7 48 8b cf e8 51 7e fe ff 48 8b e8 48 85 c0 75 17 48 8b 2d 1a fa 02 00 bb 58 | ....M..H...Q~..H..H..u.H.-.....X |
| 27540 | 11 00 00 41 be f5 58 00 00 e9 ce 0d 00 00 48 83 2f 01 75 09 48 8b cf ff 15 ab 74 02 00 49 83 2f | ...A..X.......H./.u.H.....t..I./ |
| 27560 | 01 75 09 49 8b cf ff 15 9c 74 02 00 48 8b 05 c5 74 02 00 49 8b dc 48 39 46 08 75 35 48 8b 5e 18 | .u.I.....t..H...t..I..H9F.u5H.^. |
| 27580 | 48 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b f7 48 ff 07 48 83 29 01 75 06 ff 15 67 74 02 | H..t,H.~.H..H..H..H..H.).u...gt. |
| 275a0 | 00 4c 8b c5 48 8b d3 48 8b cf e8 e1 75 fe ff eb 0b 48 8b d5 48 8b ce e8 04 77 fe ff 48 8b f8 48 | .L..H..H....u....H..H....w..H..H |
| 275c0 | 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 35 74 02 00 48 83 6d 00 01 75 09 48 8b cd ff 15 25 | ..t.H.+.u.H....5t..H.m..u.H....% |
| 275e0 | 74 02 00 48 85 ff 75 1a 48 8b 2d 69 f9 02 00 bb 58 11 00 00 41 be 06 59 00 00 4d 8b fc e9 36 0d | t..H..u.H.-i....X...A..Y..M...6. |
| 27600 | 00 00 48 83 2e 01 75 09 48 8b ce ff 15 f7 73 02 00 48 83 2f 01 75 09 48 8b cf ff 15 e8 73 02 00 | ..H...u.H.....s..H./.u.H.....s.. |
| 27620 | 4c 8b 7c 24 48 49 ff 07 4d 8b e7 e9 63 0f 00 00 48 8b 4c 24 58 48 8b 15 c4 f5 07 00 48 8b 41 08 | L.|$HI..M...c...H.L$XH......H.A. |
| 27640 | 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 21 75 02 00 48 8b f0 48 85 c0 75 17 48 | L......M..t.A......!u..H..H..u.H |
| 27660 | 8b 2d f2 f8 02 00 bb 5b 11 00 00 41 be 1f 59 00 00 e9 cc 0e 00 00 48 8b 05 bb 73 02 00 49 8b dc | .-.....[...A..Y.......H...s..I.. |
| 27680 | 48 39 46 08 75 35 48 8b 5e 18 48 85 db 74 2c 48 8b 7e 10 48 8b ce 48 ff 03 48 8b f7 48 ff 07 48 | H9F.u5H.^.H..t,H.~.H..H..H..H..H |
| 276a0 | 83 29 01 75 06 ff 15 5d 73 02 00 4d 8b c7 48 8b d3 48 8b cf e8 d7 74 fe ff eb 0b 49 8b d7 48 8b | .).u...]s..M..H..H....t....I..H. |
| 276c0 | ce e8 fa 75 fe ff 48 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 2b 73 02 00 48 85 ff | ...u..H..H..t.H.+.u.H....+s..H.. |
| 276e0 | 75 1a 48 8b 2d 6f f8 02 00 bb 5b 11 00 00 41 be 2d 59 00 00 4d 8b fc e9 3c 0c 00 00 48 83 2e 01 | u.H.-o....[...A.-Y..M...<...H... |
| 27700 | 75 09 48 8b ce ff 15 fd 72 02 00 48 83 2f 01 0f 85 10 ff ff ff 48 8b cf ff 15 ea 72 02 00 49 ff | u.H.....r..H./.......H.....r..I. |
| 27720 | 07 4d 8b e7 e9 6a 0e 00 00 48 8b 0d 18 04 08 00 48 8b 41 18 48 39 05 15 0a 08 00 75 21 48 8b 05 | .M...j...H......H.A.H9.....u!H.. |
| 27740 | cc 09 08 00 48 85 c0 74 0c 48 ff 00 48 8b 35 bd 09 08 00 eb 6f 48 8b 0d 74 f2 07 00 eb 57 48 8b | ....H..t.H..H.5.....oH..t....WH. |
| 27760 | 1d 6b f2 07 00 48 8b d3 4c 8b 43 18 ff 15 96 70 02 00 48 8b 0d cf 03 08 00 48 8b f0 48 8b 41 18 | .k...H..L.C....p..H......H..H.A. |
| 27780 | 48 89 05 c9 09 08 00 48 89 35 82 09 08 00 48 85 f6 74 05 48 ff 06 eb 2c ff 15 8a 74 02 00 48 85 | H......H.5....H..t.H...,...t..H. |
| 277a0 | c0 74 0f 48 8b 0d 9e 03 08 00 45 33 e4 41 8b f4 eb 15 48 8b cb e8 26 82 fe ff 48 8b 0d 87 03 08 | .t.H......E3.A....H...&...H..... |
| 277c0 | 00 48 8b f0 45 33 e4 48 85 f6 75 17 48 8b 2d 85 f7 02 00 bb 5e 11 00 00 41 be 50 59 00 00 e9 5f | .H..E3.H..u.H.-.....^...A.PY..._ |
| 277e0 | 0d 00 00 48 8b 41 18 48 39 05 02 08 08 00 75 21 48 8b 05 69 02 08 00 48 85 c0 74 0c 48 ff 00 4c | ...H.A.H9.....u!H..i...H..t.H..L |
| 27800 | 8b 3d 5a 02 08 00 eb 5e 48 8b 0d 49 f1 07 00 eb 4d 48 8b 1d 40 f1 07 00 48 8b d3 4c 8b 43 18 ff | .=Z....^H..I....MH..@...H..L.C.. |
| 27820 | 15 e3 6f 02 00 4c 8b f8 48 8b 05 19 03 08 00 48 8b 48 18 48 89 0d b6 07 08 00 4c 89 3d 1f 02 08 | ..o..L..H......H.H.H......L.=... |
| 27840 | 00 4d 85 ff 74 05 49 ff 07 eb 1b ff 15 d7 73 02 00 48 85 c0 74 05 4d 8b fc eb 0b 48 8b cb e8 7d | .M..t.I.......s..H..t.M....H...} |
| 27860 | 81 fe ff 4c 8b f8 4d 85 ff 75 1a 48 8b 2d e6 f6 02 00 bb 5e 11 00 00 41 be 52 59 00 00 4d 8b fc | ...L..M..u.H.-.....^...A.RY..M.. |
| 27880 | e9 b3 0a 00 00 49 8b 47 08 49 8b cf 48 8b 15 35 fc 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 | .....I.G.I..H..5...L......M..t.A |
| 278a0 | ff d0 eb 06 ff 15 ce 72 02 00 48 89 44 24 40 48 8b f8 48 85 c0 75 17 48 8b 2d 9a f6 02 00 bb 5e | .......r..H.D$@H..H..u.H.-.....^ |
| 278c0 | 11 00 00 41 be 54 59 00 00 e9 4e 0a 00 00 49 83 2f 01 75 09 49 8b cf ff 15 2b 71 02 00 48 8b 05 | ...A.TY...N...I./.u.I....+q..H.. |
| 278e0 | 54 71 02 00 49 8b dc 48 39 47 08 75 3e 48 8b 5f 18 48 85 db 74 35 48 8b 7f 10 48 8b 44 24 40 48 | Tq..I..H9G.u>H._.H..t5H...H.D$@H |
| 27900 | ff 03 48 8b c8 48 89 7c 24 40 48 ff 07 48 83 28 01 75 06 ff 15 ef 70 02 00 4c 8b 44 24 48 48 8b | ..H..H.|$@H..H.(.u....p..L.D$HH. |
| 27920 | d3 48 8b cf e8 67 72 fe ff eb 0d 48 8b 54 24 48 48 8b cf e8 88 73 fe ff 4c 8b e0 48 85 db 74 0f | .H...gr....H.T$HH....s..L..H..t. |
| 27940 | 48 83 2b 01 75 09 48 8b cb ff 15 b9 70 02 00 33 db 44 8b fb 4d 85 e4 75 17 48 8b 2d f8 f5 02 00 | H.+.u.H.....p..3.D..M..u.H.-.... |
| 27960 | bb 5e 11 00 00 41 be 63 59 00 00 e9 c0 09 00 00 48 83 2f 01 75 09 48 8b cf ff 15 89 70 02 00 48 | .^...A.cY.......H./.u.H.....p..H |
| 27980 | 8b 05 b2 70 02 00 48 8b eb 48 89 5c 24 40 8b fb 48 39 46 08 75 30 48 8b 6e 18 48 89 6c 24 40 48 | ...p..H..H.\$@..H9F.u0H.n.H.l$@H |
| 279a0 | 85 ed 74 22 48 8b 46 10 48 8b ce 48 ff 45 00 48 8b f0 48 ff 00 48 83 29 01 75 06 ff 15 47 70 02 | ..t"H.F.H..H.E.H..H..H.).u...Gp. |
| 279c0 | 00 bf 01 00 00 00 48 8b 4e 08 48 3b 0d a7 72 02 00 75 4c 8b c7 48 8d 94 24 a8 00 00 00 48 c1 e0 | ......H.N.H;..r..uL..H..$....H.. |
| 279e0 | 03 44 8d 47 02 48 2b d0 48 89 ac 24 a0 00 00 00 48 8b ce 4c 89 b4 24 a8 00 00 00 4c 89 a4 24 b0 | .D.G.H+.H..$....H..L..$....L..$. |
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| 28500 | 49 83 2e 01 48 8b d8 75 09 49 8b ce ff 15 f6 64 02 00 48 85 db 75 42 41 be d5 5a 00 00 bb 74 11 | I...H..u.I.....d..H..uBA..Z...t. |
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| 285c0 | 01 00 00 48 8b 9c 24 10 01 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 29 64 02 00 48 | ...H..$....H..t.H.(.u.H....)d..H |
| 285e0 | 8b 4c 24 70 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 13 64 02 00 4d 85 ff 74 0f 49 83 2f 01 75 09 | .L$pH..t.H.).u....d..M..t.I./.u. |
| 28600 | 49 8b cf ff 15 ff 63 02 00 49 8b c4 48 8b 8c 24 d0 00 00 00 48 33 cc e8 b4 f2 fd ff 48 81 c4 18 | I.....c..I..H..$....H3......H... |
| 28620 | 01 00 00 41 5f 41 5c c3 cc cc cc cc cc cc cc cc 40 53 55 56 57 41 54 41 56 41 57 48 83 ec 60 48 | ...A_A\.........@SUVWATAVAWH..`H |
| 28640 | 8b 05 1a 2e 05 00 48 33 c4 48 89 44 24 58 48 8b 05 f3 64 02 00 33 db 48 8b 6a 10 4d 8b f8 48 89 | ......H3.H.D$XH...d..3.H.j.M..H. |
| 28660 | 5c 24 40 4c 8b f2 48 89 44 24 48 4c 8b e1 48 89 44 24 50 8b f3 4d 85 c0 0f 84 e2 00 00 00 48 8b | \$@L..H.D$HL..H.D$P..M........H. |
| 28680 | c5 48 85 ed 74 13 48 83 f8 01 0f 85 d6 00 00 00 48 8b 72 18 48 89 74 24 40 49 8b cf ff 15 6e 64 | .H..t.H.........H.r.H.t$@I....nd |
| 286a0 | 02 00 48 8b f8 48 85 ed 75 28 48 8b 15 ef e1 07 00 49 8b cf 4c 8b 42 18 ff 15 4a 61 02 00 48 89 | ..H..H..u(H......I..L.B...Ja..H. |
| 286c0 | 44 24 40 48 8b f0 48 85 c0 0f 84 84 00 00 00 48 ff cf 48 85 ff 0f 8e f0 00 00 00 4c 8d 35 3e 90 | D$@H..H........H..H........L.5>. |
| 286e0 | 07 00 48 83 ff 02 7f 36 48 85 ff 7e 6c 4a 8b 44 33 08 49 8b cf 48 8b 10 4c 8b 42 18 ff 15 06 61 | ..H....6H..~lJ.D3.I..H..L.B....a |
| 28700 | 02 00 48 85 c0 74 08 48 89 44 1c 48 48 ff cf 48 83 c3 08 48 83 fb 10 7c cf 48 8b 74 24 40 48 85 | ..H..t.H.D.HH..H...H...|.H.t$@H. |
| 28720 | ff 0f 8e a4 00 00 00 48 8d 05 aa c1 07 00 49 8b d6 48 89 44 24 28 4c 8d 4c 24 40 49 8b cf 48 89 | .......H......I..H.D$(L.L$@I..H. |
| 28740 | 6c 24 20 e8 68 6d fe ff 85 c0 79 0d ba 6a 57 00 00 eb 57 49 8b 6e 10 eb 0d 48 8b 74 24 40 eb 6b | l$..hm....y..jW...WI.n...H.t$@.k |
| 28760 | 48 83 fd 01 74 61 48 8b 0d 3b 61 02 00 48 8d 05 a4 fc 07 00 48 89 6c 24 30 4c 8d 0d e8 9d 07 00 | H...taH..;a..H......H.l$0L...... |
| 28780 | 48 89 44 24 28 4c 8d 05 3c c1 07 00 48 8d 15 95 9d 07 00 48 c7 44 24 20 01 00 00 00 48 8b 09 ff | H.D$(L..<...H......H.D$.....H... |
| 287a0 | 15 db 62 02 00 ba 77 57 00 00 4c 8b 0d a7 e7 02 00 48 8d 0d e0 c0 07 00 41 b8 e6 10 00 00 e8 9d | ..b...wW..L......H......A....... |
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| 287e0 | 48 8b 4c 24 58 48 33 cc e8 e3 f0 fd ff 48 83 c4 60 41 5f 41 5e 41 5c 5f 5e 5d 5b c3 cc cc cc cc | H.L$XH3......H..`A_A^A\_^][..... |
| 28800 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 55 56 57 49 8d ab 58 ff ff ff 48 81 ec | ................L..UVWI..X...H.. |
| 28820 | 90 01 00 00 48 8b 05 35 2c 05 00 48 33 c4 48 89 45 48 33 ff 49 89 5b 20 4d 89 63 e0 48 8b da 4d | ....H..5,..H3.H.EH3.I.[.M.c.H..M |
| 28840 | 89 6b d8 44 8b e7 4d 89 73 d0 44 8b ef 4d 89 7b c8 44 8b ff 48 89 4d a0 48 8b ca 41 0f 29 73 b8 | .k.D..M.s.D..M.{.D..H.M.H..A.)s. |
| 28860 | 41 0f 29 7b a8 4c 89 45 88 48 89 7c 24 60 48 89 7c 24 48 48 89 7d d0 48 89 7c 24 68 48 89 7d b8 | A.){.L.E.H.|$`H.|$HH.}.H.|$hH.}. |
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| 288a0 | 00 00 41 be 9f 53 00 00 e9 4c 19 00 00 48 8b 05 fc ee 07 00 b9 0c 00 00 00 ff 90 68 01 00 00 41 | ..A..S...L...H.............h...A |
| 288c0 | b9 01 00 00 00 48 89 7c 24 28 48 8b d0 c7 44 24 20 01 01 00 00 48 8b 05 d4 ee 07 00 45 8b c1 48 | .....H.|$(H...D$.....H......E..H |
| 288e0 | 8b cb ff 90 28 02 00 00 48 8b d8 48 85 c0 75 17 48 8b 35 61 e6 02 00 bb 8a 10 00 00 41 be a9 53 | ....(...H..H..u.H.5a........A..S |
| 28900 | 00 00 e9 f2 18 00 00 48 8b 00 48 89 03 48 85 c0 75 09 48 8b cb ff 15 ed 60 02 00 48 8b 0d 26 f2 | .......H..H..H..u.H.....`..H..&. |
| 28920 | 07 00 4c 8b f3 48 89 5c 24 60 48 89 5d d8 48 89 7c 24 40 48 8b 41 18 48 39 05 aa f5 07 00 75 26 | ..L..H.\$`H.].H.|$@H.A.H9.....u& |
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| 28da0 | b4 e1 02 00 bb 8d 10 00 00 41 be fc 53 00 00 4c 8b ff e9 bf 13 00 00 49 83 2f 01 75 09 49 8b cf | .........A..S..L.......I./.u.I.. |
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| 28e60 | 02 00 bb 8e 10 00 00 41 be 0e 54 00 00 4c 8b ff e9 33 13 00 00 48 8b 44 24 60 48 8b 40 10 48 89 | .......A..T..L...3...H.D$`H.@.H. |
| 28e80 | 45 90 48 8b 45 88 48 3b 05 bb 5c 02 00 0f 85 80 00 00 00 48 8b 44 24 58 48 8b c8 48 89 45 98 ff | E.H.E.H;..\........H.D$XH..H.E.. |
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| 29020 | 00 00 e9 51 01 00 00 48 8b 46 08 48 8b ce 48 8b 15 c3 dd 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 | ...Q...H.F.H..H......L......M..t |
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| 29060 | f3 00 00 00 48 83 2e 01 75 09 48 8b ce ff 15 95 59 02 00 48 8b 05 be 59 02 00 4c 89 7c 24 40 49 | ....H...u.H.....Y..H...Y..L.|$@I |
| 29080 | 39 47 08 75 43 49 8b 77 18 4c 89 7c 24 40 48 85 f6 74 35 4d 8b 6f 10 48 ff 06 4c 89 6c 24 40 49 | 9G.uCI.w.L.|$@H..t5M.o.H..L.l$@I |
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| 290c0 | cd e8 ca 5a fe ff eb 0f 48 8b 55 88 49 8b cd e8 ec 5b fe ff 48 8b f7 4c 8b f0 48 85 f6 74 0f 48 | ...Z....H.U.I....[..H..L..H..t.H |
| 290e0 | 83 2e 01 75 09 48 8b ce ff 15 1a 59 02 00 48 8b f7 4d 85 f6 75 0a c7 44 24 50 71 54 00 00 eb 57 | ...u.H.....Y..H..M..u..D$PqT...W |
| 29100 | 48 8b 44 24 40 48 83 28 01 75 09 48 8b c8 ff 15 f4 58 02 00 48 8b 44 24 58 48 8b c8 48 89 45 98 | H.D$@H.(.u.H.....X..H.D$XH..H.E. |
| 29120 | ff 15 e2 59 02 00 4c 8b e8 48 85 c0 75 0a c7 44 24 50 74 54 00 00 eb 1f b9 02 00 00 00 ff 15 f5 | ...Y..L..H..u..D$PtT............ |
| 29140 | 59 02 00 48 8b f0 48 85 c0 0f 85 17 02 00 00 c7 44 24 50 76 54 00 00 48 8b 05 fa dd 02 00 48 89 | Y..H..H.........D$PvT..H......H. |
| 29160 | 44 24 40 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 90 58 02 00 48 89 7c 24 30 48 85 f6 | D$@M..t.I.m..u.I.....X..H.|$0H.. |
| 29180 | 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 77 58 02 00 48 89 7c 24 38 4d 85 f6 74 0f 49 83 2e 01 75 | t.H...u.H....wX..H.|$8M..t.I...u |
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| 291c0 | 44 58 02 00 4c 8b 4c 24 40 48 8d 0d 48 b7 07 00 8b 54 24 50 41 b8 95 10 00 00 4c 8b e7 4c 8b ef | DX..L.L$@H..H....T$PA.....L..L.. |
| 291e0 | 4c 8b ff e8 78 26 fe ff 48 8b 75 b0 4c 8d 4c 24 70 48 8b ce 4c 8d 44 24 30 48 8d 54 24 38 e8 8d | L...x&..H.u.L.L$pH..L.D$0H.T$8.. |
| 29200 | 4d fe ff 85 c0 79 10 bb 96 10 00 00 41 be 9e 54 00 00 e9 8f 00 00 00 48 8b 4d 88 48 8b 05 3e 58 | M....y......A..T.......H.M.H..>X |
| 29220 | 02 00 48 39 41 08 75 08 48 ff 01 4c 8b e9 eb 09 ff 15 7a 57 02 00 4c 8b e8 4d 85 ed 75 08 41 be | ..H9A.u.H..L......zW..L..M..u.A. |
| 29240 | aa 54 00 00 eb 5b 48 8b 44 24 58 48 8b c8 48 89 45 e0 ff 15 b0 58 02 00 4c 8b f8 48 85 c0 75 08 | .T...[H.D$XH..H.E....X..L..H..u. |
| 29260 | 41 be ac 54 00 00 eb 39 b9 01 00 00 00 ff 15 c5 58 02 00 4c 8b e0 48 85 c0 75 08 41 be ae 54 00 | A..T...9........X..L..H..u.A..T. |
| 29280 | 00 eb 1e 49 8b d4 4c 89 78 18 49 8b cd ff 15 1d 58 02 00 4c 8b f8 48 85 c0 75 41 41 be b3 54 00 | ...I..L.x.I.....X..L..H..uAA..T. |
| 292a0 | 00 bb 97 10 00 00 48 8b 35 ab dc 02 00 4c 8b 4d 80 4c 8b 44 24 78 48 8b 55 a8 48 8b 4d b0 e8 ed | ......H.5....L.M.L.D$xH.U.H.M... |
| 292c0 | 50 fe ff 48 8b 44 24 38 48 89 44 24 40 48 8b 44 24 70 48 89 44 24 38 e9 84 0e 00 00 49 83 6d 00 | P..H.D$8H.D$@H.D$pH.D$8.....I.m. |
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| 29300 | 38 4c 8b e7 4c 89 7c 24 68 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 ee 56 02 00 48 8b 4c 24 30 48 | 8L..L.|$hH..t.H.).u....V..H.L$0H |
| 29320 | 89 7c 24 40 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 d3 56 02 00 48 8b 4c 24 70 48 85 c9 74 0c 48 | .|$@H..t.H.).u....V..H.L$pH..t.H |
| 29340 | 83 29 01 75 06 ff 15 bd 56 02 00 48 89 7c 24 38 4c 8b 4d 80 48 8b d3 4c 8b 44 24 78 48 8b ce e8 | .).u....V..H.|$8L.M.H..L.D$xH... |
| 29360 | 4c 50 fe ff eb 56 4c 89 70 18 4c 89 68 20 48 89 7c 24 38 48 89 44 24 68 48 89 7c 24 40 48 85 db | LP...VL.p.L.h.H.|$8H.D$hH.|$@H.. |
| 29380 | 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 77 56 02 00 48 8b 4c 24 78 48 85 c9 74 0c 48 83 29 01 75 | t.H.+.u.H....wV..H.L$xH..t.H.).u |
| 293a0 | 06 ff 15 61 56 02 00 48 8b 4d 80 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 4c 56 02 00 48 8b 0d 85 | ...aV..H.M.H..t.H.).u...LV..H... |
| 293c0 | e7 07 00 48 8b 41 18 48 39 05 8a e2 07 00 75 26 48 8b 05 c1 ec 07 00 48 85 c0 74 11 48 ff 00 48 | ...H.A.H9.....u&H......H..t.H..H |
| 293e0 | 8b 1d b2 ec 07 00 48 89 5c 24 30 eb 6d 48 8b 0d 64 d5 07 00 eb 57 48 8b 35 5b d5 07 00 48 8b d6 | ......H.\$0.mH..d....WH.5[...H.. |
| 29400 | 4c 8b 46 18 ff 15 fe 53 02 00 48 8b d8 48 89 44 24 30 48 8b 05 2f e7 07 00 48 8b 48 18 48 89 0d | L.F....S..H..H.D$0H../...H.H.H.. |
| 29420 | 34 e2 07 00 48 89 1d 6d ec 07 00 48 85 db 74 05 48 ff 03 eb 25 ff 15 ed 57 02 00 48 85 c0 74 0a | 4...H..m...H..t.H...%...W..H..t. |
| 29440 | 48 8b df 48 89 5c 24 30 eb 10 48 8b ce e8 8e 65 fe ff 48 89 44 24 30 48 8b d8 48 85 db 75 10 bb | H..H.\$0..H....e..H.D$0H..H..u.. |
| 29460 | 99 10 00 00 41 be dd 54 00 00 e9 e4 0c 00 00 48 8b 43 08 48 8b cb 48 8b 15 2b df 07 00 4c 8b 80 | ....A..T.......H.C.H..H..+...L.. |
| 29480 | 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 e4 56 02 00 48 89 44 24 40 4c 8b e8 48 8b f0 48 | ....M..t.A.......V..H.D$@L..H..H |
| 294a0 | 85 c0 75 10 bb 99 10 00 00 41 be df 54 00 00 e9 9f 0c 00 00 48 83 2b 01 75 09 48 8b cb ff 15 45 | ..u......A..T.......H.+.u.H....E |
| 294c0 | 55 02 00 48 8b 0d 7e e6 07 00 48 8b 41 18 48 39 05 4b eb 07 00 75 26 48 8b 05 72 ea 07 00 48 85 | U..H..~...H.A.H9.K...u&H..r...H. |
| 294e0 | c0 74 11 48 ff 00 48 8b 1d 63 ea 07 00 48 89 5c 24 30 eb 6d 48 8b 0d 5d d4 07 00 eb 57 4c 8b 35 | .t.H..H..c...H.\$0.mH..]....WL.5 |
| 29500 | 54 d4 07 00 49 8b d6 4d 8b 46 18 ff 15 f7 52 02 00 48 8b d8 48 89 44 24 30 48 8b 05 28 e6 07 00 | T...I..M.F....R..H..H.D$0H..(... |
| 29520 | 48 8b 48 18 48 89 0d f5 ea 07 00 48 89 1d 1e ea 07 00 48 85 db 74 05 48 ff 03 eb 25 ff 15 e6 56 | H.H.H......H......H..t.H...%...V |
| 29540 | 02 00 48 85 c0 74 0a 48 8b df 48 89 5c 24 30 eb 10 49 8b ce e8 87 64 fe ff 48 89 44 24 30 48 8b | ..H..t.H..H.\$0..I....d..H.D$0H. |
| 29560 | d8 48 85 db 75 10 bb 99 10 00 00 41 be e2 54 00 00 e9 dd 0b 00 00 48 8b 43 08 48 8b cb 48 8b 15 | .H..u......A..T.......H.C.H..H.. |
| 29580 | 4c de 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 dd 55 02 00 4c 8b f8 48 85 | L...L......M..t.A.......U..L..H. |
| 295a0 | c0 75 10 bb 99 10 00 00 41 be e4 54 00 00 e9 a3 0b 00 00 48 83 2b 01 75 09 48 8b cb ff 15 46 54 | .u......A..T.......H.+.u.H....FT |
| 295c0 | 02 00 48 8b 05 6f 54 02 00 48 8b df 4c 8b f7 48 89 5c 24 30 49 39 45 08 75 38 49 8b 5d 18 48 89 | ..H..oT..H..L..H.\$0I9E.u8I.].H. |
| 295e0 | 5c 24 30 4c 8b f3 48 85 db 74 2c 49 8b 75 10 48 ff 03 48 89 74 24 40 48 ff 06 49 83 6d 00 01 75 | \$0L..H..t,I.u.H..H.t$@H..I.m..u |
| 29600 | 09 49 8b cd ff 15 fe 53 02 00 41 bd 01 00 00 00 eb 08 44 8b eb eb 03 44 8b ef 48 8b 4e 08 48 3b | .I.....S..A.......D....D..H.N.H; |
| 29620 | 0d 53 56 02 00 75 76 48 8b 44 24 68 48 8d 55 20 48 89 45 20 45 8d 45 02 41 8b c5 48 8b ce 48 c1 | .SV..uvH.D$hH.U.H.E.E.E.A..H..H. |
| 29640 | e0 03 48 2b d0 48 89 5d 18 4c 89 7d 28 e8 8e 59 fe ff 48 89 44 24 38 48 85 c0 75 10 bb 99 10 00 | ..H+.H.].L.}(..Y..H.D$8H..u..... |
| 29660 | 00 41 be f6 54 00 00 e9 ea 0a 00 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 88 53 02 00 | .A..T.......M..t.I...u.I.....S.. |
| 29680 | 49 83 2f 01 48 89 7c 24 30 0f 85 58 01 00 00 49 8b cf ff 15 70 53 02 00 e9 4a 01 00 00 48 8b 15 | I./.H.|$0..X...I....pS...J...H.. |
| 296a0 | 34 56 02 00 48 3b ca 74 0e ff 15 79 53 02 00 85 c0 0f 84 ad 00 00 00 48 8b 4e 10 44 8b 41 10 41 | 4V..H;.t...yS..........H.N.D.A.A |
| 296c0 | 8b c0 83 e0 8d 3d 80 00 00 00 0f 85 94 00 00 00 48 8b 44 24 68 48 8d 55 38 48 89 45 38 45 8d 55 | .....=..........H.D$hH.U8H.E8E.U |
| 296e0 | 02 41 8b c5 48 c1 e0 03 48 2b d0 48 89 5d 30 4c 89 7d 40 48 8b 41 08 48 8b cf 41 f6 c0 20 75 04 | .A..H...H+.H.]0L.}@H.A.H..A...u. |
| 29700 | 48 8b 4e 18 41 f6 c0 02 4d 8b c2 74 07 45 33 c9 ff d0 eb 02 ff d0 48 89 44 24 38 4c 8b c0 48 85 | H.N.A...M..t.E3.......H.D$8L..H. |
| 29720 | c0 75 10 bb 99 10 00 00 41 be ff 54 00 00 e9 23 0a 00 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b | .u......A..T...#...H..t.H.+.u.H. |
| 29740 | cb ff 15 c1 52 02 00 49 83 2f 01 48 89 7c 24 30 0f 85 91 00 00 00 49 8b cf ff 15 a9 52 02 00 e9 | ....R..I./.H.|$0......I.....R... |
| 29760 | 83 00 00 00 41 8d 4d 02 ff 15 ca 53 02 00 4c 8b e0 48 85 c0 75 10 bb 99 10 00 00 41 be 06 55 00 | ....A.M....S..L..H..u......A..U. |
| 29780 | 00 e9 d0 09 00 00 4d 85 f6 74 09 48 89 58 18 48 89 7c 24 30 48 8b 4c 24 68 45 33 c0 41 8b c5 49 | ......M..t.H.X.H.|$0H.L$hE3.A..I |
| 297a0 | 8b d4 48 ff 01 49 89 4c c4 18 48 8b ce 4d 89 7c c4 20 4c 8b ff e8 c6 5b fe ff 48 89 44 24 38 48 | ..H..I.L..H..M.|..L....[..H.D$8H |
| 297c0 | 85 c0 75 10 bb 99 10 00 00 41 be 11 55 00 00 e9 82 09 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 | ..u......A..U.......I.,$.u.I.... |
| 297e0 | 24 52 02 00 4c 8b e7 48 83 2e 01 75 09 48 8b ce ff 15 12 52 02 00 48 8b 44 24 38 4c 8b f7 48 89 | $R..L..H...u.H.....R..H.D$8L..H. |
| 29800 | 45 b8 48 89 44 24 48 48 89 7c 24 40 48 ff 00 48 8b 48 10 8b 50 18 48 89 4d 80 48 8b 48 20 48 8b | E.H.D$HH.|$@H..H.H..P.H.M.H.H.H. |
| 29820 | 05 8b df 07 00 48 89 7c 24 38 48 89 7c 24 50 ff 90 f0 04 00 00 4c 8b 7c 24 58 8b f7 4d 85 ff 48 | .....H.|$8H.|$P......L.|$X..M..H |
| 29840 | 89 44 24 78 4c 8b e8 40 0f 9f c6 4d 85 ff 0f 8e 5b 01 00 00 48 8b 44 24 60 48 8b 15 20 d3 07 00 | .D$xL..@...M....[...H.D$`H...... |
| 29860 | 48 8b 48 08 4c 8b 81 90 00 00 00 48 8b c8 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 fa 52 02 00 48 89 | H.H.L......H..M..t.A.......R..H. |
| 29880 | 44 24 40 48 8b d8 48 85 c0 75 10 bb bb 10 00 00 41 be 4d 55 00 00 e9 b8 08 00 00 48 8b 05 96 51 | D$@H..H..u......A.MU.......H...Q |
| 298a0 | 02 00 48 39 43 08 75 37 4c 8b 73 18 4d 85 f6 74 2e 48 8b 73 10 49 ff 06 48 89 74 24 40 48 ff 06 | ..H9C.u7L.s.M..t.H.s.I..H.t$@H.. |
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| 298e0 | 8b cb e8 d9 55 fe ff 48 89 44 24 38 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 08 51 02 00 | ....U..H.D$8M..t.I...u.I.....Q.. |
| 29900 | 48 8b 44 24 38 4c 8b e7 48 85 c0 75 10 bb bb 10 00 00 41 be 5b 55 00 00 e9 2c 08 00 00 48 83 2b | H.D$8L..H..u......A.[U...,...H.+ |
| 29920 | 01 75 0e 48 8b cb ff 15 dc 50 02 00 48 8b 44 24 38 48 8b 15 d8 e5 07 00 45 33 c0 48 8b c8 ff 15 | .u.H.....P..H.D$8H......E3.H.... |
| 29940 | 2c 51 02 00 48 89 44 24 40 48 8b d8 48 85 c0 75 10 bb bb 10 00 00 41 be 5e 55 00 00 e9 e8 07 00 | ,Q..H.D$@H..H..u......A.^U...... |
| 29960 | 00 48 8b 44 24 38 48 83 28 01 75 09 48 8b c8 ff 15 93 50 02 00 48 8b cb 48 89 7c 24 38 e8 fe f0 | .H.D$8H.(.u.H.....P..H..H.|$8... |
| 29980 | fd ff 8b f0 85 c0 79 10 bb bb 10 00 00 41 be 60 55 00 00 e9 b1 07 00 00 48 83 2b 01 75 09 48 8b | ......y......A.`U.......H.+.u.H. |
| 299a0 | cb ff 15 61 50 02 00 48 89 7c 24 40 4c 8b f7 85 f6 0f 84 ed 04 00 00 48 8b 0d 8a e1 07 00 48 8b | ...aP..H.|$@L..........H......H. |
| 299c0 | 41 18 48 39 05 67 e6 07 00 75 26 48 8b 05 4e e5 07 00 48 85 c0 74 11 48 ff 00 4c 8b 05 3f e5 07 | A.H9.g...u&H..N...H..t.H..L..?.. |
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| 29a00 | 15 03 4e 02 00 4c 8b c0 48 89 44 24 38 48 8b 05 34 e1 07 00 48 8b 48 18 48 89 0d 11 e6 07 00 4c | ..N..L..H.D$8H..4...H.H.H......L |
| 29a20 | 89 05 fa e4 07 00 4d 85 c0 74 05 49 ff 00 eb 25 ff 15 f2 51 02 00 48 85 c0 74 0a 4c 8b c7 48 89 | ......M..t.I...%...Q..H..t.L..H. |
| 29a40 | 7c 24 38 eb 10 48 8b cb e8 93 5f fe ff 48 89 44 24 38 4c 8b c0 4d 85 c0 75 10 bb c3 10 00 00 41 | |$8..H...._..H.D$8L..M..u......A |
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| 29a80 | 85 c9 74 05 41 ff d1 eb 06 ff 15 e9 50 02 00 4c 8b e0 48 85 c0 75 10 bb c3 10 00 00 41 be 6f 55 | ..t.A.......P..L..H..u......A.oU |
| 29aa0 | 00 00 e9 a2 06 00 00 48 8b 44 24 38 48 83 28 01 75 09 48 8b c8 ff 15 4d 4f 02 00 48 8b 05 76 4f | .......H.D$8H.(.u.H....MO..H..vO |
| 29ac0 | 02 00 49 39 44 24 08 75 3e 49 8b 5c 24 18 48 85 db 74 34 49 8b 44 24 10 49 8b cc 48 ff 03 4c 8b | ..I9D$.u>I.\$.H..t4I.D$.I..H..L. |
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| 29ba0 | 4c 89 55 b0 49 83 f9 ff 0f 8e 8d 00 00 00 4c 8b 5d 90 49 83 ff 04 7c 5c 4d 8d 41 fd 49 8b d3 49 | L.U.I.........L.].I...|\M.A.I..I |
| 29bc0 | c1 e8 02 49 8d 49 ff 49 ff c0 49 8d 0c ca 49 8b c0 49 2b d2 48 f7 d8 4d 8d 0c 81 0f 1f 44 00 00 | ...I.I.I..I...I..I+.H..M.....D.. |
| 29be0 | f2 0f 58 44 0a 08 f2 0f 11 41 08 f2 0f 58 04 0a f2 0f 11 01 f2 0f 58 44 0a f8 f2 0f 11 41 f8 f2 | ..XD.....A...X........XD.....A.. |
| 29c00 | 0f 58 44 0a f0 f2 0f 11 41 f0 48 83 e9 20 49 83 e8 01 75 cc 49 83 f9 ff 7e 21 49 8b d3 4b 8d 04 | .XD.....A.H...I...u.I...~!I..K.. |
| 29c20 | ca 49 2b d2 49 8d 49 01 f2 0f 58 04 10 f2 0f 11 00 48 83 e8 08 48 83 e9 01 75 ed 48 8b 5d a0 48 | .I+.I.I...X......H...H...u.H.].H |
| 29c40 | 8b 15 6a d2 07 00 48 8b 8b c8 00 00 00 e8 be 3f 02 00 48 89 45 c8 4c 8b f8 48 85 c0 75 10 bb ca | ..j...H........?..H.E.L..H..u... |
| 29c60 | 10 00 00 41 be bc 55 00 00 e9 db 04 00 00 48 8b 15 b3 d7 07 00 48 8b 8b c8 00 00 00 e8 8f 3f 02 | ...A..U.......H......H........?. |
| 29c80 | 00 4c 8b e0 48 85 c0 75 08 41 be be 55 00 00 eb 7e 48 8b 05 a0 4d 02 00 49 39 44 24 08 75 39 49 | .L..H..u.A..U...~H...M..I9D$.u9I |
| 29ca0 | 8b 74 24 18 48 85 f6 74 2f 49 8b 44 24 10 49 8b cc 48 ff 06 4c 8b e0 48 ff 00 48 83 29 01 75 06 | .t$.H..t/I.D$.I..H..L..H..H.).u. |
| 29cc0 | ff 15 42 4d 02 00 48 85 f6 74 0d 48 8b d6 49 8b cc e8 ea 4f fe ff eb 0b 49 8b cc e8 e0 51 fe ff | ..BM..H..t.H..I....O....I....Q.. |
| 29ce0 | 48 8b f7 48 89 44 24 40 48 8b d8 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 09 4d 02 00 48 | H..H.D$@H..H..t.H...u.H.....M..H |
| 29d00 | 89 7c 24 38 48 85 db 75 36 41 be cc 55 00 00 48 8b 35 42 d2 02 00 49 83 2f 01 75 09 49 8b cf ff | .|$8H..u6A..U..H.5B...I./.u.I... |
| 29d20 | 15 e3 4c 02 00 48 8b 44 24 48 4c 8b ff 48 89 44 24 48 bb ca 10 00 00 4c 8b ef e9 21 04 00 00 49 | ..L..H.D$HL..H.D$H.....L...!...I |
| 29d40 | 83 2c 24 01 75 09 49 8b cc ff 15 b9 4c 02 00 48 83 2b 01 4c 8b e7 75 09 48 8b cb ff 15 a7 4c 02 | .,$.u.I.....L..H.+.L..u.H.....L. |
| 29d60 | 00 48 89 7c 24 40 ff 15 8c 4e 02 00 48 89 45 98 4d 85 ed 0f 8e e5 00 00 00 48 8b 54 24 58 48 8b | .H.|$@...N..H.E.M........H.T$XH. |
| 29d80 | 75 90 4c 8b 65 80 48 8b 7d b0 49 2b f4 f2 0f 10 3d 9b a5 04 00 8d 4a ff 4c 8b 44 24 58 48 8d 04 | u.L.e.H.}.I+....=.....J.L.D$XH.. |
| 29da0 | d5 00 00 00 00 48 f7 da 48 63 c9 48 c1 e2 03 48 2b 7d 90 48 89 55 c0 48 89 4d 88 48 89 45 a8 90 | .....H..Hc.H...H+}.H.U.H.M.H.E.. |
| 29dc0 | 0f 28 f7 48 85 c9 7e 6b 4c 8b 7d a0 4c 8d 2c 37 49 8b dc 4c 8b f1 66 66 0f 1f 84 00 00 00 00 00 | .(.H..~kL.}.L.,7I..L..ff........ |
| 29de0 | f2 42 0f 10 54 2b 08 49 8d 4f 18 f2 0f 10 0c 1e e8 0b 7b fd ff 0f 28 d7 0f 28 c8 f2 0f 5c d0 f2 | .B..T+.I.O........{...(..(...\.. |
| 29e00 | 0f 59 ce f2 0f 59 d6 f2 0f 11 0b 48 83 c3 08 0f 28 f2 49 83 ee 01 75 c8 48 8b 45 a8 48 8b 4d 88 | .Y...Y.....H....(.I...u.H.E.H.M. |
| 29e20 | 48 8b 55 c0 4c 8b 74 24 50 4c 8b 6c 24 78 4c 8b 44 24 58 4d 03 f0 f2 42 0f 11 74 20 f8 4c 03 e0 | H.U.L.t$PL.l$xL.D$XM...B..t..L.. |
| 29e40 | 4c 89 74 24 50 48 03 f2 4d 3b f5 0f 8c 6f ff ff ff 4c 8b 7d c8 33 ff 48 8b 45 98 44 8b e7 48 8b | L.t$PH..M;...o...L.}.3.H.E.D..H. |
| 29e60 | c8 ff 15 51 4b 02 00 48 8b 15 b2 e2 07 00 45 33 c0 49 8b cf e8 07 55 fe ff 49 83 2f 01 48 8b d8 | ...QK..H......E3.I....U..I./.H.. |
| 29e80 | 75 09 49 8b cf ff 15 7d 4b 02 00 48 85 db 0f 85 85 03 00 00 bb ca 10 00 00 41 be 46 56 00 00 e9 | u.I....}K..H.............A.FV... |
| 29ea0 | a5 02 00 00 4c 8b 75 a0 48 8b 15 01 d0 07 00 49 8b 8e c8 00 00 00 e8 55 3d 02 00 48 89 45 c8 4c | ....L.u.H......I.......U=..H.E.L |
| 29ec0 | 8b f8 48 85 c0 75 0b 41 be 68 56 00 00 e9 72 02 00 00 48 8b 15 4f d5 07 00 49 8b 8e c8 00 00 00 | ..H..u.A.hV...r...H..O...I...... |
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| 29f00 | 08 75 39 49 8b 74 24 18 48 85 f6 74 2f 49 8b 44 24 10 49 8b cc 48 ff 06 4c 8b e0 48 ff 00 48 83 | .u9I.t$.H..t/I.D$.I..H..L..H..H. |
| 29f20 | 29 01 75 06 ff 15 de 4a 02 00 48 85 f6 74 0d 48 8b d6 49 8b cc e8 86 4d fe ff eb 0b 49 8b cc e8 | ).u....J..H..t.H..I....M....I... |
| 29f40 | 7c 4f fe ff 48 8b f7 48 89 44 24 40 48 8b d8 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 a5 | |O..H..H.D$@H..H..t.H...u.H..... |
| 29f60 | 4a 02 00 48 89 7c 24 38 48 85 db 75 36 41 be 78 56 00 00 48 8b 35 de cf 02 00 49 83 2f 01 75 09 | J..H.|$8H..u6A.xV..H.5....I./.u. |
| 29f80 | 49 8b cf ff 15 7f 4a 02 00 48 8b 44 24 48 4c 8b ff 48 89 44 24 48 bb d8 10 00 00 4c 8b ef e9 bd | I.....J..H.D$HL..H.D$H.....L.... |
| 29fa0 | 01 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 55 4a 02 00 48 83 2b 01 4c 8b e7 75 09 48 8b cb ff | ...I.,$.u.I....UJ..H.+.L..u.H... |
| 29fc0 | 15 43 4a 02 00 48 89 7c 24 40 ff 15 28 4c 02 00 48 89 45 c0 4d 8b d5 4d 85 ed 0f 8e 28 01 00 00 | .CJ..H.|$@..(L..H.E.M..M....(... |
| 29fe0 | 4c 8b 5c 24 58 49 c7 c4 f0 ff ff ff 4c 8b 4d 80 48 8b 45 90 f2 0f 10 3d 34 a3 04 00 4c 2b e0 4e | L.\$XI......L.M.H.E....=4...L+.N |
| 2a000 | 8d 04 dd 00 00 00 00 4c 89 45 98 4d 8d 69 10 90 0f 57 f6 4d 85 db 7e 40 48 8b d8 4f 8d 3c 2c 49 | .......L.E.M.i...W.M..~@H..O.<,I |
| 2a020 | 8b f3 f2 0f 10 0b 49 8d 4e 18 e8 11 73 fd ff f2 41 0f 11 04 1f f2 0f 58 c6 48 83 c3 08 0f 28 f0 | ......I.N...s...A......X.H....(. |
| 2a040 | 48 83 ee 01 75 dc 4c 8b 45 98 4c 8b 4d 80 4c 8b 54 24 78 4c 8b 5c 24 58 0f 28 d7 48 8b d7 f2 0f | H...u.L.E.L.M.L.T$xL.\$X.(.H.... |
| 2a060 | 5e d6 66 0f 14 d2 49 83 fb 04 7c 46 49 8d 4b fc 49 8b c5 48 c1 e9 02 48 ff c1 48 8d 14 8d 00 00 | ^.f...I...|FI.K.I..H...H..H..... |
| 2a080 | 00 00 0f 1f 40 00 66 66 0f 1f 84 00 00 00 00 00 0f 10 40 f0 48 8d 40 20 66 0f 59 c2 0f 11 40 d0 | ....@.ff..........@.H.@.f.Y...@. |
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| 2a0c0 | 49 8d 0c c1 49 8b c3 48 2b c2 48 8d 49 08 0f 28 c2 f2 0f 59 41 f8 f2 0f 11 41 f8 48 83 e8 01 75 | I...I..H+.H.I..(...YA....A.H...u |
| 2a0e0 | e9 48 8b 45 90 4d 03 f3 4d 03 e8 4c 89 74 24 50 4d 3b f2 4c 8b 75 a0 0f 8c 13 ff ff ff 4c 8b 7d | .H.E.M..M..L.t$PM;.L.u.......L.} |
| 2a100 | c8 4c 8b e7 48 8b 45 c0 48 8b c8 ff 15 a7 48 02 00 48 8b 15 08 e0 07 00 45 33 c0 49 8b cf e8 5d | .L..H.E.H.....H..H......E3.I...] |
| 2a120 | 52 fe ff 49 83 2f 01 48 8b d8 75 09 49 8b cf ff 15 d3 48 02 00 48 85 db 0f 85 db 00 00 00 41 be | R..I./.H..u.I.....H..H........A. |
| 2a140 | ff 56 00 00 bb d8 10 00 00 48 8b 44 24 48 48 89 44 24 48 4c 8b ff 4c 8b ef 48 8b 35 f8 cd 02 00 | .V.......H.D$HH.D$HL..L..H.5.... |
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| 2a180 | 48 83 28 01 75 09 48 8b c8 ff 15 79 48 02 00 48 8b 44 24 38 48 85 c0 74 0f 48 83 28 01 75 09 48 | H.(.u.H....yH..H.D$8H..t.H.(.u.H |
| 2a1a0 | 8b c8 ff 15 60 48 02 00 4d 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff 15 4b 48 02 00 4d 85 ed | ....`H..M..t.I.,$.u.I....KH..M.. |
| 2a1c0 | 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 36 48 02 00 4c 8b 65 d8 4c 89 64 24 60 4d 85 ff 74 19 | t.I.m..u.I....6H..L.e.L.d$`M..t. |
| 2a1e0 | 49 83 2f 01 4c 89 64 24 60 75 0e 49 8b cf ff 15 14 48 02 00 4c 89 64 24 60 4c 8b ce 48 8d 0d e5 | I./.L.d$`u.I.....H..L.d$`L..H... |
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| 2a2c0 | 75 09 48 8b c8 ff 15 3d 47 02 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 29 47 02 00 48 | u.H....=G..H..t.H...u.H....)G..H |
| 2a2e0 | 8b c7 48 8b 4d 48 48 33 cc e8 e2 d5 fd ff 48 81 c4 90 01 00 00 5f 5e 5d c3 cc cc cc cc cc cc cc | ..H.MHH3......H......_^]........ |
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| 2a320 | 48 02 00 45 33 e4 48 8b 5a 10 4d 8b f8 4c 89 64 24 40 4c 8b f2 48 89 7c 24 48 4c 8b e9 41 8b f4 | H..E3.H.Z.M..L.d$@L..H.|$HL..A.. |
| 2a340 | 48 8b c3 4d 85 c0 0f 84 e5 00 00 00 48 85 db 74 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 e4 00 00 | H..M........H..t"H...t.H........ |
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| 2a3c0 | c9 07 00 49 8b cf 4c 8b 42 18 ff 15 38 44 02 00 48 85 c0 74 0b 48 8b f8 48 89 44 24 48 48 ff cd | ...I..L.B...8D..H..t.H..H.D$HH.. |
| 2a3e0 | 48 85 ed 0f 8e e6 00 00 00 48 8d 05 98 a5 07 00 49 8b cf 48 89 44 24 28 4c 8d 4c 24 40 48 8d 15 | H........H......I..H.D$(L.L$@H.. |
| 2a400 | 6c 22 07 00 48 89 5c 24 20 e8 a2 50 fe ff 85 c0 79 0a ba 50 53 00 00 e9 8e 00 00 00 48 8b 7c 24 | l"..H.\$...P....y..PS.......H.|$ |
| 2a420 | 48 48 8b 74 24 40 e9 a4 00 00 00 49 8b 5e 10 eb 14 48 83 e8 01 0f 84 90 00 00 00 48 83 f8 01 0f | HH.t$@.....I.^...H.........H.... |
| 2a440 | 84 82 00 00 00 48 83 fb 01 48 89 5c 24 30 48 8d 0d c3 df 07 00 41 0f 9d c4 48 8d 05 8c 74 07 00 | .....H...H.\$0H......A...H...t.. |
| 2a460 | 48 0f 4c c1 4c 8d 0d 0d 81 07 00 49 ff c4 48 89 44 24 28 48 83 fb 01 4c 89 64 24 20 48 8d 0d ed | H.L.L......I..H.D$(H...L.d$.H... |
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| 2a500 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 55 53 56 57 41 54 41 55 41 56 41 57 48 8d 6c | ................@USVWATAUAVAWH.l |
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| 2b220 | 8b c6 48 89 74 24 50 0f 94 c3 48 3b 15 17 39 02 00 0f 94 c1 48 3b 15 1d 38 02 00 0f 94 c0 0b c8 | ..H.t$P...H;..9.....H;..8....... |
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| 2b280 | dc e9 b9 08 00 00 48 8b 47 08 48 8b cf 48 8b 15 14 bb 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | ......H.G.H..H......L......M..t. |
| 2b2a0 | 41 ff d0 eb 06 ff 15 cd 38 02 00 48 89 44 24 48 48 85 c0 75 0f bb d9 0f 00 00 be ea 4e 00 00 e9 | A.......8..H.D$HH..u........N... |
| 2b2c0 | e6 06 00 00 48 8b 15 ed c6 07 00 41 b8 04 00 00 00 48 8b c8 ff 15 96 37 02 00 48 89 44 24 50 48 | ....H......A.....H.....7..H.D$PH |
| 2b2e0 | 85 c0 75 0f bb d9 0f 00 00 be ec 4e 00 00 e9 b7 06 00 00 48 8b 4c 24 48 4c 29 21 75 06 ff 15 05 | ..u........N.......H.L$HL)!u.... |
| 2b300 | 37 02 00 48 8b 54 24 50 8b de 48 3b 15 ff 35 02 00 8b ce 8b c6 48 89 74 24 48 0f 94 c3 48 3b 15 | 7..H.T$P..H;..5......H.t$H...H;. |
| 2b320 | 24 38 02 00 0f 94 c1 48 3b 15 2a 37 02 00 0f 94 c0 0b c8 0b cb 75 0b 48 8b ca ff 15 80 35 02 00 | $8.....H;.*7.........u.H.....5.. |
| 2b340 | 8b d8 85 db 79 0f bb d9 0f 00 00 be ee 4e 00 00 e9 55 06 00 00 48 8b 54 24 50 4c 29 22 75 09 48 | ....y........N...U...H.T$PL)"u.H |
| 2b360 | 8b ca ff 15 a0 36 02 00 48 89 74 24 50 85 db 0f 84 85 03 00 00 48 8b 05 cc c7 07 00 48 8b 48 18 | .....6..H.t$P........H......H.H. |
| 2b380 | 48 39 0d 09 cd 07 00 75 2b 48 8b 05 60 ce 07 00 48 85 c0 74 11 48 ff 00 48 8b 0d 51 ce 07 00 48 | H9.....u+H..`...H..t.H..H..Q...H |
| 2b3a0 | 89 4c 24 48 eb 30 48 8b 0d ab b5 07 00 e8 2e 46 fe ff eb 1a 48 8b 0d 9d b5 07 00 4c 8d 05 2e ce | .L$H.0H........F....H......L.... |
| 2b3c0 | 07 00 48 8d 15 c7 cc 07 00 e8 22 35 fe ff 48 89 44 24 48 48 8b c8 48 85 c9 75 23 48 8b 3d 76 bb | ..H......."5..H.D$HH..H..u#H.=v. |
| 2b3e0 | 02 00 45 33 e4 4c 8b 6c 24 58 bb d9 0f 00 00 4c 89 64 24 48 be f5 4e 00 00 e9 ed 05 00 00 48 8b | ..E3.L.l$X.....L.d$H..N.......H. |
| 2b400 | 41 08 48 8b 15 0f b8 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 58 37 02 00 | A.H......L......M..t.A......X7.. |
| 2b420 | 48 89 44 24 40 48 85 c0 75 0f bb d9 0f 00 00 be f7 4e 00 00 e9 71 05 00 00 48 8b 4c 24 48 4c 29 | H.D$@H..u........N...q...H.L$HL) |
| 2b440 | 21 75 06 ff 15 bf 35 02 00 48 8b 47 08 48 8b cf 48 8b 15 29 b4 07 00 4c 8b 80 90 00 00 00 4d 85 | !u....5..H.G.H..H..)...L......M. |
| 2b460 | c0 74 05 41 ff d0 eb 06 ff 15 0a 37 02 00 48 89 44 24 48 48 85 c0 75 0f bb d9 0f 00 00 be fa 4e | .t.A.......7..H.D$HH..u........N |
| 2b480 | 00 00 e9 23 05 00 00 4c 8b 54 24 40 4c 8b fe 48 8b 05 a2 35 02 00 8b de 49 39 42 08 75 30 4d 8b | ...#...L.T$@L..H...5....I9B.u0M. |
| 2b4a0 | 7a 18 4d 85 ff 74 27 49 8b 42 10 49 ff 07 48 ff 00 48 8b 4c 24 40 48 89 44 24 40 4c 29 21 75 06 | z.M..t'I.B.I..H..H.L$@H.D$@L)!u. |
| 2b4c0 | ff 15 42 35 02 00 4c 8b 54 24 40 41 8b dc 49 8b 4a 08 48 3b 0d 9f 37 02 00 75 51 48 8b 44 24 48 | ..B5..L.T$@A..I.J.H;..7..uQH.D$H |
| 2b4e0 | 48 8d 55 df 48 89 45 df 44 8d 43 02 48 8b 05 a5 c0 07 00 45 33 c9 48 89 45 e7 49 8b ca 8b c3 48 | H.U.H.E.D.C.H......E3.H.E.I....H |
| 2b500 | c1 e0 03 48 2b d0 4c 89 7d d7 e8 d1 3a fe ff 48 89 44 24 50 48 85 c0 0f 85 8a 00 00 00 be 13 4f | ...H+.L.}...:..H.D$PH..........O |
| 2b520 | 00 00 bb d9 0f 00 00 e9 7e 04 00 00 48 8b 15 a5 37 02 00 48 3b ca 74 13 ff 15 ea 34 02 00 85 c0 | ........~...H...7..H;.t....4.... |
| 2b540 | 0f 84 91 00 00 00 4c 8b 54 24 40 49 8b 42 10 8b 48 10 83 e1 8d 81 f9 80 00 00 00 75 7a 48 8b 44 | ......L.T$@I.B..H..........uzH.D |
| 2b560 | 24 48 48 8d 55 f7 48 89 45 f7 44 8d 43 02 48 8b 05 23 c0 07 00 49 8b ca 48 89 45 ff 8b c3 48 c1 | $HH.U.H.E.D.C.H..#...I..H.E...H. |
| 2b580 | e0 03 48 2b d0 4c 89 7d ef e8 02 39 fe ff 48 89 44 24 50 48 85 c0 75 0f be 1c 4f 00 00 bb d9 0f | ..H+.L.}...9..H.D$PH..u...O..... |
| 2b5a0 | 00 00 e9 03 04 00 00 4d 85 ff 74 0e 4d 29 27 75 09 49 8b cf ff 15 4e 34 02 00 48 8b 4c 24 48 4c | .......M..t.M)'u.I....N4..H.L$HL |
| 2b5c0 | 8b fe 4c 29 21 75 06 ff 15 3b 34 02 00 48 89 74 24 48 e9 9d 00 00 00 8d 4b 02 ff 15 58 35 02 00 | ..L)!u...;4..H.t$H......K...X5.. |
| 2b5e0 | 48 89 44 24 60 48 85 c0 75 0f bb d9 0f 00 00 be 23 4f 00 00 e9 b1 03 00 00 4d 85 ff 74 0c 48 8b | H.D$`H..u.......#O.......M..t.H. |
| 2b600 | 44 24 60 4c 89 78 18 4c 8b fe 48 8b 4c 24 48 45 33 c0 48 8b 44 24 60 8b d3 48 89 4c d0 18 48 8b | D$`L.x.L..H.L$HE3.H.D$`..H.L..H. |
| 2b620 | 0d 73 bf 07 00 48 ff 01 48 8b 44 24 60 48 89 4c d0 20 48 8b 54 24 60 48 8b 4c 24 40 48 89 74 24 | .s...H..H.D$`H.L..H.T$`H.L$@H.t$ |
| 2b640 | 48 e8 3a 3d fe ff 48 89 44 24 50 48 85 c0 75 0f bb d9 0f 00 00 be 2e 4f 00 00 e9 4b 03 00 00 48 | H.:=..H.D$PH..u........O...K...H |
| 2b660 | 8b 4c 24 60 4c 29 21 75 06 ff 15 99 33 02 00 48 89 74 24 60 48 8b 4c 24 40 4c 29 21 75 06 ff 15 | .L$`L)!u....3..H.t$`H.L$@L)!u... |
| 2b680 | 84 33 02 00 48 8b 54 24 50 8b de 48 3b 15 7e 32 02 00 8b ce 8b c6 48 89 74 24 40 0f 94 c3 48 3b | .3..H.T$P..H;.~2......H.t$@...H; |
| 2b6a0 | 15 a3 34 02 00 0f 94 c1 48 3b 15 a9 33 02 00 0f 94 c0 0b c8 0b cb 75 0b 48 8b ca ff 15 ff 31 02 | ..4.....H;..3.........u.H.....1. |
| 2b6c0 | 00 8b d8 85 db 79 0f bb d9 0f 00 00 be 3b 4f 00 00 e9 d4 02 00 00 48 8b 54 24 50 4c 29 22 75 09 | .....y.......;O.......H.T$PL)"u. |
| 2b6e0 | 48 8b ca ff 15 1f 33 02 00 48 89 74 24 50 85 db 75 08 41 8b dc e9 45 04 00 00 48 8b 05 47 c4 07 | H.....3..H.t$P..u.A...E...H..G.. |
| 2b700 | 00 48 8b 48 18 48 39 0d 44 c5 07 00 75 26 48 8b 05 33 c5 07 00 48 85 c0 74 0c 48 ff 00 48 8b 05 | .H.H.H9.D...u&H..3...H..t.H..H.. |
| 2b720 | 24 c5 07 00 eb 28 48 8b 0d 2b b2 07 00 e8 ae 42 fe ff eb 1a 48 8b 0d 1d b2 07 00 4c 8d 05 06 c5 | $....(H..+.....B....H......L.... |
| 2b740 | 07 00 48 8d 15 07 c5 07 00 e8 a2 31 fe ff 48 89 44 24 40 48 85 c0 75 0a be 5c 4f 00 00 e9 43 02 | ..H........1..H.D$@H..u..\O...C. |
| 2b760 | 00 00 48 8b 4c 24 40 48 8b 15 02 b6 07 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff | ..H.L$@H......H.A.L......M..t.A. |
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| 2b7a0 | 00 00 48 8b 4c 24 40 4c 29 21 75 06 ff 15 56 32 02 00 48 8b 15 ff c1 07 00 45 33 c0 48 8b cf ff | ..H.L$@L)!u...V2..H......E3.H... |
| 2b7c0 | 15 ab 32 02 00 48 89 44 24 40 48 85 c0 75 0a be 61 4f 00 00 e9 cc 01 00 00 48 b9 ff ff ff ff ff | ..2..H.D$@H..u..aO.......H...... |
| 2b7e0 | ff ff 7f e8 18 d9 fd ff 48 89 44 24 48 48 85 c0 75 1b 48 8b 3d 5f b7 02 00 bb dc 0f 00 00 4c 8b | ........H.D$HH..u.H.=_........L. |
| 2b800 | 6c 24 58 be 62 4f 00 00 e9 c2 01 00 00 41 b8 04 00 00 00 48 8b d0 48 8b cf ff 15 51 32 02 00 4c | l$X.bO.......A.....H..H....Q2..L |
| 2b820 | 8b f8 48 85 c0 75 0a be 64 4f 00 00 e9 74 01 00 00 48 8b 4c 24 48 4c 29 21 75 06 ff 15 c7 31 02 | ..H..u..dO...t...H.L$HL)!u....1. |
| 2b840 | 00 48 8b 4c 24 40 49 8b d7 ff 15 01 31 02 00 48 89 44 24 48 48 85 c0 75 1b 48 8b 3d f8 b6 02 00 | .H.L$@I.....1..H.D$HH..u.H.=.... |
| 2b860 | bb dc 0f 00 00 4c 8b 6c 24 58 be 66 4f 00 00 e9 5b 01 00 00 48 8b 4c 24 40 4c 29 21 75 06 ff 15 | .....L.l$X.fO...[...H.L$@L)!u... |
| 2b880 | 84 31 02 00 48 89 74 24 40 4d 29 27 75 09 49 8b cf ff 15 71 31 02 00 48 8b 4c 24 60 48 8b de 48 | .1..H.t$@M)'u.I....q1..H.L$`H..H |
| 2b8a0 | 8b 05 92 31 02 00 48 39 41 08 75 3c 48 8b 59 18 48 85 db 74 33 48 8b 41 10 48 ff 03 48 ff 00 48 | ...1..H9A.u<H.Y.H..t3H.A.H..H..H |
| 2b8c0 | 8b 4c 24 60 48 89 44 24 60 4c 29 21 75 06 ff 15 34 31 02 00 4c 8b 44 24 48 48 8b d3 48 8b 4c 24 | .L$`H.D$`L)!u...41..L.D$HH..H.L$ |
| 2b8e0 | 60 e8 aa 32 fe ff eb 0a 48 8b 54 24 48 e8 ce 33 fe ff 48 89 44 24 50 48 85 db 74 0e 4c 29 23 75 | `..2....H.T$H..3..H.D$PH..t.L)#u |
| 2b900 | 09 48 8b cb ff 15 fe 30 02 00 48 8b 4c 24 48 4c 8b fe 4c 29 21 75 06 ff 15 eb 30 02 00 48 83 7c | .H.....0..H.L$HL..L)!u....0..H.| |
| 2b920 | 24 50 00 48 89 74 24 48 75 1e 48 8b 3d 27 b6 02 00 bb dc 0f 00 00 4c 8b 6c 24 58 be 77 4f 00 00 | $P.H.t$Hu.H.='........L.l$X.wO.. |
| 2b940 | 45 33 e4 e9 a3 00 00 00 48 8b 4c 24 60 4c 29 21 75 06 ff 15 b0 30 02 00 48 8b 54 24 50 8b fe 48 | E3......H.L$`L)!u....0..H.T$P..H |
| 2b960 | 3b 15 aa 2f 02 00 8b ce 8b c6 48 89 74 24 60 40 0f 94 c7 48 3b 15 ce 31 02 00 0f 94 c1 48 3b 15 | ;../......H.t$`@...H;..1.....H;. |
| 2b980 | d4 30 02 00 0f 94 c0 0b c8 0b cf 75 0b 48 8b ca ff 15 2a 2f 02 00 8b f8 85 ff 0f 89 7a 01 00 00 | .0.........u.H....*/........z... |
| 2b9a0 | be 7a 4f 00 00 bb dc 0f 00 00 4c 8b 6c 24 58 48 8b 3d a2 b5 02 00 48 8b 54 24 48 48 85 d2 74 0f | .zO.......L.l$XH.=....H.T$HH..t. |
| 2b9c0 | 48 83 2a 01 75 09 48 8b ca ff 15 39 30 02 00 45 33 e4 4c 89 64 24 48 4d 85 ff 74 0f 49 83 2f 01 | H.*.u.H....90..E3.L.d$HM..t.I./. |
| 2b9e0 | 75 09 49 8b cf ff 15 1d 30 02 00 48 8b 44 24 60 4d 8b fc 48 85 c0 74 0f 48 83 28 01 75 09 48 8b | u.I.....0..H.D$`M..H..t.H.(.u.H. |
| 2ba00 | c8 ff 15 01 30 02 00 48 8b 4c 24 40 4c 89 64 24 60 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 e6 2f | ....0..H.L$@L.d$`H..t.H.).u..../ |
| 2ba20 | 02 00 48 8b 54 24 50 4c 89 64 24 40 48 85 d2 74 0f 48 83 2a 01 75 09 48 8b ca ff 15 c8 2f 02 00 | ..H.T$PL.d$@H..t.H.*.u.H...../.. |
| 2ba40 | 48 8b 15 99 c5 07 00 49 8b ce 4c 89 64 24 50 e8 dc 26 fe ff 85 c0 74 40 4c 8b cf 48 8d 0d 76 8f | H......I..L.d$P..&....t@L..H..v. |
| 2ba60 | 07 00 44 8b c3 8b d6 e8 f4 fd fd ff 4c 8d 4c 24 48 49 8b ce 4c 8d 44 24 60 48 8d 54 24 50 e8 0d | ..D.........L.L$HI..L.D$`H.T$P.. |
| 2ba80 | 25 fe ff 85 c0 79 2a 48 8b 3d ca b4 02 00 bb de 0f 00 00 be ae 4f 00 00 4c 8b 4d 87 49 8b ce 4c | %....y*H.=...........O..L.M.I..L |
| 2baa0 | 8b 45 8f 48 8b 55 97 e8 04 29 fe ff e9 e8 19 00 00 48 8b 4c 24 50 48 85 c9 74 0c 48 83 29 01 75 | .E.H.U...).......H.L$PH..t.H.).u |
| 2bac0 | 06 ff 15 41 2f 02 00 48 8b 4c 24 60 33 f6 48 89 74 24 50 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 | ...A/..H.L$`3.H.t$PH..t.H.).u... |
| 2bae0 | 24 2f 02 00 48 8b 4c 24 48 48 89 74 24 60 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 09 2f 02 00 48 | $/..H.L$HH.t$`H..t.H.).u..../..H |
| 2bb00 | 89 74 24 48 4c 8b 4d 87 49 8b ce 4c 8b 45 8f 48 8b 55 97 e8 98 28 fe ff eb 7a 48 8b 54 24 50 4c | .t$HL.M.I..L.E.H.U...(...zH.T$PL |
| 2bb20 | 29 22 75 09 48 8b ca ff 15 db 2e 02 00 85 ff 48 89 74 24 50 48 8b 7c 24 58 8b de 41 0f 45 dc 48 | )"u.H..........H.t$PH.|$X..A.E.H |
| 2bb40 | 8b 4d 97 48 85 c9 74 0b 4c 29 21 75 06 ff 15 b5 2e 02 00 48 8b 4d 8f 48 89 75 97 48 85 c9 74 0b | .M.H..t.L)!u.......H.M.H.u.H..t. |
| 2bb60 | 4c 29 21 75 06 ff 15 9d 2e 02 00 48 8b 4d 87 48 89 75 8f 48 85 c9 74 0b 4c 29 21 75 06 ff 15 85 | L)!u.......H.M.H.u.H..t.L)!u.... |
| 2bb80 | 2e 02 00 48 89 75 87 85 db 0f 84 ff 00 00 00 4c 8b 6c 24 58 48 b9 ff ff ff ff ff ff ff 7f e8 5d | ...H.u.........L.l$XH..........] |
| 2bba0 | d5 fd ff 48 89 44 24 48 48 85 c0 75 16 48 8b 3d a4 b3 02 00 bb e3 0f 00 00 be e8 4f 00 00 e9 ef | ...H.D$HH..u.H.=...........O.... |
| 2bbc0 | 18 00 00 48 8b 0d 86 b0 07 00 48 8b d0 ff 15 bd 2d 02 00 48 89 44 24 60 48 85 c0 75 16 48 8b 3d | ...H......H.....-..H.D$`H..u.H.= |
| 2bbe0 | 74 b3 02 00 bb e2 0f 00 00 be f2 4f 00 00 e9 a6 18 00 00 48 8b 4c 24 48 48 83 29 01 75 06 ff 15 | t..........O.......H.L$HH.).u... |
| 2bc00 | 04 2e 02 00 48 8b 54 24 60 48 8b 0d d0 c3 07 00 48 89 74 24 48 e8 a6 30 fe ff 48 89 44 24 48 48 | ....H.T$`H......H.t$H..0..H.D$HH |
| 2bc20 | 85 c0 75 16 48 8b 3d 2d b3 02 00 bb e1 0f 00 00 be fd 4f 00 00 e9 78 18 00 00 48 8b 4c 24 60 48 | ..u.H.=-..........O...x...H.L$`H |
| 2bc40 | 83 29 01 75 06 ff 15 bd 2d 02 00 48 8b 4c 24 48 45 33 c9 45 33 c0 48 89 74 24 60 33 d2 e8 6e 35 | .).u....-..H.L$HE3.E3.H.t$`3..n5 |
| 2bc60 | fe ff 48 8b 4c 24 48 48 83 29 01 75 06 ff 15 95 2d 02 00 48 8b 3d de b2 02 00 bb e1 0f 00 00 48 | ..H.L$HH.).u....-..H.=.........H |
| 2bc80 | 89 74 24 48 be 02 50 00 00 e9 24 18 00 00 48 8b 05 b3 be 07 00 48 8b 48 18 48 39 0d 78 bc 07 00 | .t$H..P...$...H......H.H.H9.x... |
| 2bca0 | 75 2b 48 8b 05 ef b9 07 00 48 85 c0 74 11 48 ff 00 48 8b 0d e0 b9 07 00 48 89 4c 24 48 eb 30 48 | u+H......H..t.H..H......H.L$H.0H |
| 2bcc0 | 8b 0d 92 ac 07 00 e8 15 3d fe ff eb 1a 48 8b 0d 84 ac 07 00 4c 8d 05 bd b9 07 00 48 8d 15 36 bc | ........=....H......L......H..6. |
| 2bce0 | 07 00 e8 09 2c fe ff 48 89 44 24 48 48 8b c8 48 85 c9 75 1b 48 8b 3d 5d b2 02 00 bb e5 0f 00 00 | ....,..H.D$HH..H..u.H.=]........ |
| 2bd00 | 4c 8b 6c 24 58 be 14 50 00 00 e9 a3 17 00 00 48 8b 41 08 48 8b 15 be b6 07 00 4c 8b 80 90 00 00 | L.l$X..P.......H.A.H......L..... |
| 2bd20 | 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 47 2e 02 00 48 89 44 24 60 48 85 c0 75 0f bb e5 0f 00 00 | .M..t.A......G...H.D$`H..u...... |
| 2bd40 | be 16 50 00 00 e9 43 17 00 00 48 8b 4c 24 48 4c 29 21 75 06 ff 15 ae 2c 02 00 49 8b cc ff 15 d5 | ..P...C...H.L$HL)!u....,..I..... |
| 2bd60 | 2d 02 00 48 89 44 24 48 48 85 c0 75 1b 48 8b 3d e4 b1 02 00 bb e5 0f 00 00 4c 8b 6c 24 58 be 19 | -..H.D$HH..u.H.=.........L.l$X.. |
| 2bd80 | 50 00 00 e9 2a 17 00 00 48 ff 07 48 8b 44 24 48 48 89 78 18 ff 15 4e 2a 02 00 48 89 44 24 50 48 | P...*...H..H.D$HH.x...N*..H.D$PH |
| 2bda0 | 85 c0 75 0f bb e5 0f 00 00 be 1e 50 00 00 e9 da 16 00 00 48 8b 05 8e bd 07 00 48 8b 48 18 48 39 | ..u........P.......H......H.H.H9 |
| 2bdc0 | 0d 73 bf 07 00 75 26 48 8b 05 4a ba 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 3d 3b ba 07 00 eb 2b 48 | .s...u&H..J...H..t.H..L.=;....+H |
| 2bde0 | 8b 0d 72 ab 07 00 e8 f5 3b fe ff eb 1a 48 8b 0d 64 ab 07 00 4c 8d 05 1d ba 07 00 48 8d 15 36 bf | ..r.....;....H..d...L......H..6. |
| 2be00 | 07 00 e8 e9 2a fe ff 4c 8b f8 4d 85 ff 75 0f bb e5 0f 00 00 be 20 50 00 00 e9 6f 16 00 00 49 8b | ....*..L..M..u........P...o...I. |
| 2be20 | 47 08 49 8b cf 48 8b 15 dc b6 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 35 | G.I..H......L......M..t.A......5 |
| 2be40 | 2d 02 00 48 89 44 24 40 48 85 c0 75 0f bb e5 0f 00 00 be 22 50 00 00 e9 31 16 00 00 4d 29 27 75 | -..H.D$@H..u......."P...1...M)'u |
| 2be60 | 09 49 8b cf ff 15 9e 2b 02 00 4c 8b 44 24 40 4c 8b fe 48 8b 15 07 aa 07 00 48 8b 4c 24 50 ff 15 | .I.....+..L.D$@L..H......H.L$P.. |
| 2be80 | 5c 29 02 00 85 c0 79 0f bb e5 0f 00 00 be 25 50 00 00 e9 f6 15 00 00 48 8b 4c 24 40 4c 29 21 75 | \)....y.......%P.......H.L$@L)!u |
| 2bea0 | 06 ff 15 61 2b 02 00 4c 8b 44 24 50 48 8b 54 24 48 48 8b 4c 24 60 e8 c5 34 fe ff 48 89 44 24 40 | ...a+..L.D$PH.T$HH.L$`..4..H.D$@ |
| 2bec0 | 48 85 c0 75 0f bb e5 0f 00 00 be 27 50 00 00 e9 b9 15 00 00 48 8b 4c 24 60 4c 29 21 75 06 ff 15 | H..u.......'P.......H.L$`L)!u... |
| 2bee0 | 24 2b 02 00 48 8b 4c 24 48 48 89 74 24 60 4c 29 21 75 06 ff 15 0f 2b 02 00 48 8b 4c 24 50 48 89 | $+..H.L$HH.t$`L)!u....+..H.L$PH. |
| 2bf00 | 74 24 48 4c 29 21 75 06 ff 15 fa 2a 02 00 48 8b 5c 24 40 48 8b cf 48 89 74 24 50 4c 29 27 48 89 | t$HL)!u....*..H.\$@H..H.t$PL)'H. |
| 2bf20 | 5c 24 58 75 06 ff 15 dd 2a 02 00 48 8b 43 08 48 8b cb 48 8b 15 6f ae 07 00 4c 8b 80 90 00 00 00 | \$Xu....*..H.C.H..H..o...L...... |
| 2bf40 | 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 28 2c 02 00 48 89 44 24 40 48 85 c0 75 0f bb e6 0f 00 00 be | M..t.A......(,..H.D$@H..u....... |
| 2bf60 | 36 50 00 00 e9 24 15 00 00 48 8b c8 e8 ef d2 fd ff 4c 8b e0 48 83 f8 ff 75 1a ff 15 a8 2c 02 00 | 6P...$...H.......L..H...u....,.. |
| 2bf80 | 48 85 c0 74 0f bb e6 0f 00 00 be 38 50 00 00 e9 f9 14 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff | H..t.......8P.......H.L$@H.).u.. |
| 2bfa0 | 15 63 2a 02 00 48 3b 1d 9c 2b 02 00 48 89 74 24 40 74 22 48 8b 15 36 c3 07 00 48 8b cb e8 ce 19 | .c*..H;..+..H.t$@t"H..6...H..... |
| 2bfc0 | fe ff 85 c0 75 0f bb e8 0f 00 00 be 43 50 00 00 e9 b8 14 00 00 48 8b 43 10 49 8b cc 48 8b d0 48 | ....u.......CP.......H.C.I..H..H |
| 2bfe0 | 89 45 c7 e8 e8 1a 02 00 4c 8b e8 48 83 f8 ff 0f 85 db 00 00 00 48 b9 ff ff ff ff ff ff ff 7f e8 | .E......L..H.........H.......... |
| 2c000 | fc d0 fd ff 48 89 44 24 40 48 85 c0 75 0f bb ed 0f 00 00 be 60 50 00 00 e9 70 14 00 00 48 8b 54 | ....H.D$@H..u.......`P...p...H.T |
| 2c020 | 24 40 48 8b 0d 3f af 07 00 ff 15 61 29 02 00 48 89 44 24 50 48 85 c0 75 0f bb ed 0f 00 00 be 62 | $@H..?.....a)..H.D$PH..u.......b |
| 2c040 | 50 00 00 e9 45 14 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 af 29 02 00 48 8b 54 24 50 48 8b | P...E...H.L$@H.).u....)..H.T$PH. |
| 2c060 | 0d 7b bf 07 00 e8 56 2c fe ff 48 89 44 24 40 48 85 c0 75 0f bb ec 0f 00 00 be 6d 50 00 00 e9 0a | .{....V,..H.D$@H..u.......mP.... |
| 2c080 | 14 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 74 29 02 00 48 8b 4c 24 40 45 33 c9 45 33 c0 48 | ...H.L$PH.).u...t)..H.L$@E3.E3.H |
| 2c0a0 | 89 74 24 50 33 d2 e8 25 31 fe ff 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 4c 29 02 00 48 89 74 24 | .t$P3..%1..H.L$@H.).u...L)..H.t$ |
| 2c0c0 | 40 bb ec 0f 00 00 be 72 50 00 00 e9 bd 13 00 00 48 8b 1d 51 ae 07 00 4c 8b 75 b7 4c 3b f3 0f 84 | @......rP.......H..Q...L.u.L;... |
| 2c0e0 | bb 01 00 00 48 8b 05 05 27 02 00 8b d6 49 39 46 08 8b ce 0f 94 c2 48 39 43 08 0f 94 c1 85 ca 0f | ....H...'....I9F......H9C....... |
| 2c100 | 84 04 01 00 00 41 f6 46 20 80 75 11 49 8b ce ff 15 73 29 02 00 85 c0 0f 88 c1 01 00 00 f6 43 20 | .....A.F..u.I....s)...........C. |
| 2c120 | 80 75 11 48 8b cb ff 15 5c 29 02 00 85 c0 0f 88 aa 01 00 00 4d 8b 56 10 4c 3b 53 10 0f 85 e2 01 | .u.H....\)..........M.V.L;S..... |
| 2c140 | 00 00 49 8b 46 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 c5 01 00 00 41 | ..I.F.H.K.H;.t.H...t.H.........A |
| 2c160 | 8b 4e 20 44 8b c9 8b 53 20 8b c2 41 c1 e9 02 c1 e8 02 41 83 e1 07 83 e0 07 44 3b c8 0f 85 a2 01 | .N.D...S...A......A......D;..... |
| 2c180 | 00 00 b8 48 00 00 00 f6 c1 20 74 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 49 03 ce eb 04 49 8b 4e 48 | ...H......t...@.0....D.I....I.NH |
| 2c1a0 | f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f9 01 75 09 | ...t...@.0...H.D.H....H.SHA...u. |
| 2c1c0 | 0f b6 01 44 0f b6 02 eb 14 41 83 f9 02 75 09 0f b7 01 44 0f b7 02 eb 05 8b 01 44 8b 02 41 3b c0 | ...D.....A...u....D.......D..A;. |
| 2c1e0 | 0f 85 3e 01 00 00 49 83 fa 01 0f 84 af 00 00 00 45 8b c1 4d 0f af c2 e8 ab 1d 02 00 85 c0 8b fe | ..>...I.........E..M............ |
| 2c200 | 40 0f 94 c7 e9 8c 00 00 00 8b c6 48 8b 35 36 29 02 00 4c 3b f6 0f 94 c0 85 c1 0f 85 0b 01 00 00 | @..........H.56)..L;............ |
| 2c220 | 33 c0 48 3b de 0f 94 c0 85 c2 0f 85 fb 00 00 00 41 b8 02 00 00 00 48 8b d3 49 8b ce ff 15 2e 28 | 3.H;............A.....H..I.....( |
| 2c240 | 02 00 48 8b d8 48 85 c0 0f 84 90 00 00 00 33 f6 48 3b 05 b9 26 02 00 8b fe 8b d6 8b ce 40 0f 94 | ..H..H........3.H;..&........@.. |
| 2c260 | c7 48 3b 05 e0 28 02 00 0f 94 c2 48 3b 05 e6 27 02 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 | .H;..(.....H;..'.........u.H.... |
| 2c280 | 3c 26 02 00 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 73 27 02 00 85 ff 78 45 0f 84 85 00 00 00 49 | <&....H.+.u.H....s'....xE......I |
| 2c2a0 | 81 fd 00 ca 9a 3b 8b c6 0f 9d c0 85 c0 74 75 48 8b 15 5a b7 07 00 45 33 c0 48 8b 0d 20 bd 07 00 | .....;.......tuH..Z...E3.H...... |
| 2c2c0 | e8 bb 30 fe ff 48 89 44 24 40 48 85 c0 75 1e bb f0 0f 00 00 be 96 50 00 00 e9 af 11 00 00 bb ef | ..0..H.D$@H..u........P......... |
| 2c2e0 | 0f 00 00 be 84 50 00 00 e9 a0 11 00 00 48 8b 4c 24 40 45 33 c9 45 33 c0 33 d2 e8 d1 2e fe ff 48 | .....P.......H.L$@E3.E3.3......H |
| 2c300 | 8b 4c 24 40 48 83 29 01 75 06 ff 15 f8 26 02 00 48 89 74 24 40 bb f0 0f 00 00 be 9a 50 00 00 e9 | .L$@H.).u....&..H.t$@.......P... |
| 2c320 | 69 11 00 00 48 8b 35 1d 28 02 00 48 8b 1d d6 b0 07 00 4c 3b f3 0f 84 c7 01 00 00 48 8b 05 ae 24 | i...H.5.(..H......L;.......H...$ |
| 2c340 | 02 00 33 d2 49 39 46 08 0f 94 c2 33 c9 48 39 43 08 0f 94 c1 85 ca 0f 84 12 01 00 00 41 f6 46 20 | ..3.I9F....3.H9C............A.F. |
| 2c360 | 80 75 18 49 8b ce ff 15 1c 27 02 00 85 c0 0f 88 c6 01 00 00 48 8b 35 cd 27 02 00 f6 43 20 80 75 | .u.I.....'..........H.5.'...C..u |
| 2c380 | 18 48 8b cb ff 15 fe 26 02 00 85 c0 0f 88 a8 01 00 00 48 8b 35 af 27 02 00 4d 8b 56 10 4c 3b 53 | .H.....&..........H.5.'..M.V.L;S |
| 2c3a0 | 10 0f 85 5d 02 00 00 49 8b 46 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 | ...]...I.F.H.K.H;.t.H...t.H..... |
| 2c3c0 | 40 02 00 00 41 8b 4e 20 44 8b c9 8b 53 20 8b c2 41 c1 e9 02 c1 e8 02 41 83 e1 07 83 e0 07 44 3b | @...A.N.D...S...A......A......D; |
| 2c3e0 | c8 0f 85 1d 02 00 00 b8 48 00 00 00 f6 c1 20 74 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 49 03 ce eb | ........H......t...@.0....D.I... |
| 2c400 | 04 49 8b 4e 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 | .I.NH...t...@.0...H.D.H....H.SHA |
| 2c420 | 83 f9 01 75 09 0f b6 01 44 0f b6 02 eb 14 41 83 f9 02 75 09 0f b7 01 44 0f b7 02 eb 05 8b 01 44 | ...u....D.....A...u....D.......D |
| 2c440 | 8b 02 41 3b c0 0f 85 b9 01 00 00 49 83 fa 01 0f 84 ad 00 00 00 45 8b c1 4d 0f af c2 e8 46 1b 02 | ..A;.......I.........E..M....F.. |
| 2c460 | 00 33 ff 85 c0 40 0f 94 c7 e9 8a 00 00 00 33 c0 4c 3b f6 0f 94 c0 85 c1 0f 85 86 01 00 00 33 c0 | .3...@........3.L;............3. |
| 2c480 | 48 3b de 0f 94 c0 85 c2 0f 85 76 01 00 00 41 b8 02 00 00 00 48 8b d3 49 8b ce ff 15 d0 25 02 00 | H;........v...A.....H..I.....%.. |
| 2c4a0 | 48 8b d8 48 85 c0 0f 84 8e 00 00 00 33 ff 48 3b 05 5b 24 02 00 40 0f 94 c7 33 d2 48 3b 05 86 26 | H..H........3.H;.[$..@...3.H;..& |
| 2c4c0 | 02 00 0f 94 c2 33 c9 48 3b 05 8a 25 02 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 e0 23 02 00 | .....3.H;..%.........u.H.....#.. |
| 2c4e0 | 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 17 25 02 00 48 8b 35 50 26 02 00 85 ff 78 3e 0f 84 02 01 | ..H.+.u.H.....%..H.5P&....x>.... |
| 2c500 | 00 00 33 c0 48 b9 ff ff ff ff ff ff ff 0f 4c 3b e9 0f 9f c0 85 c0 0f 84 e8 00 00 00 e8 df cb fd | ..3.H.........L;................ |
| 2c520 | ff 48 89 44 24 40 48 85 c0 75 1e bb fc 0f 00 00 be e7 50 00 00 e9 53 0f 00 00 bb fa 0f 00 00 be | .H.D$@H..u........P...S......... |
| 2c540 | d5 50 00 00 e9 44 0f 00 00 48 8b 54 24 40 48 8b 0d eb a9 07 00 ff 15 35 24 02 00 48 89 44 24 50 | .P...D...H.T$@H........5$..H.D$P |
| 2c560 | 48 85 c0 75 0f bb fc 0f 00 00 be e9 50 00 00 e9 19 0f 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff | H..u........P.......H.L$@H.).u.. |
| 2c580 | 15 83 24 02 00 48 8b 54 24 50 48 8b 0d 4f ba 07 00 e8 2a 27 fe ff 48 89 44 24 40 48 85 c0 75 0f | ..$..H.T$PH..O....*'..H.D$@H..u. |
| 2c5a0 | bb fb 0f 00 00 be f4 50 00 00 e9 de 0e 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 48 24 02 00 | .......P.......H.L$PH.).u...H$.. |
| 2c5c0 | 48 8b 4c 24 40 45 33 c9 45 33 c0 48 c7 44 24 50 00 00 00 00 33 d2 e8 f5 2b fe ff 48 8b 4c 24 40 | H.L$@E3.E3.H.D$P....3...+..H.L$@ |
| 2c5e0 | 48 83 29 01 75 06 ff 15 1c 24 02 00 48 c7 44 24 40 00 00 00 00 bb fb 0f 00 00 be f9 50 00 00 e9 | H.).u....$..H.D$@...........P... |
| 2c600 | 89 0e 00 00 4c 39 6d a7 7e 6a 48 8b 15 37 b8 07 00 45 33 c0 48 8b 0d c5 b9 07 00 e8 60 2d fe ff | ....L9m.~jH..7...E3.H.......`-.. |
| 2c620 | 48 89 44 24 40 48 85 c0 75 0f bb fe 0f 00 00 be 15 51 00 00 e9 54 0e 00 00 48 8b 4c 24 40 45 33 | H.D$@H..u........Q...T...H.L$@E3 |
| 2c640 | c9 45 33 c0 33 d2 e8 85 2b fe ff 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 ac 23 02 00 48 c7 44 24 | .E3.3...+..H.L$@H.).u....#..H.D$ |
| 2c660 | 40 00 00 00 00 bb fe 0f 00 00 be 19 51 00 00 e9 19 0e 00 00 48 8b 7d cf 48 3b fe 75 5b 49 8b cc | @...........Q.......H.}.H;.u[I.. |
| 2c680 | ff 15 f2 22 02 00 48 89 44 24 40 48 85 c0 75 0f bb 02 10 00 00 be 36 51 00 00 e9 ee 0d 00 00 bb | ..."..H.D$@H..u.......6Q........ |
| 2c6a0 | 01 00 00 00 8b cb ff 15 8c 24 02 00 48 89 44 24 50 48 85 c0 75 0f bb 02 10 00 00 be 38 51 00 00 | .........$..H.D$PH..u.......8Q.. |
| 2c6c0 | e9 c8 0d 00 00 48 8b 44 24 50 48 8b 4c 24 40 48 89 48 18 e9 51 03 00 00 48 8b 05 69 b4 07 00 48 | .....H.D$PH.L$@H.H..Q...H..i...H |
| 2c6e0 | 8b 48 18 48 39 0d 16 af 07 00 75 26 48 8b 05 35 b2 07 00 48 85 c0 74 0c 48 ff 00 48 8b 05 26 b2 | .H.H9.....u&H..5...H..t.H..H..&. |
| 2c700 | 07 00 eb 28 48 8b 0d 4d a2 07 00 e8 d0 32 fe ff eb 1a 48 8b 0d 3f a2 07 00 4c 8d 05 08 b2 07 00 | ...(H..M.....2....H..?...L...... |
| 2c720 | 48 8d 15 d9 ae 07 00 e8 c4 21 fe ff 48 89 44 24 40 48 85 c0 75 0f bb 03 10 00 00 be 51 51 00 00 | H........!..H.D$@H..u.......QQ.. |
| 2c740 | e9 48 0d 00 00 4c 8b 44 24 40 48 8b 15 bf a3 07 00 49 8b 40 08 4c 8b 88 90 00 00 00 4d 85 c9 74 | .H...L.D$@H......I.@.L......M..t |
| 2c760 | 08 49 8b c8 41 ff d1 eb 0b 48 8b 4c 24 40 ff 15 04 24 02 00 48 89 44 24 48 48 85 c0 75 0f bb 03 | .I..A....H.L$@...$..H.D$HH..u... |
| 2c780 | 10 00 00 be 53 51 00 00 e9 00 0d 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 6a 22 02 00 48 8b | ....SQ.......H.L$@H.).u...j"..H. |
| 2c7a0 | 4c 24 48 48 8b 05 8e 22 02 00 48 c7 44 24 40 00 00 00 00 48 39 41 08 75 47 48 8b 51 18 48 89 54 | L$HH..."..H.D$@....H9A.uGH.Q.H.T |
| 2c7c0 | 24 40 48 85 d2 74 39 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c 24 48 48 89 44 24 48 48 83 29 01 75 | $@H..t9H.A.H..H..H.L$HH.D$HH.).u |
| 2c7e0 | 06 ff 15 21 22 02 00 48 8b 54 24 40 48 8b 4c 24 48 48 85 d2 74 0a 4c 8b c7 e8 92 23 fe ff eb 08 | ...!"..H.T$@H.L$HH..t.L....#.... |
| 2c800 | 48 8b d7 e8 b8 24 fe ff 48 8b 4c 24 40 48 89 44 24 50 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 e5 | H....$..H.L$@H.D$PH..t.H.).u.... |
| 2c820 | 21 02 00 48 83 7c 24 50 00 48 c7 44 24 40 00 00 00 00 75 0f bb 03 10 00 00 be 62 51 00 00 e9 4a | !..H.|$P.H.D$@....u.......bQ...J |
| 2c840 | 0c 00 00 48 8b 4c 24 48 48 83 29 01 75 06 ff 15 b4 21 02 00 4c 8b 44 24 50 33 db 4c 3b 05 ae 20 | ...H.L$HH.).u....!..L.D$P3.L;... |
| 2c860 | 02 00 48 c7 44 24 48 00 00 00 00 0f 94 c3 33 c9 4c 3b 05 d1 22 02 00 0f 94 c1 33 c0 4c 3b 05 d5 | ..H.D$H.......3.L;..".....3.L;.. |
| 2c880 | 21 02 00 0f 94 c0 0b c8 0b cb 75 0b 49 8b c8 ff 15 2b 20 02 00 8b d8 85 db 79 0f bb 03 10 00 00 | !.........u.I....+.......y...... |
| 2c8a0 | be 65 51 00 00 e9 e3 0b 00 00 4c 8b 44 24 50 49 83 28 01 75 09 49 8b c8 ff 15 4a 21 02 00 48 c7 | .eQ.......L.D$PI.(.u.I....J!..H. |
| 2c8c0 | 44 24 50 00 00 00 00 85 db 74 7f 49 8b cc ff 15 a4 20 02 00 48 89 44 24 50 48 85 c0 75 0f bb 04 | D$P......t.I........H.D$PH..u... |
| 2c8e0 | 10 00 00 be 70 51 00 00 e9 a0 0b 00 00 b9 02 00 00 00 ff 15 40 22 02 00 48 89 44 24 48 48 85 c0 | ....pQ..............@"..H.D$HH.. |
| 2c900 | 75 1b 48 8b 3d 4f a6 02 00 bb 04 10 00 00 4c 8b 6c 24 58 be 72 51 00 00 e9 95 0b 00 00 48 ff 07 | u.H.=O........L.l$X.rQ.......H.. |
| 2c920 | bb 01 00 00 00 48 89 78 18 48 8b 4c 24 48 48 8b 44 24 50 48 89 41 20 48 8b 7c 24 48 48 c7 44 24 | .....H.x.H.L$HH.D$PH.A.H.|$HH.D$ |
| 2c940 | 48 00 00 00 00 e9 ed 00 00 00 48 8b 05 0f 21 02 00 48 39 47 08 75 05 48 ff 07 eb 0c 48 8b cf ff | H.........H...!..H9G.u.H....H... |
| 2c960 | 15 4b 20 02 00 48 8b f8 48 89 7c 24 48 48 85 ff 75 0f bb 06 10 00 00 be 8f 51 00 00 e9 0c 0b 00 | .K...H..H.|$HH..u........Q...... |
| 2c980 | 00 49 8b cc ff 15 ee 1f 02 00 48 89 44 24 50 48 85 c0 75 0f bb 06 10 00 00 be 91 51 00 00 e9 ea | .I........H.D$PH..u........Q.... |
| 2c9a0 | 0a 00 00 bb 01 00 00 00 8b cb ff 15 88 21 02 00 48 89 44 24 40 48 85 c0 75 0f bb 06 10 00 00 be | .............!..H.D$@H..u....... |
| 2c9c0 | 93 51 00 00 e9 c4 0a 00 00 48 8b 4c 24 40 48 8b 44 24 50 48 89 41 18 48 8b 54 24 40 48 8b 4c 24 | .Q.......H.L$@H.D$PH.A.H.T$@H.L$ |
| 2c9e0 | 48 ff 15 c9 20 02 00 48 89 44 24 50 48 85 c0 75 0f bb 06 10 00 00 be 98 51 00 00 e9 8d 0a 00 00 | H......H.D$PH..u........Q....... |
| 2ca00 | 48 8b 4c 24 48 48 29 19 75 06 ff 15 f8 1f 02 00 48 8b 4c 24 40 48 c7 44 24 48 00 00 00 00 48 29 | H.L$HH).u.......H.L$@H.D$H....H) |
| 2ca20 | 19 75 06 ff 15 df 1f 02 00 48 8b 7c 24 50 48 c7 44 24 40 00 00 00 00 48 89 7d 9f 48 8b 05 06 b1 | .u.......H.|$PH.D$@....H.}.H.... |
| 2ca40 | 07 00 48 8b 48 18 48 39 0d 73 b4 07 00 75 26 48 8b 05 d2 b6 07 00 48 85 c0 74 0c 48 ff 00 48 8b | ..H.H.H9.s...u&H......H..t.H..H. |
| 2ca60 | 05 c3 b6 07 00 eb 28 48 8b 0d ea 9e 07 00 e8 6d 2f fe ff eb 1a 48 8b 0d dc 9e 07 00 4c 8d 05 a5 | ......(H.......m/....H......L... |
| 2ca80 | b6 07 00 48 8d 15 36 b4 07 00 e8 61 1e fe ff 48 89 44 24 50 48 85 c0 75 0f bb 07 10 00 00 be a8 | ...H..6....a...H.D$PH..u........ |
| 2caa0 | 51 00 00 e9 e5 09 00 00 4c 8b 44 24 50 48 8b 15 f4 a8 07 00 49 8b 40 08 4c 8b 88 90 00 00 00 4d | Q.......L.D$PH......I.@.L......M |
| 2cac0 | 85 c9 74 08 49 8b c8 41 ff d1 eb 0b 48 8b 4c 24 50 ff 15 a1 20 02 00 48 89 44 24 40 48 85 c0 75 | ..t.I..A....H.L$P......H.D$@H..u |
| 2cae0 | 0f bb 07 10 00 00 be aa 51 00 00 e9 9d 09 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 07 1f 02 | ........Q.......H.L$PH.).u...... |
| 2cb00 | 00 48 8b cb ff 15 2e 20 02 00 48 89 44 24 50 48 85 c0 75 0f bb 07 10 00 00 be ad 51 00 00 e9 6a | .H........H.D$PH..u........Q...j |
| 2cb20 | 09 00 00 48 ff 07 48 8b 44 24 50 48 89 78 18 ff 15 b3 1c 02 00 48 89 44 24 48 48 85 c0 75 1b 48 | ...H..H.D$PH.x.......H.D$HH..u.H |
| 2cb40 | 8b 3d 12 a4 02 00 bb 07 10 00 00 4c 8b 6c 24 58 be b2 51 00 00 e9 58 09 00 00 48 8b 05 e7 af 07 | .=.........L.l$X..Q...X...H..... |
| 2cb60 | 00 48 8b 48 18 48 39 0d 74 af 07 00 75 26 48 8b 05 63 ae 07 00 48 85 c0 74 0c 48 ff 00 48 8b 05 | .H.H.H9.t...u&H..c...H..t.H..H.. |
| 2cb80 | 54 ae 07 00 eb 28 48 8b 0d cb 9d 07 00 e8 4e 2e fe ff eb 1a 48 8b 0d bd 9d 07 00 4c 8d 05 36 ae | T....(H.......N.....H......L..6. |
| 2cba0 | 07 00 48 8d 15 37 af 07 00 e8 42 1d fe ff 48 89 44 24 60 48 85 c0 75 0f bb 07 10 00 00 be b4 51 | ..H..7....B...H.D$`H..u........Q |
| 2cbc0 | 00 00 e9 c6 08 00 00 48 8b 4c 24 60 48 8b 15 35 a9 07 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 | .......H.L$`H..5...H.A.L......M. |
| 2cbe0 | c0 74 05 41 ff d0 eb 0b 48 8b 4c 24 60 ff 15 85 1f 02 00 4c 8b f8 48 85 c0 75 0f bb 07 10 00 00 | .t.A....H.L$`......L..H..u...... |
| 2cc00 | be b6 51 00 00 e9 83 08 00 00 48 8b 4c 24 60 48 83 29 01 75 06 ff 15 ed 1d 02 00 48 8b 15 5e 9c | ..Q.......H.L$`H.).u.......H..^. |
| 2cc20 | 07 00 4d 8b c7 48 8b 4c 24 48 48 c7 44 24 60 00 00 00 00 ff 15 a7 1b 02 00 85 c0 79 0f bb 07 10 | ..M..H.L$HH.D$`............y.... |
| 2cc40 | 00 00 be b9 51 00 00 e9 41 08 00 00 49 83 2f 01 75 09 49 8b cf ff 15 ad 1d 02 00 4c 8b 44 24 48 | ....Q...A...I./.u.I........L.D$H |
| 2cc60 | 48 8b 54 24 50 48 8b 4c 24 40 e8 11 27 fe ff 4c 8b f8 48 85 c0 75 0f bb 07 10 00 00 be bb 51 00 | H.T$PH.L$@..'..L..H..u........Q. |
| 2cc80 | 00 e9 07 08 00 00 48 8b 4c 24 40 48 83 29 01 75 06 ff 15 71 1d 02 00 48 8b 4c 24 50 48 c7 44 24 | ......H.L$@H.).u...q...H.L$PH.D$ |
| 2cca0 | 40 00 00 00 00 48 83 29 01 75 06 ff 15 57 1d 02 00 48 8b 4c 24 48 48 c7 44 24 50 00 00 00 00 48 | @....H.).u...W...H.L$HH.D$P....H |
| 2ccc0 | 83 29 01 75 06 ff 15 3d 1d 02 00 48 c7 44 24 48 00 00 00 00 49 8b df 48 89 5d af 4d 85 e4 75 08 | .).u...=...H.D$H....I..H.].M..u. |
| 2cce0 | 49 ff 07 e9 be 04 00 00 49 8b 47 08 49 8b cf 48 8b 15 b2 a0 07 00 4c 8b 80 90 00 00 00 4d 85 c0 | I.......I.G.I..H......L......M.. |
| 2cd00 | 74 05 41 ff d0 eb 06 ff 15 6b 1e 02 00 4c 8b f8 48 85 c0 75 0f bb 0d 10 00 00 be e9 51 00 00 e9 | t.A......k...L..H..u........Q... |
| 2cd20 | 69 07 00 00 49 8b cc ff 15 4b 1c 02 00 48 89 44 24 48 48 85 c0 75 1b 48 8b 3d 1a a2 02 00 bb 0d | i...I....K...H.D$HH..u.H.=...... |
| 2cd40 | 10 00 00 4c 8b 6c 24 58 be eb 51 00 00 e9 60 07 00 00 48 8b d0 49 8b cf ff 15 7a 1e 02 00 48 89 | ...L.l$X..Q...`...H..I....z...H. |
| 2cd60 | 44 24 50 48 85 c0 75 0f bb 0d 10 00 00 be ed 51 00 00 e9 16 07 00 00 49 83 2f 01 75 09 49 8b cf | D$PH..u........Q.......I./.u.I.. |
| 2cd80 | ff 15 82 1c 02 00 48 8b 4c 24 48 45 33 ff 48 83 29 01 75 06 ff 15 6e 1c 02 00 48 8b 4c 24 50 4c | ......H.L$HE3.H.).u...n...H.L$PL |
| 2cda0 | 89 7c 24 48 e8 b7 c4 fd ff 48 8b f0 48 83 f8 ff 75 1a ff 15 70 1e 02 00 48 85 c0 74 0f bb 0d 10 | .|$H.....H..H...u...p...H..t.... |
| 2cdc0 | 00 00 be f1 51 00 00 e9 c1 06 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 2b 1c 02 00 48 8b 0d | ....Q.......H.L$PH.).u...+...H.. |
| 2cde0 | 64 1d 02 00 4c 89 7c 24 50 48 3b d9 74 29 48 8b 15 fb b4 07 00 48 8b cb e8 93 0b fe ff 85 c0 75 | d...L.|$PH;.t)H......H.........u |
| 2ce00 | 0f bb 0e 10 00 00 be fc 51 00 00 e9 7d 06 00 00 48 8b 0d 31 1d 02 00 4c 8b 73 10 48 8b 1d e6 a5 | ........Q...}...H..1...L.s.H.... |
| 2ce20 | 07 00 48 8b 7d b7 48 3b fb 0f 84 d7 03 00 00 48 8b 05 ba 19 02 00 45 33 c0 48 39 47 08 41 0f 94 | ..H.}.H;.......H......E3.H9G.A.. |
| 2ce40 | c0 33 d2 48 39 43 08 0f 94 c2 44 85 c2 0f 84 fe 00 00 00 f6 47 20 80 75 11 48 8b cf ff 15 26 1c | .3.H9C....D.........G..u.H....&. |
| 2ce60 | 02 00 85 c0 0f 88 63 01 00 00 f6 43 20 80 75 11 48 8b cb ff 15 0f 1c 02 00 85 c0 0f 88 4c 01 00 | ......c....C..u.H............L.. |
| 2ce80 | 00 4c 8b 4f 10 4c 3b 4b 10 0f 85 4d 01 00 00 48 8b 47 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff | .L.O.L;K...M...H.G.H.K.H;.t.H... |
| 2cea0 | 74 0a 48 83 f9 ff 0f 85 30 01 00 00 8b 4f 20 8b d1 44 8b 43 20 41 8b c0 c1 ea 02 c1 e8 02 83 e2 | t.H.....0....O...D.C.A.......... |
| 2cec0 | 07 83 e0 07 3b d0 0f 85 10 01 00 00 41 ba 30 00 00 00 41 8d 42 18 f6 c1 20 74 0e f6 c1 40 41 8b | ....;.......A.0...A.B....t...@A. |
| 2cee0 | ca 0f 44 c8 48 03 cf eb 04 48 8b 4f 48 41 f6 c0 20 74 0d 41 f6 c0 40 4c 0f 44 d0 4c 03 d3 eb 04 | ..D.H....H.OHA...t.A..@L.D.L.... |
| 2cf00 | 4c 8b 53 48 83 fa 01 75 09 0f b6 01 45 0f b6 02 eb 13 83 fa 02 75 09 0f b7 01 45 0f b7 02 eb 05 | L.SH...u....E........u....E..... |
| 2cf20 | 8b 01 45 8b 02 41 3b c0 0f 85 ae 00 00 00 49 83 f9 01 0f 84 ce 02 00 00 44 8b c2 49 8b d2 4d 0f | ..E..A;.......I.........D..I..M. |
| 2cf40 | af c1 e8 60 10 02 00 33 ff 85 c0 40 0f 94 c7 eb 78 33 c0 48 3b f9 0f 94 c0 85 c2 75 7f 33 c0 48 | ...`...3...@....x3.H;......u.3.H |
| 2cf60 | 3b d9 0f 94 c0 41 85 c0 75 72 41 b8 02 00 00 00 48 8b d3 48 8b cf ff 15 f4 1a 02 00 48 8b d8 48 | ;....A..urA.....H..H........H..H |
| 2cf80 | 85 c0 74 49 33 ff 48 3b 05 83 19 02 00 40 0f 94 c7 33 d2 48 3b 05 be 1a 02 00 0f 94 c2 33 c9 48 | ..tI3.H;.....@...3.H;........3.H |
| 2cfa0 | 3b 05 a2 1b 02 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 08 19 02 00 8b f8 48 83 2b 01 75 09 | ;............u.H..........H.+.u. |
| 2cfc0 | 48 8b cb ff 15 3f 1a 02 00 85 ff 79 13 bb 10 10 00 00 be 06 52 00 00 e9 b1 04 00 00 33 ff 85 ff | H....?.....y........R.......3... |
| 2cfe0 | 0f 85 20 02 00 00 48 8b 7d bf 48 8b 15 bf 9e 07 00 48 8b 8f c8 00 00 00 e8 13 0c 02 00 48 89 45 | ......H.}.H......H...........H.E |
| 2d000 | 87 48 85 c0 75 0f bb 1a 10 00 00 be a5 52 00 00 e9 78 04 00 00 48 8b 15 0c a4 07 00 48 8b 8f c8 | .H..u........R...x...H......H... |
| 2d020 | 00 00 00 e8 e8 0b 02 00 48 89 44 24 48 48 8b c8 48 85 c0 75 07 be a7 52 00 00 eb 71 48 8b 05 f5 | ........H.D$HH..H..u...R...qH... |
| 2d040 | 19 02 00 33 db 48 39 41 08 75 38 48 8b 59 18 48 85 db 74 2f 48 8b 41 10 48 ff 03 48 ff 00 48 8b | ...3.H9A.u8H.Y.H..t/H.A.H..H..H. |
| 2d060 | 4c 24 48 48 89 44 24 48 48 83 29 01 75 06 ff 15 94 19 02 00 48 8b 4c 24 48 48 8b d3 e8 3f 1c fe | L$HH.D$HH.).u.......H.L$HH...?.. |
| 2d080 | ff eb 05 e8 38 1e fe ff 48 89 44 24 50 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 67 19 02 | ....8...H.D$PH..t.H.+.u.H....g.. |
| 2d0a0 | 00 4c 39 7c 24 50 75 31 be b5 52 00 00 48 8b 3d a4 9e 02 00 48 8b 4d 87 48 83 29 01 75 06 ff 15 | .L9|$Pu1..R..H.=....H.M.H.).u... |
| 2d0c0 | 44 19 02 00 48 c7 45 87 00 00 00 00 45 33 ff bb 1a 10 00 00 e9 bb 03 00 00 48 8b 4c 24 48 48 83 | D...H.E.....E3...........H.L$HH. |
| 2d0e0 | 29 01 75 06 ff 15 1e 19 02 00 48 8b 4c 24 50 4c 89 7c 24 48 48 83 29 01 75 06 ff 15 08 19 02 00 | ).u.......H.L$PL.|$HH.).u....... |
| 2d100 | 4c 89 7c 24 50 ff 15 ed 1a 02 00 4c 8b 4d c7 48 8d 4f 18 48 8b d8 4c 89 74 24 30 48 8b 45 a7 4d | L.|$P......L.M.H.O.H..L.t$0H.E.M |
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| 2d140 | 87 48 85 c9 74 52 48 8b 15 d3 af 07 00 45 33 c0 e8 2b 22 fe ff 48 8b 4d 87 48 89 45 8f 48 83 29 | .H..tRH......E3..+"..H.M.H.E.H.) |
| 2d160 | 01 75 06 ff 15 9f 18 02 00 48 8b 4d 8f 45 33 e4 4c 89 65 87 48 85 c9 75 0f bb 1a 10 00 00 be e9 | .u.......H.M.E3.L.e.H..u........ |
| 2d180 | 52 00 00 e9 05 03 00 00 48 83 29 01 75 06 ff 15 74 18 02 00 4c 89 65 8f 48 8b 5d af 48 8b 7d 9f | R.......H.).u...t...L.e.H.].H.}. |
| 2d1a0 | 4c 8b fb 48 ff 03 4c 8b 6c 24 58 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 49 18 02 00 48 | L..H..L.l$XH..t.H./.u.H....I...H |
| 2d1c0 | 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 35 18 02 00 49 83 6d 00 01 75 09 49 8b cd ff 15 25 | ..t.H.+.u.H....5...I.m..u.I....% |
| 2d1e0 | 18 02 00 49 8b c7 48 8b 4d 07 48 33 cc e8 de a6 fd ff 48 81 c4 f8 00 00 00 41 5f 41 5e 41 5d 41 | ...I..H.M.H3......H......A_A^A]A |
| 2d200 | 5c 5f 5e 5b 5d c3 48 8b 7d bf 48 8b 15 9f 9c 07 00 48 8b 8f c8 00 00 00 e8 f3 09 02 00 48 89 45 | \_^[].H.}.H......H...........H.E |
| 2d220 | 87 48 85 c0 75 0f bb 11 10 00 00 be 11 52 00 00 e9 58 02 00 00 48 8b 15 ec a1 07 00 48 8b 8f c8 | .H..u........R...X...H......H... |
| 2d240 | 00 00 00 e8 c8 09 02 00 48 89 44 24 48 48 8b c8 48 85 c0 75 07 be 13 52 00 00 eb 71 48 8b 05 d5 | ........H.D$HH..H..u...R...qH... |
| 2d260 | 17 02 00 33 db 48 39 41 08 75 38 48 8b 59 18 48 85 db 74 2f 48 8b 41 10 48 ff 03 48 ff 00 48 8b | ...3.H9A.u8H.Y.H..t/H.A.H..H..H. |
| 2d280 | 4c 24 48 48 89 44 24 48 48 83 29 01 75 06 ff 15 74 17 02 00 48 8b 4c 24 48 48 8b d3 e8 1f 1a fe | L$HH.D$HH.).u...t...H.L$HH...... |
| 2d2a0 | ff eb 05 e8 18 1c fe ff 48 89 44 24 50 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 47 17 02 | ........H.D$PH..t.H.+.u.H....G.. |
| 2d2c0 | 00 4c 39 7c 24 50 75 31 be 21 52 00 00 48 8b 3d 84 9c 02 00 48 8b 4d 87 48 83 29 01 75 06 ff 15 | .L9|$Pu1.!R..H.=....H.M.H.).u... |
| 2d2e0 | 24 17 02 00 48 c7 45 87 00 00 00 00 45 33 ff bb 11 10 00 00 e9 9b 01 00 00 48 8b 4c 24 48 48 83 | $...H.E.....E3...........H.L$HH. |
| 2d300 | 29 01 75 06 ff 15 fe 16 02 00 48 8b 4c 24 50 4c 89 7c 24 48 48 83 29 01 75 06 ff 15 e8 16 02 00 | ).u.......H.L$PL.|$HH.).u....... |
| 2d320 | 4c 89 7c 24 50 ff 15 cd 18 02 00 4c 8b 4d c7 48 8d 4f 18 48 8b d8 4c 89 74 24 30 48 8b 45 a7 4d | L.|$P......L.M.H.O.H..L.t$0H.E.M |
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| 2d360 | 8b 4d 87 48 85 c9 74 49 48 8b 15 b1 ad 07 00 45 33 c0 e8 09 20 fe ff 48 8b 4d 87 48 8b d8 48 83 | .M.H..tIH......E3......H.M.H..H. |
| 2d380 | 29 01 75 06 ff 15 7e 16 02 00 4c 89 7d 87 48 85 db 75 0f bb 11 10 00 00 be 55 52 00 00 e9 eb 00 | ).u...~...L.}.H..u.......UR..... |
| 2d3a0 | 00 00 48 83 2b 01 75 09 48 8b cb ff 15 57 16 02 00 83 ff ff 0f 85 de fd ff ff 49 8b cd e8 3e bd | ..H.+.u.H....W............I...>. |
| 2d3c0 | fd ff 48 89 44 24 50 48 85 c0 75 0f bb 18 10 00 00 be 75 52 00 00 e9 b2 00 00 00 48 8b 54 24 50 | ..H.D$PH..u.......uR.......H.T$P |
| 2d3e0 | 48 8b 0d f9 9c 07 00 ff 15 a3 15 02 00 48 89 44 24 48 48 85 c0 75 1b 48 8b 3d 5a 9b 02 00 bb 18 | H............H.D$HH..u.H.=Z..... |
| 2d400 | 10 00 00 4c 8b 6c 24 58 be 77 52 00 00 e9 a0 00 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 e5 | ...L.l$X.wR.......H.L$PH.).u.... |
| 2d420 | 15 02 00 48 8b 54 24 48 48 8b 0d d1 a3 07 00 e8 8c 18 fe ff 48 89 44 24 50 48 85 c0 75 07 be 82 | ...H.T$HH...........H.D$PH..u... |
| 2d440 | 52 00 00 eb 43 48 8b 4c 24 48 48 83 29 01 75 06 ff 15 b2 15 02 00 48 8b 4c 24 50 45 33 c9 45 33 | R...CH.L$HH.).u.......H.L$PE3.E3 |
| 2d460 | c0 4c 89 7c 24 48 33 d2 e8 63 1d fe ff 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 8a 15 02 00 4c 89 | .L.|$H3..c...H.L$PH.).u.......L. |
| 2d480 | 7c 24 50 be 87 52 00 00 bb 16 10 00 00 48 8b 3d c4 9a 02 00 4c 8b 6c 24 58 4c 8b 74 24 48 4d 85 | |$P..R.......H.=....L.l$XL.t$HM. |
| 2d4a0 | f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 56 15 02 00 4c 8b 44 24 40 4d 85 c0 74 0f 49 83 28 01 | .t.I...u.I....V...L.D$@M..t.I.(. |
| 2d4c0 | 75 09 49 8b c8 ff 15 3d 15 02 00 4c 8b 44 24 50 4d 85 c0 74 0f 49 83 28 01 75 09 49 8b c8 ff 15 | u.I....=...L.D$PM..t.I.(.u.I.... |
| 2d4e0 | 24 15 02 00 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 10 15 02 00 48 8b 4c 24 60 48 85 c9 | $...M..t.I./.u.I........H.L$`H.. |
| 2d500 | 74 0c 48 83 29 01 75 06 ff 15 fa 14 02 00 4c 8b cf 48 8d 0d 80 74 07 00 44 8b c3 8b d6 e8 3e e3 | t.H.).u.......L..H...t..D.....>. |
| 2d520 | fd ff 48 8b 5d af 45 33 ff 48 8b 7d 9f e9 79 fc ff ff cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ..H.].E3.H.}..y................. |
| 2d540 | 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 48 83 ec 70 48 8b 05 05 df 04 00 48 33 c4 48 89 | H.\$.UVWATAUAVAWH..pH......H3.H. |
| 2d560 | 44 24 60 4c 8b 35 de 15 02 00 0f 57 c0 4c 8b 3d b4 99 07 00 4d 8b e0 48 8b 72 10 48 8b fa 4c 89 | D$`L.5.....W.L.=....M..H.r.H..L. |
| 2d580 | 74 24 50 48 8b c6 4c 89 7c 24 58 4c 8b e9 f3 0f 7f 44 24 40 4d 85 c0 0f 84 bf 01 00 00 48 85 f6 | t$PH..L.|$XL.....D$@M........H.. |
| 2d5a0 | 74 42 48 83 e8 01 74 31 48 83 e8 01 74 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 b8 01 00 00 4c 8b | tBH...t1H...t"H...t.H.........L. |
| 2d5c0 | 7a 30 4c 89 7c 24 58 4c 8b 72 28 4c 89 74 24 50 48 8b 42 20 48 89 44 24 48 48 8b 6a 18 48 89 6c | z0L.|$XL.r(L.t$PH.B.H.D$HH.j.H.l |
| 2d5e0 | 24 40 eb 05 48 8b 6c 24 40 49 8b cc ff 15 1e 15 02 00 48 8b d8 48 8b c6 48 85 f6 74 17 48 83 e8 | $@..H.l$@I........H..H..H..t.H.. |
| 2d600 | 01 74 39 48 83 e8 01 74 58 48 83 f8 01 74 7f e9 a7 00 00 00 48 8b 15 c5 97 07 00 49 8b cc 4c 8b | .t9H...tXH...t......H......I..L. |
| 2d620 | 42 18 ff 15 e0 11 02 00 48 89 44 24 40 48 8b e8 48 85 c0 0f 84 1d 01 00 00 48 ff cb 48 8b 15 85 | B.......H.D$@H..H........H..H... |
| 2d640 | 9d 07 00 49 8b cc 4c 8b 42 18 ff 15 b8 11 02 00 48 89 44 24 48 48 85 c0 0f 84 ad 00 00 00 48 ff | ...I..L.B.......H.D$HH........H. |
| 2d660 | cb 48 85 db 0f 8e 99 01 00 00 48 8b 15 37 97 07 00 49 8b cc 4c 8b 42 18 ff 15 8a 11 02 00 48 85 | .H........H..7...I..L.B.......H. |
| 2d680 | c0 74 0b 4c 8b f0 48 89 44 24 50 48 ff cb 48 85 db 0f 8e 6c 01 00 00 48 8b 15 0a 98 07 00 49 8b | .t.L..H.D$PH..H....l...H......I. |
| 2d6a0 | cc 4c 8b 42 18 ff 15 5d 11 02 00 48 85 c0 74 0b 4c 8b f8 48 89 44 24 58 48 ff cb 48 85 db 0f 8e | .L.B...]...H..t.L..H.D$XH..H.... |
| 2d6c0 | 3f 01 00 00 48 8d 05 ed 73 07 00 49 8b cc 48 89 44 24 28 4c 8d 4c 24 40 48 8d 15 a1 f3 06 00 48 | ?...H...s..I..H.D$(L.L$@H......H |
| 2d6e0 | 89 74 24 20 e8 c7 1d fe ff 85 c0 79 0a ba 4d 4d 00 00 e9 da 00 00 00 4c 8b 7c 24 58 4c 8b 74 24 | .t$........y..MM.......L.|$XL.t$ |
| 2d700 | 50 48 8b 6c 24 40 e9 f8 00 00 00 48 8d 0d da 41 07 00 48 c7 44 24 30 01 00 00 00 48 89 4c 24 28 | PH.l$@.....H...A..H.D$0....H.L$( |
| 2d720 | 4c 8d 0d 51 4e 07 00 48 8b 0d 7a 11 02 00 4c 8d 05 a3 73 07 00 b8 02 00 00 00 48 8d 15 e7 4d 07 | L..QN..H..z...L...s.......H...M. |
| 2d740 | 00 48 89 44 24 20 48 8b 09 ff 15 31 13 02 00 ba 3d 4d 00 00 eb 7b 48 8b 77 10 eb 1a 48 83 e8 02 | .H.D$.H....1....=M...{H.w...H... |
| 2d760 | 0f 84 90 00 00 00 48 83 e8 01 0f 84 82 00 00 00 48 83 f8 01 74 78 b8 02 00 00 00 48 89 74 24 30 | ......H.........H...tx.....H.t$0 |
| 2d780 | 48 3b f0 4c 8d 0d ee 4d 07 00 b9 04 00 00 00 4c 8d 05 02 73 07 00 0f 4d c1 48 8d 15 88 4d 07 00 | H;.L...M.......L...s...M.H...M.. |
| 2d7a0 | 48 8d 0d c9 4d 07 00 4c 0f 4d c9 48 8d 0d 3a 41 07 00 48 89 4c 24 28 48 8b 0d ea 10 02 00 48 89 | H...M..L.M.H..:A..H.L$(H......H. |
| 2d7c0 | 44 24 20 48 8b 09 ff 15 b4 12 02 00 ba 62 4d 00 00 4c 8b 0d 80 97 02 00 48 8d 0d 79 72 07 00 41 | D$.H.........bM..L......H..yr..A |
| 2d7e0 | b8 48 0f 00 00 e8 76 e0 fd ff 33 c0 eb 2d 4c 8b 7a 30 4c 8b 72 28 48 8b 42 20 48 8b 6a 18 48 89 | .H....v...3..-L.z0L.r(H.B.H.j.H. |
| 2d800 | 44 24 48 4c 8b 44 24 48 4d 8b ce 48 8b d5 4c 89 7c 24 20 49 8b cd e8 f5 cc ff ff 48 8b 4c 24 60 | D$HL.D$HM..H..L.|$.I.......H.L$` |
| 2d820 | 48 33 cc e8 a8 a0 fd ff 48 8b 9c 24 c8 00 00 00 48 83 c4 70 41 5f 41 5e 41 5d 41 5c 5f 5e 5d c3 | H3......H..$....H..pA_A^A]A\_^]. |
| 2d840 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 55 41 54 49 8d ab 48 ff ff ff 48 81 ec | ................L..UATI..H...H.. |
| 2d860 | a8 01 00 00 48 8b 05 f5 db 04 00 48 33 c4 48 89 45 50 48 8b 05 37 9f 07 00 45 33 e4 49 ff 01 49 | ....H......H3.H.EPH..7...E3.I..I |
| 2d880 | 89 5b e8 49 8b d8 49 89 73 e0 49 89 7b d8 48 8b fa 4d 89 6b d0 4c 8b e9 4d 89 73 c8 45 8b f4 48 | .[.I..I.s.I.{.H..M.k.L..M.s.E..H |
| 2d8a0 | 89 4d d8 41 8d 4c 24 09 4d 89 7b c0 41 0f 29 73 a8 4c 89 4d a0 48 89 5d c8 48 89 55 d0 4c 89 65 | .M.A.L$.M.{.A.)s.L.M.H.].H.U.L.e |
| 2d8c0 | e8 4c 89 65 f0 4c 89 65 b8 4c 89 65 08 4c 89 65 80 4c 89 65 f8 4c 89 65 00 4c 89 65 10 4c 89 65 | .L.e.L.e.L.e.L.e.L.e.L.e.L.e.L.e |
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| 2d920 | c7 44 24 20 01 01 00 00 48 8b 05 81 9e 07 00 45 33 c0 48 8b cf ff 90 28 02 00 00 48 8b c8 48 85 | .D$.....H......E3.H....(...H..H. |
| 2d940 | c0 75 0f bb e0 0e 00 00 be eb 46 00 00 e9 0a 2b 00 00 48 89 4c 24 50 48 8b 00 48 89 01 48 85 c0 | .u........F....+..H.L$PH..H..H.. |
| 2d960 | 75 06 ff 15 a0 10 02 00 48 8b 4c 24 50 48 8b 05 3c 9e 07 00 48 89 4d b8 b9 0c 00 00 00 ff 90 68 | u.......H.L$PH..<...H.M........h |
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| 2d9a0 | 48 8b cb ff 90 28 02 00 00 48 89 44 24 50 48 85 c0 75 16 48 8b 3d 9e 95 02 00 bb e4 0e 00 00 be | H....(...H.D$PH..u.H.=.......... |
| 2d9c0 | fa 46 00 00 e9 c7 2a 00 00 48 ff 00 48 8b f8 48 8b 4c 24 50 48 89 45 e8 48 83 29 01 75 06 ff 15 | .F....*..H..H..H.L$PH.E.H.).u... |
| 2d9e0 | 24 10 02 00 4c 89 64 24 50 48 63 5f 18 89 5d a8 83 fb 01 0f 8c 15 2a 00 00 48 8b 47 20 4c 8b 7c | $...L.d$PHc_..].......*..H.G.L.| |
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| 2da60 | 48 8b 5d e0 4d 8d 6f ff f2 0f 10 35 c8 68 04 00 4e 8d 3c fd 00 00 00 00 0f 1f 84 00 00 00 00 00 | H.].M.o....5.h..N.<............. |
| 2da80 | 49 8b d5 48 8b cb ff 15 0c 9e 07 00 66 0f 2f c6 41 8b c4 0f 97 c0 85 c0 75 64 48 03 7d 98 49 03 | I..H........f./.A.......udH.}.I. |
| 2daa0 | df 48 3b fe 7c da 8b 5d a8 4c 8b 6d d8 4c 8b 7d 98 48 8b 45 b8 44 39 60 18 0f 85 02 12 00 00 83 | .H;.|..].L.m.L.}.H.E.D9`........ |
| 2dac0 | fb 01 0f 8f f9 11 00 00 48 8b 5d a0 48 3b 1d 75 10 02 00 0f 85 9a 08 00 00 49 8b cf e8 5f b7 fd | ........H.].H;.u.........I..._.. |
| 2dae0 | ff 48 89 44 24 68 48 85 c0 0f 85 38 08 00 00 bb 33 0f 00 00 be 63 4b 00 00 e9 5e 29 00 00 83 7d | .H.D$hH....8....3....cK...^)...} |
| 2db00 | a8 01 75 13 48 8b 05 c5 99 07 00 48 ff 00 48 8b 35 bb 99 07 00 eb 11 48 8b 05 5a 8e 07 00 48 ff | ..u.H......H..H.5......H..Z...H. |
| 2db20 | 00 48 8b 35 50 8e 07 00 48 8b 7d c8 48 8b 15 bd a7 07 00 48 89 75 f8 48 8b 4f 08 e8 10 f1 fd ff | .H.5P...H.}.H......H.u.H.O...... |
| 2db40 | 85 c0 41 8b dc 0f 95 c3 85 c0 0f 84 bb 05 00 00 48 8b 05 f1 9f 07 00 48 8b 48 18 48 39 0d de a6 | ..A.............H......H.H.H9... |
| 2db60 | 07 00 75 2b 48 8b 05 65 a7 07 00 48 85 c0 74 11 48 ff 00 48 8b 0d 56 a7 07 00 48 89 4c 24 50 eb | ..u+H..e...H..t.H..H..V...H.L$P. |
| 2db80 | 30 48 8b 0d d0 8d 07 00 e8 53 1e fe ff eb 1a 48 8b 0d c2 8d 07 00 4c 8d 05 33 a7 07 00 48 8d 15 | 0H.......S.....H......L..3...H.. |
| 2dba0 | 9c a6 07 00 e8 47 0d fe ff 48 89 44 24 50 48 8b c8 48 85 c9 75 16 48 8b 3d 9b 93 02 00 bb fd 0e | .....G...H.D$PH..H..u.H.=....... |
| 2dbc0 | 00 00 be 9a 47 00 00 e9 c4 28 00 00 48 8b 41 08 48 8b 15 41 90 07 00 4c 8b 80 90 00 00 00 4d 85 | ....G....(..H.A.H..A...L......M. |
| 2dbe0 | c0 74 05 41 ff d0 eb 06 ff 15 8a 0f 02 00 4c 8b f0 48 85 c0 75 0f bb fd 0e 00 00 be 9c 47 00 00 | .t.A..........L..H..u........G.. |
| 2dc00 | e9 57 28 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 f2 0d 02 00 48 8b 47 08 48 8b cf 48 8b 15 | .W(..H.L$PH.).u.......H.G.H..H.. |
| 2dc20 | 5c 8c 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 3d 0f 02 00 48 89 44 24 50 | \...L......M..t.A......=...H.D$P |
| 2dc40 | 48 85 c0 75 0f bb fd 0e 00 00 be 9f 47 00 00 e9 08 28 00 00 48 8b 05 dd 0d 02 00 49 8b d4 48 89 | H..u........G....(..H......I..H. |
| 2dc60 | 54 24 60 41 8b dc 49 39 46 08 75 34 49 8b 56 18 48 89 54 24 60 48 85 d2 74 26 49 8b 46 10 49 8b | T$`A..I9F.u4I.V.H.T$`H..t&I.F.I. |
| 2dc80 | ce 48 ff 02 4c 8b f0 48 ff 00 48 83 29 01 75 06 ff 15 72 0d 02 00 48 8b 54 24 60 bb 01 00 00 00 | .H..L..H..H.).u...r...H.T$`..... |
| 2dca0 | 49 8b 4e 08 48 3b 0d cd 0f 02 00 75 4f 48 8b 44 24 50 44 8d 43 02 48 89 45 28 45 33 c9 48 8b 05 | I.N.H;.....uOH.D$PD.C.H.E(E3.H.. |
| 2dcc0 | 44 9a 07 00 49 8b ce 48 89 45 30 48 89 55 20 48 8d 55 28 8b c3 48 c1 e0 03 48 2b d0 e8 ff 12 fe | D...I..H.E0H.U.H.U(..H...H+..... |
| 2dce0 | ff 4c 8b f8 48 85 c0 0f 85 8b 00 00 00 be b0 47 00 00 bb fd 0e 00 00 e9 60 27 00 00 48 8b 05 d5 | .L..H..........G........`'..H... |
| 2dd00 | 0f 02 00 48 3b c8 74 16 48 8b d0 ff 15 17 0d 02 00 85 c0 0f 84 95 00 00 00 48 8b 54 24 60 49 8b | ...H;.t.H................H.T$`I. |
| 2dd20 | 46 10 8b 48 10 83 e1 8d 81 f9 80 00 00 00 75 7e 48 8b 44 24 50 44 8d 43 02 48 89 45 40 49 8b ce | F..H..........u~H.D$PD.C.H.E@I.. |
| 2dd40 | 48 8b 05 c1 99 07 00 48 89 45 48 48 89 55 38 48 8d 55 40 8b c3 48 c1 e0 03 48 2b d0 e8 2f 11 fe | H......H.EHH.U8H.U@..H...H+../.. |
| 2dd60 | ff 4c 8b f8 48 85 c0 75 0f be b9 47 00 00 bb fd 0e 00 00 e9 e4 26 00 00 48 8b 4c 24 60 48 85 c9 | .L..H..u...G.........&..H.L$`H.. |
| 2dd80 | 74 0c 48 83 29 01 75 06 ff 15 7a 0c 02 00 48 8b 4c 24 50 4c 89 64 24 60 48 83 29 01 75 06 ff 15 | t.H.).u...z...H.L$PL.d$`H.).u... |
| 2dda0 | 64 0c 02 00 4c 89 64 24 50 e9 a1 00 00 00 8d 4b 02 ff 15 81 0d 02 00 48 89 44 24 58 48 85 c0 75 | d...L.d$P......K.......H.D$XH..u |
| 2ddc0 | 0f bb fd 0e 00 00 be c0 47 00 00 e9 8c 26 00 00 48 8b 4c 24 60 48 85 c9 74 0e 48 8b 44 24 58 48 | ........G....&..H.L$`H..t.H.D$XH |
| 2dde0 | 89 48 18 4c 89 64 24 60 48 8b 44 24 50 45 33 c0 48 8b 4c 24 58 8b d3 48 89 44 d1 18 48 8b 0d 05 | .H.L.d$`H.D$PE3.H.L$X..H.D..H... |
| 2de00 | 99 07 00 48 ff 01 48 8b 44 24 58 48 89 4c d0 20 49 8b ce 48 8b 54 24 58 4c 89 64 24 50 e8 5e 15 | ...H..H.D$XH.L..I..H.T$XL.d$P.^. |
| 2de20 | fe ff 4c 8b f8 48 85 c0 75 0f bb fd 0e 00 00 be cb 47 00 00 e9 23 26 00 00 48 8b 4c 24 58 48 83 | ..L..H..u........G...#&..H.L$XH. |
| 2de40 | 29 01 75 06 ff 15 be 0b 02 00 4c 89 64 24 58 49 83 2e 01 75 09 49 8b ce ff 15 aa 0b 02 00 4c 3b | ).u.......L.d$XI...u.I........L; |
| 2de60 | 3d ab 0a 02 00 41 8b dc 41 8b cc 41 8b c4 0f 94 c3 4d 8b f4 4c 3b 3d cd 0c 02 00 0f 94 c1 4c 3b | =....A..A..A.....M..L;=.......L; |
| 2de80 | 3d d3 0b 02 00 0f 94 c0 0b c8 0b cb 75 0b 49 8b cf ff 15 29 0a 02 00 8b d8 85 db 79 0f bb fd 0e | =...........u.I....).......y.... |
| 2dea0 | 00 00 be d0 47 00 00 e9 eb 20 00 00 49 83 2f 01 75 09 49 8b cf ff 15 4d 0b 02 00 85 db 0f 84 31 | ....G.......I./.u.I....M.......1 |
| 2dec0 | 03 00 00 48 8b 47 08 48 8b cf 48 8b 15 af 89 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 | ...H.G.H..H......L......M..t.A.. |
| 2dee0 | eb 06 ff 15 90 0c 02 00 4c 8b f8 48 85 c0 75 0f bb fe 0e 00 00 be df 47 00 00 e9 5d 25 00 00 48 | ........L..H..u........G...]%..H |
| 2df00 | 8b 15 42 0b 02 00 41 b8 03 00 00 00 49 8b cf ff 15 5b 0b 02 00 4c 8b f0 48 85 c0 75 0f bb fe 0e | ..B...A.....I....[...L..H..u.... |
| 2df20 | 00 00 be e1 47 00 00 e9 6b 20 00 00 49 83 2f 01 75 09 49 8b cf ff 15 cd 0a 02 00 4c 3b 35 ce 09 | ....G...k...I./.u.I........L;5.. |
| 2df40 | 02 00 41 8b dc 41 8b cc 41 8b c4 0f 94 c3 4c 3b 35 f3 0b 02 00 0f 94 c1 4c 3b 35 f9 0a 02 00 0f | ..A..A..A.....L;5.......L;5..... |
| 2df60 | 94 c0 0b c8 0b cb 75 0b 49 8b ce ff 15 4f 09 02 00 8b d8 85 db 79 0f bb fe 0e 00 00 be e3 47 00 | ......u.I....O.......y........G. |
| 2df80 | 00 e9 d6 24 00 00 49 83 2e 01 75 09 49 8b ce ff 15 73 0a 02 00 4d 8b f4 85 db 0f 84 54 02 00 00 | ...$..I...u.I....s...M......T... |
| 2dfa0 | 48 8b 47 08 48 8b cf 48 8b 15 22 90 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff | H.G.H..H.."...L......M..t.A..... |
| 2dfc0 | 15 b3 0b 02 00 4c 8b f8 48 85 c0 75 0f bb ff 0e 00 00 be f2 47 00 00 e9 80 24 00 00 48 8b 05 55 | .....L..H..u........G....$..H..U |
| 2dfe0 | 0a 02 00 4c 89 64 24 58 49 39 47 08 75 3e 49 8b 57 18 48 89 54 24 58 48 85 d2 74 30 49 8b 47 10 | ...L.d$XI9G.u>I.W.H.T$XH..t0I.G. |
| 2e000 | 49 8b cf 48 ff 02 4c 8b f8 48 ff 00 48 83 29 01 75 06 ff 15 f0 09 02 00 48 8b 54 24 58 48 85 d2 | I..H..L..H..H.).u.......H.T$XH.. |
| 2e020 | 74 0a 49 8b cf e8 96 0c fe ff eb 08 49 8b cf e8 8c 0e fe ff 48 8b 4c 24 58 4c 8b f0 48 85 c9 74 | t.I.........I.......H.L$XL..H..t |
| 2e040 | 0c 48 83 29 01 75 06 ff 15 bb 09 02 00 4c 89 64 24 58 4d 85 f6 75 0f bb ff 0e 00 00 be 00 48 00 | .H.).u.......L.d$XM..u........H. |
| 2e060 | 00 e9 31 1f 00 00 49 83 2f 01 75 09 49 8b cf ff 15 93 09 02 00 48 8b 15 2c a3 07 00 45 33 c0 49 | ..1...I./.u.I........H..,...E3.I |
| 2e080 | 8b ce ff 15 e8 09 02 00 4c 8b f8 48 85 c0 75 0f bb ff 0e 00 00 be 03 48 00 00 e9 bd 23 00 00 49 | ........L..H..u........H....#..I |
| 2e0a0 | 83 2e 01 75 09 49 8b ce ff 15 5a 09 02 00 4c 3b 3d 5b 08 02 00 41 8b dc 41 8b cc 41 8b c4 0f 94 | ...u.I....Z...L;=[...A..A..A.... |
| 2e0c0 | c3 4d 8b f4 4c 3b 3d 7d 0a 02 00 0f 94 c1 4c 3b 3d 83 09 02 00 0f 94 c0 0b c8 0b cb 75 0b 49 8b | .M..L;=}......L;=...........u.I. |
| 2e0e0 | cf ff 15 d9 07 02 00 8b d8 85 db 79 0f bb ff 0e 00 00 be 05 48 00 00 e9 9b 1e 00 00 49 83 2f 01 | ...........y........H.......I./. |
| 2e100 | 75 09 49 8b cf ff 15 fd 08 02 00 85 db 0f 84 e1 00 00 00 b9 03 00 00 00 ff 15 1a 0a 02 00 4c 8b | u.I...........................L. |
| 2e120 | f8 48 85 c0 75 12 bb 00 0f 00 00 be 1a 48 00 00 4d 8b f4 e9 24 23 00 00 48 8b 05 19 8b 07 00 48 | .H..u........H..M...$#..H......H |
| 2e140 | 8b ce bb 7f 00 00 00 48 ff 00 48 8b 05 07 8b 07 00 49 89 47 18 48 3b 35 ec 09 02 00 48 0f 44 0d | .......H..H......I.G.H;5....H.D. |
| 2e160 | 94 88 07 00 48 ff 01 8b 51 20 f6 c2 40 75 22 8b c2 24 1c 3c 04 75 07 bb ff 00 00 00 eb 13 80 e2 | ....H...Q...@u"..$.<.u.......... |
| 2e180 | 1c bb ff ff 10 00 80 fa 08 be ff ff 00 00 0f 44 de 4c 8b 41 10 44 8b cb 49 89 4f 20 49 81 c0 d2 | ...............D.L.A.D..I.O.I... |
| 2e1a0 | 00 00 00 48 8b 05 a6 8e 07 00 ba 03 00 00 00 49 8b cf 48 ff 00 48 8b 05 94 8e 07 00 49 89 47 28 | ...H...........I..H..H......I.G( |
| 2e1c0 | e8 4b ef fd ff 4c 8b f0 48 85 c0 75 0f bb 00 0f 00 00 be 2d 48 00 00 e9 bb 1d 00 00 49 83 2f 01 | .K...L..H..u.......-H.......I./. |
| 2e1e0 | 0f 85 e3 00 00 00 49 8b cf ff 15 19 08 02 00 e9 d5 00 00 00 b9 03 00 00 00 ff 15 39 09 02 00 4c | ......I....................9...L |
| 2e200 | 8b f0 48 85 c0 75 0f bb 06 0f 00 00 be 45 48 00 00 e9 46 22 00 00 48 8b 05 3b 8a 07 00 48 8b ce | ..H..u.......EH...F"..H..;...H.. |
| 2e220 | bb 7f 00 00 00 48 ff 00 48 8b 05 29 8a 07 00 49 89 46 18 48 3b 35 0e 09 02 00 48 0f 44 0d b6 87 | .....H..H..)...I.F.H;5....H.D... |
| 2e240 | 07 00 48 ff 01 8b 51 20 f6 c2 40 75 22 8b c2 24 1c 3c 04 75 07 bb ff 00 00 00 eb 13 80 e2 1c bb | ..H...Q...@u"..$.<.u............ |
| 2e260 | ff ff 10 00 80 fa 08 be ff ff 00 00 0f 44 de 4c 8b 41 10 44 8b cb 49 89 4e 20 49 83 c0 10 48 8b | .............D.L.A.D..I.N.I...H. |
| 2e280 | 05 5b 8c 07 00 ba 03 00 00 00 49 8b ce 48 ff 00 48 8b 05 49 8c 07 00 49 89 46 28 e8 70 ee fd ff | .[........I..H..H..I...I.F(.p... |
| 2e2a0 | 48 8b d8 48 85 c0 75 0f bb 06 0f 00 00 be 58 48 00 00 e9 a5 21 00 00 49 83 2e 01 75 09 49 8b ce | H..H..u.......XH....!..I...u.I.. |
| 2e2c0 | ff 15 42 07 02 00 4c 8b f3 4c 89 75 00 48 8b 0d 0c 9d 07 00 49 8b d6 e8 e4 09 fe ff 48 8b d8 48 | ..B...L..L.u.H......I.......H..H |
| 2e2e0 | 85 c0 75 12 bb 07 0f 00 00 be 67 48 00 00 4d 8b f4 e9 66 21 00 00 45 33 c9 45 33 c0 33 d2 48 8b | ..u.......gH..M...f!..E3.E3.3.H. |
| 2e300 | cb e8 ca 0e fe ff 48 83 2b 01 75 09 48 8b cb ff 15 f3 06 02 00 bb 07 0f 00 00 be 6b 48 00 00 4d | ......H.+.u.H..............kH..M |
| 2e320 | 8b f4 e9 35 21 00 00 be 01 00 00 00 8b ce ff 15 04 08 02 00 48 89 44 24 58 48 85 c0 75 0f bb 33 | ...5!...............H.D$XH..u..3 |
| 2e340 | 0f 00 00 be 65 4b 00 00 e9 0f 21 00 00 48 8b 4c 24 58 48 8b 44 24 68 48 89 41 18 48 8b 5c 24 58 | ....eK....!..H.L$XH.D$hH.A.H.\$X |
| 2e360 | 48 89 5d c0 4c 89 64 24 68 4c 89 64 24 58 e9 39 04 00 00 ff 15 77 08 02 00 48 8b c8 4c 8d 4c 24 | H.].L.d$hL.d$X.9.....w...H..L.L$ |
| 2e380 | 70 4c 8d 45 90 4c 8b e8 48 8d 54 24 78 e8 9e 00 fe ff 48 8b 0d af 97 07 00 48 8b 51 18 48 39 15 | pL.E.L..H.T$x.....H......H.Q.H9. |
| 2e3a0 | f4 97 07 00 75 2b 48 8b 0d db 97 07 00 48 85 c9 74 11 48 ff 01 48 8b 0d cc 97 07 00 48 89 4c 24 | ....u+H......H..t.H..H......H.L$ |
| 2e3c0 | 68 eb 30 48 8b 0d 26 89 07 00 e8 11 16 fe ff eb 1a 48 8b 0d 18 89 07 00 4c 8d 05 a9 97 07 00 48 | h.0H..&..........H......L......H |
| 2e3e0 | 8d 15 b2 97 07 00 e8 05 05 fe ff 48 89 44 24 68 48 8b c8 be 01 00 00 00 48 85 c9 75 0a bf 8f 4b | ...........H.D$hH.......H..u...K |
| 2e400 | 00 00 e9 36 01 00 00 48 8b 41 08 48 8b 15 e6 89 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff | ...6...H.A.H......L......M..t.A. |
| 2e420 | d0 eb 06 ff 15 4f 07 02 00 48 8b 4c 24 68 48 89 44 24 50 48 85 c0 75 0a bf 91 4b 00 00 e9 fb 00 | .....O...H.L$hH.D$PH..u...K..... |
| 2e440 | 00 00 48 29 31 75 06 ff 15 bb 05 02 00 48 8b 4c 24 50 48 8b 05 df 05 02 00 4c 89 64 24 68 48 39 | ..H)1u.......H.L$PH......L.d$hH9 |
| 2e460 | 41 08 75 46 48 8b 51 18 48 89 54 24 68 48 85 d2 74 38 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c 24 | A.uFH.Q.H.T$hH..t8H.A.H..H..H.L$ |
| 2e480 | 50 48 89 44 24 50 48 29 31 75 06 ff 15 77 05 02 00 48 8b 54 24 68 48 8b 4c 24 50 48 85 d2 74 0a | PH.D$PH)1u...w...H.T$hH.L$PH..t. |
| 2e4a0 | 4c 8b c3 e8 e8 06 fe ff eb 08 48 8b d3 e8 0e 08 fe ff 48 8b 4c 24 68 48 89 44 24 58 48 85 c9 74 | L.........H.......H.L$hH.D$XH..t |
| 2e4c0 | 0b 48 29 31 75 06 ff 15 3c 05 02 00 4c 89 64 24 68 4c 39 64 24 58 75 16 48 8b 1d 79 8a 02 00 bf | .H)1u...<...L.d$hL9d$Xu.H..y.... |
| 2e4e0 | a0 4b 00 00 4c 89 64 24 58 e9 88 00 00 00 48 8b 4c 24 50 48 29 31 75 06 ff 15 0a 05 02 00 49 8b | .K..L.d$X.....H.L$PH)1u.......I. |
| 2e500 | cf e8 3a ad fd ff 48 89 44 24 50 48 85 c0 75 0c 48 8b 4c 24 68 bf a3 4b 00 00 eb 21 b9 02 00 00 | ..:...H.D$PH..u.H.L$h..K...!.... |
| 2e520 | 00 ff 15 11 06 02 00 48 89 44 24 68 48 8b c8 48 85 c0 0f 85 f9 01 00 00 bf a5 4b 00 00 48 8b 44 | .......H.D$hH..H..........K..H.D |
| 2e540 | 24 58 48 8b 1d 0f 8a 02 00 48 85 c0 74 13 48 29 30 75 09 48 8b c8 ff 15 ac 04 02 00 48 8b 4c 24 | $XH......H..t.H)0u.H........H.L$ |
| 2e560 | 68 4c 89 64 24 58 48 85 c9 74 0b 48 29 31 75 06 ff 15 92 04 02 00 48 8b 44 24 50 4c 89 64 24 68 | hL.d$XH..t.H)1u.......H.D$PL.d$h |
| 2e580 | 48 85 c0 74 0e 48 29 30 75 09 48 8b c8 ff 15 75 04 02 00 48 8b 4c 24 60 4c 89 64 24 50 48 85 c9 | H..t.H)0u.H....u...H.L$`L.d$PH.. |
| 2e5a0 | 74 0b 48 29 31 75 06 ff 15 5b 04 02 00 4c 8b cb 4c 89 64 24 60 41 b8 36 0f 00 00 48 8d 0d 66 65 | t.H)1u...[...L..L.d$`A.6...H..fe |
| 2e5c0 | 07 00 8b d7 e8 97 d2 fd ff 4c 8d 4c 24 58 49 8b cd 4c 8d 44 24 50 48 8d 54 24 68 e8 b0 f9 fd ff | .........L.L$XI..L.D$PH.T$h..... |
| 2e5e0 | 85 c0 79 12 bb 37 0f 00 00 be cd 4b 00 00 4d 8b fc e9 89 00 00 00 48 8b 5d a0 48 8b 05 5f 04 02 | ..y..7.....K..M.......H.].H.._.. |
| 2e600 | 00 48 39 43 08 75 08 48 ff 03 48 8b c3 eb 09 48 8b cb ff 15 98 03 02 00 48 89 44 24 60 48 85 c0 | .H9C.u.H..H....H........H.D$`H.. |
| 2e620 | 75 0a be d9 4b 00 00 4d 8b fc eb 4e 49 8b cf e8 0c ac fd ff 4c 8b f8 48 85 c0 75 07 be db 4b 00 | u...K..M...NI.......L..H..u...K. |
| 2e640 | 00 eb 37 48 8b ce ff 15 ec 04 02 00 4c 8b f0 48 85 c0 75 07 be dd 4b 00 00 eb 1f 4c 89 78 18 49 | ..7H........L..H..u...K....L.x.I |
| 2e660 | 8b d6 48 8b 4c 24 60 ff 15 43 04 02 00 4c 8b f8 48 85 c0 75 2c be e2 4b 00 00 bb 38 0f 00 00 48 | ..H.L$`..C...L..H..u,..K...8...H |
| 2e680 | 8b 3d d2 88 02 00 4c 8b 4c 24 70 49 8b cd 4c 8b 45 90 48 8b 54 24 78 e8 14 fd fd ff e9 fd 18 00 | .=....L.L$pI..L.E.H.T$x......... |
| 2e6a0 | 00 48 8b 4c 24 60 48 29 31 75 06 ff 15 57 03 02 00 4c 89 64 24 60 49 29 36 75 09 49 8b ce ff 15 | .H.L$`H)1u...W...L.d$`I)6u.I.... |
| 2e6c0 | 44 03 02 00 48 8b 4c 24 68 49 8b df 48 89 5d c0 48 85 c9 74 0b 48 29 31 75 06 ff 15 28 03 02 00 | D...H.L$hI..H.].H..t.H)1u...(... |
| 2e6e0 | 48 8b 4c 24 50 4c 89 64 24 68 48 85 c9 74 0b 48 29 31 75 06 ff 15 0e 03 02 00 48 8b 4c 24 58 4c | H.L$PL.d$hH..t.H)1u.......H.L$XL |
| 2e700 | 89 64 24 50 48 85 c9 74 0b 48 29 31 75 06 ff 15 f4 02 02 00 4c 89 64 24 58 4c 8b 4c 24 70 49 8b | .d$PH..t.H)1u.......L.d$XL.L$pI. |
| 2e720 | cd 4c 8b 45 90 48 8b 54 24 78 e8 81 fc fd ff eb 7b 48 8b 44 24 58 48 89 41 18 48 8b 4c 24 50 48 | .L.E.H.T$x......{H.D$XH.A.H.L$PH |
| 2e740 | 8b 44 24 68 48 89 48 20 48 8b 5c 24 68 48 8b 4c 24 78 4c 89 64 24 58 4c 89 64 24 50 48 89 5d c0 | .D$hH.H.H.\$hH.L$xL.d$XL.d$PH.]. |
| 2e760 | 4c 89 64 24 68 48 85 c9 74 0b 48 29 31 75 06 ff 15 93 02 02 00 48 8b 4d 90 4c 89 64 24 78 48 85 | L.d$hH..t.H)1u.......H.M.L.d$xH. |
| 2e780 | c9 74 0b 48 29 31 75 06 ff 15 7a 02 02 00 48 8b 4c 24 70 4c 89 65 90 48 85 c9 74 0b 48 29 31 75 | .t.H)1u...z...H.L$pL.e.H..t.H)1u |
| 2e7a0 | 06 ff 15 61 02 02 00 4c 89 64 24 70 48 8b 05 95 93 07 00 48 8b 48 18 48 39 0d 72 91 07 00 75 26 | ...a...L.d$pH......H.H.H9.r...u& |
| 2e7c0 | 48 8b 05 59 96 07 00 48 85 c0 74 0c 48 ff 00 48 8b 05 4a 96 07 00 eb 28 48 8b 0d 79 81 07 00 e8 | H..Y...H..t.H..H..J....(H..y.... |
| 2e7e0 | fc 11 fe ff eb 1a 48 8b 0d 6b 81 07 00 4c 8d 05 2c 96 07 00 48 8d 15 35 91 07 00 e8 f0 00 fe ff | ......H..k...L..,...H..5........ |
| 2e800 | 48 89 44 24 58 49 3b c4 75 12 bb 3a 0f 00 00 be 0c 4c 00 00 4d 8b f4 e9 40 1c 00 00 4c 8b 44 24 | H.D$XI;.u..:.....L..M...@...L.D$ |
| 2e820 | 58 48 8b 15 80 8b 07 00 49 8b 40 08 4c 8b 88 90 00 00 00 4d 85 c9 74 08 49 8b c8 41 ff d1 eb 0b | XH......I.@.L......M..t.I..A.... |
| 2e840 | 48 8b 4c 24 58 ff 15 2d 03 02 00 48 89 44 24 50 48 85 c0 75 12 bb 3a 0f 00 00 be 0e 4c 00 00 4d | H.L$X..-...H.D$PH..u..:.....L..M |
| 2e860 | 8b f4 e9 f5 1b 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 90 01 02 00 48 8b ce 4c 89 64 24 58 | .......H.L$XH.).u.......H..L.d$X |
| 2e880 | ff 15 b2 02 02 00 48 89 44 24 58 48 85 c0 75 12 bb 3a 0f 00 00 be 11 4c 00 00 4d 8b f4 e9 ba 1b | ......H.D$XH..u..:.....L..M..... |
| 2e8a0 | 00 00 48 ff 03 48 8b 44 24 58 48 89 58 18 ff 15 34 ff 01 00 48 89 44 24 68 48 85 c0 75 12 bb 3a | ..H..H.D$XH.X...4...H.D$hH..u..: |
| 2e8c0 | 0f 00 00 be 16 4c 00 00 4d 8b f4 e9 8c 1b 00 00 48 8b 05 71 92 07 00 48 8b 48 18 48 39 0d 26 97 | .....L..M.......H..q...H.H.H9.&. |
| 2e8e0 | 07 00 75 26 48 8b 05 2d 9a 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 3d 1e 9a 07 00 eb 2b 48 8b 0d 55 | ..u&H..-...H..t.H..L.=.....+H..U |
| 2e900 | 80 07 00 e8 d8 10 fe ff eb 1a 48 8b 0d 47 80 07 00 4c 8d 05 00 9a 07 00 48 8d 15 e9 96 07 00 e8 | ..........H..G...L......H....... |
| 2e920 | cc ff fd ff 4c 8b f8 4d 85 ff 75 12 bb 3a 0f 00 00 be 18 4c 00 00 4d 8b f4 e9 1e 1b 00 00 49 8b | ....L..M..u..:.....L..M.......I. |
| 2e940 | 47 08 49 8b cf 48 8b 15 bc 8b 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 15 | G.I..H......L......M..t.A....... |
| 2e960 | 02 02 00 4c 8b f0 48 85 c0 75 0f bb 3a 0f 00 00 be 1a 4c 00 00 e9 1d 16 00 00 49 83 2f 01 75 09 | ...L..H..u..:.....L.......I./.u. |
| 2e980 | 49 8b cf ff 15 7f 00 02 00 48 8b 15 f0 7e 07 00 4d 8b c6 48 8b 4c 24 68 ff 15 42 fe 01 00 85 c0 | I........H...~..M..H.L$h..B..... |
| 2e9a0 | 79 0f bb 3a 0f 00 00 be 1d 4c 00 00 e9 ab 1a 00 00 49 83 2e 01 75 09 49 8b ce ff 15 48 00 02 00 | y..:.....L.......I...u.I....H... |
| 2e9c0 | 4c 8b 44 24 68 48 8b 54 24 58 48 8b 4c 24 50 e8 ac 09 fe ff 4c 8b f0 48 85 c0 75 0f bb 3a 0f 00 | L.D$hH.T$XH.L$P.....L..H..u..:.. |
| 2e9e0 | 00 be 1f 4c 00 00 e9 71 1a 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 0c 00 02 00 48 8b 4c 24 | ...L...q...H.L$PH.).u.......H.L$ |
| 2ea00 | 58 4c 89 64 24 50 48 83 29 01 75 06 ff 15 f6 ff 01 00 48 8b 4c 24 68 4c 89 64 24 58 48 83 29 01 | XL.d$PH.).u.......H.L$hL.d$XH.). |
| 2ea20 | 75 06 ff 15 e0 ff 01 00 49 8b c6 4c 89 64 24 68 49 ff 06 48 89 45 f0 4c 89 75 b0 4d 8b f4 48 8b | u.......I..L.d$hI..H.E.L.u.M..H. |
| 2ea40 | 78 10 8b 50 18 48 8b 48 20 48 8b 05 60 8d 07 00 ff 90 f0 04 00 00 48 8b 4d d0 48 8b f0 e8 be a6 | x..P.H.H.H..`.........H.M.H..... |
| 2ea60 | fd ff 48 89 45 d0 48 8b d8 48 83 f8 ff 75 1a ff 15 b3 01 02 00 48 85 c0 74 0f bb 3e 0f 00 00 be | ..H.E.H..H...u.......H..t..>.... |
| 2ea80 | 4c 4c 00 00 e9 d3 19 00 00 48 8b 15 b8 87 07 00 0f 57 c0 f2 48 0f 2a c3 41 b8 01 00 00 00 ff 15 | LL.......H.......W..H.*.A....... |
| 2eaa0 | d4 8d 07 00 83 f8 ff 75 0f bb 3f 0f 00 00 be 56 4c 00 00 e9 a4 19 00 00 4c 8b 7d d8 48 8b 15 ed | .......u..?....VL.......L.}.H... |
| 2eac0 | 83 07 00 49 8b 8f c8 00 00 00 e8 41 f1 01 00 48 89 44 24 70 48 85 c0 75 0f bb 41 0f 00 00 be 69 | ...I.......A...H.D$pH..u..A....i |
| 2eae0 | 4c 00 00 e9 74 19 00 00 48 8b 15 39 89 07 00 49 8b 8f c8 00 00 00 e8 15 f1 01 00 48 89 44 24 68 | L...t...H..9...I...........H.D$h |
| 2eb00 | 48 8b c8 48 85 c0 75 0a be 6b 4c 00 00 e9 83 00 00 00 48 8b 05 1f ff 01 00 4c 89 64 24 58 48 39 | H..H..u..kL.......H......L.d$XH9 |
| 2eb20 | 41 08 75 44 48 8b 51 18 48 89 54 24 58 48 85 d2 74 36 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c 24 | A.uDH.Q.H.T$XH..t6H.A.H..H..H.L$ |
| 2eb40 | 68 48 89 44 24 68 48 83 29 01 75 06 ff 15 b6 fe 01 00 48 8b 54 24 58 48 8b 4c 24 68 48 85 d2 74 | hH.D$hH.).u.......H.T$XH.L$hH..t |
| 2eb60 | 07 e8 5a 01 fe ff eb 05 e8 53 03 fe ff 48 8b 4c 24 58 4c 8b f0 48 85 c9 74 0c 48 83 29 01 75 06 | ..Z......S...H.L$XL..H..t.H.).u. |
| 2eb80 | ff 15 82 fe 01 00 4c 89 64 24 58 4d 85 f6 75 2c be 79 4c 00 00 48 8b 3d bc 83 02 00 48 8b 4c 24 | ......L.d$XM..u,.yL..H.=....H.L$ |
| 2eba0 | 70 48 83 29 01 75 06 ff 15 5b fe 01 00 4c 89 64 24 70 bb 41 0f 00 00 e9 a7 18 00 00 48 8b 4c 24 | pH.).u...[...L.d$p.A........H.L$ |
| 2ebc0 | 68 48 83 29 01 75 06 ff 15 3b fe 01 00 4c 89 64 24 68 49 83 2e 01 75 09 49 8b ce ff 15 27 fe 01 | hH.).u...;...L.d$hI...u.I....'.. |
| 2ebe0 | 00 4d 8b f4 4c 89 65 c8 ff 15 0a 00 02 00 48 89 45 d8 48 8b c6 48 99 48 f7 7d 98 48 8b d8 48 85 | .M..L.e.......H.E.H..H.H.}.H..H. |
| 2ec00 | c0 7e 4a 4c 8b 75 98 49 8d 77 40 4c 8b 65 d0 4e 8d 2c f5 00 00 00 00 66 0f 1f 84 00 00 00 00 00 | .~JL.u.I.w@L.e.N.,.....f........ |
| 2ec20 | 4c 8b 4d e0 49 8d 4f 18 48 89 74 24 28 4c 8b c7 49 8b d4 4c 89 74 24 20 e8 93 4a fd ff 49 03 fd | L.M.I.O.H.t$(L..I..L.t$...J..I.. |
| 2ec40 | 48 83 eb 01 75 da 4c 8b 75 c8 45 33 e4 48 8b 4d d8 ff 15 61 fd 01 00 48 8b 4c 24 70 48 85 c9 74 | H...u.L.u.E3.H.M...a...H.L$pH..t |
| 2ec60 | 51 48 8b 15 b8 94 07 00 45 33 c0 e8 10 07 fe ff 48 8b 4c 24 70 48 89 45 88 48 83 29 01 75 06 ff | QH......E3......H.L$pH.E.H.).u.. |
| 2ec80 | 15 83 fd 01 00 48 8b 4d 88 4c 89 64 24 70 48 85 c9 75 0f bb 41 0f 00 00 be c3 4c 00 00 e9 ba 17 | .....H.M.L.d$pH..u..A.....L..... |
| 2eca0 | 00 00 48 83 29 01 75 06 ff 15 5a fd 01 00 4c 89 65 88 4c 8b 7d b0 4d 8b e7 49 ff 07 e9 2f 18 00 | ..H.).u...Z...L.e.L.}.M..I.../.. |
| 2ecc0 | 00 48 8b 15 80 85 07 00 bf 01 00 00 00 44 8b c7 48 8b c8 ff 15 ef 8a 07 00 83 f8 ff 75 0f bb 0b | .H...........D..H...........u... |
| 2ece0 | 0f 00 00 be 99 48 00 00 e9 6f 17 00 00 48 8b 05 54 8e 07 00 48 8b 48 18 48 39 0d 39 91 07 00 75 | .....H...o...H..T...H.H.H9.9...u |
| 2ed00 | 26 48 8b 05 28 89 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 35 19 89 07 00 eb 2b 48 8b 0d 38 7c 07 00 | &H..(...H..t.H..L.5.....+H..8|.. |
| 2ed20 | e8 bb 0c fe ff eb 1a 48 8b 0d 2a 7c 07 00 4c 8d 05 fb 88 07 00 48 8d 15 fc 90 07 00 e8 af fb fd | .......H..*|..L......H.......... |
| 2ed40 | ff 4c 8b f0 4d 85 f6 75 0f bb 0e 0f 00 00 be a2 48 00 00 e9 04 17 00 00 49 8b 46 08 49 8b ce 48 | .L..M..u........H.......I.F.I..H |
| 2ed60 | 8b 15 c2 87 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 fb fd 01 00 48 89 44 | ......L......M..t.A..........H.D |
| 2ed80 | 24 58 48 85 c0 75 0f bb 0e 0f 00 00 be a4 48 00 00 e9 c6 16 00 00 49 29 3e 75 09 49 8b ce ff 15 | $XH..u........H.......I)>u.I.... |
| 2eda0 | 64 fc 01 00 48 8b 75 e8 48 8b 05 01 8a 07 00 8b 56 18 48 8b 4e 20 ff 90 f0 04 00 00 48 8b c8 e8 | d...H.u.H.......V.H.N.......H... |
| 2edc0 | 7c a4 fd ff 4c 8b f0 48 85 c0 75 0f bb 0f 0f 00 00 be af 48 00 00 e9 81 16 00 00 49 8b cf e8 5d | |...L..H..u........H.......I...] |
| 2ede0 | a4 fd ff 48 89 44 24 50 48 85 c0 75 16 48 8b 3d 64 81 02 00 bb 0f 0f 00 00 be b1 48 00 00 e9 79 | ...H.D$PH..u.H.=d..........H...y |
| 2ee00 | 16 00 00 b9 03 00 00 00 ff 15 2a fd 01 00 48 89 44 24 60 48 85 c0 75 0f bb 0e 0f 00 00 be bb 48 | ..........*...H.D$`H..u........H |
| 2ee20 | 00 00 e9 35 16 00 00 48 8b 0d 8a 8b 07 00 48 ff 01 48 8b 44 24 60 48 89 48 18 48 8b 44 24 60 4c | ...5...H......H..H.D$`H.H.H.D$`L |
| 2ee40 | 89 70 20 48 8b 4c 24 60 48 8b 44 24 50 48 89 41 28 ff 15 91 f9 01 00 48 89 44 24 50 48 85 c0 75 | .p.H.L$`H.D$PH.A(......H.D$PH..u |
| 2ee60 | 16 48 8b 3d f0 80 02 00 bb 0f 0f 00 00 be ce 48 00 00 e9 19 16 00 00 48 8b 05 ca 8c 07 00 48 8b | .H.=...........H.......H......H. |
| 2ee80 | 48 18 48 39 0d 6f 88 07 00 75 26 48 8b 05 be 8b 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 35 af 8b 07 | H.H9.o...u&H......H..t.H..L.5... |
| 2eea0 | 00 eb 2b 48 8b 0d ae 7a 07 00 e8 31 0b fe ff eb 1a 48 8b 0d a0 7a 07 00 4c 8d 05 91 8b 07 00 48 | ..+H...z...1.....H...z..L......H |
| 2eec0 | 8d 15 32 88 07 00 e8 25 fa fd ff 4c 8b f0 4d 85 f6 75 0f bb 0f 0f 00 00 be d0 48 00 00 e9 7a 15 | ..2....%...L..M..u........H...z. |
| 2eee0 | 00 00 49 8b 46 08 49 8b ce 48 8b 15 88 7c 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb | ..I.F.I..H...|..L......M..t.A... |
| 2ef00 | 06 ff 15 71 fc 01 00 48 89 44 24 68 48 85 c0 75 0f bb 0f 0f 00 00 be d2 48 00 00 e9 3c 15 00 00 | ...q...H.D$hH..u........H...<... |
| 2ef20 | 49 29 3e 75 09 49 8b ce ff 15 da fa 01 00 4c 8b 44 24 68 4d 8b f4 48 8b 15 43 79 07 00 48 8b 4c | I)>u.I........L.D$hM..H..Cy..H.L |
| 2ef40 | 24 50 ff 15 98 f8 01 00 85 c0 79 0f bb 0f 0f 00 00 be d5 48 00 00 e9 01 15 00 00 48 8b 4c 24 68 | $P........y........H.......H.L$h |
| 2ef60 | 48 29 39 75 06 ff 15 9d fa 01 00 4c 8b 44 24 50 48 8b 54 24 60 48 8b 4c 24 58 e8 01 04 fe ff 48 | H)9u.......L.D$PH.T$`H.L$X.....H |
| 2ef80 | 89 44 24 68 48 85 c0 75 0f bb 0e 0f 00 00 be df 48 00 00 e9 c4 14 00 00 48 8b 4c 24 58 48 29 39 | .D$hH..u........H.......H.L$XH)9 |
| 2efa0 | 75 06 ff 15 60 fa 01 00 48 8b 4c 24 60 4c 89 64 24 58 48 29 39 75 06 ff 15 4b fa 01 00 48 8b 4c | u...`...H.L$`L.d$XH)9u...K...H.L |
| 2efc0 | 24 50 4c 89 64 24 60 48 29 39 75 06 ff 15 36 fa 01 00 48 8b 4c 24 68 48 8b 15 52 84 07 00 48 8b | $PL.d$`H)9u...6...H.L$hH..R...H. |
| 2efe0 | 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 7f fb 01 00 48 89 44 24 50 48 85 | A.L......M..t.A..........H.D$PH. |
| 2f000 | c0 75 0f bb 10 0f 00 00 be ec 48 00 00 e9 4a 14 00 00 48 8b 4c 24 68 48 29 39 75 06 ff 15 e6 f9 | .u........H...J...H.L$hH)9u..... |
| 2f020 | 01 00 48 8b 46 08 48 8b ce 48 8b 15 b8 7c 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb | ..H.F.H..H...|..L......M..t.A... |
| 2f040 | 06 ff 15 31 fb 01 00 48 89 44 24 68 48 8b c8 48 85 c0 75 0f bb 10 0f 00 00 be ef 48 00 00 e9 f9 | ...1...H.D$hH..H..u........H.... |
| 2f060 | 13 00 00 44 89 64 24 40 8d 43 ff 89 7c 24 38 45 33 c9 44 89 64 24 30 33 d2 4c 89 64 24 28 4c 63 | ...D.d$@.C..|$8E3.D.d$03.L.d$(Lc |
| 2f080 | c0 4c 89 64 24 20 e8 15 f5 fd ff 48 89 44 24 60 48 85 c0 75 0f bb 10 0f 00 00 be f1 48 00 00 e9 | .L.d$......H.D$`H..u........H... |
| 2f0a0 | b8 13 00 00 48 8b 4c 24 68 48 29 39 75 06 ff 15 54 f9 01 00 48 8b 4c 24 50 48 8b 05 78 f9 01 00 | ....H.L$hH)9u...T...H.L$PH..x... |
| 2f0c0 | 4c 89 64 24 68 48 39 41 08 75 48 48 8b 51 18 48 89 54 24 68 48 85 d2 74 3a 48 8b 41 10 48 ff 02 | L.d$hH9A.uHH.Q.H.T$hH..t:H.A.H.. |
| 2f0e0 | 48 ff 00 48 8b 4c 24 50 48 89 44 24 50 48 29 39 75 06 ff 15 10 f9 01 00 48 8b 54 24 68 48 8b 4c | H..H.L$PH.D$PH)9u.......H.T$hH.L |
| 2f100 | 24 50 48 85 d2 74 0c 4c 8b 44 24 60 e8 7f fa fd ff eb 0a 48 8b 54 24 60 e8 a3 fb fd ff 48 8b 4c | $PH..t.L.D$`.......H.T$`.....H.L |
| 2f120 | 24 68 48 8b d8 48 85 c9 74 0b 48 29 39 75 06 ff 15 d3 f8 01 00 48 8b 4c 24 60 4c 89 64 24 68 48 | $hH..H..t.H)9u.......H.L$`L.d$hH |
| 2f140 | 29 39 75 06 ff 15 be f8 01 00 4c 89 64 24 60 48 85 db 75 0f bb 10 0f 00 00 be 01 49 00 00 e9 f9 | )9u.......L.d$`H..u........I.... |
| 2f160 | 12 00 00 48 8b 4c 24 50 48 29 39 75 06 ff 15 95 f8 01 00 48 89 5c 24 50 48 8b 03 48 89 03 48 85 | ...H.L$PH)9u.......H.\$PH..H..H. |
| 2f180 | c0 75 09 48 8b cb ff 15 7c f8 01 00 48 8b 75 a0 48 3b 35 b1 f9 01 00 48 8b 5c 24 50 48 89 5d 10 | .u.H....|...H.u.H;5....H.\$PH.]. |
| 2f1a0 | 75 6d 48 8b 4d b8 48 8b d3 e8 52 2f ff ff 48 89 44 24 50 48 85 c0 75 16 48 8b 3d 99 7d 02 00 bb | umH.M.H...R/..H.D$PH..u.H.=.}... |
| 2f1c0 | 12 0f 00 00 be 24 49 00 00 e9 c2 12 00 00 48 3b 05 73 f9 01 00 74 27 48 8b 15 b2 8c 07 00 48 8b | .....$I.......H;.s...t'H......H. |
| 2f1e0 | c8 e8 aa e7 fd ff 85 c0 75 0f bb 12 0f 00 00 be 26 49 00 00 e9 63 12 00 00 48 8b 44 24 50 4c 8b | ........u.......&I...c...H.D$PL. |
| 2f200 | f0 48 89 45 80 4c 89 64 24 50 e9 ac 0a 00 00 48 8b 05 32 89 07 00 48 8b 48 18 48 39 0d 5f 88 07 | .H.E.L.d$P.....H..2...H.H.H9._.. |
| 2f220 | 00 75 2b 48 8b 05 be 8f 07 00 48 85 c0 74 11 48 ff 00 48 8b 0d af 8f 07 00 48 89 4c 24 50 eb 30 | .u+H......H..t.H..H......H.L$P.0 |
| 2f240 | 48 8b 0d 11 77 07 00 e8 94 07 fe ff eb 1a 48 8b 0d 03 77 07 00 4c 8d 05 8c 8f 07 00 48 8d 15 1d | H...w.........H...w..L......H... |
| 2f260 | 88 07 00 e8 88 f6 fd ff 48 89 44 24 50 48 8b c8 48 85 c9 75 16 48 8b 3d dc 7c 02 00 bb 14 0f 00 | ........H.D$PH..H..u.H.=.|...... |
| 2f280 | 00 be 3c 49 00 00 e9 05 12 00 00 48 8b 41 08 48 8b 15 22 82 07 00 4c 8b 80 90 00 00 00 4d 85 c0 | ..<I.......H.A.H.."...L......M.. |
| 2f2a0 | 74 05 41 ff d0 eb 06 ff 15 cb f8 01 00 4c 8b f8 48 85 c0 75 0f bb 14 0f 00 00 be 3e 49 00 00 e9 | t.A..........L..H..u.......>I... |
| 2f2c0 | 98 11 00 00 48 8b 4c 24 50 48 29 39 75 06 ff 15 34 f7 01 00 48 8b cf ff 15 5b f8 01 00 48 89 44 | ....H.L$PH)9u...4...H....[...H.D |
| 2f2e0 | 24 50 48 85 c0 75 0f bb 14 0f 00 00 be 41 49 00 00 e9 a1 0c 00 00 48 8b 44 24 50 48 ff 06 48 89 | $PH..u.......AI.......H.D$PH..H. |
| 2f300 | 70 18 ff 15 e0 f4 01 00 48 89 44 24 60 48 85 c0 75 0f bb 14 0f 00 00 be 46 49 00 00 e9 76 0c 00 | p.......H.D$`H..u.......FI...v.. |
| 2f320 | 00 48 8b 05 20 88 07 00 48 8b 48 18 48 39 0d 15 8c 07 00 75 26 48 8b 05 dc 8d 07 00 48 85 c0 74 | .H......H.H.H9.....u&H......H..t |
| 2f340 | 0c 48 ff 00 48 8b 05 cd 8d 07 00 eb 28 48 8b 0d 04 76 07 00 e8 87 06 fe ff eb 1a 48 8b 0d f6 75 | .H..H.......(H...v.........H...u |
| 2f360 | 07 00 4c 8d 05 af 8d 07 00 48 8d 15 d8 8b 07 00 e8 7b f5 fd ff 48 89 44 24 68 49 3b c4 75 0f bb | ..L......H.......{...H.D$hI;.u.. |
| 2f380 | 14 0f 00 00 be 48 49 00 00 e9 09 0c 00 00 48 8b 4c 24 68 48 8b 15 16 7f 07 00 48 8b 41 08 4c 8b | .....HI.......H.L$hH......H.A.L. |
| 2f3a0 | 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 0b 48 8b 4c 24 68 ff 15 be f7 01 00 48 89 44 24 58 48 | .....M..t.A....H.L$h......H.D$XH |
| 2f3c0 | 85 c0 75 0f bb 14 0f 00 00 be 4a 49 00 00 e9 c4 0b 00 00 48 8b 4c 24 68 48 29 39 75 06 ff 15 25 | ..u.......JI.......H.L$hH)9u...% |
| 2f3e0 | f6 01 00 4c 8b 44 24 58 48 8b 15 91 74 07 00 48 8b 4c 24 60 4c 89 64 24 68 ff 15 e1 f3 01 00 85 | ...L.D$XH...t..H.L$`L.d$h....... |
| 2f400 | c0 79 0f bb 14 0f 00 00 be 4d 49 00 00 e9 85 0b 00 00 48 8b 4c 24 58 48 29 39 75 06 ff 15 e6 f5 | .y.......MI.......H.L$XH)9u..... |
| 2f420 | 01 00 4c 8b 44 24 60 49 8b cf 48 8b 54 24 50 e8 4c ff fd ff 48 89 44 24 58 48 85 c0 75 0f bb 14 | ..L.D$`I..H.T$P.L...H.D$XH..u... |
| 2f440 | 0f 00 00 be 4f 49 00 00 e9 4a 0b 00 00 49 29 3f 75 09 49 8b cf ff 15 ad f5 01 00 48 8b 4c 24 50 | ....OI...J...I)?u.I........H.L$P |
| 2f460 | 48 29 39 75 06 ff 15 9d f5 01 00 48 8b 4c 24 60 4c 89 64 24 50 48 29 39 75 06 ff 15 88 f5 01 00 | H)9u.......H.L$`L.d$PH)9u....... |
| 2f480 | 48 8b 44 24 58 48 8b d3 48 8b 4d b8 4c 89 64 24 60 48 89 45 18 48 ff 00 4c 8b 44 24 58 4c 89 45 | H.D$XH..H.M.L.d$`H.E.H..L.D$XL.E |
| 2f4a0 | 08 e8 0a 2c ff ff 48 89 44 24 58 48 85 c0 75 0f bb 16 0f 00 00 be 6a 49 00 00 e9 9d 0f 00 00 4c | ...,..H.D$XH..u.......jI.......L |
| 2f4c0 | 8b 44 24 58 4c 3b 05 7d f6 01 00 74 22 48 8b 15 bc 89 07 00 49 8b c8 e8 b4 e4 fd ff 85 c0 75 0f | .D$XL;.}...t"H......I.........u. |
| 2f4e0 | bb 16 0f 00 00 be 6c 49 00 00 e9 6d 0f 00 00 4c 8b 74 24 58 4c 89 75 80 4c 89 64 24 58 ff 15 ed | ......lI...m...L.t$XL.u.L.d$X... |
| 2f500 | f6 01 00 48 8b c8 4c 8d 4c 24 78 4c 8d 45 88 4c 8b f8 48 8d 54 24 70 e8 14 ef fd ff 48 8b 0d 25 | ...H..L.L$xL.E.L..H.T$p.....H..% |
| 2f520 | 86 07 00 48 8b 51 18 48 39 15 ea 86 07 00 75 26 48 8b 0d 39 8e 07 00 48 85 c9 74 0c 48 ff 01 48 | ...H.Q.H9.....u&H..9...H..t.H..H |
| 2f540 | 8b 05 2a 8e 07 00 eb 28 48 8b 0d a1 77 07 00 e8 8c 04 fe ff eb 1a 48 8b 0d 93 77 07 00 4c 8d 05 | ..*....(H...w.........H...w..L.. |
| 2f560 | 0c 8e 07 00 48 8d 15 ad 86 07 00 e8 80 f3 fd ff 48 89 44 24 60 49 3b c4 75 0a bf 87 49 00 00 e9 | ....H...........H.D$`I;.u...I... |
| 2f580 | 15 01 00 00 48 8b 4c 24 60 48 8b 15 68 78 07 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | ....H.L$`H..hx..H.A.L......M..t. |
| 2f5a0 | 41 ff d0 eb 0b 48 8b 4c 24 60 ff 15 c8 f5 01 00 48 89 44 24 50 48 85 c0 75 0a bf 89 49 00 00 e9 | A....H.L$`......H.D$PH..u...I... |
| 2f5c0 | d5 00 00 00 48 8b 4c 24 60 48 29 39 75 06 ff 15 34 f4 01 00 48 8b 4c 24 50 48 8b 05 58 f4 01 00 | ....H.L$`H)9u...4...H.L$PH..X... |
| 2f5e0 | 4c 89 64 24 60 48 39 41 08 75 46 48 8b 51 18 48 89 54 24 60 48 85 d2 74 38 48 8b 41 10 48 ff 02 | L.d$`H9A.uFH.Q.H.T$`H..t8H.A.H.. |
| 2f600 | 48 ff 00 48 8b 4c 24 50 48 89 44 24 50 48 29 39 75 06 ff 15 f0 f3 01 00 48 8b 54 24 60 48 8b 4c | H..H.L$PH.D$PH)9u.......H.T$`H.L |
| 2f620 | 24 50 48 85 d2 74 0a 4c 8b c6 e8 61 f5 fd ff eb 08 48 8b d6 e8 87 f6 fd ff 48 8b 4c 24 60 48 89 | $PH..t.L...a.....H.......H.L$`H. |
| 2f640 | 44 24 58 48 85 c9 74 0b 48 29 39 75 06 ff 15 b5 f3 01 00 4c 89 64 24 60 4c 39 64 24 58 75 0e 48 | D$XH..t.H)9u.......L.d$`L9d$Xu.H |
| 2f660 | 8b 1d f2 78 02 00 bf 98 49 00 00 eb 49 48 8b 4c 24 50 48 29 39 75 06 ff 15 8b f3 01 00 48 8b cf | ...x....I...IH.L$PH)9u.......H.. |
| 2f680 | ff 15 b2 f4 01 00 48 89 44 24 50 48 85 c0 0f 85 8e 01 00 00 bf 9b 49 00 00 48 8b 4c 24 58 48 8b | ......H.D$PH..........I..H.L$XH. |
| 2f6a0 | 1d b3 78 02 00 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 52 f3 01 00 48 8b 4c 24 68 4c 89 64 24 58 | ..x..H..t.H.).u...R...H.L$hL.d$X |
| 2f6c0 | 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 37 f3 01 00 48 8b 44 24 50 48 85 c0 74 0f 48 83 28 01 75 | H..t.H.).u...7...H.D$PH..t.H.(.u |
| 2f6e0 | 09 48 8b c8 ff 15 1e f3 01 00 48 8b 4c 24 60 4d 8b f4 4c 89 64 24 50 48 85 c9 74 0c 48 83 29 01 | .H........H.L$`M..L.d$PH..t.H.). |
| 2f700 | 75 06 ff 15 00 f3 01 00 4c 8b cb 4c 89 64 24 60 41 b8 19 0f 00 00 48 8d 0d 3b 54 07 00 8b d7 e8 | u.......L..L.d$`A.....H..;T..... |
| 2f720 | 3c c1 fd ff 4c 8d 4c 24 60 49 8b cf 4c 8d 44 24 58 48 8d 54 24 50 e8 55 e8 fd ff 85 c0 79 0c bb | <...L.L$`I..L.D$XH.T$P.U.....y.. |
| 2f740 | 1a 0f 00 00 be c0 49 00 00 eb 2d 48 8b 05 0e f3 01 00 48 39 46 08 75 08 48 ff 06 48 8b c6 eb 09 | ......I...-H......H9F.u.H..H.... |
| 2f760 | 48 8b ce ff 15 47 f2 01 00 48 85 c0 75 2c bb 1b 0f 00 00 be cc 49 00 00 48 8b 3d d9 77 02 00 4c | H....G...H..u,.......I..H.=.w..L |
| 2f780 | 8b 4c 24 78 49 8b cf 4c 8b 45 88 48 8b 54 24 70 e8 1b ec fd ff e9 c9 0c 00 00 48 8b ce 48 89 45 | .L$xI..L.E.H.T$p..........H..H.E |
| 2f7a0 | a0 48 8b f0 48 83 29 01 75 06 ff 15 58 f2 01 00 48 8b 4c 24 50 48 85 c9 74 0c 48 83 29 01 75 06 | .H..H.).u...X...H.L$PH..t.H.).u. |
| 2f7c0 | ff 15 42 f2 01 00 48 8b 4c 24 58 4c 89 64 24 50 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 27 f2 01 | ..B...H.L$XL.d$PH..t.H.).u...'.. |
| 2f7e0 | 00 48 8b 4c 24 60 4c 89 64 24 58 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 0c f2 01 00 4c 89 64 24 | .H.L$`L.d$XH..t.H.).u.......L.d$ |
| 2f800 | 60 4c 8b 4c 24 78 49 8b cf 4c 8b 45 88 48 8b 54 24 70 e8 99 eb fd ff 4c 8b 75 80 bf 01 00 00 00 | `L.L$xI..L.E.H.T$p.....L.u...... |
| 2f820 | eb 7b 48 8b 4c 24 50 48 8b 44 24 58 48 89 41 18 48 8b ce 48 8b 74 24 50 4c 89 64 24 58 48 89 75 | .{H.L$PH.D$XH.A.H..H.t$PL.d$XH.u |
| 2f840 | a0 48 29 39 75 06 ff 15 bc f1 01 00 48 8b 4c 24 70 4c 89 64 24 50 48 85 c9 74 0b 48 29 39 75 06 | .H)9u.......H.L$pL.d$PH..t.H)9u. |
| 2f860 | ff 15 a2 f1 01 00 48 8b 4d 88 4c 89 64 24 70 48 85 c9 74 0b 48 29 39 75 06 ff 15 89 f1 01 00 48 | ......H.M.L.d$pH..t.H)9u.......H |
| 2f880 | 8b 4c 24 78 4c 89 65 88 48 85 c9 74 0b 48 29 39 75 06 ff 15 70 f1 01 00 4c 89 64 24 78 49 8b 46 | .L$xL.e.H..t.H)9u...p...L.d$xI.F |
| 2f8a0 | 08 49 8b ce 48 8b 15 3d 74 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 b6 f2 | .I..H..=t..L......M..t.A........ |
| 2f8c0 | 01 00 48 89 44 24 60 48 85 c0 75 12 bb 1e 0f 00 00 be f2 49 00 00 4d 8b f4 e9 7e 0b 00 00 41 b8 | ..H.D$`H..u........I..M...~...A. |
| 2f8e0 | 03 00 00 00 48 8b d6 48 8b c8 ff 15 80 f1 01 00 48 89 44 24 58 48 85 c0 75 12 bb 1e 0f 00 00 be | ....H..H........H.D$XH..u....... |
| 2f900 | f4 49 00 00 4d 8b f4 e9 50 0b 00 00 48 8b 4c 24 60 48 83 29 01 75 06 ff 15 eb f0 01 00 4c 8b 44 | .I..M...P...H.L$`H.).u.......L.D |
| 2f920 | 24 58 41 8b dc 4c 3b 05 e4 ef 01 00 41 8b cc 41 8b c4 4c 89 64 24 60 0f 94 c3 4c 3b 05 07 f2 01 | $XA..L;.....A..A..L.d$`...L;.... |
| 2f940 | 00 0f 94 c1 4c 3b 05 0d f1 01 00 0f 94 c0 0b c8 0b cb 75 0b 49 8b c8 ff 15 63 ef 01 00 8b d8 85 | ....L;............u.I....c...... |
| 2f960 | db 79 12 bb 1e 0f 00 00 be f6 49 00 00 4d 8b f4 e9 e7 0a 00 00 4c 8b 44 24 58 49 83 28 01 75 09 | .y........I..M.......L.D$XI.(.u. |
| 2f980 | 49 8b c8 ff 15 7f f0 01 00 4c 89 64 24 58 85 db 0f 84 21 03 00 00 b9 05 00 00 00 ff 15 97 f1 01 | I........L.d$X....!............. |
| 2f9a0 | 00 48 89 44 24 58 48 85 c0 75 12 bb 20 0f 00 00 be 01 4a 00 00 4d 8b f4 e9 9f 0a 00 00 48 8b 05 | .H.D$XH..u........J..M.......H.. |
| 2f9c0 | 5c 7a 07 00 bb 7f 00 00 00 8b fb 48 ff 00 48 8b 4c 24 58 48 8b 05 46 7a 07 00 48 89 41 18 48 8b | \z.........H..H.L$XH..Fz..H.A.H. |
| 2f9e0 | ce 48 8b 46 08 48 3b 05 04 ee 01 00 75 05 48 ff 06 eb 38 48 8b 15 36 f0 01 00 48 3b c2 75 08 ff | .H.F.H;.....u.H...8H..6...H;.u.. |
| 2fa00 | 92 88 00 00 00 eb 21 48 8b 15 3a f0 01 00 48 3b c2 75 08 ff 92 88 00 00 00 eb 0d 48 8b 15 be 83 | ......!H..:...H;.u.........H.... |
| 2fa20 | 07 00 ff 15 c8 ef 01 00 48 8b c8 48 89 4c 24 60 48 85 c9 75 12 bb 20 0f 00 00 be 09 4a 00 00 4d | ........H..H.L$`H..u........J..M |
| 2fa40 | 8b f4 e9 15 0a 00 00 8b 41 20 be ff ff 00 00 a8 40 75 1a 83 e0 1c 83 f8 04 75 07 bf ff 00 00 00 | ........A.......@u.......u...... |
| 2fa60 | eb 0b 83 f8 08 bf ff ff 10 00 0f 44 fe 4c 8b 71 10 48 8b 44 24 58 48 89 48 20 48 8b 05 8f 79 07 | ...........D.L.q.H.D$XH.H.H...y. |
| 2fa80 | 00 4c 89 64 24 60 48 ff 00 48 8b 4c 24 58 48 8b 05 7b 79 07 00 48 89 41 28 48 8b 4d 80 48 8b 15 | .L.d$`H..H.L$XH..{y..H.A(H.M.H.. |
| 2faa0 | 44 72 07 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 b9 f0 01 00 48 | Dr..H.A.L......M..t.A..........H |
| 2fac0 | 89 44 24 60 48 85 c0 75 12 bb 21 0f 00 00 be 1c 4a 00 00 4d 8b f4 e9 81 09 00 00 48 8b 48 08 48 | .D$`H..u..!.....J..M.......H.H.H |
| 2fae0 | 3b 0d 0a ed 01 00 75 0a 48 ff 00 48 8b 44 24 60 eb 3b 48 8b 15 37 ef 01 00 48 3b ca 75 0b 48 8b | ;.....u.H..H.D$`.;H..7...H;.u.H. |
| 2fb00 | c8 ff 92 88 00 00 00 eb 24 48 8b 15 38 ef 01 00 48 3b ca 48 8b c8 75 08 ff 92 88 00 00 00 eb 0d | ........$H..8...H;.H..u......... |
| 2fb20 | 48 8b 15 b9 82 07 00 ff 15 c3 ee 01 00 48 89 44 24 50 48 85 c0 75 16 48 8b 3d 1a 74 02 00 bb 21 | H............H.D$PH..u.H.=.t...! |
| 2fb40 | 0f 00 00 be 1e 4a 00 00 e9 43 09 00 00 48 8b 44 24 60 48 83 28 01 75 09 48 8b c8 ff 15 a7 ee 01 | .....J...C...H.D$`H.(.u.H....... |
| 2fb60 | 00 4c 8b 4c 24 50 4c 89 64 24 60 41 8b 41 20 44 8b c0 41 83 e0 40 74 04 8b cb eb 1c 8b d0 83 e2 | .L.L$PL.d$`A.A.D..A..@t......... |
| 2fb80 | 1c 83 fa 04 75 07 b9 ff 00 00 00 eb 0b 83 fa 08 b9 ff ff 10 00 0f 44 ce 83 e0 1c 3b cf 76 20 45 | ....u.................D....;.v.E |
| 2fba0 | 85 c0 74 04 8b fb eb 17 83 f8 04 75 07 bf ff 00 00 00 eb 0b 83 f8 08 bf ff ff 10 00 0f 44 fe 4d | ..t........u.................D.M |
| 2fbc0 | 8b 41 10 ba 05 00 00 00 48 8b 44 24 58 49 83 c0 44 4d 03 c6 4c 89 48 30 44 8b cf 48 8b 05 be 6e | .A......H.D$XI..DM..L.H0D..H...n |
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| 2fc00 | 0c d5 fd ff 48 89 44 24 50 48 85 c0 75 16 48 8b 3d 43 73 02 00 bb 20 0f 00 00 be 32 4a 00 00 e9 | ....H.D$PH..u.H.=Cs........2J... |
| 2fc20 | 6c 08 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 d3 ed 01 00 48 8b 54 24 50 48 8b 0d 9f 83 07 | l...H.L$XH.).u.......H.T$PH..... |
| 2fc40 | 00 4c 89 64 24 58 e8 75 f0 fd ff 48 89 44 24 58 48 85 c0 75 12 bb 1f 0f 00 00 be 3d 4a 00 00 4d | .L.d$X.u...H.D$XH..u.......=J..M |
| 2fc60 | 8b f4 e9 f5 07 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 90 ed 01 00 48 8b 4c 24 58 45 33 c9 | .......H.L$PH.).u.......H.L$XE3. |
| 2fc80 | 45 33 c0 4c 89 64 24 50 33 d2 e8 41 f5 fd ff 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 68 ed 01 00 | E3.L.d$P3..A...H.L$XH.).u...h... |
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| 2fcc0 | 8b ce 48 8b 15 1f 70 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 98 ee 01 00 | ..H...p..L......M..t.A.......... |
| 2fce0 | 48 89 44 24 58 48 85 c0 75 12 bb 23 0f 00 00 be 56 4a 00 00 4d 8b f4 e9 60 07 00 00 49 8b cf e8 | H.D$XH..u..#....VJ..M...`...I... |
| 2fd00 | 3c 95 fd ff 48 89 44 24 50 48 85 c0 75 16 48 8b 3d 43 72 02 00 bb 23 0f 00 00 be 58 4a 00 00 e9 | <...H.D$PH..u.H.=Cr...#....XJ... |
| 2fd20 | 6c 07 00 00 48 8b cf ff 15 0b ee 01 00 48 89 44 24 60 48 85 c0 75 12 bb 23 0f 00 00 be 5a 4a 00 | l...H........H.D$`H..u..#....ZJ. |
| 2fd40 | 00 4d 8b f4 e9 13 07 00 00 48 8b 4c 24 50 48 8b 44 24 60 48 89 48 18 48 8b 54 24 60 48 8b 4c 24 | .M.......H.L$PH.D$`H.H.H.T$`H.L$ |
| 2fd60 | 58 4c 89 64 24 50 ff 15 44 ed 01 00 48 89 44 24 50 48 85 c0 75 16 48 8b 3d db 71 02 00 bb 23 0f | XL.d$P..D...H.D$PH..u.H.=.q...#. |
| 2fd80 | 00 00 be 5f 4a 00 00 e9 04 07 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 6b ec 01 00 48 8b 4c | ..._J.......H.L$XH.).u...k...H.L |
| 2fda0 | 24 60 4c 89 64 24 58 48 83 29 01 75 06 ff 15 55 ec 01 00 4c 8b 7c 24 50 48 8b 05 89 7d 07 00 4c | $`L.d$XH.).u...U...L.|$PH...}..L |
| 2fdc0 | 89 64 24 60 4c 89 64 24 50 4c 89 7d c0 48 8b 48 18 48 39 0d f0 80 07 00 75 2b 48 8b 05 c7 84 07 | .d$`L.d$PL.}.H.H.H9.....u+H..... |
| 2fde0 | 00 48 85 c0 74 11 48 ff 00 48 8b 0d b8 84 07 00 48 89 4c 24 50 eb 30 48 8b 0d 5a 6b 07 00 e8 dd | .H..t.H..H......H.L$P.0H..Zk.... |
| 2fe00 | fb fd ff eb 1a 48 8b 0d 4c 6b 07 00 4c 8d 05 95 84 07 00 48 8d 15 ae 80 07 00 e8 d1 ea fd ff 48 | .....H..Lk..L......H...........H |
| 2fe20 | 89 44 24 50 48 8b c8 48 85 c9 75 16 48 8b 3d 25 71 02 00 bb 24 0f 00 00 be 6d 4a 00 00 e9 4e 06 | .D$PH..H..u.H.=%q...$....mJ...N. |
| 2fe40 | 00 00 48 8b 41 08 48 8b 15 5b 75 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 | ..H.A.H..[u..L......M..t.A...... |
| 2fe60 | 14 ed 01 00 48 89 44 24 60 48 85 c0 75 12 bb 24 0f 00 00 be 6f 4a 00 00 4d 8b f4 e9 dc 05 00 00 | ....H.D$`H..u..$....oJ..M....... |
| 2fe80 | 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 77 eb 01 00 48 8b cf 4c 89 64 24 50 ff 15 99 ec 01 00 48 | H.L$PH.).u...w...H..L.d$P......H |
| 2fea0 | 89 44 24 50 48 85 c0 75 16 48 8b 3d a8 70 02 00 bb 24 0f 00 00 be 72 4a 00 00 e9 d1 05 00 00 49 | .D$PH..u.H.=.p...$....rJ.......I |
| 2fec0 | ff 07 48 8b 44 24 50 4c 89 78 18 ff 15 17 e9 01 00 48 89 44 24 58 48 85 c0 75 12 bb 24 0f 00 00 | ..H.D$PL.x.......H.D$XH..u..$... |
| 2fee0 | be 77 4a 00 00 4d 8b f4 e9 6f 05 00 00 48 8b 05 54 7c 07 00 48 8b 48 18 48 39 0d c1 83 07 00 75 | .wJ..M...o...H..T|..H.H.H9.....u |
| 2ff00 | 26 48 8b 05 68 81 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 3d 59 81 07 00 eb 2b 48 8b 0d 38 6a 07 00 | &H..h...H..t.H..L.=Y....+H..8j.. |
| 2ff20 | e8 bb fa fd ff eb 1a 48 8b 0d 2a 6a 07 00 4c 8d 05 3b 81 07 00 48 8d 15 84 83 07 00 e8 af e9 fd | .......H..*j..L..;...H.......... |
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| 2ff60 | 8b cf 48 8b 15 9f 75 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 f8 eb 01 00 | ..H...u..L......M..t.A.......... |
| 2ff80 | 48 89 44 24 68 48 85 c0 75 35 bb 24 0f 00 00 be 7b 4a 00 00 4d 8b f4 48 8b 3d ba 6f 02 00 4d 85 | H.D$hH..u5.$....{J..M..H.=.o..M. |
| 2ffa0 | ff 0f 84 bc 04 00 00 49 83 2f 01 0f 85 b2 04 00 00 49 8b cf ff 15 4e ea 01 00 e9 a4 04 00 00 49 | .......I./.......I....N........I |
| 2ffc0 | 83 2f 01 75 09 49 8b cf ff 15 3a ea 01 00 4c 8b 44 24 68 48 8b 15 a6 68 07 00 48 8b 4c 24 58 ff | ./.u.I....:...L.D$hH...h..H.L$X. |
| 2ffe0 | 15 fb e7 01 00 85 c0 79 12 bb 24 0f 00 00 be 7e 4a 00 00 4d 8b f4 e9 61 04 00 00 48 8b 4c 24 68 | .......y..$....~J..M...a...H.L$h |
| 30000 | 48 83 29 01 75 06 ff 15 fc e9 01 00 4c 8b 44 24 58 48 8b 54 24 50 48 8b 4c 24 60 e8 60 f3 fd ff | H.).u.......L.D$XH.T$PH.L$`.`... |
| 30020 | 48 89 44 24 68 48 85 c0 75 12 bb 24 0f 00 00 be 80 4a 00 00 4d 8b f4 e9 20 04 00 00 48 8b 4c 24 | H.D$hH..u..$.....J..M.......H.L$ |
| 30040 | 60 48 83 29 01 75 06 ff 15 bb e9 01 00 48 8b 4c 24 50 4c 89 64 24 60 48 83 29 01 75 06 ff 15 a5 | `H.).u.......H.L$PL.d$`H.).u.... |
| 30060 | e9 01 00 48 8b 4c 24 58 4c 89 64 24 50 48 83 29 01 75 06 ff 15 8f e9 01 00 4c 8b 7c 24 68 4c 89 | ...H.L$XL.d$PH.).u.......L.|$hL. |
| 30080 | 64 24 58 4c 89 7d b0 49 ff 07 48 8b 74 24 68 48 8b 15 1a 6e 07 00 49 8b 8d c8 00 00 00 4c 89 64 | d$XL.}.I..H.t$hH...n..I......L.d |
| 300a0 | 24 68 49 8b 5e 18 48 89 75 f0 48 8b 76 10 e8 5d db 01 00 48 89 44 24 78 48 85 c0 75 12 bb 29 0f | $hI.^.H.u.H.v..]...H.D$xH..u..). |
| 300c0 | 00 00 be b8 4a 00 00 4d 8b f4 e9 8d 03 00 00 48 8b 15 52 73 07 00 49 8b 8d c8 00 00 00 e8 2e db | ....J..M.......H..Rs..I......... |
| 300e0 | 01 00 48 89 44 24 58 48 8b c8 48 85 c0 75 0a be ba 4a 00 00 e9 87 00 00 00 48 8b 05 38 e9 01 00 | ..H.D$XH..H..u...J.......H..8... |
| 30100 | 4c 89 64 24 50 48 39 41 08 75 44 48 8b 51 18 48 89 54 24 50 48 85 d2 74 36 48 8b 41 10 48 ff 02 | L.d$PH9A.uDH.Q.H.T$PH..t6H.A.H.. |
| 30120 | 48 ff 00 48 8b 4c 24 58 48 89 44 24 58 48 83 29 01 75 06 ff 15 cf e8 01 00 48 8b 54 24 50 48 8b | H..H.L$XH.D$XH.).u.......H.T$PH. |
| 30140 | 4c 24 58 48 85 d2 74 07 e8 73 eb fd ff eb 05 e8 6c ed fd ff 48 8b 4c 24 50 48 89 44 24 68 48 85 | L$XH..t..s......l...H.L$PH.D$hH. |
| 30160 | c9 74 0c 48 83 29 01 75 06 ff 15 99 e8 01 00 4c 89 64 24 50 4c 39 64 24 68 75 2f be c8 4a 00 00 | .t.H.).u.......L.d$PL9d$hu/..J.. |
| 30180 | 48 8b 3d d1 6d 02 00 48 8b 4c 24 78 48 83 29 01 75 06 ff 15 70 e8 01 00 4c 89 64 24 78 bb 29 0f | H.=.m..H.L$xH.).u...p...L.d$x.). |
| 301a0 | 00 00 4d 8b f4 e9 b9 02 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 4d e8 01 00 48 8b 4c 24 68 | ..M.......H.L$XH.).u...M...H.L$h |
| 301c0 | 4c 89 64 24 58 48 83 29 01 75 06 ff 15 37 e8 01 00 4c 89 64 24 68 ff 15 1c ea 01 00 48 89 45 c8 | L.d$XH.).u...7...L.d$h......H.E. |
| 301e0 | 48 85 db 0f 8e b6 01 00 00 4c 8b 45 98 4d 8d 75 40 48 8b 45 80 4e 8d 3c c5 00 00 00 00 4c 89 7d | H........L.E.M.u@H.E.N.<.....L.} |
| 30200 | d0 48 8d b8 30 01 00 00 0f 1f 84 00 00 00 00 00 48 8b 80 38 01 00 00 4c 89 74 24 28 4c 89 44 24 | .H..0...........H..8...L.t$(L.D$ |
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| 30240 | 30 05 00 00 48 8b 12 e8 84 34 fd ff 48 8b 45 80 49 03 f7 45 8b dc 48 ff 40 20 44 39 60 10 0f 8e | 0...H....4..H.E.I..E..H.@.D9`... |
| 30260 | 25 01 00 00 4c 8b c7 4c 8b f8 66 0f 1f 44 00 00 49 8b 00 48 ff 40 18 49 8b 10 4c 63 52 10 45 85 | %...L..L..f..D..I..H.@.I..LcR.E. |
| 30280 | d2 75 1a 48 8b 82 28 02 00 00 48 01 82 30 05 00 00 49 8b 00 48 ff 40 28 e9 d3 00 00 00 44 38 a2 | .u.H..(...H..0...I..H.@(.....D8. |
| 302a0 | 38 05 00 00 74 1b 48 8b 82 28 05 00 00 48 8b 48 38 48 63 41 20 48 01 82 30 05 00 00 e9 af 00 00 | 8...t.H..(...H.H8HcA.H..0....... |
| 302c0 | 00 41 83 fa 01 75 41 48 8b 42 30 48 3b 82 30 01 00 00 7d 16 48 ff c0 48 89 42 30 49 8b 08 48 8b | .A...uAH.B0H;.0...}.H..H.B0I..H. |
| 302e0 | 81 30 02 00 00 e9 7f 00 00 00 4c 89 62 30 49 8b 00 48 ff 40 28 49 8b 08 48 8b 81 28 02 00 00 48 | .0........L.b0I..H.@(I..H..(...H |
| 30300 | 2b 81 30 03 00 00 eb 61 4d 8b ca 45 85 d2 78 60 4a 8d 14 d5 28 00 00 00 0f 1f 84 00 00 00 00 00 | +.0....aM..E..x`J...(........... |
| 30320 | 49 8b 08 48 8b 84 11 00 01 00 00 48 39 04 11 7c 25 4c 89 24 11 41 ff ca 49 8b 08 48 8b 84 11 00 | I..H.......H9..|%L.$.A..I..H.... |
| 30340 | 03 00 00 48 83 ea 08 48 29 81 30 05 00 00 49 83 e9 01 79 cc eb 1a 49 63 c2 48 ff 44 c1 28 49 8b | ...H...H).0...I...y...Ic.H.D.(I. |
| 30360 | 08 48 8b 84 c1 28 02 00 00 48 01 81 30 05 00 00 41 ff c3 49 83 c0 08 45 3b 5f 10 0f 8c ef fe ff | .H...(...H..0...A..I...E;_...... |
| 30380 | ff 4c 8b 7d d0 48 8b 45 80 4c 8b 45 98 48 83 eb 01 0f 85 79 fe ff ff 48 8b 45 c8 4c 8b 7d b0 48 | .L.}.H.E.L.E.H.....y...H.E.L.}.H |
| 303a0 | 8b c8 ff 15 10 e6 01 00 48 8b 4c 24 78 48 85 c9 74 51 48 8b 15 67 7d 07 00 45 33 c0 e8 bf ef fd | ........H.L$xH..tQH..g}..E3..... |
| 303c0 | ff 48 8b 4c 24 78 48 89 45 90 48 83 29 01 75 06 ff 15 32 e6 01 00 48 8b 4d 90 4c 89 64 24 78 48 | .H.L$xH.E.H.).u...2...H.M.L.d$xH |
| 303e0 | 85 c9 75 0f bb 29 0f 00 00 be 2d 4b 00 00 4d 8b f4 eb 69 48 83 29 01 75 06 ff 15 09 e6 01 00 4c | ..u..)....-K..M...iH.).u.......L |
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| 30420 | 5c ef fd ff 48 8b d8 48 85 c0 75 07 be 2b 47 00 00 eb 24 45 33 c9 45 33 c0 33 d2 48 8b cb e8 8d | \...H..H..u..+G...$E3.E3.3.H.... |
| 30440 | ed fd ff 48 83 2b 01 75 09 48 8b cb ff 15 b6 e5 01 00 be 2f 47 00 00 bb eb 0e 00 00 48 8b 3d f5 | ...H.+.u.H........./G.......H.=. |
| 30460 | 6a 02 00 48 8b 44 24 50 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 8c e5 01 00 4d 85 f6 74 | j..H.D$PH..t.H.(.u.H........M..t |
| 30480 | 0f 49 83 2e 01 75 09 49 8b ce ff 15 78 e5 01 00 48 8b 44 24 60 48 85 c0 74 0f 48 83 28 01 75 09 | .I...u.I....x...H.D$`H..t.H.(.u. |
| 304a0 | 48 8b c8 ff 15 5f e5 01 00 4c 8b 44 24 58 4d 85 c0 74 0f 49 83 28 01 75 09 49 8b c8 ff 15 46 e5 | H...._...L.D$XM..t.I.(.u.I....F. |
| 304c0 | 01 00 48 8b 4c 24 68 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 30 e5 01 00 4c 8b cf 48 8d 0d 16 46 | ..H.L$hH..t.H.).u...0...L..H...F |
| 304e0 | 07 00 44 8b c3 8b d6 e8 74 b3 fd ff 4c 8b 7d b0 48 8b 45 e8 0f 28 b4 24 60 01 00 00 4c 8b b4 24 | ..D.....t...L.}.H.E..(.$`...L..$ |
| 30500 | 80 01 00 00 4c 8b ac 24 88 01 00 00 48 8b bc 24 90 01 00 00 48 8b b4 24 98 01 00 00 48 8b 9c 24 | ....L..$....H..$....H..$....H..$ |
| 30520 | a0 01 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 d0 e4 01 00 48 8b 45 f0 48 85 c0 74 | ....H..t.H.(.u.H........H.E.H..t |
| 30540 | 0f 48 83 28 01 75 09 48 8b c8 ff 15 b8 e4 01 00 48 8b 45 b8 48 85 c0 74 0f 48 83 28 01 75 09 48 | .H.(.u.H........H.E.H..t.H.(.u.H |
| 30560 | 8b c8 ff 15 a0 e4 01 00 48 8b 45 08 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 88 e4 01 00 | ........H.E.H..t.H.(.u.H........ |
| 30580 | 48 8b 45 80 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 70 e4 01 00 48 8b 45 f8 48 85 c0 74 | H.E.H..t.H.(.u.H....p...H.E.H..t |
| 305a0 | 0f 48 83 28 01 75 09 48 8b c8 ff 15 58 e4 01 00 48 8b 45 00 48 85 c0 74 0f 48 83 28 01 75 09 48 | .H.(.u.H....X...H.E.H..t.H.(.u.H |
| 305c0 | 8b c8 ff 15 40 e4 01 00 48 8b 45 10 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 28 e4 01 00 | ....@...H.E.H..t.H.(.u.H....(... |
| 305e0 | 48 8b 45 18 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 10 e4 01 00 48 8b 45 c0 48 85 c0 74 | H.E.H..t.H.(.u.H........H.E.H..t |
| 30600 | 0f 48 83 28 01 75 09 48 8b c8 ff 15 f8 e3 01 00 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 | .H.(.u.H........M..t.I./.u.I.... |
| 30620 | e4 e3 01 00 48 8b 45 a0 4c 8b bc 24 78 01 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 | ....H.E.L..$x...H..t.H.(.u.H.... |
| 30640 | c4 e3 01 00 49 8b c4 48 8b 4d 50 48 33 cc e8 7d 72 fd ff 48 81 c4 a8 01 00 00 41 5c 5d c3 cc cc | ....I..H.MPH3..}r..H......A\]... |
| 30660 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 55 56 57 41 54 41 56 41 57 48 83 ec 60 48 | ................@SUVWATAVAWH..`H |
| 30680 | 8b 05 da ad 04 00 48 33 c4 48 89 44 24 58 4c 8b 35 b3 e4 01 00 0f 57 c0 48 8b 72 10 4d 8b f8 4c | ......H3.H.D$XL.5.....W.H.r.M..L |
| 306a0 | 89 74 24 50 48 8b c6 48 8b fa 4c 8b e1 f3 0f 7f 44 24 40 4d 85 c0 0f 84 70 01 00 00 48 85 f6 74 | .t$PH..H..L.....D$@M....p...H..t |
| 306c0 | 33 48 83 e8 01 74 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 65 01 00 00 4c 8b 72 28 4c 89 74 24 50 | 3H...t"H...t.H.....e...L.r(L.t$P |
| 306e0 | 48 8b 42 20 48 89 44 24 48 48 8b 6a 18 48 89 6c 24 40 eb 05 48 8b 6c 24 40 49 8b cf ff 15 0e e4 | H.B.H.D$HH.j.H.l$@..H.l$@I...... |
| 30700 | 01 00 48 8b d8 48 8b c6 48 85 f6 74 0e 48 83 e8 01 74 30 48 83 f8 01 74 4b eb 76 48 8b 15 c6 68 | ..H..H..H..t.H...t0H...tK.vH...h |
| 30720 | 07 00 49 8b cf 4c 8b 42 18 ff 15 d9 e0 01 00 48 89 44 24 40 48 8b e8 48 85 c0 0f 84 e6 00 00 00 | ..I..L.B.......H.D$@H..H........ |
| 30740 | 48 ff cb 48 8b 15 de 63 07 00 49 8b cf 4c 8b 42 18 ff 15 b1 e0 01 00 48 89 44 24 48 48 85 c0 74 | H..H...c..I..L.B.......H.D$HH..t |
| 30760 | 7b 48 ff cb 48 85 db 0f 8e 59 01 00 00 48 8b 15 34 66 07 00 49 8b cf 4c 8b 42 18 ff 15 87 e0 01 | {H..H....Y...H..4f..I..L.B...... |
| 30780 | 00 48 85 c0 74 0b 4c 8b f0 48 89 44 24 50 48 ff cb 48 85 db 0f 8e 2c 01 00 00 48 8d 05 27 44 07 | .H..t.L..H.D$PH..H....,...H..'D. |
| 307a0 | 00 49 8b cf 48 89 44 24 28 4c 8d 4c 24 40 48 8d 15 6b ca 06 00 48 89 74 24 20 e8 f1 ec fd ff 85 | .I..H.D$(L.L$@H..k...H.t$....... |
| 307c0 | c0 79 0a ba 94 46 00 00 e9 cb 00 00 00 4c 8b 74 24 50 48 8b 6c 24 40 e9 ea 00 00 00 48 8d 0d 09 | .y...F.......L.t$PH.l$@.....H... |
| 307e0 | 11 07 00 48 c7 44 24 30 01 00 00 00 48 89 4c 24 28 4c 8d 0d 80 1d 07 00 48 8b 0d a9 e0 01 00 4c | ...H.D$0....H.L$(L......H......L |
| 30800 | 8d 05 d2 43 07 00 48 8d 15 1b 1d 07 00 48 c7 44 24 20 02 00 00 00 48 8b 09 ff 15 61 e2 01 00 ba | ...C..H......H.D$.....H....a.... |
| 30820 | 8a 46 00 00 eb 72 48 8b 77 10 eb 10 48 83 e8 02 0f 84 83 00 00 00 48 83 f8 01 74 79 33 c0 48 89 | .F...rH.w...H.........H...ty3.H. |
| 30840 | 74 24 30 48 83 fe 02 48 8d 0d 22 1d 07 00 4c 8d 0d 23 1d 07 00 0f 9d c0 4c 8d 05 59 43 07 00 48 | t$0H...H.."...L..#......L..YC..H |
| 30860 | 83 c0 02 48 8d 15 be 1c 07 00 48 83 fe 02 4c 0f 4d c9 48 8d 0d 73 10 07 00 48 89 4c 24 28 48 8b | ...H......H...L.M.H..s...H.L$(H. |
| 30880 | 0d 23 e0 01 00 48 89 44 24 20 48 8b 09 ff 15 ed e1 01 00 ba a6 46 00 00 4c 8b 0d b9 66 02 00 48 | .#...H.D$.H..........F..L...f..H |
| 308a0 | 8d 0d e2 42 07 00 41 b8 55 0e 00 00 e8 af af fd ff 33 c0 eb 24 4c 8b 72 28 48 8b 42 20 48 8b 6a | ...B..A.U........3..$L.r(H.B.H.j |
| 308c0 | 18 48 89 44 24 48 4c 8b 44 24 48 4d 8b ce 48 8b d5 49 8b cc e8 77 cf ff ff 48 8b 4c 24 58 48 33 | .H.D$HL.D$HM..H..I...w...H.L$XH3 |
| 308e0 | cc e8 ea 6f fd ff 48 83 c4 60 41 5f 41 5e 41 5c 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc | ...o..H..`A_A^A\_^][............ |
| 30900 | 40 53 55 56 57 41 54 41 55 41 56 41 57 48 81 ec 68 01 00 00 48 8b 05 45 ab 04 00 48 33 c4 48 89 | @SUVWATAUAVAWH..h...H..E...H3.H. |
| 30920 | 84 24 58 01 00 00 48 ff 02 45 33 f6 49 ff 00 45 8b fe 48 8b bc 24 d0 01 00 00 45 8b e6 48 8b 84 | .$X...H..E3.I..E..H..$....E..H.. |
| 30940 | 24 d8 01 00 00 45 8b ee 48 89 bc 24 c8 00 00 00 41 8d 76 30 48 8b bc 24 e0 01 00 00 4c 89 8c 24 | $....E..H..$....A.v0H..$....L..$ |
| 30960 | e8 00 00 00 48 8b ef 4c 89 44 24 78 48 89 54 24 70 48 ff 07 48 8b 1d 9d 65 07 00 48 89 8c 24 f0 | ....H..L.D$xH.T$pH..H...e..H..$. |
| 30980 | 00 00 00 48 89 84 24 c0 00 00 00 48 89 7c 24 60 4c 89 b4 24 90 00 00 00 4c 89 b4 24 98 00 00 00 | ...H..$....H.|$`L..$....L..$.... |
| 309a0 | 4c 89 b4 24 a0 00 00 00 4c 89 b4 24 d0 00 00 00 4c 89 b4 24 80 00 00 00 4c 89 74 24 68 4c 89 b4 | L..$....L..$....L..$....L.t$hL.. |
| 309c0 | 24 88 00 00 00 4c 89 b4 24 d8 00 00 00 4c 89 b4 24 e0 00 00 00 4c 89 b4 24 b0 00 00 00 4c 89 b4 | $....L..$....L..$....L..$....L.. |
| 309e0 | 24 b8 00 00 00 4c 89 b4 24 a8 00 00 00 4c 89 74 24 58 4c 89 74 24 50 48 3b fb 0f 84 96 05 00 00 | $....L..$....L.t$XL.t$PH;....... |
| 30a00 | 48 8b 05 e9 dd 01 00 41 8b d6 48 39 47 08 41 8b ce 0f 94 c2 48 39 43 08 0f 94 c1 85 ca 0f 84 00 | H......A..H9G.A.....H9C......... |
| 30a20 | 01 00 00 f6 47 20 80 75 11 48 8b cf ff 15 56 e0 01 00 85 c0 0f 88 64 02 00 00 f6 43 20 80 75 11 | ....G..u.H....V.......d....C..u. |
| 30a40 | 48 8b cb ff 15 3f e0 01 00 85 c0 0f 88 4d 02 00 00 4c 8b 57 10 4c 3b 53 10 0f 85 60 01 00 00 48 | H....?.......M...L.W.L;S...`...H |
| 30a60 | 8b 47 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 43 01 00 00 8b 4f 20 44 | .G.H.K.H;.t.H...t.H.....C....O.D |
| 30a80 | 8b c1 8b 53 20 8b c2 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 21 01 00 00 41 bb | ...S...A......A......D;...!...A. |
| 30aa0 | 48 00 00 00 f6 c1 20 74 0f f6 c1 40 4c 8b ce 4d 0f 44 cb 4c 03 cf eb 04 4c 8b 4f 48 f6 c2 20 74 | H......t...@L..M.D.L....L.OH...t |
| 30ac0 | 0f f6 c2 40 48 8b d6 49 0f 44 d3 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 41 0f b6 01 0f b6 | ...@H..I.D.H....H.SHA...u.A..... |
| 30ae0 | 0a eb 14 41 83 f8 02 75 09 41 0f b7 01 0f b7 0a eb 05 41 8b 01 8b 0a 3b c1 0f 85 c0 00 00 00 49 | ...A...u.A........A....;.......I |
| 30b00 | 83 fa 01 0f 84 8d 04 00 00 4d 0f af c2 49 8b c9 e8 92 d4 01 00 85 c0 41 8b fe 40 0f 95 c7 e9 8b | .........M...I.........A..@..... |
| 30b20 | 00 00 00 48 8b 35 1e e0 01 00 41 8b c6 48 3b fe 0f 94 c0 85 c1 0f 85 8b 00 00 00 48 3b de 41 8b | ...H.5....A..H;............H;.A. |
| 30b40 | c6 0f 94 c0 85 c2 75 7e 41 b8 03 00 00 00 48 8b d3 48 8b cf ff 15 16 df 01 00 48 8b d8 48 85 c0 | ......u~A.....H..H........H..H.. |
| 30b60 | 0f 84 38 01 00 00 48 3b 05 a3 dd 01 00 41 8b fe 41 8b ce 40 0f 94 c7 48 3b 05 ca df 01 00 41 8b | ..8...H;.....A..A..@...H;.....A. |
| 30b80 | c6 0f 94 c1 48 3b 1d cd de 01 00 0f 94 c0 0b c8 0b cf 75 0b 48 8b cb ff 15 23 dd 01 00 8b f8 48 | ....H;............u.H....#.....H |
| 30ba0 | 83 2b 01 75 09 48 8b cb ff 15 5a de 01 00 85 ff 0f 88 e8 00 00 00 48 8b fd 0f 84 d7 03 00 00 48 | .+.u.H....Z...........H........H |
| 30bc0 | 8b 35 82 df 01 00 48 8b 1d f3 67 07 00 48 3b fb 0f 84 c0 03 00 00 48 8b 05 13 dc 01 00 41 8b d6 | .5....H...g..H;.......H......A.. |
| 30be0 | 48 39 47 08 41 8b ce 0f 94 c2 48 39 43 08 0f 94 c1 85 ca 0f 84 21 01 00 00 f6 47 20 80 75 18 48 | H9G.A.....H9C........!....G..u.H |
| 30c00 | 8b cf ff 15 80 de 01 00 85 c0 0f 88 6e 02 00 00 48 8b 35 31 df 01 00 f6 43 20 80 75 18 48 8b cb | ............n...H.51....C..u.H.. |
| 30c20 | ff 15 62 de 01 00 85 c0 0f 88 50 02 00 00 48 8b 35 13 df 01 00 4c 8b 57 10 4c 3b 53 10 0f 85 73 | ..b.......P...H.5....L.W.L;S...s |
| 30c40 | 01 00 00 48 8b 47 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 56 01 00 00 | ...H.G.H.K.H;.t.H...t.H.....V... |
| 30c60 | 8b 4f 20 44 8b c1 8b 53 20 8b c2 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 34 01 | .O.D...S...A......A......D;...4. |
| 30c80 | 00 00 b8 48 00 00 00 f6 c1 20 74 21 f6 c1 40 41 b9 30 00 00 00 44 0f 44 c8 4c 03 cf eb 13 bb fe | ...H......t!..@A.0...D.D.L...... |
| 30ca0 | 0d 00 00 be 54 41 00 00 e9 19 41 00 00 4c 8b 4f 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f | ....TA....A..L.OH...t...@.0...H. |
| 30cc0 | 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 41 0f b6 01 0f b6 0a eb 14 41 83 f8 02 75 09 | D.H....H.SHA...u.A........A...u. |
| 30ce0 | 41 0f b7 01 0f b7 0a eb 05 41 8b 01 8b 0a 3b c1 0f 85 c0 00 00 00 49 83 fa 01 0f 84 96 02 00 00 | A........A....;.......I......... |
| 30d00 | 4d 0f af c2 49 8b c9 e8 9b d2 01 00 85 c0 41 8b fe 40 0f 95 c7 e9 8b 00 00 00 48 3b fe 41 8b c6 | M...I.........A..@........H;.A.. |
| 30d20 | 0f 94 c0 85 c1 0f 85 8b 00 00 00 48 3b de 41 8b c6 0f 94 c0 85 c2 75 7e 41 b8 03 00 00 00 48 8b | ...........H;.A.......u~A.....H. |
| 30d40 | d3 48 8b cf ff 15 26 dd 01 00 48 8b d8 48 85 c0 0f 84 28 01 00 00 48 3b 05 b3 db 01 00 41 8b fe | .H....&...H..H....(...H;.....A.. |
| 30d60 | 41 8b ce 40 0f 94 c7 48 3b 05 da dd 01 00 41 8b c6 0f 94 c1 48 3b 1d dd dc 01 00 0f 94 c0 0b c8 | A..@...H;.....A.....H;.......... |
| 30d80 | 0b cf 75 0b 48 8b cb ff 15 33 db 01 00 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 6a dc 01 00 48 8b | ..u.H....3.....H.+.u.H....j...H. |
| 30da0 | 35 a3 dd 01 00 85 ff 0f 88 d1 00 00 00 48 8b fd 0f 84 e0 01 00 00 48 8b 1d 4b 61 07 00 48 3b fb | 5............H........H..Ka..H;. |
| 30dc0 | 0f 84 d0 01 00 00 48 8b 05 23 da 01 00 41 8b d6 48 39 47 08 41 8b ce 0f 94 c2 48 39 43 08 0f 94 | ......H..#...A..H9G.A.....H9C... |
| 30de0 | c1 85 ca 0f 84 11 01 00 00 f6 47 20 80 75 11 48 8b cf ff 15 90 dc 01 00 85 c0 0f 88 80 01 00 00 | ..........G..u.H................ |
| 30e00 | f6 43 20 80 75 11 48 8b cb ff 15 79 dc 01 00 85 c0 0f 88 69 01 00 00 4c 8b 57 10 4c 3b 53 10 0f | .C..u.H....y.......i...L.W.L;S.. |
| 30e20 | 85 6a 01 00 00 48 8b 47 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 4d 01 | .j...H.G.H.K.H;.t.H...t.H.....M. |
| 30e40 | 00 00 8b 4f 20 44 8b c9 8b 53 20 8b c2 41 c1 e9 02 c1 e8 02 41 83 e1 07 83 e0 07 44 3b c8 0f 85 | ...O.D...S...A......A......D;... |
| 30e60 | 2b 01 00 00 b8 48 00 00 00 f6 c1 20 74 1f f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cf eb 13 bb fe | +....H......t...@.0....D.H...... |
| 30e80 | 0d 00 00 be 5a 41 00 00 e9 39 3f 00 00 48 8b 4f 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f | ....ZA...9?..H.OH...t...@.0...H. |
| 30ea0 | 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f9 01 75 09 0f b6 01 44 0f b6 02 eb 14 41 83 f9 02 75 09 | D.H....H.SHA...u....D.....A...u. |
| 30ec0 | 0f b7 01 44 0f b7 02 eb 05 8b 01 44 8b 02 41 3b c0 0f 85 b8 00 00 00 49 83 fa 01 0f 84 b5 00 00 | ...D.......D..A;.......I........ |
| 30ee0 | 00 45 8b c1 4d 0f af c2 e8 ba d0 01 00 85 c0 41 8b de 0f 95 c3 e9 82 00 00 00 48 3b fe 41 8b c6 | .E..M..........A..........H;.A.. |
| 30f00 | 0f 94 c0 85 c1 0f 85 84 00 00 00 48 3b de 41 8b c6 0f 94 c0 85 c2 75 77 41 b8 03 00 00 00 48 8b | ...........H;.A.......uwA.....H. |
| 30f20 | d3 48 8b cf ff 15 46 db 01 00 48 8b f8 48 85 c0 74 4e 48 3b 05 d7 d9 01 00 41 8b de 41 8b d6 41 | .H....F...H..H..tNH;.....A..A..A |
| 30f40 | 8b ce 0f 94 c3 48 3b 05 0c db 01 00 0f 94 c2 48 3b 05 f2 db 01 00 0f 94 c1 0b d1 0b d3 75 0b 48 | .....H;........H;............u.H |
| 30f60 | 8b c8 ff 15 58 d9 01 00 8b d8 48 83 2f 01 75 09 48 8b cf ff 15 8f da 01 00 48 8b fd 85 db 79 19 | ....X.....H./.u.H........H....y. |
| 30f80 | bb fe 0d 00 00 be 60 41 00 00 e9 37 3e 00 00 bb 01 00 00 00 eb 03 41 8b de 48 83 2f 01 75 09 48 | ......`A...7>.........A..H./.u.H |
| 30fa0 | 8b cf ff 15 60 da 01 00 85 db 74 69 48 8b 15 45 6a 07 00 45 33 c0 48 8b 0d 23 70 07 00 e8 be e3 | ....`.....tiH..Ej..E3.H..#p..... |
| 30fc0 | fd ff 48 8b d8 48 85 c0 75 16 48 8b 3d 87 5f 02 00 bb ff 0d 00 00 be 6e 41 00 00 e9 73 3e 00 00 | ..H..H..u.H.=._........nA...s>.. |
| 30fe0 | 45 33 c9 45 33 c0 33 d2 48 8b cb e8 e0 e1 fd ff 48 83 2b 01 75 09 48 8b cb ff 15 09 da 01 00 48 | E3.E3.3.H.......H.+.u.H........H |
| 31000 | 8b 3d 52 5f 02 00 bb ff 0d 00 00 be 72 41 00 00 e9 3e 3e 00 00 48 8b 05 2c 6b 07 00 48 8b 48 18 | .=R_........rA...>>..H..,k..H.H. |
| 31020 | 48 39 0d c9 69 07 00 75 26 48 8b 05 18 6a 07 00 48 85 c0 74 0c 48 ff 00 48 8b 1d 09 6a 07 00 eb | H9..i..u&H...j..H..t.H..H...j... |
| 31040 | 2b 48 8b 0d 10 59 07 00 e8 93 e9 fd ff eb 1a 48 8b 0d 02 59 07 00 4c 8d 05 eb 69 07 00 48 8d 15 | +H...Y.........H...Y..L...i..H.. |
| 31060 | 8c 69 07 00 e8 87 d8 fd ff 48 8b d8 48 89 5c 24 58 48 85 db 75 16 48 8b 3d db 5e 02 00 bb 03 0e | .i.......H..H.\$XH..u.H.=.^..... |
| 31080 | 00 00 be 84 41 00 00 e9 c7 3d 00 00 48 8b 43 08 48 8b cb 48 8b 15 2e 5f 07 00 4c 8b 80 90 00 00 | ....A....=..H.C.H..H..._..L..... |
| 310a0 | 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 c7 da 01 00 4c 8b f8 48 85 c0 75 19 48 8b 3d 98 5e 02 00 | .M..t.A..........L..H..u.H.=.^.. |
| 310c0 | bb 03 0e 00 00 be 86 41 00 00 49 8b ee e9 15 3d 00 00 48 83 2b 01 75 09 48 8b cb ff 15 27 d9 01 | .......A..I....=..H.+.u.H....'.. |
| 310e0 | 00 48 8b 05 50 d9 01 00 49 8b de 49 39 47 08 75 3a 49 8b 5f 18 48 85 db 74 31 49 8b 7f 10 49 8b | .H..P...I..I9G.u:I._.H..t1I...I. |
| 31100 | cf 48 ff 03 4c 8b ff 48 ff 07 48 83 29 01 75 06 ff 15 f2 d8 01 00 48 8b 74 24 70 48 8b d3 4c 8b | .H..L..H..H.).u.......H.t$pH..L. |
| 31120 | c6 48 8b cf e8 67 da fd ff eb 10 48 8b 74 24 70 49 8b cf 48 8b d6 e8 85 db fd ff 48 8b f8 48 85 | .H...g.....H.t$pI..H.......H..H. |
| 31140 | db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 b6 d8 01 00 48 85 ff 75 19 48 8b 3d fa 5d 02 00 bb 03 | .t.H.+.u.H........H..u.H.=.].... |
| 31160 | 0e 00 00 be 95 41 00 00 49 8b ee e9 90 3c 00 00 49 83 2f 01 75 09 49 8b cf ff 15 89 d8 01 00 48 | .....A..I....<..I./.u.I........H |
| 31180 | 83 2e 01 48 8b ce 48 89 7c 24 70 75 06 ff 15 75 d8 01 00 48 8b 05 ae 69 07 00 48 8b 48 18 48 39 | ...H..H.|$pu...u...H...i..H.H.H9 |
| 311a0 | 0d 83 68 07 00 75 26 48 8b 05 42 6c 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 3d 33 6c 07 00 eb 2b 48 | ..h..u&H..Bl..H..t.H..L.=3l...+H |
| 311c0 | 8b 0d 92 57 07 00 e8 15 e8 fd ff eb 1a 48 8b 0d 84 57 07 00 4c 8d 05 15 6c 07 00 48 8d 15 46 68 | ...W.........H...W..L...l..H..Fh |
| 311e0 | 07 00 e8 09 d7 fd ff 4c 8b f8 4d 85 ff 75 16 48 8b 3d 62 5d 02 00 bb 04 0e 00 00 be a2 41 00 00 | .......L..M..u.H.=b].........A.. |
| 31200 | e9 4e 3c 00 00 49 8b 47 08 49 8b cf 48 8b 15 b5 5d 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 | .N<..I.G.I..H...]..L......M..t.A |
| 31220 | ff d0 eb 06 ff 15 4e d9 01 00 48 89 44 24 58 48 8b f0 48 85 c0 75 19 48 8b 3d 1a 5d 02 00 bb 04 | ......N...H.D$XH..H..u.H.=.].... |
| 31240 | 0e 00 00 be a4 41 00 00 49 8b ee e9 b0 3b 00 00 49 83 2f 01 75 09 49 8b cf ff 15 a9 d7 01 00 48 | .....A..I....;..I./.u.I........H |
| 31260 | 8b 05 d2 d7 01 00 49 8b de 48 39 46 08 75 3f 48 8b 5e 18 48 85 db 74 36 48 8b 7e 10 48 8b ce 48 | ......I..H9F.u?H.^.H..t6H.~.H..H |
| 31280 | ff 03 48 8b f7 48 89 7c 24 58 48 ff 07 48 83 29 01 75 06 ff 15 6f d7 01 00 48 8b 6c 24 78 48 8b | ..H..H.|$XH..H.).u...o...H.l$xH. |
| 312a0 | d3 4c 8b c5 48 8b cf e8 e4 d8 fd ff eb 10 48 8b 6c 24 78 48 8b ce 48 8b d5 e8 02 da fd ff 48 8b | .L..H.........H.l$xH..H.......H. |
| 312c0 | f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 33 d7 01 00 4d 8b fe 48 85 ff 75 19 48 8b 3d | .H..t.H.+.u.H....3...M..H..u.H.= |
| 312e0 | 74 5c 02 00 bb 04 0e 00 00 be b3 41 00 00 49 8b ee e9 f1 3a 00 00 48 83 2e 01 75 09 48 8b ce ff | t\.........A..I....:..H...u.H... |
| 31300 | 15 03 d7 01 00 48 83 6d 00 01 48 8b cd 4c 89 74 24 58 48 8b f7 48 89 7c 24 78 75 06 ff 15 e6 d6 | .....H.m..H..L.t$XH..H.|$xu..... |
| 31320 | 01 00 48 8b 9c 24 e8 00 00 00 48 3b 1d 17 d8 01 00 75 2d 33 c9 ff 15 25 d4 01 00 48 85 c0 75 16 | ..H..$....H;.....u-3...%...H..u. |
| 31340 | 48 8b 3d 11 5c 02 00 bb 06 0e 00 00 be cb 41 00 00 e9 fd 3a 00 00 48 89 84 24 90 00 00 00 eb 73 | H.=.\.........A....:..H..$.....s |
| 31360 | 48 8b 43 08 0f b6 88 ab 00 00 00 83 e1 01 75 17 48 8b 15 21 62 07 00 48 8b c8 e8 d1 b8 fd ff 85 | H.C...........u.H..!b..H........ |
| 31380 | c0 41 8b ce 0f 95 c1 85 c9 74 3d b9 01 00 00 00 ff 15 ca d3 01 00 48 8b c8 48 85 c0 75 16 48 8b | .A.......t=...........H..H..u.H. |
| 313a0 | 3d b3 5b 02 00 bb 08 0e 00 00 be fd 41 00 00 e9 9f 3a 00 00 48 ff 03 48 8b 40 18 48 89 8c 24 90 | =.[.........A....:..H..H.@.H..$. |
| 313c0 | 00 00 00 48 89 18 eb 0b 48 ff 03 48 89 9c 24 90 00 00 00 48 8b 4c 24 70 48 8b 15 09 59 07 00 48 | ...H....H..H..$....H.L$pH...Y..H |
| 313e0 | 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 7e d7 01 00 48 8b e8 48 85 c0 | .A.L......M..t.A......~...H..H.. |
| 31400 | 75 16 48 8b 3d 4f 5b 02 00 bb 0c 0e 00 00 be 23 42 00 00 e9 3b 3a 00 00 48 8b cd ff 15 77 d5 01 | u.H.=O[........#B...;:..H....w.. |
| 31420 | 00 48 8b d8 48 83 f8 ff 75 0f bb 0c 0e 00 00 be 25 42 00 00 e9 8d 39 00 00 48 83 6d 00 01 75 09 | .H..H...u.......%B....9..H.m..u. |
| 31440 | 48 8b cd ff 15 bf d5 01 00 48 83 fb 01 74 69 48 8b 15 92 6b 07 00 45 33 c0 48 8b 0d 80 6b 07 00 | H........H...tiH...k..E3.H...k.. |
| 31460 | e8 1b df fd ff 48 8b d8 48 85 c0 75 16 48 8b 3d e4 5a 02 00 bb 0d 0e 00 00 be 31 42 00 00 e9 d0 | .....H..H..u.H.=.Z........1B.... |
| 31480 | 39 00 00 45 33 c9 45 33 c0 33 d2 48 8b cb e8 3d dd fd ff 48 83 2b 01 75 09 48 8b cb ff 15 66 d5 | 9..E3.E3.3.H...=...H.+.u.H....f. |
| 314a0 | 01 00 48 8b 3d af 5a 02 00 bb 0d 0e 00 00 be 35 42 00 00 e9 9b 39 00 00 48 8b 47 08 48 8b ce 48 | ..H.=.Z........5B....9..H.G.H..H |
| 314c0 | 8b 15 22 58 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 9b d6 01 00 48 8b e8 | .."X..L......M..t.A..........H.. |
| 314e0 | 48 85 c0 75 16 48 8b 3d 6c 5a 02 00 bb 0e 0e 00 00 be 47 42 00 00 e9 58 39 00 00 48 8b cd ff 15 | H..u.H.=lZ........GB...X9..H.... |
| 31500 | 94 d4 01 00 48 8b f8 48 83 f8 ff 75 0f bb 0e 0e 00 00 be 49 42 00 00 e9 aa 38 00 00 48 83 6d 00 | ....H..H...u.......IB....8..H.m. |
| 31520 | 01 75 09 48 8b cd ff 15 dc d4 01 00 48 83 ff 02 41 8b de 0f 95 c3 0f 85 be 01 00 00 48 8b 46 08 | .u.H........H...A...........H.F. |
| 31540 | 48 8b ce 48 8b 15 9e 57 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 17 d6 01 | H..H...W..L......M..t.A......... |
| 31560 | 00 48 8b e8 48 85 c0 75 16 48 8b 3d e8 59 02 00 bb 0e 0e 00 00 be 51 42 00 00 e9 d4 38 00 00 45 | .H..H..u.H.=.Y........QB....8..E |
| 31580 | 33 c9 44 89 74 24 20 45 33 c0 33 d2 48 8b cd e8 cc c6 fd ff 48 89 44 24 58 48 85 c0 75 0f bb 0e | 3.D.t$.E3.3.H.......H.D$XH..u... |
| 315a0 | 0e 00 00 be 53 42 00 00 e9 19 38 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 4b d4 01 00 48 8b 46 | ....SB....8..H.m..u.H....K...H.F |
| 315c0 | 08 48 8b ce 48 8b 15 1d 57 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 96 d5 | .H..H...W..L......M..t.A........ |
| 315e0 | 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d 67 59 02 00 bb 0e 0e 00 00 be 56 42 00 00 49 8b ee e9 e4 | ..H..H..u.H.=gY........VB..I.... |
| 31600 | 37 00 00 45 33 c9 44 89 74 24 20 45 33 c0 48 8b cd 41 8d 51 01 e8 46 c6 fd ff 4c 8b f8 48 85 c0 | 7..E3.D.t$.E3.H..A.Q..F...L..H.. |
| 31620 | 75 0f bb 0e 0e 00 00 be 58 42 00 00 e9 95 37 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 c7 d3 01 | u.......XB....7..H.m..u.H....... |
| 31640 | 00 48 8b 5c 24 58 41 b8 03 00 00 00 48 8b cb 49 8b d7 ff 15 18 d4 01 00 48 8b e8 48 85 c0 75 19 | .H.\$XA.....H..I........H..H..u. |
| 31660 | 48 8b 3d f1 58 02 00 bb 0e 0e 00 00 be 5b 42 00 00 49 8b ee e9 6e 37 00 00 48 83 2b 01 75 09 48 | H.=.X........[B..I...n7..H.+.u.H |
| 31680 | 8b cb ff 15 80 d3 01 00 49 83 2f 01 4c 89 74 24 58 75 09 49 8b cf ff 15 6c d3 01 00 48 3b 2d 6d | ........I./.L.t$Xu.I....l...H;-m |
| 316a0 | d2 01 00 41 8b de 41 8b ce 41 8b c6 0f 94 c3 4d 8b fe 48 3b 2d 9f d3 01 00 0f 94 c1 48 3b 2d 85 | ...A..A..A.....M..H;-.......H;-. |
| 316c0 | d4 01 00 0f 94 c0 0b c8 0b cb 75 0b 48 8b cd ff 15 eb d1 01 00 8b d8 85 db 79 0f bb 0e 0e 00 00 | ..........u.H............y...... |
| 316e0 | be 5e 42 00 00 e9 dc 36 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 0e d3 01 00 85 db 74 69 48 8b | .^B....6..H.m..u.H..........tiH. |
| 31700 | 15 db 61 07 00 45 33 c0 48 8b 0d d1 68 07 00 e8 6c dc fd ff 48 8b d8 48 85 c0 75 16 48 8b 3d 35 | ..a..E3.H...h...l...H..H..u.H.=5 |
| 31720 | 58 02 00 bb 0f 0e 00 00 be 6b 42 00 00 e9 21 37 00 00 45 33 c9 45 33 c0 33 d2 48 8b cb e8 8e da | X........kB...!7..E3.E3.3.H..... |
| 31740 | fd ff 48 83 2b 01 75 09 48 8b cb ff 15 b7 d2 01 00 48 8b 3d 00 58 02 00 bb 0f 0e 00 00 be 6f 42 | ..H.+.u.H........H.=.X........oB |
| 31760 | 00 00 e9 ec 36 00 00 48 8b 7c 24 70 48 8b 15 75 55 07 00 48 8b cf 48 8b 47 08 4c 8b 80 90 00 00 | ....6..H.|$pH..uU..H..H.G.L..... |
| 31780 | 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 e7 d3 01 00 48 8b e8 48 85 c0 75 16 48 8b 3d b8 57 02 00 | .M..t.A..........H..H..u.H.=.W.. |
| 317a0 | bb 10 0e 00 00 be 81 42 00 00 e9 a4 36 00 00 45 33 c9 44 89 74 24 20 45 33 c0 33 d2 48 8b cd e8 | .......B....6..E3.D.t$.E3.3.H... |
| 317c0 | 9c c4 fd ff 4c 8b f8 48 85 c0 75 14 bb 10 0e 00 00 4c 89 74 24 58 be 83 42 00 00 e9 e6 35 00 00 | ....L..H..u......L.t$X..B....5.. |
| 317e0 | 48 83 6d 00 01 75 09 48 8b cd ff 15 18 d2 01 00 48 8b 46 08 48 8b ce 48 8b 15 ea 54 07 00 4c 8b | H.m..u.H........H.F.H..H...T..L. |
| 31800 | 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 63 d3 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d | .....M..t.A......c...H..H..u.H.= |
| 31820 | 34 57 02 00 bb 10 0e 00 00 be 86 42 00 00 49 8b ee e9 ca 35 00 00 45 33 c9 44 89 74 24 20 45 33 | 4W.........B..I....5..E3.D.t$.E3 |
| 31840 | c0 33 d2 48 8b cd e8 15 c4 fd ff 48 89 44 24 58 48 8b d0 48 85 c0 75 0f bb 10 0e 00 00 be 88 42 | .3.H.......H.D$XH..H..u........B |
| 31860 | 00 00 e9 5f 35 00 00 48 83 6d 00 01 75 0e 48 8b cd ff 15 91 d1 01 00 48 8b 54 24 58 41 b8 03 00 | ..._5..H.m..u.H........H.T$XA... |
| 31880 | 00 00 49 8b cf ff 15 e5 d1 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d be 56 02 00 bb 10 0e 00 00 be | ..I........H..H..u.H.=.V........ |
| 318a0 | 8b 42 00 00 49 8b ee e9 3b 35 00 00 49 83 2f 01 75 09 49 8b cf ff 15 4d d1 01 00 48 8b 4c 24 58 | .B..I...;5..I./.u.I....M...H.L$X |
| 318c0 | 4d 8b fe 48 83 29 01 75 06 ff 15 39 d1 01 00 48 3b 2d 3a d0 01 00 41 8b de 41 8b ce 4c 89 74 24 | M..H.).u...9...H;-:...A..A..L.t$ |
| 318e0 | 58 0f 94 c3 41 8b c6 48 3b 2d 6a d1 01 00 0f 94 c1 48 3b 2d 50 d2 01 00 0f 94 c0 0b c8 0b cb 75 | X...A..H;-j......H;-P..........u |
| 31900 | 0b 48 8b cd ff 15 b6 cf 01 00 8b d8 85 db 79 0f bb 10 0e 00 00 be 8e 42 00 00 e9 a7 34 00 00 48 | .H............y........B....4..H |
| 31920 | 83 6d 00 01 75 09 48 8b cd ff 15 d9 d0 01 00 45 33 c0 85 db 74 66 48 8b 15 83 5d 07 00 48 8b 0d | .m..u.H........E3...tfH...]..H.. |
| 31940 | 9c 66 07 00 e8 37 da fd ff 48 8b d8 48 85 c0 75 16 48 8b 3d 00 56 02 00 bb 11 0e 00 00 be 99 42 | .f...7...H..H..u.H.=.V.........B |
| 31960 | 00 00 e9 ec 34 00 00 45 33 c9 45 33 c0 33 d2 48 8b cb e8 59 d8 fd ff 48 83 2b 01 75 09 48 8b cb | ....4..E3.E3.3.H...Y...H.+.u.H.. |
| 31980 | ff 15 82 d0 01 00 48 8b 3d cb 55 02 00 bb 11 0e 00 00 be 9d 42 00 00 e9 b7 34 00 00 48 8b 8c 24 | ......H.=.U.........B....4..H..$ |
| 319a0 | 90 00 00 00 48 8d 05 5d 5c 07 00 44 89 74 24 40 45 33 c9 44 89 74 24 38 33 d2 44 89 74 24 30 48 | ....H..]\..D.t$@E3.D.t$83.D.t$0H |
| 319c0 | 89 44 24 28 4c 89 74 24 20 e8 d2 cb fd ff 48 8b e8 48 85 c0 75 16 48 8b 3d 7b 55 02 00 bb 17 0e | .D$(L.t$......H..H..u.H.={U..... |
| 319e0 | 00 00 be af 42 00 00 e9 67 34 00 00 48 8b cd ff 15 1b d3 01 00 48 89 44 24 58 48 8b d0 48 85 c0 | ....B...g4..H........H.D$XH..H.. |
| 31a00 | 75 0f bb 17 0e 00 00 be b1 42 00 00 e9 b5 33 00 00 48 83 6d 00 01 75 0e 48 8b cd ff 15 e7 cf 01 | u........B....3..H.m..u.H....... |
| 31a20 | 00 48 8b 54 24 58 48 8b 47 08 48 8b cf 48 89 94 24 98 00 00 00 48 8b 15 ac 52 07 00 4c 8b 80 90 | .H.T$XH.G.H..H..$....H...R..L... |
| 31a40 | 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 25 d1 01 00 48 89 44 24 58 48 8b d8 48 85 c0 75 16 | ...M..t.A......%...H.D$XH..H..u. |
| 31a60 | 48 8b 3d f1 54 02 00 bb 18 0e 00 00 be be 42 00 00 e9 dd 33 00 00 45 33 c9 44 89 74 24 20 45 33 | H.=.T.........B....3..E3.D.t$.E3 |
| 31a80 | c0 33 d2 48 8b cb e8 d5 c1 fd ff 48 8b e8 48 85 c0 75 19 48 8b 3d be 54 02 00 bb 18 0e 00 00 be | .3.H.......H..H..u.H.=.T........ |
| 31aa0 | c0 42 00 00 49 8b ee e9 3b 33 00 00 48 83 2b 01 75 09 48 8b cb ff 15 4d cf 01 00 48 8b bc 24 98 | .B..I...;3..H.+.u.H....M...H..$. |
| 31ac0 | 00 00 00 48 8b d5 48 8b cf 4c 89 74 24 58 e8 ed c0 01 00 83 f8 ff 75 0f bb 18 0e 00 00 be c3 42 | ...H..H..L.t$X........u........B |
| 31ae0 | 00 00 e9 df 32 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 11 cf 01 00 48 8b 8c 24 f0 00 00 00 48 | ....2..H.m..u.H........H..$....H |
| 31b00 | 8b 15 e2 57 07 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 57 d0 01 | ...W..H.A.L......M..t.A......W.. |
| 31b20 | 00 4c 8b f8 48 85 c0 75 16 48 8b 3d 28 54 02 00 bb 19 0e 00 00 be cd 42 00 00 e9 14 33 00 00 48 | .L..H..u.H.=(T.........B....3..H |
| 31b40 | 8b 05 f2 ce 01 00 49 8b de 49 39 47 08 75 3a 49 8b 5f 18 48 85 db 74 31 49 8b 7f 10 49 8b cf 48 | ......I..I9G.u:I._.H..t1I...I..H |
| 31b60 | ff 03 4c 8b ff 48 ff 07 48 83 29 01 75 06 ff 15 94 ce 01 00 4c 8b 84 24 98 00 00 00 48 8b d3 48 | ..L..H..H.).u.......L..$....H..H |
| 31b80 | 8b cf e8 09 d0 fd ff eb 0b 48 8b d7 49 8b cf e8 2c d1 fd ff 48 89 44 24 58 48 8b f8 48 85 db 74 | .........H..I...,...H.D$XH..H..t |
| 31ba0 | 0f 48 83 2b 01 75 09 48 8b cb ff 15 58 ce 01 00 48 85 ff 75 19 48 8b 3d 9c 53 02 00 bb 19 0e 00 | .H.+.u.H....X...H..u.H.=.S...... |
| 31bc0 | 00 be db 42 00 00 49 8b ee e9 32 32 00 00 49 83 2f 01 75 09 49 8b cf ff 15 2b ce 01 00 48 8b 47 | ...B..I...22..I./.u.I....+...H.G |
| 31be0 | 08 48 8b cf 48 8b 15 45 58 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 76 cf | .H..H..EX..L......M..t.A......v. |
| 31c00 | 01 00 4c 8b f8 48 85 c0 75 19 48 8b 3d 47 53 02 00 bb 19 0e 00 00 be de 42 00 00 49 8b ee e9 c4 | ..L..H..u.H.=GS.........B..I.... |
| 31c20 | 31 00 00 48 83 2f 01 75 09 48 8b cf ff 15 d6 cd 01 00 48 8b 4c 24 70 48 8b 15 aa 50 07 00 48 8b | 1..H./.u.H........H.L$pH...P..H. |
| 31c40 | 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1f cf 01 00 48 89 44 24 58 48 8b | A.L......M..t.A..........H.D$XH. |
| 31c60 | d8 48 85 c0 75 19 48 8b 3d eb 52 02 00 bb 19 0e 00 00 be e1 42 00 00 49 8b ee e9 81 31 00 00 45 | .H..u.H.=.R.........B..I....1..E |
| 31c80 | 33 c9 44 89 74 24 20 45 33 c0 33 d2 48 8b cb e8 cc bf fd ff 4c 8b e0 48 85 c0 75 19 48 8b 3d b5 | 3.D.t$.E3.3.H.......L..H..u.H.=. |
| 31ca0 | 52 02 00 bb 19 0e 00 00 be e3 42 00 00 49 8b ee e9 32 31 00 00 48 83 2b 01 75 09 48 8b cb ff 15 | R.........B..I...21..H.+.u.H.... |
| 31cc0 | 44 cd 01 00 48 8b 05 6d cd 01 00 49 8b fe 4c 89 74 24 58 41 8b de 49 39 47 08 75 2f 49 8b 7f 18 | D...H..m...I..L.t$XA..I9G.u/I... |
| 31ce0 | 48 89 7c 24 58 48 85 ff 74 21 49 8b 47 10 49 8b cf 48 ff 07 4c 8b f8 48 ff 00 48 83 29 01 75 06 | H.|$XH..t!I.G.I..H..L..H..H.).u. |
| 31d00 | ff 15 02 cd 01 00 bb 01 00 00 00 49 8b 4f 08 48 3b 0d 62 cf 01 00 0f 85 8c 00 00 00 48 8b 05 9d | ...........I.O.H;.b.........H... |
| 31d20 | 5e 07 00 48 8d 94 24 00 01 00 00 48 89 84 24 00 01 00 00 44 8d 43 02 8b c3 45 33 c9 48 c1 e0 03 | ^..H..$....H..$....D.C...E3.H... |
| 31d40 | 49 8b cf 48 2b d0 48 89 bc 24 f8 00 00 00 4c 89 a4 24 08 01 00 00 e8 85 d2 fd ff 48 8b d8 48 85 | I..H+.H..$....L..$.........H..H. |
| 31d60 | c0 75 19 48 8b 3d ee 51 02 00 be f5 42 00 00 49 8b ee bb 19 0e 00 00 e9 6b 30 00 00 48 85 ff 74 | .u.H.=.Q....B..I........k0..H..t |
| 31d80 | 0f 48 83 2f 01 75 09 48 8b cf ff 15 78 cc 01 00 49 83 2c 24 01 4c 89 74 24 58 0f 85 20 01 00 00 | .H./.u.H....x...I.,$.L.t$X...... |
| 31da0 | 49 8b cc e9 12 01 00 00 48 8b 15 29 cf 01 00 48 3b ca 74 0a ff 15 6e cc 01 00 85 c0 74 73 49 8b | I.......H..)...H;.t...n.....tsI. |
| 31dc0 | 47 10 8b 48 10 83 e1 8d 81 f9 80 00 00 00 75 61 48 8b 05 e9 5d 07 00 48 8d 94 24 18 01 00 00 48 | G..H..........uaH...]..H..$....H |
| 31de0 | 89 84 24 18 01 00 00 44 8d 43 02 8b c3 49 8b cf 48 c1 e0 03 48 2b d0 48 89 bc 24 10 01 00 00 4c | ..$....D.C...I..H...H+.H..$....L |
| 31e00 | 89 a4 24 20 01 00 00 e8 84 d0 fd ff 48 8b d8 48 85 c0 0f 85 64 ff ff ff 48 8b 3d 39 51 02 00 be | ..$.........H..H....d...H.=9Q... |
| 31e20 | fe 42 00 00 49 8b ee bb 19 0e 00 00 e9 b6 2f 00 00 48 8d 4b 02 ff 15 fd cc 01 00 4c 8b e8 48 85 | .B..I........./..H.K.......L..H. |
| 31e40 | c0 75 19 48 8b 3d 0e 51 02 00 bb 19 0e 00 00 be 05 43 00 00 49 8b ee e9 8b 2f 00 00 48 85 ff 74 | .u.H.=.Q.........C..I..../..H..t |
| 31e60 | 09 48 89 78 18 4c 89 74 24 58 48 8b 05 4f 5d 07 00 45 33 c0 49 8b d5 49 8b cf 48 ff 00 4d 89 64 | .H.x.L.t$XH..O]..E3.I..I..H..M.d |
| 31e80 | dd 20 4d 8b e6 49 89 44 dd 18 e8 f1 d4 fd ff 48 8b d8 48 85 c0 75 19 48 8b 3d ba 50 02 00 bb 19 | ..M..I.D.......H..H..u.H.=.P.... |
| 31ea0 | 0e 00 00 be 10 43 00 00 49 8b ee e9 37 2f 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 48 cb 01 00 | .....C..I...7/..I.m..u.I....H... |
| 31ec0 | 49 83 2f 01 75 09 49 8b cf ff 15 39 cb 01 00 48 8b 46 08 48 8b ce 48 8b 15 8b 55 07 00 48 89 9c | I./.u.I....9...H.F.H..H...U..H.. |
| 31ee0 | 24 a0 00 00 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 7c cc 01 00 4c 8b f8 48 | $....L......M..t.A......|...L..H |
| 31f00 | 85 c0 75 1f 48 8b 3d 4d 50 02 00 bb 2a 0e 00 00 be 1f 43 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 c4 | ..u.H.=MP...*.....C..M..M..I.... |
| 31f20 | 2e 00 00 48 8b 05 1e 5c 07 00 48 8b 48 18 48 39 0d d3 5d 07 00 75 26 48 8b 05 02 5e 07 00 48 85 | ...H...\..H.H.H9..]..u&H...^..H. |
| 31f40 | c0 74 0c 48 ff 00 4c 8b 2d f3 5d 07 00 eb 2b 48 8b 0d 02 4a 07 00 e8 85 da fd ff eb 1a 48 8b 0d | .t.H..L.-.]...+H...J.........H.. |
| 31f60 | f4 49 07 00 4c 8d 05 d5 5d 07 00 48 8d 15 96 5d 07 00 e8 79 c9 fd ff 4c 8b e8 4d 85 ed 75 1c 48 | .I..L...]..H...]...y...L..M..u.H |
| 31f80 | 8b 3d d2 4f 02 00 bb 2a 0e 00 00 be 21 43 00 00 4d 8b e6 49 8b ee e9 4c 2e 00 00 49 8b 45 08 49 | .=.O...*....!C..M..I...L...I.E.I |
| 31fa0 | 8b cd 48 8b 15 57 54 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 b8 cb 01 00 | ..H..WT..L......M..t.A.......... |
| 31fc0 | 4c 8b e0 48 85 c0 75 19 48 8b 3d 89 4f 02 00 bb 2a 0e 00 00 be 23 43 00 00 49 8b ee e9 06 2e 00 | L..H..u.H.=.O...*....#C..I...... |
| 31fe0 | 00 49 83 6d 00 01 75 09 49 8b cd ff 15 17 ca 01 00 48 8b 05 40 ca 01 00 49 8b de 49 39 47 08 75 | .I.m..u.I........H..@...I..I9G.u |
| 32000 | 35 49 8b 5f 18 48 85 db 74 2c 49 8b 7f 10 49 8b cf 48 ff 03 4c 8b ff 48 ff 07 48 83 29 01 75 06 | 5I._.H..t,I...I..H..L..H..H.).u. |
| 32020 | ff 15 e2 c9 01 00 4d 8b c4 48 8b d3 48 8b cf e8 5c cb fd ff eb 0b 49 8b d4 49 8b cf e8 7f cc fd | ......M..H..H...\.....I..I...... |
| 32040 | ff 48 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 b0 c9 01 00 49 83 2c 24 01 4d 8b ee | .H..H..t.H.+.u.H........I.,$.M.. |
| 32060 | 75 09 49 8b cc ff 15 9d c9 01 00 4d 8b e6 48 85 ed 75 19 48 8b 3d de 4e 02 00 bb 2a 0e 00 00 be | u.I........M..H..u.H.=.N...*.... |
| 32080 | 33 43 00 00 49 8b ee e9 5b 2d 00 00 49 83 2f 01 75 09 49 8b cf ff 15 6d c9 01 00 48 8b ce 48 89 | 3C..I...[-..I./.u.I....m...H..H. |
| 320a0 | 6c 24 78 4d 8b fe 48 8b f5 48 83 29 01 75 06 ff 15 53 c9 01 00 48 8b 1d 04 53 07 00 48 8b 7c 24 | l$xM..H..H.).u...S...H...S..H.|$ |
| 320c0 | 60 48 3b fb 0f 84 b7 08 00 00 48 8b 35 1f c7 01 00 45 8b c6 48 39 77 08 41 8b d6 41 0f 94 c0 48 | `H;.......H.5....E..H9w.A..A...H |
| 320e0 | 39 73 08 0f 94 c2 41 85 d0 0f 84 11 01 00 00 f6 47 20 80 75 18 48 8b cf ff 15 8a c9 01 00 85 c0 | 9s....A.........G..u.H.......... |
| 32100 | 0f 88 6e 02 00 00 48 8b 35 e3 c6 01 00 f6 43 20 80 75 18 48 8b cb ff 15 6c c9 01 00 85 c0 0f 88 | ..n...H.5.....C..u.H....l....... |
| 32120 | 50 02 00 00 48 8b 35 c5 c6 01 00 4c 8b 57 10 4c 3b 53 10 0f 85 71 01 00 00 48 8b 47 18 48 8b 4b | P...H.5....L.W.L;S...q...H.G.H.K |
| 32140 | 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 54 01 00 00 8b 4f 20 44 8b c9 8b 53 20 8b | .H;.t.H...t.H.....T....O.D...S.. |
| 32160 | c2 41 c1 e9 02 c1 e8 02 41 83 e1 07 83 e0 07 44 3b c8 0f 85 32 01 00 00 b8 48 00 00 00 f6 c1 20 | .A......A......D;...2....H...... |
| 32180 | 74 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cf eb 04 48 8b 4f 48 f6 c2 20 74 11 f6 c2 40 ba 30 | t...@.0....D.H....H.OH...t...@.0 |
| 321a0 | 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f9 01 75 09 0f b6 01 44 0f b6 02 eb 14 41 | ...H.D.H....H.SHA...u....D.....A |
| 321c0 | 83 f9 02 75 09 0f b7 01 44 0f b7 02 eb 05 8b 01 44 8b 02 41 3b c0 0f 85 ce 00 00 00 49 83 fa 01 | ...u....D.......D..A;.......I... |
| 321e0 | 0f 84 98 07 00 00 45 8b c1 4d 0f af c2 e8 b5 bd 01 00 85 c0 41 8b fe 40 0f 94 c7 e9 97 00 00 00 | ......E..M..........A..@........ |
| 32200 | 48 8b 0d 41 c9 01 00 41 8b c6 48 3b f9 0f 94 c0 85 c2 0f 85 99 00 00 00 48 3b d9 41 8b c6 0f 94 | H..A...A..H;............H;.A.... |
| 32220 | c0 41 85 c0 0f 85 87 00 00 00 41 b8 02 00 00 00 48 8b d3 48 8b cf ff 15 34 c8 01 00 48 8b d8 48 | .A........A.....H..H....4...H..H |
| 32240 | 85 c0 0f 84 2c 01 00 00 48 3b 05 c1 c6 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 f5 | ....,...H;.....A..A..A..@...H;.. |
| 32260 | c7 01 00 0f 94 c2 48 3b 05 db c8 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 41 c6 01 00 8b | ......H;............u.H....A.... |
| 32280 | f8 48 83 2b 01 75 09 48 8b cb ff 15 78 c7 01 00 48 8b 35 59 c5 01 00 85 ff 0f 88 d5 00 00 00 0f | .H.+.u.H....x...H.5Y............ |
| 322a0 | 85 d9 06 00 00 48 8b 7c 24 60 48 8b 0d 97 c8 01 00 48 8b 1d 60 4c 07 00 48 3b fb 0f 84 c5 01 00 | .....H.|$`H......H..`L..H;...... |
| 322c0 | 00 48 39 77 08 45 8b c6 41 8b d6 41 0f 94 c0 48 39 73 08 0f 94 c2 44 85 c2 0f 84 1c 01 00 00 f6 | .H9w.E..A..A...H9s....D......... |
| 322e0 | 47 20 80 75 11 48 8b cf ff 15 9a c7 01 00 85 c0 0f 88 c0 01 00 00 f6 43 20 80 75 11 48 8b cb ff | G..u.H.................C..u.H... |
| 32300 | 15 83 c7 01 00 85 c0 0f 88 a9 01 00 00 4c 8b 57 10 4c 3b 53 10 0f 85 b4 01 00 00 48 8b 47 18 48 | .............L.W.L;S.......H.G.H |
| 32320 | 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 97 01 00 00 8b 4f 20 44 8b c9 8b 53 | .K.H;.t.H...t.H..........O.D...S |
| 32340 | 20 8b c2 41 c1 e9 02 c1 e8 02 41 83 e1 07 83 e0 07 44 3b c8 0f 85 75 01 00 00 b8 48 00 00 00 f6 | ...A......A......D;...u....H.... |
| 32360 | c1 20 74 29 f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cf eb 1d 48 8b 3d dd 4b 02 00 bb 2b 0e 00 00 | ..t)..@.0....D.H....H.=.K...+... |
| 32380 | be 40 43 00 00 49 8b ee e9 5a 2a 00 00 48 8b 4f 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f | .@C..I...Z*..H.OH...t...@.0...H. |
| 323a0 | 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f9 01 75 09 0f b6 01 44 0f b6 02 eb 14 41 83 f9 02 75 09 | D.H....H.SHA...u....D.....A...u. |
| 323c0 | 0f b7 01 44 0f b7 02 eb 05 8b 01 44 8b 02 41 3b c0 0f 85 f8 00 00 00 49 83 fa 01 0f 84 a5 00 00 | ...D.......D..A;.......I........ |
| 323e0 | 00 45 8b c1 4d 0f af c2 e8 ba bb 01 00 85 c0 41 8b fe 40 0f 94 c7 e9 85 00 00 00 48 3b f9 41 8b | .E..M..........A..@........H;.A. |
| 32400 | c6 0f 94 c0 85 c2 0f 85 c3 00 00 00 48 3b d9 41 8b c6 0f 94 c0 41 85 c0 0f 85 b1 00 00 00 41 b8 | ............H;.A.....A........A. |
| 32420 | 02 00 00 00 48 8b d3 48 8b cf ff 15 40 c6 01 00 48 8b d8 48 85 c0 74 7e 48 3b 05 d1 c4 01 00 41 | ....H..H....@...H..H..t~H;.....A |
| 32440 | 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 05 c6 01 00 0f 94 c2 48 3b 05 eb c6 01 00 0f 94 c1 | ..A..A..@...H;........H;........ |
| 32460 | 0b d1 0b d7 75 0b 48 8b c8 ff 15 51 c4 01 00 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 88 c5 01 00 | ....u.H....Q.....H.+.u.H........ |
| 32480 | 85 ff 78 32 74 49 b9 01 00 00 00 ff 15 cf c2 01 00 4c 8b f8 48 85 c0 0f 85 b8 01 00 00 48 8b 3d | ..x2tI...........L..H........H.= |
| 324a0 | b4 4a 02 00 bb 2f 0e 00 00 be c7 43 00 00 49 8b ee e9 31 29 00 00 48 8b 3d 9b 4a 02 00 bb 2e 0e | .J.../.....C..I...1)..H.=.J..... |
| 324c0 | 00 00 be bd 43 00 00 49 8b ee e9 18 29 00 00 b9 01 00 00 00 ff 15 86 c2 01 00 4c 8b e8 48 85 c0 | ....C..I....).............L..H.. |
| 324e0 | 75 19 48 8b 3d 6f 4a 02 00 bb 33 0e 00 00 be 32 44 00 00 49 8b ee e9 ec 28 00 00 48 8b 05 0e 45 | u.H.=oJ...3....2D..I....(..H...E |
| 32500 | 07 00 45 33 c0 49 8b d5 48 ff 00 49 8b 4d 18 48 8b 05 fa 44 07 00 48 89 01 48 8b 0d a8 4d 07 00 | ..E3.I..H..I.M.H...D..H..H...M.. |
| 32520 | e8 7b c5 fd ff 4c 8b e0 48 85 c0 75 19 48 8b 3d 24 4a 02 00 bb 33 0e 00 00 be 37 44 00 00 49 8b | .{...L..H..u.H.=$J...3....7D..I. |
| 32540 | ee e9 a1 28 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 b2 c4 01 00 48 8b 15 b3 44 07 00 49 8b cc | ...(..I.m..u.I........H...D..I.. |
| 32560 | e8 bb c4 fd ff 4c 8b e8 48 85 c0 75 19 48 8b 3d e4 49 02 00 bb 33 0e 00 00 be 3a 44 00 00 49 8b | .....L..H..u.H.=.I...3....:D..I. |
| 32580 | ee e9 61 28 00 00 4c 89 ac 24 e0 00 00 00 4c 39 30 75 09 49 8b cd ff 15 6c c4 01 00 49 83 2c 24 | ..a(..L..$....L90u.I....l...I.,$ |
| 325a0 | 01 75 09 49 8b cc ff 15 5c c4 01 00 49 ff 45 00 49 8b de 48 8b 05 7e c4 01 00 49 39 45 08 75 35 | .u.I....\...I.E.I..H..~...I9E.u5 |
| 325c0 | 49 8b 5d 18 48 85 db 74 2c 49 8b 7d 10 49 8b cd 48 ff 03 4c 8b ef 48 ff 07 48 83 29 01 75 06 ff | I.].H..t,I.}.I..H..L..H..H.).u.. |
| 325e0 | 15 23 c4 01 00 4c 8b c5 48 8b d3 48 8b cf e8 9d c5 fd ff eb 0b 48 8b d5 49 8b cd e8 c0 c6 fd ff | .#...L..H..H.........H..I....... |
| 32600 | 4c 8b e0 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 f1 c3 01 00 4d 85 e4 75 19 48 8b 3d 35 | L..H..t.H.+.u.H........M..u.H.=5 |
| 32620 | 49 02 00 bb 34 0e 00 00 be 55 44 00 00 49 8b ee e9 b2 27 00 00 49 83 6d 00 01 75 09 49 8b cd ff | I...4....UD..I....'..I.m..u.I... |
| 32640 | 15 c3 c3 01 00 4c 89 a4 24 b0 00 00 00 4d 8b ee e9 91 06 00 00 48 8b 05 54 46 07 00 45 33 c0 49 | .....L..$....M.......H..TF..E3.I |
| 32660 | 8b d7 48 ff 00 49 8b 4f 18 48 8b 05 40 46 07 00 48 89 01 48 8b 0d 4e 4c 07 00 e8 21 c4 fd ff 4c | ..H..I.O.H..@F..H..H..NL...!...L |
| 32680 | 8b e8 48 85 c0 75 19 48 8b 3d ca 48 02 00 bb 2f 0e 00 00 be cc 43 00 00 49 8b ee e9 47 27 00 00 | ..H..u.H.=.H.../.....C..I...G'.. |
| 326a0 | 49 83 2f 01 75 09 49 8b cf ff 15 59 c3 01 00 48 8b 15 fa 45 07 00 49 8b cd e8 62 c3 fd ff 4c 8b | I./.u.I....Y...H...E..I...b...L. |
| 326c0 | f8 48 85 c0 75 19 48 8b 3d 8b 48 02 00 bb 2f 0e 00 00 be cf 43 00 00 49 8b ee e9 08 27 00 00 4c | .H..u.H.=.H.../.....C..I....'..L |
| 326e0 | 89 bc 24 d8 00 00 00 4c 39 30 75 09 49 8b cf ff 15 13 c3 01 00 49 83 6d 00 01 75 09 49 8b cd ff | ..$....L90u.I........I.m..u.I... |
| 32700 | 15 03 c3 01 00 49 ff 07 49 8b de 48 8b 05 26 c3 01 00 49 39 47 08 75 35 49 8b 5f 18 48 85 db 74 | .....I..I..H..&...I9G.u5I._.H..t |
| 32720 | 2c 49 8b 7f 10 49 8b cf 48 ff 03 4c 8b ff 48 ff 07 48 83 29 01 75 06 ff 15 cb c2 01 00 4c 8b c5 | ,I...I..H..L..H..H.).u.......L.. |
| 32740 | 48 8b d3 48 8b cf e8 45 c4 fd ff eb 0b 48 8b d5 49 8b cf e8 68 c5 fd ff 4c 8b e8 48 85 db 74 0f | H..H...E.....H..I...h...L..H..t. |
| 32760 | 48 83 2b 01 75 09 48 8b cb ff 15 99 c2 01 00 4d 85 ed 75 19 48 8b 3d dd 47 02 00 bb 31 0e 00 00 | H.+.u.H........M..u.H.=.G...1... |
| 32780 | be ea 43 00 00 49 8b ee e9 5a 26 00 00 49 83 2f 01 75 09 49 8b cf ff 15 6c c2 01 00 49 8b 45 08 | ..C..I...Z&..I./.u.I....l...I.E. |
| 327a0 | 4d 8b fe 48 8b 0d b6 c2 01 00 48 3b c1 0f 84 0e 01 00 00 48 3b 05 86 c0 01 00 0f 84 01 01 00 00 | M..H......H;.......H;........... |
| 327c0 | 49 8b cd ff 15 ef c2 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d 80 47 02 00 bb 31 0e 00 00 be 08 44 | I........H..H..u.H.=.G...1.....D |
| 327e0 | 00 00 49 8b ee e9 fd 25 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 0e c2 01 00 48 8b 45 08 48 8b | ..I....%..I.m..u.I........H.E.H. |
| 32800 | cd 4d 8b ee 49 8b de 48 8b b8 e0 00 00 00 ff d7 4c 8b f8 48 85 c0 74 47 48 8b cd bb 01 00 00 00 | .M..I..H........L..H..tGH....... |
| 32820 | ff d7 4c 8b e0 48 85 c0 74 35 48 8b cd ff d7 48 8b c8 8d 53 01 e8 d6 af fd ff 85 c0 79 0f bb 31 | ..L..H..t5H....H...S........y..1 |
| 32840 | 0e 00 00 be 10 44 00 00 e9 79 25 00 00 48 29 5d 00 0f 85 12 01 00 00 48 8b cd e9 04 01 00 00 48 | .....D...y%..H)].......H.......H |
| 32860 | 83 6d 00 01 75 09 48 8b cd ff 15 99 c1 01 00 e8 ec af fd ff 85 c0 75 30 48 8b 0d 19 c2 01 00 48 | .m..u.H...............u0H......H |
| 32880 | 8d 05 39 4f 07 00 48 83 fb 01 4c 8d 0d fb ef 06 00 4c 8b c3 48 8d 15 f5 f9 06 00 4c 0f 44 c8 48 | ..9O..H...L......L..H......L.D.H |
| 328a0 | 8b 09 ff 15 d8 c1 01 00 48 8b 3d a9 46 02 00 bb 31 0e 00 00 be 18 44 00 00 49 8b ee e9 26 25 00 | ........H.=.F...1.....D..I...&%. |
| 328c0 | 00 4d 8b 45 10 49 83 f8 02 74 6c 7e 1f 48 8b 0d c4 c1 01 00 48 8d 15 dd f9 06 00 41 b8 02 00 00 | .M.E.I...tl~.H......H......A.... |
| 328e0 | 00 48 8b 09 ff 15 96 c1 01 00 eb 32 4d 85 c0 78 2d 48 8b 0d a0 c1 01 00 48 8d 05 c0 4e 07 00 49 | .H.........2M..x-H......H...N..I |
| 32900 | 83 f8 01 4c 8d 0d 82 ef 06 00 48 8d 15 7f f9 06 00 4c 0f 44 c8 48 8b 09 ff 15 62 c1 01 00 48 8b | ...L......H......L.D.H....b...H. |
| 32920 | 3d 33 46 02 00 bb 31 0e 00 00 be f3 43 00 00 49 8b ee e9 b0 24 00 00 4d 8b 65 18 48 3b c1 75 09 | =3F...1.....C..I....$..M.e.H;.u. |
| 32940 | 4d 8b fc 4d 8b 65 20 eb 09 4d 8b 3c 24 4d 8b 64 24 08 49 ff 07 49 ff 04 24 49 83 6d 00 01 75 09 | M..M.e...M.<$M.d$.I..I..$I.m..u. |
| 32960 | 49 8b cd ff 15 9f c0 01 00 4d 8b ef 4c 89 7c 24 68 4c 89 a4 24 80 00 00 00 e9 68 03 00 00 48 8b | I........M..L.|$hL..$.....h...H. |
| 32980 | f5 b9 01 00 00 00 ff 15 d4 bd 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d bd 45 02 00 bb 2c 0e 00 00 | ............H..H..u.H.=.E...,... |
| 329a0 | be 4a 43 00 00 49 8b ee e9 3a 24 00 00 48 8b 05 8c 43 07 00 45 33 c0 48 8b d5 48 ff 00 48 8b 4d | .JC..I...:$..H...C..E3.H..H..H.M |
| 329c0 | 18 48 8b 05 78 43 07 00 48 89 01 48 8b 0d f6 48 07 00 e8 c9 c0 fd ff 4c 8b f8 48 85 c0 75 0f bb | .H..xC..H..H...H.......L..H..u.. |
| 329e0 | 2c 0e 00 00 be 4f 43 00 00 e9 d8 23 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 0a c0 01 00 48 8b | ,....OC....#..H.m..u.H........H. |
| 32a00 | 15 3b 43 07 00 49 8b cf e8 13 c0 fd ff 48 8b e8 48 85 c0 75 19 48 8b 3d 3c 45 02 00 bb 2c 0e 00 | .;C..I.......H..H..u.H.=<E...,.. |
| 32a20 | 00 be 52 43 00 00 49 8b ee e9 b9 23 00 00 48 89 ac 24 d0 00 00 00 4c 39 30 75 09 48 8b cd ff 15 | ..RC..I....#..H..$....L90u.H.... |
| 32a40 | c4 bf 01 00 49 83 2f 01 75 09 49 8b cf ff 15 b5 bf 01 00 48 ff 45 00 49 8b de 48 8b 05 d7 bf 01 | ....I./.u.I........H.E.I..H..... |
| 32a60 | 00 48 39 45 08 75 35 48 8b 5d 18 48 85 db 74 2c 48 8b 7d 10 48 8b cd 48 ff 03 48 8b ef 48 ff 07 | .H9E.u5H.].H..t,H.}.H..H..H..H.. |
| 32a80 | 48 83 29 01 75 06 ff 15 7c bf 01 00 4c 8b c6 48 8b d3 48 8b cf e8 f6 c0 fd ff eb 0b 48 8b d6 48 | H.).u...|...L..H..H.........H..H |
| 32aa0 | 8b cd e8 19 c2 fd ff 4c 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 4a bf 01 00 4d 85 | .......L..H..t.H.+.u.H....J...M. |
| 32ac0 | ff 75 0f bb 2d 0e 00 00 be 6d 43 00 00 e9 f4 22 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 26 bf | .u..-....mC...."..H.m..u.H....&. |
| 32ae0 | 01 00 49 8b 47 08 48 8b 0d 73 bf 01 00 48 3b c1 0f 84 25 01 00 00 48 3b 05 43 bd 01 00 0f 84 18 | ..I.G.H..s...H;...%...H;.C...... |
| 32b00 | 01 00 00 49 8b cf ff 15 ac bf 01 00 48 89 44 24 58 48 8b f0 48 85 c0 75 19 48 8b 3d 38 44 02 00 | ...I........H.D$XH..H..u.H.=8D.. |
| 32b20 | bb 2d 0e 00 00 be 90 43 00 00 49 8b ee e9 ce 22 00 00 49 83 2f 01 75 09 49 8b cf ff 15 c7 be 01 | .-.....C..I...."..I./.u.I....... |
| 32b40 | 00 48 8b 46 08 48 8b ce 4d 8b fe 49 8b de 48 8b b8 e0 00 00 00 ff d7 48 8b e8 48 85 c0 74 60 48 | .H.F.H..M..I..H........H..H..t`H |
| 32b60 | 8b ce bb 01 00 00 00 ff d7 4c 8b e0 48 85 c0 74 4e 48 8b ce bb 02 00 00 00 ff d7 4c 8b e8 48 85 | .........L..H..tNH.........L..H. |
| 32b80 | c0 74 3c 48 8b ce ff d7 48 8b c8 8d 53 01 e8 7d ac fd ff 85 c0 79 0f bb 2d 0e 00 00 be 9a 43 00 | .t<H....H...S..}.....y..-.....C. |
| 32ba0 | 00 e9 20 22 00 00 48 83 2e 01 75 09 48 8b ce ff 15 53 be 01 00 4c 89 74 24 58 e9 0f 01 00 00 48 | ..."..H...u.H....S...L.t$X.....H |
| 32bc0 | 83 2e 01 75 09 48 8b ce ff 15 3a be 01 00 4c 89 74 24 58 e8 88 ac fd ff 85 c0 75 30 48 8b 0d b5 | ...u.H....:...L.t$X.......u0H... |
| 32be0 | be 01 00 48 8d 05 d5 4b 07 00 48 83 fb 01 4c 8d 0d 97 ec 06 00 4c 8b c3 48 8d 15 91 f6 06 00 4c | ...H...K..H...L......L..H......L |
| 32c00 | 0f 44 c8 48 8b 09 ff 15 74 be 01 00 bb 2d 0e 00 00 be a2 43 00 00 e9 ab 21 00 00 4d 8b 47 10 49 | .D.H....t....-.....C....!..M.G.I |
| 32c20 | 83 f8 03 74 6c 7e 1f 48 8b 0d 6a be 01 00 48 8d 15 83 f6 06 00 41 b8 03 00 00 00 48 8b 09 ff 15 | ...tl~.H..j...H......A.....H.... |
| 32c40 | 3c be 01 00 eb 32 4d 85 c0 78 2d 48 8b 0d 46 be 01 00 48 8d 05 66 4b 07 00 49 83 f8 01 4c 8d 0d | <....2M..x-H..F...H..fK..I...L.. |
| 32c60 | 28 ec 06 00 48 8d 15 25 f6 06 00 4c 0f 44 c8 48 8b 09 ff 15 08 be 01 00 48 8b 3d d9 42 02 00 bb | (...H..%...L.D.H........H.=.B... |
| 32c80 | 2d 0e 00 00 be 76 43 00 00 49 8b ee e9 56 21 00 00 4d 8b 6f 18 48 3b c1 75 0d 4d 8b 67 20 49 8b | -....vC..I...V!..M.o.H;.u.M.g.I. |
| 32ca0 | ed 4d 8b 6f 28 eb 0c 49 8b 6d 00 4d 8b 65 08 4d 8b 6d 10 48 ff 45 00 49 ff 04 24 49 ff 45 00 49 | .M.o(..I.m.M.e.M.m.H.E.I..$I.E.I |
| 32cc0 | 83 2f 01 75 09 49 8b cf ff 15 3a bd 01 00 4c 89 ac 24 88 00 00 00 4d 8b ec 48 89 ac 24 80 00 00 | ./.u.I....:...L..$....M..H..$... |
| 32ce0 | 00 4c 89 64 24 68 48 8b 1d 23 44 07 00 48 8b ac 24 c8 00 00 00 48 3b eb 0f 84 d6 03 00 00 48 8b | .L.d$hH..#D..H..$....H;.......H. |
| 32d00 | 05 eb ba 01 00 45 8b c6 48 39 45 08 41 8b d6 41 0f 94 c0 48 39 43 08 0f 94 c2 41 85 d0 0f 84 00 | .....E..H9E.A..A...H9C....A..... |
| 32d20 | 01 00 00 f6 45 20 80 75 11 48 8b cd ff 15 56 bd 01 00 85 c0 0f 88 52 02 00 00 f6 43 20 80 75 11 | ....E..u.H....V.......R....C..u. |
| 32d40 | 48 8b cb ff 15 3f bd 01 00 85 c0 0f 88 3b 02 00 00 4c 8b 55 10 4c 3b 53 10 0f 85 5e 01 00 00 48 | H....?.......;...L.U.L;S...^...H |
| 32d60 | 8b 45 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 41 01 00 00 8b 4d 20 44 | .E.H.K.H;.t.H...t.H.....A....M.D |
| 32d80 | 8b c1 8b 53 20 8b c2 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 1f 01 00 00 b8 48 | ...S...A......A......D;........H |
| 32da0 | 00 00 00 f6 c1 20 74 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cd eb 04 48 8b 4d 48 f6 c2 20 74 | ......t...@.0....D.H....H.MH...t |
| 32dc0 | 11 f6 c2 40 ba 30 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 0f b6 01 44 | ...@.0...H.D.H....H.SHA...u....D |
| 32de0 | 0f b6 0a eb 14 41 83 f8 02 75 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a 41 3b c1 0f 85 bb 00 | .....A...u....D.......D..A;..... |
| 32e00 | 00 00 49 83 fa 01 0f 84 c8 02 00 00 4d 0f af c2 e8 92 b1 01 00 85 c0 41 8b fe 40 0f 95 c7 e9 8c | ..I.........M..........A..@..... |
| 32e20 | 00 00 00 48 8b 0d 1e bd 01 00 41 8b c6 48 3b e9 0f 94 c0 85 c2 0f 85 82 00 00 00 48 3b d9 41 8b | ...H......A..H;............H;.A. |
| 32e40 | c6 0f 94 c0 41 85 c0 75 74 41 b8 03 00 00 00 48 8b d3 48 8b cd ff 15 15 bc 01 00 48 8b d8 48 85 | ....A..utA.....H..H........H..H. |
| 32e60 | c0 0f 84 25 01 00 00 48 3b 05 a2 ba 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 d6 bb | ...%...H;.....A..A..A..@...H;... |
| 32e80 | 01 00 0f 94 c2 48 3b 05 bc bc 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 22 ba 01 00 8b f8 | .....H;............u.H...."..... |
| 32ea0 | 48 83 2b 01 75 09 48 8b cb ff 15 59 bb 01 00 85 ff 0f 88 d5 00 00 00 0f 84 17 02 00 00 48 8b 1d | H.+.u.H....Y.................H.. |
| 32ec0 | 44 40 07 00 48 8b 74 24 60 48 3b f3 0f 84 07 02 00 00 48 8b 05 17 b9 01 00 45 8b c6 48 39 46 08 | D@..H.t$`H;.......H......E..H9F. |
| 32ee0 | 41 8b d6 41 0f 94 c0 48 39 43 08 0f 94 c2 41 85 d0 0f 84 21 01 00 00 f6 46 20 80 75 11 48 8b ce | A..A...H9C....A....!....F..u.H.. |
| 32f00 | ff 15 82 bb 01 00 85 c0 0f 88 9d 01 00 00 f6 43 20 80 75 11 48 8b cb ff 15 6b bb 01 00 85 c0 0f | ...............C..u.H....k...... |
| 32f20 | 88 86 01 00 00 4c 8b 56 10 4c 3b 53 10 0f 85 9a 01 00 00 48 8b 46 18 48 8b 4b 18 48 3b c1 74 10 | .....L.V.L;S.......H.F.H.K.H;.t. |
| 32f40 | 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 7d 01 00 00 8b 4e 20 44 8b c1 8b 53 20 8b c2 41 c1 e8 02 c1 | H...t.H.....}....N.D...S...A.... |
| 32f60 | e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 5b 01 00 00 b8 48 00 00 00 f6 c1 20 74 32 f6 c1 40 b9 | ..A......D;...[....H......t2..@. |
| 32f80 | 30 00 00 00 0f 44 c8 48 03 ce eb 26 48 8b 3d c5 3f 02 00 bb 38 0e 00 00 be 64 44 00 00 4d 8b fe | 0....D.H...&H.=.?...8....dD..M.. |
| 32fa0 | 4d 8b e6 4d 8b ee 49 8b ee e9 39 1e 00 00 48 8b 4e 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 | M..M..I...9...H.NH...t...@.0...H |
| 32fc0 | 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 0f b6 01 44 0f b6 0a eb 14 41 83 f8 02 75 | .D.H....H.SHA...u....D.....A...u |
| 32fe0 | 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a 41 3b c1 0f 85 d5 00 00 00 49 83 fa 01 0f 84 d7 00 | ....D.......D..A;.......I....... |
| 33000 | 00 00 4d 0f af c2 e8 9c af 01 00 85 c0 41 8b de 0f 95 c3 e9 8f 00 00 00 48 8b 0d 29 bb 01 00 41 | ..M..........A..........H..)...A |
| 33020 | 8b c6 48 3b f1 0f 94 c0 85 c2 0f 85 9d 00 00 00 48 3b d9 41 8b c6 0f 94 c0 41 85 c0 0f 85 8b 00 | ..H;............H;.A.....A...... |
| 33040 | 00 00 48 8b 15 bf 3e 07 00 41 b8 03 00 00 00 48 8b ce ff 15 18 ba 01 00 48 8b f8 48 85 c0 74 4b | ..H...>..A.....H........H..H..tK |
| 33060 | 48 3b 05 a9 b8 01 00 41 8b de 41 8b d6 41 8b ce 0f 94 c3 48 3b 05 ce ba 01 00 0f 94 c2 48 3b 05 | H;.....A..A..A.....H;........H;. |
| 33080 | d4 b9 01 00 0f 94 c1 0b d1 0b d3 75 0b 48 8b c8 ff 15 2a b8 01 00 8b d8 48 83 2f 01 75 09 48 8b | ...........u.H....*.....H./.u.H. |
| 330a0 | cf ff 15 61 b9 01 00 85 db 79 31 48 8b 3d a6 3e 02 00 bb 38 0e 00 00 be 6a 44 00 00 4d 8b fe 4d | ...a.....y1H.=.>...8....jD..M..M |
| 330c0 | 8b e6 4d 8b ee 49 8b ee e9 1a 1d 00 00 bb 01 00 00 00 eb 08 48 8b 74 24 60 41 8b de 4d 8b fe 85 | ..M..I..............H.t$`A..M... |
| 330e0 | db 0f 84 7d 12 00 00 48 8b 1d 2a 43 07 00 48 3b eb 0f 84 3d 04 00 00 48 8b 05 f2 b6 01 00 45 8b | ...}...H..*C..H;...=...H......E. |
| 33100 | c6 48 39 45 08 41 8b d6 41 0f 94 c0 48 39 43 08 0f 94 c2 41 85 d0 0f 84 00 01 00 00 f6 45 20 80 | .H9E.A..A...H9C....A.........E.. |
| 33120 | 75 11 48 8b cd ff 15 5d b9 01 00 85 c0 0f 88 4d 02 00 00 f6 43 20 80 75 11 48 8b cb ff 15 46 b9 | u.H....].......M....C..u.H....F. |
| 33140 | 01 00 85 c0 0f 88 36 02 00 00 4c 8b 55 10 4c 3b 53 10 0f 85 5e 01 00 00 48 8b 45 18 48 8b 4b 18 | ......6...L.U.L;S...^...H.E.H.K. |
| 33160 | 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 41 01 00 00 8b 4d 20 44 8b c1 8b 53 20 8b c2 | H;.t.H...t.H.....A....M.D...S... |
| 33180 | 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 1f 01 00 00 b8 48 00 00 00 f6 c1 20 74 | A......A......D;........H......t |
| 331a0 | 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cd eb 04 48 8b 4d 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 | ...@.0....D.H....H.MH...t...@.0. |
| 331c0 | 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 0f b6 01 44 0f b6 0a eb 14 41 83 | ..H.D.H....H.SHA...u....D.....A. |
| 331e0 | f8 02 75 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a 41 3b c1 0f 85 bb 00 00 00 49 83 fa 01 0f | ..u....D.......D..A;.......I.... |
| 33200 | 84 2f 03 00 00 4d 0f af c2 e8 99 ad 01 00 85 c0 41 8b fe 40 0f 95 c7 e9 8c 00 00 00 48 8b 0d 25 | ./...M..........A..@........H..% |
| 33220 | b9 01 00 41 8b c6 48 3b e9 0f 94 c0 85 c2 0f 85 82 00 00 00 48 3b d9 41 8b c6 0f 94 c0 41 85 c0 | ...A..H;............H;.A.....A.. |
| 33240 | 75 74 41 b8 03 00 00 00 48 8b d3 48 8b cd ff 15 1c b8 01 00 48 8b d8 48 85 c0 0f 84 20 01 00 00 | utA.....H..H........H..H........ |
| 33260 | 48 3b 05 a9 b6 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 cd b8 01 00 0f 94 c2 48 3b | H;.....A..A..A..@...H;........H; |
| 33280 | 05 d3 b7 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 29 b6 01 00 8b f8 48 83 2b 01 75 09 48 | ............u.H....).....H.+.u.H |
| 332a0 | 8b cb ff 15 60 b7 01 00 85 ff 0f 88 d0 00 00 00 0f 84 7e 02 00 00 48 8b 1d eb 35 07 00 48 3b eb | ....`.............~...H...5..H;. |
| 332c0 | 0f 84 6e 02 00 00 48 8b 05 23 b5 01 00 45 8b c6 48 39 45 08 41 8b d6 41 0f 94 c0 48 39 43 08 0f | ..n...H..#...E..H9E.A..A...H9C.. |
| 332e0 | 94 c2 41 85 d0 0f 84 1f 01 00 00 f6 45 20 80 75 11 48 8b cd ff 15 8e b7 01 00 85 c0 0f 88 d4 01 | ..A.........E..u.H.............. |
| 33300 | 00 00 f6 43 20 80 75 11 48 8b cb ff 15 77 b7 01 00 85 c0 0f 88 bd 01 00 00 4c 8b 55 10 4c 3b 53 | ...C..u.H....w...........L.U.L;S |
| 33320 | 10 0f 85 75 01 00 00 48 8b 45 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 | ...u...H.E.H.K.H;.t.H...t.H..... |
| 33340 | 58 01 00 00 8b 4d 20 44 8b c1 8b 53 20 8b c2 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 | X....M.D...S...A......A......D;. |
| 33360 | 0f 85 36 01 00 00 b8 48 00 00 00 f6 c1 20 74 2f f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cd eb 23 | ..6....H......t/..@.0....D.H...# |
| 33380 | 48 8b 3d d1 3b 02 00 bb 39 0e 00 00 be 76 44 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 48 1a 00 00 48 | H.=.;...9....vD..M..M..I...H...H |
| 333a0 | 8b 4d 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 | .MH...t...@.0...H.D.H....H.SHA.. |
| 333c0 | 01 75 09 0f b6 01 44 0f b6 0a eb 14 41 83 f8 02 75 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a | .u....D.....A...u....D.......D.. |
| 333e0 | 41 3b c1 0f 85 b3 00 00 00 49 83 fa 01 0f 84 41 01 00 00 4d 0f af c2 e8 ab ab 01 00 85 c0 41 8b | A;.......I.....A...M..........A. |
| 33400 | fe 40 0f 95 c7 e9 88 00 00 00 48 8b 0d 37 b7 01 00 41 8b c6 48 3b e9 0f 94 c0 85 c2 75 7e 48 3b | .@........H..7...A..H;......u~H; |
| 33420 | d9 41 8b c6 0f 94 c0 41 85 c0 75 70 41 b8 03 00 00 00 48 8b d3 48 8b cd ff 15 32 b6 01 00 48 8b | .A.....A..upA.....H..H....2...H. |
| 33440 | d8 48 85 c0 0f 84 8c 00 00 00 48 3b 05 bf b4 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b | .H........H;.....A..A..A..@...H; |
| 33460 | 05 f3 b5 01 00 0f 94 c2 48 3b 05 d9 b6 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 3f b4 01 | ........H;............u.H....?.. |
| 33480 | 00 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 76 b5 01 00 85 ff 78 40 0f 84 98 00 00 00 48 8b 15 c5 | ...H.+.u.H....v.....x@......H... |
| 334a0 | 44 07 00 45 33 c0 48 8b 0d 33 4b 07 00 e8 ce be fd ff 4c 8b e0 48 85 c0 75 3b 48 8b 3d 97 3a 02 | D..E3.H..3K.......L..H..u;H.=.:. |
| 334c0 | 00 bb 3a 0e 00 00 be 88 44 00 00 4d 8b ee 49 8b ee e9 11 19 00 00 48 8b 3d 7b 3a 02 00 bb 39 0e | ..:.....D..M..I.......H.={:...9. |
| 334e0 | 00 00 be 7c 44 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 f2 18 00 00 45 33 c9 45 33 c0 33 d2 49 8b cc | ...|D..M..M..I.......E3.E3.3.I.. |
| 33500 | e8 cb bc fd ff 49 83 2c 24 01 75 09 49 8b cc ff 15 f3 b4 01 00 48 8b 3d 3c 3a 02 00 4d 8b e6 bb | .....I.,$.u.I........H.=<:..M... |
| 33520 | 3a 0e 00 00 be 8c 44 00 00 4d 8b ee 49 8b ee e9 b3 18 00 00 48 8b 1d 85 3e 07 00 48 3b f3 0f 84 | :.....D..M..I.......H...>..H;... |
| 33540 | bb 01 00 00 48 8b 05 a5 b2 01 00 45 8b c6 48 39 46 08 41 8b d6 41 0f 94 c0 48 39 43 08 0f 94 c2 | ....H......E..H9F.A..A...H9C.... |
| 33560 | 41 85 d0 0f 84 00 01 00 00 f6 46 20 80 75 11 48 8b ce ff 15 10 b5 01 00 85 c0 0f 88 b6 01 00 00 | A.........F..u.H................ |
| 33580 | f6 43 20 80 75 11 48 8b cb ff 15 f9 b4 01 00 85 c0 0f 88 9f 01 00 00 4c 8b 56 10 4c 3b 53 10 0f | .C..u.H................L.V.L;S.. |
| 335a0 | 85 b0 01 00 00 48 8b 46 18 48 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 93 01 | .....H.F.H.K.H;.t.H...t.H....... |
| 335c0 | 00 00 8b 4e 20 44 8b c1 8b 53 20 8b c2 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 | ...N.D...S...A......A......D;... |
| 335e0 | 71 01 00 00 b8 48 00 00 00 f6 c1 20 74 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 ce eb 04 48 8b | q....H......t...@.0....D.H....H. |
| 33600 | 4e 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 | NH...t...@.0...H.D.H....H.SHA... |
| 33620 | 75 09 0f b6 01 44 0f b6 0a eb 14 41 83 f8 02 75 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a 41 | u....D.....A...u....D.......D..A |
| 33640 | 3b c1 0f 85 0d 01 00 00 49 83 fa 01 0f 84 ad 00 00 00 4d 0f af c2 e8 4c a9 01 00 85 c0 41 8b fe | ;.......I.........M....L.....A.. |
| 33660 | 40 0f 94 c7 e9 90 00 00 00 48 8b 0d d8 b4 01 00 41 8b c6 48 3b f1 0f 94 c0 85 c2 0f 85 d4 00 00 | @........H......A..H;........... |
| 33680 | 00 48 3b d9 41 8b c6 0f 94 c0 41 85 c0 0f 85 c2 00 00 00 41 b8 02 00 00 00 48 8b d3 48 8b ce ff | .H;.A.....A........A.....H..H... |
| 336a0 | 15 cb b3 01 00 48 8b d8 48 85 c0 0f 84 85 00 00 00 48 3b 05 58 b2 01 00 41 8b fe 41 8b d6 41 8b | .....H..H........H;.X...A..A..A. |
| 336c0 | ce 40 0f 94 c7 48 3b 05 8c b3 01 00 0f 94 c2 48 3b 05 72 b4 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 | .@...H;........H;.r..........u.H |
| 336e0 | 8b c8 ff 15 d8 b1 01 00 8b f8 48 83 2b 01 75 09 48 8b cb ff 15 0f b3 01 00 85 ff 78 39 74 56 48 | ..........H.+.u.H..........x9tVH |
| 33700 | 8b 05 42 44 07 00 48 8b 48 18 48 39 0d 67 46 07 00 0f 85 fc 02 00 00 48 8b 05 da 4a 07 00 48 85 | ..BD..H.H.H9.gF........H...J..H. |
| 33720 | c0 0f 84 de 02 00 00 48 ff 00 4c 8b 25 c7 4a 07 00 e9 fa 02 00 00 48 8b 3d 1b 38 02 00 bb 3c 0e | .......H..L.%.J.......H.=.8...<. |
| 33740 | 00 00 be 9e 44 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 92 16 00 00 48 8b 05 ec 43 07 00 48 8b 48 18 | ....D..M..M..I.......H...C..H.H. |
| 33760 | 48 39 0d 19 4c 07 00 75 26 48 8b 05 00 40 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 25 f1 3f 07 00 eb | H9..L..u&H...@..H..t.H..L.%.?... |
| 33780 | 2b 48 8b 0d d0 31 07 00 e8 53 c2 fd ff eb 1a 48 8b 0d c2 31 07 00 4c 8d 05 d3 3f 07 00 48 8d 15 | +H...1...S.....H...1..L...?..H.. |
| 337a0 | dc 4b 07 00 e8 47 b1 fd ff 4c 8b e0 4d 85 e4 75 1c 48 8b 3d a0 37 02 00 bb 3f 0e 00 00 be 0f 45 | .K...G...L..M..u.H.=.7...?.....E |
| 337c0 | 00 00 4d 8b ee 49 8b ee e9 1a 16 00 00 49 8b 44 24 08 49 8b cc 48 8b 15 94 35 07 00 4c 8b 80 90 | ..M..I.......I.D$.I..H...5..L... |
| 337e0 | 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 85 b3 01 00 48 8b e8 48 85 c0 75 1c 48 8b 3d 56 37 | ...M..t.A..........H..H..u.H.=V7 |
| 33800 | 02 00 bb 3f 0e 00 00 be 11 45 00 00 4d 8b ee 49 8b ee e9 d0 15 00 00 49 83 2c 24 01 75 09 49 8b | ...?.....E..M..I.......I.,$.u.I. |
| 33820 | cc ff 15 e1 b1 01 00 4d 8b e6 4d 85 ed 75 30 48 8b 0d 7a b3 01 00 4c 8d 05 17 e5 06 00 48 8d 15 | .......M..M..u0H..z...L......H.. |
| 33840 | 34 e9 06 00 48 8b 09 ff 15 33 b2 01 00 bb 3f 0e 00 00 be 14 45 00 00 4d 8b ee e9 67 15 00 00 48 | 4...H....3....?.....E..M...g...H |
| 33860 | 8b 8c 24 c0 00 00 00 ff 15 cb af 01 00 4c 8b e0 48 85 c0 75 12 bb 3f 0e 00 00 be 15 45 00 00 4d | ..$..........L..H..u..?.....E..M |
| 33880 | 8b ee e9 3f 15 00 00 45 33 c0 49 8b d4 49 8b cd ff 15 da b1 01 00 4c 8b e8 48 85 c0 75 0f bb 3f | ...?...E3.I..I........L..H..u..? |
| 338a0 | 0e 00 00 be 17 45 00 00 e9 19 15 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 4b b1 01 00 48 8b 05 | .....E.......I.,$.u.I....K...H.. |
| 338c0 | 74 b1 01 00 49 8b de 48 39 45 08 75 35 48 8b 5d 18 48 85 db 74 2c 48 8b 7d 10 48 8b cd 48 ff 03 | t...I..H9E.u5H.].H..t,H.}.H..H.. |
| 338e0 | 48 8b ef 48 ff 07 48 83 29 01 75 06 ff 15 16 b1 01 00 4d 8b c5 48 8b d3 48 8b cf e8 90 b2 fd ff | H..H..H.).u.......M..H..H....... |
| 33900 | eb 0b 49 8b d5 48 8b cd e8 b3 b3 fd ff 48 89 44 24 50 48 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 | ..I..H.......H.D$PH..H..t.H.+.u. |
| 33920 | 48 8b cb ff 15 df b0 01 00 49 83 6d 00 01 4d 8b e6 75 09 49 8b cd ff 15 cc b0 01 00 4d 8b ee 48 | H........I.m..M..u.I........M..H |
| 33940 | 85 ff 75 0f bb 3f 0e 00 00 be 26 45 00 00 e9 73 14 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 a5 | ..u..?....&E...s...H.m..u.H..... |
| 33960 | b0 01 00 48 8b 6c 24 50 41 8b de 48 3b 2d 9e af 01 00 41 8b ce 41 8b c6 0f 94 c3 48 3b 2d d6 b0 | ...H.l$PA..H;-....A..A.....H;-.. |
| 33980 | 01 00 0f 94 c1 48 3b 2d bc b1 01 00 0f 94 c0 0b c8 0b cb 75 0b 48 8b cd ff 15 22 af 01 00 8b d8 | .....H;-...........u.H...."..... |
| 339a0 | 85 db 79 16 48 8b 3d ad 35 02 00 bb 3f 0e 00 00 be 29 45 00 00 e9 2d 14 00 00 48 83 6d 00 01 75 | ..y.H.=.5...?....)E...-...H.m..u |
| 339c0 | 09 48 8b cd ff 15 3e b0 01 00 41 8b ce 85 db 0f 94 c1 e8 89 4d fd ff 48 85 c0 75 19 48 8b 3d 75 | .H....>...A.........M..H..u.H.=u |
| 339e0 | 35 02 00 bb 3f 0e 00 00 be 2b 45 00 00 48 8b e8 e9 f2 13 00 00 4c 8b c0 48 89 84 24 b8 00 00 00 | 5...?....+E..H.......L..H..$.... |
| 33a00 | e9 5c 05 00 00 48 8b 0d 4c 2f 07 00 e8 cf bf fd ff eb 1a 48 8b 0d 3e 2f 07 00 4c 8d 05 d7 47 07 | .\...H..L/.........H..>/..L...G. |
| 33a20 | 00 48 8d 15 50 43 07 00 e8 c3 ae fd ff 4c 8b e0 4d 85 e4 75 1c 48 8b 3d 1c 35 02 00 bb 3d 0e 00 | .H..PC.......L..M..u.H.=.5...=.. |
| 33a40 | 00 be a8 44 00 00 4d 8b ee 49 8b ee e9 96 13 00 00 49 8b 44 24 08 49 8b cc 48 8b 15 f0 3a 07 00 | ...D..M..I.......I.D$.I..H...:.. |
| 33a60 | 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 01 b1 01 00 4c 8b e8 48 85 c0 75 19 48 | L......M..t.A..........L..H..u.H |
| 33a80 | 8b 3d d2 34 02 00 bb 3d 0e 00 00 be aa 44 00 00 49 8b ee e9 4f 13 00 00 49 83 2c 24 01 75 09 49 | .=.4...=.....D..I...O...I.,$.u.I |
| 33aa0 | 8b cc ff 15 60 af 01 00 48 8b 05 99 40 07 00 4d 8b e6 48 8b 48 18 48 39 0d 83 43 07 00 75 26 48 | ....`...H...@..M..H.H.H9..C..u&H |
| 33ac0 | 8b 05 ba 45 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 3d ab 45 07 00 eb 2b 48 8b 0d 7a 2e 07 00 e8 fd | ...E..H..t.H..L.=.E...+H..z..... |
| 33ae0 | be fd ff eb 1a 48 8b 0d 6c 2e 07 00 4c 8d 05 8d 45 07 00 48 8d 15 46 43 07 00 e8 f1 ad fd ff 4c | .....H..l...L...E..H..FC.......L |
| 33b00 | 8b f8 4d 85 ff 75 19 48 8b 3d 4a 34 02 00 bb 3d 0e 00 00 be ad 44 00 00 49 8b ee e9 c7 12 00 00 | ..M..u.H.=J4...=.....D..I....... |
| 33b20 | 49 8b 47 08 49 8b cf 48 8b 15 42 33 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff | I.G.I..H..B3..L......M..t.A..... |
| 33b40 | 15 33 b0 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d 04 34 02 00 bb 3d 0e 00 00 be af 44 00 00 49 8b | .3...H..H..u.H.=.4...=.....D..I. |
| 33b60 | ee e9 81 12 00 00 49 83 2f 01 75 09 49 8b cf ff 15 93 ae 01 00 48 8b 8c 24 88 00 00 00 4d 8b fe | ......I./.u.I........H..$....M.. |
| 33b80 | 48 85 c9 75 2d 48 8b 0d 24 b0 01 00 4c 8d 05 b1 e2 06 00 48 8d 15 de e5 06 00 48 8b 09 ff 15 dd | H..u-H..$...L......H......H..... |
| 33ba0 | ae 01 00 bb 3d 0e 00 00 be b2 44 00 00 e9 14 12 00 00 48 8b 41 08 48 8b 15 53 32 07 00 4c 8b 80 | ....=.....D.......H.A.H..S2..L.. |
| 33bc0 | 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 a4 af 01 00 4c 8b f8 48 85 c0 75 0f bb 3d 0e 00 | ....M..t.A..........L..H..u..=.. |
| 33be0 | 00 be b3 44 00 00 e9 db 11 00 00 48 8b 44 24 68 48 85 c0 75 2d 48 8b 0d b4 af 01 00 4c 8d 05 89 | ...D.......H.D$hH..u-H......L... |
| 33c00 | e1 06 00 48 8d 15 6e e5 06 00 48 8b 09 ff 15 6d ae 01 00 bb 3d 0e 00 00 be b5 44 00 00 e9 a4 11 | ...H..n...H....m....=.....D..... |
| 33c20 | 00 00 48 8b d0 49 8b cf ff 15 aa ae 01 00 48 89 44 24 58 48 8b f8 48 85 c0 75 0f bb 3d 0e 00 00 | ..H..I........H.D$XH..H..u..=... |
| 33c40 | be b6 44 00 00 e9 7c 11 00 00 49 83 2f 01 75 09 49 8b cf ff 15 af ad 01 00 48 8b 05 d8 ad 01 00 | ..D...|...I./.u.I........H...... |
| 33c60 | 4d 8b fe 41 8b de 48 39 45 08 75 2a 4c 8b 7d 18 4d 85 ff 74 21 48 8b 45 10 48 8b cd 49 ff 07 48 | M..A..H9E.u*L.}.M..t!H.E.H..I..H |
| 33c80 | 8b e8 48 ff 00 48 83 29 01 75 06 ff 15 77 ad 01 00 bb 01 00 00 00 48 8b 4d 08 48 3b 0d d7 af 01 | ..H..H.).u...w........H.M.H;.... |
| 33ca0 | 00 0f 85 80 00 00 00 48 8b 84 24 88 00 00 00 48 8d 94 24 30 01 00 00 48 89 84 24 38 01 00 00 44 | .......H..$....H..$0...H..$8...D |
| 33cc0 | 8d 43 02 8b c3 45 33 c9 48 c1 e0 03 48 8b cd 48 2b d0 4c 89 bc 24 28 01 00 00 48 89 bc 24 30 01 | .C...E3.H...H..H+.L..$(...H..$0. |
| 33ce0 | 00 00 e8 f9 b2 fd ff 4c 8b e0 48 85 c0 75 0f be c9 44 00 00 bb 3d 0e 00 00 e9 c8 10 00 00 4d 85 | .......L..H..u...D...=........M. |
| 33d00 | ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 f6 ac 01 00 48 83 2f 01 4d 8b fe 0f 85 07 01 00 00 48 | .t.I./.u.I........H./.M........H |
| 33d20 | 8b cf e9 f9 00 00 00 48 8b 15 aa af 01 00 48 3b ca 74 0a ff 15 ef ac 01 00 85 c0 74 6a 48 8b 45 | .......H......H;.t.........tjH.E |
| 33d40 | 10 8b 48 10 83 e1 8d 81 f9 80 00 00 00 75 58 48 8b 84 24 88 00 00 00 48 8d 94 24 48 01 00 00 48 | ..H..........uXH..$....H..$H...H |
| 33d60 | 89 84 24 50 01 00 00 44 8d 43 02 8b c3 48 8b cd 48 c1 e0 03 48 2b d0 4c 89 bc 24 40 01 00 00 48 | ..$P...D.C...H..H...H+.L..$@...H |
| 33d80 | 89 bc 24 48 01 00 00 e8 04 b1 fd ff 4c 8b e0 48 85 c0 0f 85 66 ff ff ff be d2 44 00 00 bb 3d 0e | ..$H........L..H....f.....D...=. |
| 33da0 | 00 00 e9 1f 10 00 00 48 8d 4b 02 ff 15 87 ad 01 00 48 89 44 24 50 48 85 c0 75 0f bb 3d 0e 00 00 | .......H.K.......H.D$PH..u..=... |
| 33dc0 | be d9 44 00 00 e9 fc 0f 00 00 4d 85 ff 74 07 4c 89 78 18 4d 8b fe 48 8b 8c 24 88 00 00 00 45 33 | ..D.......M..t.L.x.M..H..$....E3 |
| 33de0 | c0 48 89 7c d8 18 48 8b d0 4c 89 74 24 58 48 ff 01 48 89 4c d8 20 48 8b cd e8 82 b5 fd ff 4c 8b | .H.|..H..L.t$XH..H.L..H.......L. |
| 33e00 | e0 48 85 c0 75 0f bb 3d 0e 00 00 be e4 44 00 00 e9 b1 0f 00 00 48 8b 4c 24 50 48 83 29 01 75 06 | .H..u..=.....D.......H.L$PH.).u. |
| 33e20 | ff 15 e2 ab 01 00 48 83 6d 00 01 75 09 48 8b cd ff 15 d2 ab 01 00 b9 02 00 00 00 ff 15 f7 ac 01 | ......H.m..u.H.................. |
| 33e40 | 00 48 8b e8 48 85 c0 75 19 48 8b 3d 08 31 02 00 bb 3d 0e 00 00 be e9 44 00 00 49 8b ee e9 9e 0f | .H..H..u.H.=.1...=.....D..I..... |
| 33e60 | 00 00 4c 89 60 18 48 8b 44 24 78 48 ff 00 48 89 45 20 ff 15 70 a9 01 00 4c 8b e0 48 85 c0 75 14 | ..L.`.H.D$xH..H.E...p...L..H..u. |
| 33e80 | bb 3d 0e 00 00 4c 89 74 24 58 be f1 44 00 00 e9 2d 0f 00 00 48 8b 9c 24 c0 00 00 00 49 8b cc 48 | .=...L.t$X..D...-...H..$....I..H |
| 33ea0 | 8b 15 92 29 07 00 4c 8b c3 ff 15 31 a9 01 00 85 c0 79 14 bb 3d 0e 00 00 4c 89 74 24 58 be f3 44 | ...)..L....1.....y..=...L.t$X..D |
| 33ec0 | 00 00 e9 fa 0e 00 00 48 8b 15 b2 2e 07 00 4c 8b c3 49 8b cc ff 15 06 a9 01 00 85 c0 79 14 bb 3d | .......H......L..I..........y..= |
| 33ee0 | 0e 00 00 4c 89 74 24 58 be f4 44 00 00 e9 cf 0e 00 00 4d 8b c4 48 8b d5 49 8b cd e8 80 b4 fd ff | ...L.t$X..D.......M..H..I....... |
| 33f00 | 48 89 44 24 50 48 8b d8 48 85 c0 75 14 bb 3d 0e 00 00 4c 89 74 24 58 be f5 44 00 00 e9 a5 0e 00 | H.D$PH..H..u..=...L.t$X..D...... |
| 33f20 | 00 49 83 6d 00 01 75 09 49 8b cd ff 15 d7 aa 01 00 48 83 6d 00 01 75 09 48 8b cd ff 15 c7 aa 01 | .I.m..u.I........H.m..u.H....... |
| 33f40 | 00 49 83 2c 24 01 75 09 49 8b cc ff 15 b7 aa 01 00 4c 8b c3 48 89 9c 24 b8 00 00 00 4c 89 74 24 | .I.,$.u.I........L..H..$....L.t$ |
| 33f60 | 58 4c 3b 05 a8 a9 01 00 41 8b d6 41 8b ce 41 8b c6 0f 94 c2 4c 3b 05 dd aa 01 00 0f 94 c1 4c 3b | XL;.....A..A..A.....L;........L; |
| 33f80 | 05 c3 ab 01 00 0f 94 c0 0b c8 0b ca 75 0b 49 8b c8 ff 15 29 a9 01 00 8b d0 85 d2 79 1f 48 8b 3d | ............u.I....).......y.H.= |
| 33fa0 | b4 2f 02 00 bb 40 0e 00 00 be 39 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 2b 0e 00 00 0f 85 a2 03 | ./...@....9E..M..M..I...+....... |
| 33fc0 | 00 00 48 8b 1d 4f 34 07 00 48 8b bc 24 c8 00 00 00 48 3b fb 0f 84 bb 01 00 00 48 8b 05 0f a8 01 | ..H..O4..H..$....H;.......H..... |
| 33fe0 | 00 45 8b c6 48 39 47 08 41 8b d6 41 0f 94 c0 48 39 43 08 0f 94 c2 44 85 c2 0f 84 00 01 00 00 f6 | .E..H9G.A..A...H9C....D......... |
| 34000 | 47 20 80 75 11 48 8b cf ff 15 7a aa 01 00 85 c0 0f 88 b6 01 00 00 f6 43 20 80 75 11 48 8b cb ff | G..u.H....z............C..u.H... |
| 34020 | 15 63 aa 01 00 85 c0 0f 88 9f 01 00 00 4c 8b 57 10 4c 3b 53 10 0f 85 b0 01 00 00 48 8b 47 18 48 | .c...........L.W.L;S.......H.G.H |
| 34040 | 8b 4b 18 48 3b c1 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 93 01 00 00 8b 4f 20 44 8b c1 8b 53 | .K.H;.t.H...t.H..........O.D...S |
| 34060 | 20 8b c2 41 c1 e8 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 71 01 00 00 b8 48 00 00 00 f6 | ...A......A......D;...q....H.... |
| 34080 | c1 20 74 10 f6 c1 40 b9 30 00 00 00 0f 44 c8 48 03 cf eb 04 48 8b 4f 48 f6 c2 20 74 11 f6 c2 40 | ..t...@.0....D.H....H.OH...t...@ |
| 340a0 | ba 30 00 00 00 48 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 0f b6 01 44 0f b6 0a eb | .0...H.D.H....H.SHA...u....D.... |
| 340c0 | 14 41 83 f8 02 75 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a 41 3b c1 0f 85 0d 01 00 00 49 83 | .A...u....D.......D..A;.......I. |
| 340e0 | fa 01 0f 84 ad 00 00 00 4d 0f af c2 e8 b6 9e 01 00 85 c0 41 8b fe 40 0f 94 c7 e9 90 00 00 00 48 | ........M..........A..@........H |
| 34100 | 8b 0d 42 aa 01 00 41 8b c6 48 3b f9 0f 94 c0 85 c2 0f 85 d4 00 00 00 48 3b d9 41 8b c6 0f 94 c0 | ..B...A..H;............H;.A..... |
| 34120 | 41 85 c0 0f 85 c2 00 00 00 41 b8 02 00 00 00 48 8b d3 48 8b cf ff 15 35 a9 01 00 48 8b d8 48 85 | A........A.....H..H....5...H..H. |
| 34140 | c0 0f 84 85 00 00 00 48 3b 05 c2 a7 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 f6 a8 | .......H;.....A..A..A..@...H;... |
| 34160 | 01 00 0f 94 c2 48 3b 05 dc a9 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 42 a7 01 00 8b f8 | .....H;............u.H....B..... |
| 34180 | 48 83 2b 01 75 09 48 8b cb ff 15 79 a8 01 00 85 ff 78 39 74 56 48 8b 05 ac 39 07 00 48 8b 48 18 | H.+.u.H....y.....x9tVH...9..H.H. |
| 341a0 | 48 39 0d 31 3d 07 00 0f 85 c5 00 00 00 48 8b 05 dc 41 07 00 48 85 c0 0f 84 a7 00 00 00 48 ff 00 | H9.1=........H...A..H........H.. |
| 341c0 | 48 8b 2d c9 41 07 00 e9 c3 00 00 00 48 8b 3d 85 2d 02 00 bb 41 0e 00 00 be 44 45 00 00 4d 8b e6 | H.-.A.......H.=.-...A....DE..M.. |
| 341e0 | 4d 8b ee 49 8b ee e9 fc 0b 00 00 48 8b 15 b6 3b 07 00 45 33 c0 48 8b 0d e4 3d 07 00 e8 7f b1 fd | M..I.......H...;..E3.H...=...... |
| 34200 | ff 48 8b e8 48 85 c0 75 1c 48 8b 3d 48 2d 02 00 bb 45 0e 00 00 be 72 45 00 00 4d 8b e6 4d 8b ee | .H..H..u.H.=H-...E....rE..M..M.. |
| 34220 | e9 c2 0b 00 00 45 33 c9 45 33 c0 33 d2 48 8b cd e8 9b af fd ff 48 83 6d 00 01 75 09 48 8b cd ff | .....E3.E3.3.H.......H.m..u.H... |
| 34240 | 15 c3 a7 01 00 48 8b 3d 0c 2d 02 00 49 8b ee bb 45 0e 00 00 be 76 45 00 00 4d 8b e6 4d 8b ee e9 | .....H.=.-..I...E....vE..M..M... |
| 34260 | 83 0b 00 00 48 8b 0d 8d 2f 07 00 e8 70 b7 fd ff eb 1a 48 8b 0d 7f 2f 07 00 4c 8d 05 10 41 07 00 | ....H.../...p.....H.../..L...A.. |
| 34280 | 48 8d 15 51 3c 07 00 e8 64 a6 fd ff 48 8b e8 48 89 6c 24 50 48 85 ed 75 1c 48 8b 3d b8 2c 02 00 | H..Q<...d...H..H.l$PH..u.H.=.,.. |
| 342a0 | bb 42 0e 00 00 be 4e 45 00 00 4d 8b e6 4d 8b ee e9 2d 0b 00 00 48 8b 45 08 48 8b cd 48 8b 15 95 | .B....NE..M..M...-...H.E.H..H... |
| 342c0 | 25 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 9e a8 01 00 48 8b e8 48 85 c0 | %..L......M..t.A..........H..H.. |
| 342e0 | 75 1c 48 8b 3d 6f 2c 02 00 bb 42 0e 00 00 be 50 45 00 00 4d 8b e6 4d 8b ee e9 e4 0a 00 00 48 8b | u.H.=o,...B....PE..M..M.......H. |
| 34300 | 4c 24 50 48 83 29 01 75 06 ff 15 f9 a6 01 00 48 8b 15 8a 34 07 00 45 33 c0 48 8b cd e8 5f b0 fd | L$PH.).u.......H...4..E3.H..._.. |
| 34320 | ff 48 89 44 24 50 48 85 c0 75 15 bb 42 0e 00 00 be 5b 45 00 00 4d 8b e6 4d 8b ee e9 86 0a 00 00 | .H.D$PH..u..B....[E..M..M....... |
| 34340 | 48 83 6d 00 01 75 0e 48 8b cd ff 15 b8 a6 01 00 48 8b 44 24 50 48 83 28 01 75 09 48 8b c8 ff 15 | H.m..u.H........H.D$PH.(.u.H.... |
| 34360 | a4 a6 01 00 48 8b 1d 9d 2b 07 00 48 3b f3 0f 84 bf 01 00 00 48 8b 05 75 a4 01 00 45 8b c6 48 39 | ....H...+..H;.......H..u...E..H9 |
| 34380 | 46 08 41 8b d6 41 0f 94 c0 48 39 43 08 0f 94 c2 41 85 d0 0f 84 00 01 00 00 f6 46 20 80 75 11 48 | F.A..A...H9C....A.........F..u.H |
| 343a0 | 8b ce ff 15 e0 a6 01 00 85 c0 0f 88 d1 01 00 00 f6 43 20 80 75 11 48 8b cb ff 15 c9 a6 01 00 85 | .................C..u.H......... |
| 343c0 | c0 0f 88 ba 01 00 00 4c 8b 56 10 4c 3b 53 10 0f 85 cb 01 00 00 48 8b 46 18 48 8b 4b 18 48 3b c1 | .......L.V.L;S.......H.F.H.K.H;. |
| 343e0 | 74 10 48 83 f8 ff 74 0a 48 83 f9 ff 0f 85 ae 01 00 00 8b 4e 20 44 8b c1 8b 53 20 8b c2 41 c1 e8 | t.H...t.H..........N.D...S...A.. |
| 34400 | 02 c1 e8 02 41 83 e0 07 83 e0 07 44 3b c0 0f 85 8c 01 00 00 b8 48 00 00 00 f6 c1 20 74 10 f6 c1 | ....A......D;........H......t... |
| 34420 | 40 b9 30 00 00 00 0f 44 c8 48 03 ce eb 04 48 8b 4e 48 f6 c2 20 74 11 f6 c2 40 ba 30 00 00 00 48 | @.0....D.H....H.NH...t...@.0...H |
| 34440 | 0f 44 d0 48 03 d3 eb 04 48 8b 53 48 41 83 f8 01 75 09 0f b6 01 44 0f b6 0a eb 14 41 83 f8 02 75 | .D.H....H.SHA...u....D.....A...u |
| 34460 | 09 0f b7 01 44 0f b7 0a eb 05 8b 01 44 8b 0a 41 3b c1 0f 85 28 01 00 00 49 83 fa 01 0f 84 b1 00 | ....D.......D..A;...(...I....... |
| 34480 | 00 00 4d 0f af c2 e8 1c 9b 01 00 85 c0 41 8b fe 40 0f 94 c7 e9 94 00 00 00 48 8b 0d a8 a6 01 00 | ..M..........A..@........H...... |
| 344a0 | 41 8b c6 48 3b f1 0f 94 c0 85 c2 0f 85 ef 00 00 00 48 3b d9 41 8b c6 0f 94 c0 41 85 c0 0f 85 dd | A..H;............H;.A.....A..... |
| 344c0 | 00 00 00 48 8b 15 3e 2a 07 00 41 b8 02 00 00 00 48 8b ce ff 15 97 a5 01 00 48 8b d8 48 85 c0 0f | ...H..>*..A.....H........H..H... |
| 344e0 | 84 9c 00 00 00 48 3b 05 24 a4 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 58 a5 01 00 | .....H;.$...A..A..A..@...H;.X... |
| 34500 | 0f 94 c2 48 3b 05 3e a6 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 a4 a3 01 00 8b f8 48 83 | ...H;.>..........u.H..........H. |
| 34520 | 2b 01 75 09 48 8b cb ff 15 db a4 01 00 85 ff 78 50 74 6d 48 8b 84 24 b0 00 00 00 48 85 c0 0f 85 | +.u.H..........xPtmH..$....H.... |
| 34540 | 23 07 00 00 48 8b 0d 65 a6 01 00 4c 8d 05 32 d7 06 00 48 8d 15 1f dc 06 00 48 8b 09 ff 15 1e a5 | #...H..e...L..2...H......H...... |
| 34560 | 01 00 48 8b 3d ef 29 02 00 bb 48 0e 00 00 be 9d 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 66 08 00 | ..H.=.)...H.....E..M..M..I...f.. |
| 34580 | 00 48 8b 3d d0 29 02 00 bb 47 0e 00 00 be 93 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 47 08 00 00 | .H.=.)...G.....E..M..M..I...G... |
| 345a0 | 48 8b 1d 71 29 07 00 48 3b f3 0f 84 bd 01 00 00 48 8b 05 39 a2 01 00 45 8b c6 48 39 46 08 41 8b | H..q)..H;.......H..9...E..H9F.A. |
| 345c0 | d6 41 0f 94 c0 48 39 43 08 0f 94 c2 41 85 d0 0f 84 02 01 00 00 f6 46 20 80 75 11 48 8b ce ff 15 | .A...H9C....A.........F..u.H.... |
| 345e0 | a4 a4 01 00 85 c0 0f 88 cc 01 00 00 f6 43 20 80 75 11 48 8b cb ff 15 8d a4 01 00 85 c0 0f 88 b5 | .............C..u.H............. |
| 34600 | 01 00 00 4c 8b 4e 10 4c 3b 4b 10 0f 85 c6 01 00 00 48 8b 46 18 48 8b 4b 18 48 3b c1 74 10 48 83 | ...L.N.L;K.......H.F.H.K.H;.t.H. |
| 34620 | f8 ff 74 0a 48 83 f9 ff 0f 85 a9 01 00 00 8b 4e 20 8b d1 44 8b 43 20 41 8b c0 c1 ea 02 c1 e8 02 | ..t.H..........N...D.C.A........ |
| 34640 | 83 e2 07 83 e0 07 3b d0 0f 85 89 01 00 00 41 ba 30 00 00 00 41 8d 42 18 f6 c1 20 74 0e f6 c1 40 | ......;.......A.0...A.B....t...@ |
| 34660 | 41 8b ca 0f 44 c8 48 03 ce eb 04 48 8b 4e 48 41 f6 c0 20 74 0d 41 f6 c0 40 4c 0f 44 d0 4c 03 d3 | A...D.H....H.NHA...t.A..@L.D.L.. |
| 34680 | eb 04 4c 8b 53 48 83 fa 01 75 09 0f b6 01 45 0f b6 02 eb 13 83 fa 02 75 09 0f b7 01 45 0f b7 02 | ..L.SH...u....E........u....E... |
| 346a0 | eb 05 8b 01 45 8b 02 41 3b c0 0f 85 27 01 00 00 49 83 f9 01 0f 84 b3 00 00 00 44 8b c2 49 8b d2 | ....E..A;...'...I.........D..I.. |
| 346c0 | 4d 0f af c1 e8 de 98 01 00 85 c0 41 8b fe 40 0f 94 c7 e9 90 00 00 00 48 8b 0d 6a a4 01 00 41 8b | M..........A..@........H..j...A. |
| 346e0 | c6 48 3b f1 0f 94 c0 85 c2 0f 85 e8 00 00 00 48 3b d9 41 8b c6 0f 94 c0 41 85 c0 0f 85 d6 00 00 | .H;............H;.A.....A....... |
| 34700 | 00 41 b8 02 00 00 00 48 8b d3 48 8b ce ff 15 5d a3 01 00 48 8b d8 48 85 c0 0f 84 99 00 00 00 48 | .A.....H..H....]...H..H........H |
| 34720 | 3b 05 ea a1 01 00 41 8b fe 41 8b d6 41 8b ce 40 0f 94 c7 48 3b 05 1e a3 01 00 0f 94 c2 48 3b 05 | ;.....A..A..A..@...H;........H;. |
| 34740 | 04 a4 01 00 0f 94 c1 0b d1 0b d7 75 0b 48 8b c8 ff 15 6a a1 01 00 8b f8 48 83 2b 01 75 09 48 8b | ...........u.H....j.....H.+.u.H. |
| 34760 | cb ff 15 a1 a2 01 00 85 ff 78 4d 74 6a 4c 39 b4 24 80 00 00 00 0f 85 a2 02 00 00 48 8b 0d 2e a4 | .........xMtjL9.$..........H.... |
| 34780 | 01 00 4c 8d 05 cb d4 06 00 48 8d 15 e8 d9 06 00 48 8b 09 ff 15 e7 a2 01 00 48 8b 3d b8 27 02 00 | ..L......H......H........H.=.'.. |
| 347a0 | bb 4d 0e 00 00 be bc 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 2f 06 00 00 48 8b 3d 99 27 02 00 bb | .M.....E..M..M..I.../...H.=.'... |
| 347c0 | 49 0e 00 00 be b2 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 10 06 00 00 48 8b bc 24 80 00 00 00 48 | I.....E..M..M..I.......H..$....H |
| 347e0 | 85 ff 75 3d 48 8b 0d c5 a3 01 00 4c 8d 05 5a d2 06 00 48 8d 15 7f d9 06 00 48 8b 09 ff 15 7e a2 | ..u=H......L..Z...H......H....~. |
| 34800 | 01 00 48 8b 3d 4f 27 02 00 bb 4f 0e 00 00 be ed 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 c6 05 00 | ..H.=O'...O.....E..M..M..I...... |
| 34820 | 00 48 8b 05 20 33 07 00 48 8b 48 18 48 39 0d 1d 2e 07 00 75 26 48 8b 05 3c 3b 07 00 48 85 c0 74 | .H...3..H.H.H9.....u&H..<;..H..t |
| 34840 | 0c 48 ff 00 48 8b 2d 2d 3b 07 00 eb 2b 48 8b 0d 04 21 07 00 e8 87 b1 fd ff eb 1a 48 8b 0d f6 20 | .H..H.--;...+H...!.........H.... |
| 34860 | 07 00 4c 8d 05 0f 3b 07 00 48 8d 15 e0 2d 07 00 e8 7b a0 fd ff 48 8b e8 48 89 6c 24 50 48 85 ed | ..L...;..H...-...{...H..H.l$PH.. |
| 34880 | 75 1c 48 8b 3d cf 26 02 00 bb 4f 0e 00 00 be ee 45 00 00 4d 8b e6 4d 8b ee e9 44 05 00 00 48 8b | u.H.=.&...O.....E..M..M...D...H. |
| 348a0 | 45 08 48 8b cd 48 8b 15 a4 28 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 b5 | E.H..H...(..L......M..t.A....... |
| 348c0 | a2 01 00 48 8b e8 48 85 c0 75 1c 48 8b 3d 86 26 02 00 bb 4f 0e 00 00 be f0 45 00 00 4d 8b e6 4d | ...H..H..u.H.=.&...O.....E..M..M |
| 348e0 | 8b ee e9 fb 04 00 00 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 10 a1 01 00 48 8b 74 24 68 4c 89 74 | .......H.L$PH.).u.......H.t$hL.t |
| 34900 | 24 50 48 85 f6 75 33 48 8b 0d a2 a2 01 00 4c 8d 05 0f d1 06 00 48 8d 15 5c d8 06 00 48 8b 09 ff | $PH..u3H......L......H..\...H... |
| 34920 | 15 5b a1 01 00 bb 4f 0e 00 00 be f3 45 00 00 4d 8b e6 4d 8b ee e9 8c 04 00 00 48 8b 05 f7 a0 01 | .[....O.....E..M..M.......H..... |
| 34940 | 00 49 8b de 48 39 45 08 75 3d 48 8b 5d 18 48 85 db 74 34 48 8b 7d 10 48 8b cd 48 ff 03 48 8b ef | .I..H9E.u=H.].H..t4H.}.H..H..H.. |
| 34960 | 48 ff 07 48 83 29 01 75 06 ff 15 99 a0 01 00 4c 8b c6 48 8b d3 48 8b cf e8 13 a2 fd ff 48 8b bc | H..H.).u.......L..H..H.......H.. |
| 34980 | 24 80 00 00 00 eb 0b 48 8b d6 48 8b cd e8 2e a3 fd ff 4c 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 | $......H..H.......L..H..t.H.+.u. |
| 349a0 | 48 8b cb ff 15 5f a0 01 00 4c 89 74 24 50 4d 85 ed 75 12 bb 4f 0e 00 00 be 00 46 00 00 4d 8b e6 | H...._...L.t$PM..u..O.....F..M.. |
| 349c0 | e9 01 04 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 33 a0 01 00 49 8b d5 48 8b cf ff 15 f7 a0 01 | .....H.m..u.H....3...I..H....... |
| 349e0 | 00 48 8b d8 48 85 c0 75 1c 48 8b 3d 68 25 02 00 bb 4f 0e 00 00 be 03 46 00 00 4d 8b e6 49 8b ee | .H..H..u.H.=h%...O.....F..M..I.. |
| 34a00 | e9 e2 03 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 f3 9f 01 00 48 8b cb e9 50 02 00 00 48 8b 05 | .....I.m..u.I........H...P...H.. |
| 34a20 | 24 31 07 00 48 8b 48 18 48 39 0d 99 33 07 00 75 26 48 8b 05 80 32 07 00 48 85 c0 74 0c 48 ff 00 | $1..H.H.H9..3..u&H...2..H..t.H.. |
| 34a40 | 48 8b 2d 71 32 07 00 eb 2b 48 8b 0d 08 1f 07 00 e8 8b af fd ff eb 1a 48 8b 0d fa 1e 07 00 4c 8d | H.-q2...+H.............H......L. |
| 34a60 | 05 53 32 07 00 48 8d 15 5c 33 07 00 e8 7f 9e fd ff 48 8b e8 48 85 ed 75 1f 48 8b 3d d8 24 02 00 | .S2..H..\3.......H..H..u.H.=.$.. |
| 34a80 | bb 4d 0e 00 00 be bd 45 00 00 4d 8b e6 4d 8b ee 49 8b ee e9 4f 03 00 00 48 8b 45 08 48 8b cd 48 | .M.....E..M..M..I...O...H.E.H..H |
| 34aa0 | 8b 15 aa 26 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 bb a0 01 00 4c 8b e8 | ...&..L......M..t.A..........L.. |
| 34ac0 | 48 85 c0 75 0f bb 4d 0e 00 00 be bf 45 00 00 e9 ea 02 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 | H..u..M.....E.......H.m..u.H.... |
| 34ae0 | 24 9f 01 00 48 8b 74 24 68 48 85 f6 75 3a 48 8b 0d bb a0 01 00 4c 8d 05 98 cf 06 00 48 8d 15 75 | $...H.t$hH..u:H......L......H..u |
| 34b00 | d6 06 00 48 8b 09 ff 15 74 9f 01 00 48 8b 3d 45 24 02 00 bb 4d 0e 00 00 be c2 45 00 00 4d 8b e6 | ...H....t...H.=E$...M.....E..M.. |
| 34b20 | 49 8b ee e9 bf 02 00 00 48 8b 05 01 9f 01 00 48 39 46 08 75 18 4c 39 76 10 7c 08 48 ff 06 48 8b | I.......H......H9F.u.L9v.|.H..H. |
| 34b40 | fe eb 16 48 8b ce e8 b5 87 fd ff eb 09 48 8b ce ff 15 b2 a0 01 00 48 8b f8 48 85 ff 75 1c 48 8b | ...H.........H........H..H..u.H. |
| 34b60 | 3d f3 23 02 00 bb 4d 0e 00 00 be c3 45 00 00 4d 8b e6 49 8b ee e9 6d 02 00 00 48 8b 05 b7 9e 01 | =.#...M.....E..M..I...m...H..... |
| 34b80 | 00 49 8b de 49 39 45 08 75 35 49 8b 5d 18 48 85 db 74 2c 49 8b 75 10 49 8b cd 48 ff 03 4c 8b ee | .I..I9E.u5I.].H..t,I.u.I..H..L.. |
| 34ba0 | 48 ff 06 48 83 29 01 75 06 ff 15 59 9e 01 00 4c 8b c7 48 8b d3 48 8b ce e8 d3 9f fd ff eb 0b 48 | H..H.).u...Y...L..H..H.........H |
| 34bc0 | 8b d7 49 8b cd e8 f6 a0 fd ff 48 89 44 24 50 48 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb | ..I.......H.D$PH..H..t.H.+.u.H.. |
| 34be0 | ff 15 22 9e 01 00 48 83 2f 01 4d 8b e6 75 09 48 8b cf ff 15 10 9e 01 00 48 85 ed 75 16 48 8b 3d | .."...H./.M..u.H........H..u.H.= |
| 34c00 | 54 23 02 00 bb 4d 0e 00 00 be d2 45 00 00 e9 cf 01 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 e5 | T#...M.....E.......I.m..u.I..... |
| 34c20 | 9d 01 00 48 8b 8c 24 80 00 00 00 48 8b d5 ff 15 a4 9e 01 00 4c 8b e8 48 85 c0 75 16 48 8b 3d 15 | ...H..$....H........L..H..u.H.=. |
| 34c40 | 23 02 00 bb 4d 0e 00 00 be d5 45 00 00 e9 90 01 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 a6 9d | #...M.....E.......H.m..u.H...... |
| 34c60 | 01 00 49 8b cd eb 06 48 ff 00 48 8b c8 48 89 8c 24 a8 00 00 00 48 8b 41 08 48 8b 15 90 21 07 00 | ..I....H..H..H..$....H.A.H...!.. |
| 34c80 | 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 e1 9e 01 00 48 8b e8 48 85 c0 75 1f 48 | L......M..t.A..........H..H..u.H |
| 34ca0 | 8b 3d b2 22 02 00 bb 51 0e 00 00 be 12 46 00 00 4d 8b ee 49 8b ee 4d 8b e6 e9 29 01 00 00 48 8b | .=."...Q.....F..M..I..M...)...H. |
| 34cc0 | b4 24 a0 00 00 00 48 8b d5 48 8b ce ff 15 4e a0 01 00 4c 8b e8 48 85 c0 75 0f bb 51 0e 00 00 be | .$....H..H....N...L..H..u..Q.... |
| 34ce0 | 14 46 00 00 e9 d5 00 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 0f 9d 01 00 48 8b 4c 24 70 49 8b | .F.......H.m..u.H........H.L$pI. |
| 34d00 | d5 ff 15 a9 9d 01 00 48 8b d8 48 85 c0 75 1c 48 8b 3d 42 22 02 00 bb 51 0e 00 00 be 17 46 00 00 | .......H..H..u.H.=B"...Q.....F.. |
| 34d20 | 49 8b ee 4d 8b e6 e9 bc 00 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 cd 9c 01 00 48 83 2e 01 4d | I..M.......I.m..u.I........H...M |
| 34d40 | 8b ee 48 8b ce 48 89 9c 24 a0 00 00 00 75 06 ff 15 b3 9c 01 00 48 8b 8c 24 98 00 00 00 ff 15 8d | ..H..H..$....u.......H..$....... |
| 34d60 | 9b 01 00 48 8b e8 48 85 c0 75 19 48 8b 3d e6 21 02 00 bb 52 0e 00 00 be 24 46 00 00 49 8b ee 4d | ...H..H..u.H.=.!...R....$F..I..M |
| 34d80 | 8b e6 eb 63 48 8b 43 08 4c 8b c5 48 8b 15 56 1f 07 00 48 8b cb 4c 8b 88 98 00 00 00 4d 85 c9 74 | ...cH.C.L..H..V...H..L......M..t |
| 34da0 | 05 41 ff d1 eb 06 ff 15 3c 9f 01 00 85 c0 0f 89 bd 00 00 00 bb 52 0e 00 00 be 26 46 00 00 4d 8b | .A......<............R....&F..M. |
| 34dc0 | e6 4c 89 74 24 50 48 8b 3d 8b 21 02 00 48 85 ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff 15 26 9c | .L.t$PH.=.!..H..t.H.m..u.H....&. |
| 34de0 | 01 00 48 8b 6c 24 50 48 8b 44 24 58 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 08 9c 01 00 | ..H.l$PH.D$XH..t.H.(.u.H........ |
| 34e00 | 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 f4 9b 01 00 4d 85 e4 74 10 49 83 2c 24 01 75 09 | M..t.I./.u.I........M..t.I.,$.u. |
| 34e20 | 49 8b cc ff 15 df 9b 01 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 ca 9b 01 00 48 85 | I........M..t.I.m..u.I........H. |
| 34e40 | ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff 15 b5 9b 01 00 4c 8b cf 48 8d 0d 8b fd 06 00 44 8b c3 | .t.H.m..u.H........L..H......D.. |
| 34e60 | 8b d6 e8 f9 69 fd ff 48 8b 9c 24 a0 00 00 00 eb 16 48 83 6d 00 01 75 09 48 8b cd ff 15 87 9b 01 | ....i..H..$......H.m..u.H....... |
| 34e80 | 00 48 ff 03 4c 8b f3 48 8b 8c 24 90 00 00 00 e8 0c 90 01 00 48 8b 8c 24 98 00 00 00 e8 ff 8f 01 | .H..L..H..$.........H..$........ |
| 34ea0 | 00 48 8b cb e8 f7 8f 01 00 48 8b 8c 24 d0 00 00 00 e8 ea 8f 01 00 48 8b 8c 24 80 00 00 00 e8 dd | .H.......H..$.........H..$...... |
| 34ec0 | 8f 01 00 48 8b 4c 24 68 e8 d3 8f 01 00 48 8b 8c 24 88 00 00 00 e8 c6 8f 01 00 48 8b 8c 24 d8 00 | ...H.L$h.....H..$.........H..$.. |
| 34ee0 | 00 00 e8 b9 8f 01 00 48 8b 8c 24 e0 00 00 00 e8 ac 8f 01 00 48 8b 8c 24 b0 00 00 00 e8 9f 8f 01 | .......H..$.........H..$........ |
| 34f00 | 00 48 8b 8c 24 b8 00 00 00 e8 92 8f 01 00 48 8b 8c 24 a8 00 00 00 e8 85 8f 01 00 48 8b 4c 24 70 | .H..$.........H..$.........H.L$p |
| 34f20 | e8 7b 8f 01 00 48 8b 4c 24 78 e8 71 8f 01 00 49 8b c6 48 8b 8c 24 58 01 00 00 48 33 cc e8 8e 29 | .{...H.L$x.q...I..H..$X...H3...) |
| 34f40 | fd ff 48 81 c4 68 01 00 00 41 5f 41 5e 41 5d 41 5c 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc | ..H..h...A_A^A]A\_^][........... |
| 34f60 | 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 48 8d 6c 24 d9 48 81 ec 90 00 00 00 48 8b 05 dd | H.\$.UVWATAUAVAWH.l$.H......H... |
| 34f80 | 64 04 00 48 33 c4 48 89 45 1f 4c 8b 2d b7 9b 01 00 0f 57 c0 4c 8b 25 7d 24 07 00 48 8b fa 4c 8b | d..H3.H.E.L.-.....W.L.%}$..H..L. |
| 34fa0 | 3d 2b 29 07 00 48 8b 72 10 48 89 4d e7 48 8b 0d 0c 24 07 00 48 89 4d df 48 89 4d 17 4c 89 45 d7 | =+)..H.r.H.M.H...$..H.M.H.M.L.E. |
| 34fc0 | 4c 89 6d ff 4c 89 65 07 4c 89 7d 0f f3 0f 7f 45 ef 4d 85 c0 0f 84 4c 02 00 00 48 83 fe 05 0f 87 | L.m.L.e.L.}....E.M....L...H..... |
| 34fe0 | 69 02 00 00 48 8d 0d 15 a4 fc ff 8b 84 b1 2c 5f 03 00 48 03 c1 ff e0 4c 8b 7a 38 4c 89 7d 0f 4c | i...H.........,_..H....L.z8L.}.L |
| 35000 | 8b 62 30 4c 89 65 07 4c 8b 6a 28 4c 89 6d ff 48 8b 42 20 48 89 45 f7 4c 8b 72 18 4c 89 75 ef eb | .b0L.e.L.j(L.m.H.B.H.E.L.r.L.u.. |
| 35020 | 04 4c 8b 75 ef 49 8b c8 ff 15 e2 9a 01 00 48 8b d8 48 8b c6 48 85 f6 0f 84 83 00 00 00 48 83 e8 | .L.u.I........H..H..H........H.. |
| 35040 | 01 0f 84 a1 00 00 00 48 83 e8 01 0f 84 c1 00 00 00 48 83 e8 01 0f 84 e9 00 00 00 48 83 f8 01 75 | .......H.........H.........H...u |
| 35060 | 2c 48 8b 7d d7 48 85 db 7e 23 48 8b 15 b7 18 07 00 48 8b cf 4c 8b 42 18 ff 15 8a 97 01 00 48 85 | ,H.}.H..~#H......H..L.B.......H. |
| 35080 | c0 74 0a 4c 8b f8 48 89 45 0f 48 ff cb 48 83 fb 01 0f 85 e6 00 00 00 48 8b 05 3a 7b 06 00 48 8b | .t.L..H.E.H..H.........H..:{..H. |
| 350a0 | 4d d7 48 8b 10 4c 8b 42 18 ff 15 59 97 01 00 48 8b c8 48 85 c0 0f 84 cb 00 00 00 e9 23 02 00 00 | M.H..L.B...Y...H..H.........#... |
| 350c0 | 48 8b 15 b9 22 07 00 48 8b 4d d7 4c 8b 42 18 ff 15 33 97 01 00 48 89 45 ef 4c 8b f0 48 85 c0 0f | H..."..H.M.L.B...3...H.E.L..H... |
| 350e0 | 84 3b 01 00 00 48 ff cb 48 8b 15 d9 17 07 00 48 8b 7d d7 48 8b cf 4c 8b 42 18 ff 15 08 97 01 00 | .;...H..H......H.}.H..L.B....... |
| 35100 | 48 89 45 f7 48 85 c0 0f 84 c5 00 00 00 48 ff cb eb 04 48 8b 7d d7 48 85 db 0f 8e 6e ff ff ff 48 | H.E.H........H....H.}.H....n...H |
| 35120 | 8b 15 82 1c 07 00 48 8b cf 4c 8b 42 18 ff 15 d5 96 01 00 48 85 c0 74 10 4c 8b e8 48 89 45 ff 48 | ......H..L.B.......H..t.L..H.E.H |
| 35140 | ff cb eb 04 48 8b 7d d7 48 85 db 0f 8e 3c ff ff ff 48 8b 15 38 1f 07 00 48 8b cf 4c 8b 42 18 ff | ....H.}.H....<...H..8...H..L.B.. |
| 35160 | 15 a3 96 01 00 48 85 c0 0f 84 f7 fe ff ff 4c 8b e0 48 89 45 07 48 ff cb e9 e8 fe ff ff 48 85 db | .....H........L..H.E.H.......H.. |
| 35180 | 0f 8e 59 01 00 00 48 8b 4d d7 48 8d 05 df fa 06 00 48 89 44 24 28 4c 8d 4d ef 48 8d 15 0f 7a 06 | ..Y...H.M.H......H.D$(L.M.H...z. |
| 351a0 | 00 48 89 74 24 20 e8 05 a3 fd ff 85 c0 79 0a ba 02 41 00 00 e9 ef 00 00 00 48 8b 4d 17 4c 8b 7d | .H.t$........y...A.......H.M.L.} |
| 351c0 | 0f 4c 8b 65 07 4c 8b 6d ff 4c 8b 75 ef e9 11 01 00 00 48 8d 0d 13 c7 06 00 48 c7 44 24 30 01 00 | .L.e.L.m.L.u......H......H.D$0.. |
| 351e0 | 00 00 48 89 4c 24 28 4c 8d 0d 8a d3 06 00 48 8b 0d b3 96 01 00 4c 8d 05 8c fa 06 00 b8 02 00 00 | ..H.L$(L......H......L.......... |
| 35200 | 00 48 8d 15 20 d3 06 00 48 89 44 24 20 48 8b 09 ff 15 6a 98 01 00 ba e7 40 00 00 e9 88 00 00 00 | .H......H.D$.H....j.....@....... |
| 35220 | 48 8b 77 10 eb 27 48 8b c6 48 83 e8 02 0f 84 9e 00 00 00 48 83 e8 01 0f 84 90 00 00 00 48 83 e8 | H.w..'H..H.........H.........H.. |
| 35240 | 01 0f 84 82 00 00 00 48 83 f8 01 74 78 b8 02 00 00 00 48 89 74 24 30 48 3b f0 4c 8d 0d 17 d3 06 | .......H...tx.....H.t$0H;.L..... |
| 35260 | 00 b9 05 00 00 00 4c 8d 05 eb f9 06 00 0f 4d c1 48 8d 15 b1 d2 06 00 48 8d 0d f2 d2 06 00 4c 0f | ......L.......M.H......H......L. |
| 35280 | 4d c9 48 8d 0d 63 c6 06 00 48 89 4c 24 28 48 8b 0d 13 96 01 00 48 89 44 24 20 48 8b 09 ff 15 dd | M.H..c...H.L$(H......H.D$.H..... |
| 352a0 | 97 01 00 ba 1b 41 00 00 4c 8b 0d a9 1c 02 00 48 8d 0d 6a f9 06 00 41 b8 87 0d 00 00 e8 9f 65 fd | .....A..L......H..j...A.......e. |
| 352c0 | ff 33 c0 eb 40 4c 8b 7a 38 4c 8b 62 30 4c 8b 6a 28 48 8b 42 20 4c 8b 72 18 48 89 45 f7 eb 04 48 | .3..@L.z8L.b0L.j(H.B.L.r.H.E...H |
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| 35a60 | 00 e9 e0 0f 00 00 48 8d 04 2e 48 3b c1 7d 56 48 8b 15 82 22 07 00 45 33 c0 48 8b 0d 60 25 07 00 | ......H...H;.}VH..."..E3.H..`%.. |
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| 35e80 | 00 4d 85 ff 74 05 49 ff 07 eb 1b ff 15 97 8d 01 00 48 85 c0 74 05 45 33 ff eb 0b 48 8b cb e8 3d | .M..t.I..........H..t.E3...H...= |
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| 35ec0 | cf 48 8b 15 a8 0e 07 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 99 8c 01 00 48 | .H......L......M..t.A..........H |
| 35ee0 | 8b f8 48 85 c0 75 0f bb 2a 0d 00 00 bd 25 3f 00 00 e9 99 08 00 00 49 83 2f 01 75 09 49 8b cf ff | ..H..u..*....%?.......I./.u.I... |
| 35f00 | 15 03 8b 01 00 48 8b ac 24 98 00 00 00 41 b8 05 00 00 00 48 8b 15 d6 1c 07 00 48 8b cd ff 15 4d | .....H..$....A.....H......H....M |
| 35f20 | 8b 01 00 48 8b f0 48 85 c0 75 0f bb 2a 0d 00 00 bd 28 3f 00 00 e9 cd 09 00 00 48 8b 05 f7 8a 01 | ...H..H..u..*....(?.......H..... |
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| 35f60 | ff 45 00 48 83 29 01 75 06 ff 15 99 8a 01 00 4c 8b c6 48 8b d3 48 8b cd e8 13 8c fd ff 48 8b ac | .E.H.).u.......L..H..H.......H.. |
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| 35fc0 | 00 00 bd 36 3f 00 00 e9 3b 09 00 00 48 83 2f 01 75 09 48 8b cf ff 15 2d 8a 01 00 49 8b ce e8 9d | ...6?...;...H./.u.H....-...I.... |
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| 36000 | ce ff 15 01 8a 01 00 85 db 0f 85 7e 09 00 00 48 8b 0d 32 1b 07 00 48 8b 41 18 48 39 05 d7 18 07 | ...........~...H..2...H.A.H9.... |
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| 36060 | 07 00 48 8b 48 18 48 89 0d 8b 18 07 00 4c 89 35 04 17 07 00 4d 85 f6 74 05 49 ff 06 eb 1b ff 15 | ..H.H.H......L.5....M..t.I...... |
| 36080 | a4 8b 01 00 48 85 c0 74 05 45 33 f6 eb 0b 48 8b cb e8 4a 99 fd ff 4c 8b f0 4d 85 f6 75 0f bb 2e | ....H..t.E3...H...J...L..M..u... |
| 360a0 | 0d 00 00 bd 5f 3f 00 00 e9 99 09 00 00 49 8b 46 08 49 8b ce 48 8b 15 b5 0c 07 00 4c 8b 80 90 00 | ...._?.......I.F.I..H......L.... |
| 360c0 | 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 a6 8a 01 00 4c 8b f8 48 85 c0 75 0f bb 2e 0d 00 00 bd | ..M..t.A..........L..H..u....... |
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| 36160 | 74 05 49 ff 06 eb 1b ff 15 bb 8a 01 00 48 85 c0 74 05 45 33 f6 eb 0b 48 8b cb e8 61 98 fd ff 4c | t.I..........H..t.E3...H...a...L |
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| 361a0 | 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 c0 89 01 00 48 89 84 24 a0 00 00 00 | .L......M..t.A..........H..$.... |
| 361c0 | 48 8b d8 48 85 c0 75 18 48 8b 35 89 0d 02 00 bb 2e 0d 00 00 bd 66 3f 00 00 33 ff e9 dd 04 00 00 | H..H..u.H.5..........f?..3...... |
| 361e0 | 49 83 2e 01 75 09 49 8b ce ff 15 19 88 01 00 48 8b 0d 52 19 07 00 45 33 f6 48 8b 41 18 48 39 05 | I...u.I........H..R...E3.H.A.H9. |
| 36200 | 5c 14 07 00 75 21 48 8b 05 53 1f 07 00 48 85 c0 74 0c 48 ff 00 4c 8b 2d 44 1f 07 00 eb 5f 48 8b | \...u!H..S...H..t.H..L.-D...._H. |
| 36220 | 0d 33 07 07 00 eb 4e 48 8b 3d 2a 07 07 00 48 8b d7 4c 8b 47 18 ff 15 cd 85 01 00 4c 8b e8 48 8b | .3....NH.=*...H..L.G.......L..H. |
| 36240 | 05 03 19 07 00 48 8b 48 18 48 89 0d 10 14 07 00 4c 89 2d 09 1f 07 00 4d 85 ed 74 06 49 ff 45 00 | .....H.H.H......L.-....M..t.I.E. |
| 36260 | eb 1b ff 15 c0 89 01 00 48 85 c0 74 05 45 33 ed eb 0b 48 8b cf e8 66 97 fd ff 4c 8b e8 4d 85 ed | ........H..t.E3...H...f...L..M.. |
| 36280 | 75 0a bd 69 3f 00 00 e9 0f 04 00 00 49 8b 45 08 49 8b cd 48 8b 15 26 12 07 00 4c 8b 80 90 00 00 | u..i?.......I.E.I..H..&...L..... |
| 362a0 | 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 c7 88 01 00 4c 8b e0 48 85 c0 75 0a bd 6b 3f 00 00 e9 d8 | .M..t.A..........L..H..u..k?.... |
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| 36320 | 53 48 8b 84 24 88 00 00 00 48 8d 94 24 d8 00 00 00 48 89 84 24 d8 00 00 00 44 8d 47 02 8b c7 49 | SH..$....H..$....H..$....D.G...I |
| 36340 | 8b cc 48 c1 e0 03 48 2b d0 4c 89 ac 24 d0 00 00 00 48 89 ac 24 e0 00 00 00 e8 82 8c fd ff 4c 8b | ..H...H+.L..$....H..$.........L. |
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| 36380 | ff 15 a2 86 01 00 85 c0 0f 84 a2 00 00 00 4d 8b 44 24 10 41 8b 48 10 8b c1 83 e0 8d 3d 80 00 00 | ..............M.D$.A.H......=... |
| 363a0 | 00 0f 85 89 00 00 00 48 8b 84 24 88 00 00 00 48 8d 94 24 f0 00 00 00 48 89 84 24 f0 00 00 00 44 | .......H..$....H..$....H..$....D |
| 363c0 | 8d 57 02 8b c7 48 c1 e0 03 48 2b d0 4c 89 ac 24 e8 00 00 00 48 89 ac 24 f8 00 00 00 4d 8b 58 08 | .W...H...H+.L..$....H..$....M.X. |
| 363e0 | f6 c1 20 74 04 33 c0 eb 05 49 8b 44 24 18 f6 c1 02 4d 8b c2 48 8b c8 74 08 45 33 c9 41 ff d3 eb | ...t.3...I.D$....M..H..t.E3.A... |
| 36400 | 03 41 ff d3 4c 8b f0 48 85 c0 75 0a bd 85 3f 00 00 e9 85 02 00 00 4d 85 ed 74 10 49 83 6d 00 01 | .A..L..H..u...?.......M..t.I.m.. |
| 36420 | 75 09 49 8b cd ff 15 dd 85 01 00 45 33 ed eb 7a 48 8d 4f 02 ff 15 fe 86 01 00 48 89 84 24 80 00 | u.I........E3..zH.O.......H..$.. |
| 36440 | 00 00 48 85 c0 75 0a bd 8b 3f 00 00 e9 4a 02 00 00 4d 85 ed 74 07 4c 89 68 18 45 33 ed 48 8b 8c | ..H..u...?...J...M..t.L.h.E3.H.. |
| 36460 | 24 88 00 00 00 45 33 c0 48 8b d0 48 ff 01 48 89 4c f8 18 49 8b cc 48 ff 45 00 48 89 6c f8 20 e8 | $....E3.H..H..H.L..I..H.E.H.l... |
| 36480 | fc 8e fd ff 4c 8b f0 48 85 c0 75 0a bd 96 3f 00 00 e9 05 02 00 00 48 8b 8c 24 80 00 00 00 48 83 | ....L..H..u...?.......H..$....H. |
| 364a0 | 29 01 75 06 ff 15 5e 85 01 00 49 83 2c 24 01 75 09 49 8b cc ff 15 4e 85 01 00 48 8b 05 77 85 01 | ).u...^...I.,$.u.I....N...H..w.. |
| 364c0 | 00 45 33 e4 33 ff 48 39 43 08 75 33 4c 8b 63 18 4d 85 e4 74 2a 48 8b 43 10 48 8b cb 49 ff 04 24 | .E3.3.H9C.u3L.c.M..t*H.C.H..I..$ |
| 364e0 | 48 8b d8 48 89 84 24 a0 00 00 00 48 ff 00 48 83 29 01 75 06 ff 15 0e 85 01 00 bf 01 00 00 00 48 | H..H..$....H..H.).u............H |
| 36500 | 8b 4b 08 48 3b 0d 6e 87 01 00 0f 85 85 00 00 00 48 8b 94 24 90 00 00 00 44 8d 47 02 48 89 94 24 | .K.H;.n.........H..$....D.G.H..$ |
| 36520 | 10 01 00 00 48 8b cb 8b c7 48 8d 94 24 08 01 00 00 48 c1 e0 03 48 2b d0 4c 89 a4 24 00 01 00 00 | ....H....H..$....H...H+.L..$.... |
| 36540 | 4c 89 b4 24 08 01 00 00 e8 93 8a fd ff 48 8b f0 48 85 c0 75 16 33 ff bd aa 3f 00 00 33 c9 48 89 | L..$.........H..H..u.3...?..3.H. |
| 36560 | 8c 24 80 00 00 00 e9 32 01 00 00 4d 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff 15 88 84 01 00 | .$.....2...M..t.I.,$.u.I........ |
| 36580 | 45 33 e4 49 83 2e 01 0f 85 65 01 00 00 49 8b ce e9 57 01 00 00 48 8b 15 3c 87 01 00 48 3b ca 74 | E3.I.....e...I...W...H..<...H;.t |
| 365a0 | 0e ff 15 81 84 01 00 85 c0 0f 84 8f 00 00 00 4c 8b 43 10 41 8b 48 10 8b c1 83 e0 8d 3d 80 00 00 | ...............L.C.A.H......=... |
| 365c0 | 00 75 7b 48 8b 94 24 90 00 00 00 44 8d 57 02 48 89 94 24 28 01 00 00 48 8d 94 24 20 01 00 00 8b | .u{H..$....D.W.H..$(...H..$..... |
| 365e0 | c7 48 c1 e0 03 48 2b d0 4c 89 a4 24 18 01 00 00 4c 89 b4 24 20 01 00 00 4d 8b 58 08 f6 c1 20 74 | .H...H+.L..$....L..$....M.X....t |
| 36600 | 04 33 c0 eb 04 48 8b 43 18 f6 c1 02 4d 8b c2 48 8b c8 74 08 45 33 c9 41 ff d3 eb 03 41 ff d3 48 | .3...H.C....M..H..t.E3.A....A..H |
| 36620 | 8b f0 48 85 c0 0f 85 40 ff ff ff 33 ff bd b3 3f 00 00 33 c9 48 89 8c 24 80 00 00 00 eb 5f 48 8d | ..H....@...3...?..3.H..$....._H. |
| 36640 | 4f 02 ff 15 f0 84 01 00 48 89 84 24 80 00 00 00 48 85 c0 75 07 bd ba 3f 00 00 eb 3f 4d 85 e4 74 | O.......H..$....H..u...?...?M..t |
| 36660 | 07 4c 89 60 18 45 33 e4 48 8b 8c 24 90 00 00 00 45 33 c0 4c 89 74 f8 18 48 8b d0 45 33 f6 48 ff | .L.`.E3.H..$....E3.L.t..H..E3.H. |
| 36680 | 01 48 89 4c f8 20 48 8b cb e8 f2 8c fd ff 48 8b f0 48 85 c0 75 48 bd c5 3f 00 00 33 ff bb 2e 0d | .H.L..H.......H..H..uH..?..3.... |
| 366a0 | 00 00 48 8b 35 af 08 02 00 48 8b 8c 24 a0 00 00 00 48 83 29 01 75 06 ff 15 4b 83 01 00 4d 85 f6 | ..H.5....H..$....H.).u...K...M.. |
| 366c0 | 0f 84 d0 00 00 00 49 83 2e 01 0f 85 c6 00 00 00 49 8b ce ff 15 2f 83 01 00 e9 b8 00 00 00 48 8b | ......I.........I..../........H. |
| 366e0 | 8c 24 80 00 00 00 48 83 29 01 75 06 ff 15 16 83 01 00 48 83 2b 01 75 09 48 8b cb ff 15 07 83 01 | .$....H.).u.......H.+.u.H....... |
| 36700 | 00 48 8b 05 30 83 01 00 33 db 49 39 47 08 75 35 49 8b 5f 18 48 85 db 74 2c 49 8b 7f 10 49 8b cf | .H..0...3.I9G.u5I._.H..t,I...I.. |
| 36720 | 48 ff 03 4c 8b ff 48 ff 07 48 83 29 01 75 06 ff 15 d3 82 01 00 4c 8b c6 48 8b d3 48 8b cf e8 4d | H..L..H..H.).u.......L..H..H...M |
| 36740 | 84 fd ff eb 0b 48 8b d6 49 8b cf e8 70 85 fd ff 48 8b f8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b | .....H..I...p...H..H..t.H.+.u.H. |
| 36760 | cb ff 15 a1 82 01 00 48 83 2e 01 75 09 48 8b ce ff 15 92 82 01 00 48 85 ff 75 3c 33 c9 bd d7 3f | .......H...u.H........H..u<3...? |
| 36780 | 00 00 48 89 8c 24 80 00 00 00 bb 2e 0d 00 00 48 8b 35 c2 07 02 00 4d 85 ff 0f 84 6f 01 00 00 49 | ..H..$.........H.5....M....o...I |
| 367a0 | 83 2f 01 0f 85 65 01 00 00 49 8b cf ff 15 56 82 01 00 e9 57 01 00 00 49 83 2f 01 75 09 49 8b cf | ./...e...I....V....W...I./.u.I.. |
| 367c0 | ff 15 42 82 01 00 48 8b cf e8 b2 22 fd ff 8b d8 85 c0 79 0f bb 2e 0d 00 00 bd da 3f 00 00 e9 1a | ..B...H...."......y........?.... |
| 367e0 | 01 00 00 48 83 2f 01 75 09 48 8b cf ff 15 16 82 01 00 85 db 74 68 48 8b 15 fb 14 07 00 45 33 c0 | ...H./.u.H..........thH......E3. |
| 36800 | 48 8b 0d d9 17 07 00 e8 74 8b fd ff 48 8b d8 48 85 c0 75 18 48 8b 35 3d 07 02 00 bb 2f 0d 00 00 | H.......t...H..H..u.H.5=..../... |
| 36820 | bd e5 3f 00 00 33 ff e9 fe 00 00 00 45 33 c9 48 8b cb e8 99 89 fd ff 48 83 2b 01 75 09 48 8b cb | ..?..3......E3.H.......H.+.u.H.. |
| 36840 | ff 15 c2 81 01 00 48 8b 35 0b 07 02 00 bb 2f 0d 00 00 bd e9 3f 00 00 33 ff e9 cc 00 00 00 48 8b | ......H.5...../.....?..3......H. |
| 36860 | 84 24 a8 00 00 00 48 8d 0d 03 ed fc ff 48 8b 9c 24 90 00 00 00 4c 8b 84 24 b8 00 00 00 c7 44 24 | .$....H......H..$....L..$.....D$ |
| 36880 | 60 01 00 00 00 48 8b b8 c8 00 00 00 48 8d 50 18 4c 8b cf 48 ff 07 48 8b 05 db 04 07 00 48 89 44 | `....H......H.P.L..H..H......H.D |
| 368a0 | 24 58 48 8b 05 07 0b 07 00 48 89 5c 24 50 c7 44 24 48 01 00 00 00 48 89 44 24 40 48 8b 05 d6 ff | $XH......H.\$P.D$H....H.D$@H.... |
| 368c0 | 06 00 48 89 6c 24 38 c7 44 24 30 01 00 00 00 48 89 44 24 28 48 8b 84 24 88 00 00 00 48 89 44 24 | ..H.l$8.D$0....H.D$(H..$....H.D$ |
| 368e0 | 20 ff 15 c9 19 07 00 48 8b f0 48 85 c0 0f 85 82 00 00 00 bb 31 0d 00 00 bd 06 40 00 00 33 c9 48 | .......H..H.........1.....@..3.H |
| 36900 | 89 8c 24 80 00 00 00 48 8b 35 4a 06 02 00 48 85 ff 74 0f 48 83 2f 01 75 09 48 8b cf ff 15 e6 80 | ..$....H.5J...H..t.H./.u.H...... |
| 36920 | 01 00 48 8b bc 24 80 00 00 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 c9 80 01 00 4d | ..H..$....M..t.I.m..u.I........M |
| 36940 | 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff 15 b4 80 01 00 48 85 ff 0f 84 f0 00 00 00 48 83 2f | ..t.I.,$.u.I........H........H./ |
| 36960 | 01 0f 85 e6 00 00 00 48 8b cf ff 15 98 80 01 00 e9 d8 00 00 00 48 83 2f 01 0f 85 f4 00 00 00 48 | .......H.............H./.......H |
| 36980 | 8b cf ff 15 80 80 01 00 e9 e6 00 00 00 48 8b 0d d4 01 07 00 48 3b 0d ad 81 01 00 48 8b 15 4e 12 | .............H......H;.....H..N. |
| 369a0 | 07 00 74 21 48 8b 42 08 f7 80 a8 00 00 00 00 00 00 10 74 09 48 3b 05 35 7e 01 00 75 08 ff 15 cd | ..t!H.B...........t.H;.5~..u.... |
| 369c0 | 7f 01 00 eb 06 ff 15 4d 82 01 00 4c 8b f0 48 85 c0 75 07 bd 46 3f 00 00 eb 67 48 8b 0d ff 15 07 | .......M...L..H..u..F?...gH..... |
| 369e0 | 00 49 8b d6 e8 d7 82 fd ff 48 8b d8 48 85 c0 75 22 bb 2b 0d 00 00 bd 48 3f 00 00 49 83 2e 01 48 | .I.......H..H..u".+....H?..I...H |
| 36a00 | 8b 35 52 05 02 00 75 45 49 8b ce ff 15 f7 7f 01 00 eb 3a 49 83 2e 01 75 09 49 8b ce ff 15 e6 7f | .5R...uEI.........:I...u.I...... |
| 36a20 | 01 00 45 33 c9 48 8b cb e8 a3 87 fd ff 48 83 2b 01 75 09 48 8b cb ff 15 cc 7f 01 00 bd 4d 3f 00 | ..E3.H.......H.+.u.H.........M?. |
| 36a40 | 00 bb 2b 0d 00 00 48 8b 35 0b 05 02 00 4c 8b ce 48 8d 0d c9 e2 06 00 44 8b c3 8b d5 e8 ff 4d fd | ..+...H.5....L..H......D......M. |
| 36a60 | ff 33 f6 48 8b 9c 24 90 00 00 00 48 8b ac 24 98 00 00 00 48 8b 84 24 88 00 00 00 48 85 c0 74 0f | .3.H..$....H..$....H..$....H..t. |
| 36a80 | 48 83 28 01 75 09 48 8b c8 ff 15 79 7f 01 00 48 85 ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff 15 | H.(.u.H....y...H..t.H.m..u.H.... |
| 36aa0 | 64 7f 01 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 50 7f 01 00 48 8b c6 48 8b 8c 24 30 | d...H..t.H.+.u.H....P...H..H..$0 |
| 36ac0 | 01 00 00 48 33 cc e8 05 0e fd ff 48 81 c4 48 01 00 00 41 5f 41 5e 41 5d 41 5c 5f 5e 5d 5b c3 cc | ...H3......H..H...A_A^A]A\_^][.. |
| 36ae0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 | ................H.\$.UVWATAUAVAW |
| 36b00 | 48 83 ec 70 48 8b 05 55 49 04 00 48 33 c4 48 89 44 24 68 4c 8b 3d 2e 80 01 00 45 33 ed 48 8b 72 | H..pH..UI..H3.H.D$hL.=....E3.H.r |
| 36b20 | 10 0f 57 c0 48 89 4c 24 40 4d 8b e0 4c 89 6c 24 58 48 8b fa 4c 89 7c 24 60 45 8b f5 48 8b c6 f3 | ..W.H.L$@M..L.l$XH..L.|$`E..H... |
| 36b40 | 0f 7f 44 24 48 4d 85 c0 0f 84 06 02 00 00 48 85 f6 74 42 48 83 e8 01 74 31 48 83 e8 01 74 22 48 | ..D$HM........H..tBH...t1H...t"H |
| 36b60 | 83 e8 01 74 13 48 83 f8 01 0f 85 f5 01 00 00 4c 8b 7a 30 4c 89 7c 24 60 4c 8b 72 28 4c 89 74 24 | ...t.H.........L.z0L.|$`L.r(L.t$ |
| 36b80 | 58 48 8b 42 20 48 89 44 24 50 48 8b 6a 18 48 89 6c 24 48 eb 05 48 8b 6c 24 48 49 8b cc ff 15 6d | XH.B.H.D$PH.j.H.l$H..H.l$HI....m |
| 36ba0 | 7f 01 00 48 8b d8 48 8b c6 48 85 f6 74 17 48 83 e8 01 74 39 48 83 e8 01 74 58 48 83 f8 01 74 7a | ...H..H..H..t.H...t9H...tXH...tz |
| 36bc0 | e9 a2 00 00 00 48 8b 15 a4 00 07 00 49 8b cc 4c 8b 42 18 ff 15 2f 7c 01 00 48 89 44 24 48 48 8b | .....H......I..L.B.../|..H.D$HH. |
| 36be0 | e8 48 85 c0 0f 84 64 01 00 00 48 ff cb 48 8b 15 34 06 07 00 49 8b cc 4c 8b 42 18 ff 15 07 7c 01 | .H....d...H..H..4...I..L.B....|. |
| 36c00 | 00 48 89 44 24 50 48 85 c0 0f 84 f5 00 00 00 48 ff cb 48 8b 15 af 07 07 00 49 8b cc 4c 8b 42 18 | .H.D$PH........H..H......I..L.B. |
| 36c20 | ff 15 e2 7b 01 00 48 89 44 24 58 4c 8b f0 48 85 c0 0f 84 80 00 00 00 48 ff cb 48 85 db 0f 8e ae | ...{..H.D$XL..H........H..H..... |
| 36c40 | 01 00 00 48 8b 15 5e 01 07 00 49 8b cc 4c 8b 42 18 ff 15 b1 7b 01 00 48 85 c0 74 0b 4c 8b f8 48 | ...H..^...I..L.B....{..H..t.L..H |
| 36c60 | 89 44 24 60 48 ff cb 48 85 db 0f 8e 81 01 00 00 48 8d 05 29 e1 06 00 49 8b cc 48 89 44 24 28 4c | .D$`H..H........H..)...I..H.D$(L |
| 36c80 | 8d 4c 24 48 48 8d 15 05 62 06 00 48 89 74 24 20 e8 1b 88 fd ff 85 c0 79 0a ba cd 3d 00 00 e9 1c | .L$HH...b..H.t$........y...=.... |
| 36ca0 | 01 00 00 4c 8b 7c 24 60 4c 8b 74 24 58 48 8b 6c 24 48 e9 3a 01 00 00 48 8b 0d ea 7b 01 00 48 8d | ...L.|$`L.t$XH.l$H.:...H...{..H. |
| 36cc0 | 05 27 ac 06 00 48 c7 44 24 30 02 00 00 00 4c 8d 0d a3 b8 06 00 48 89 44 24 28 4c 8d 05 cf e0 06 | .'...H.D$0....L......H.D$(L..... |
| 36ce0 | 00 48 8d 15 40 b8 06 00 48 c7 44 24 20 03 00 00 00 48 8b 09 ff 15 86 7d 01 00 ba c3 3d 00 00 e9 | .H..@...H.D$.....H.....}....=... |
| 36d00 | bb 00 00 00 48 8b 0d 9d 7b 01 00 48 8d 05 da ab 06 00 48 c7 44 24 30 01 00 00 00 4c 8d 0d 56 b8 | ....H...{..H......H.D$0....L..V. |
| 36d20 | 06 00 48 89 44 24 28 4c 8d 05 92 e0 06 00 48 8d 15 f3 b7 06 00 48 c7 44 24 20 03 00 00 00 48 8b | ..H.D$(L......H......H.D$.....H. |
| 36d40 | 09 ff 15 39 7d 01 00 ba bd 3d 00 00 eb 71 48 8b 77 10 eb 10 48 83 e8 03 0f 84 82 00 00 00 48 83 | ...9}....=...qH.w...H.........H. |
| 36d60 | f8 01 74 78 48 8b 0d 3d 7b 01 00 48 8d 05 fe b7 06 00 48 83 fe 03 48 89 74 24 30 4c 8d 0d f6 b7 | ..txH..={..H......H...H.t$0L.... |
| 36d80 | 06 00 41 0f 9d c5 4c 8d 05 03 e0 06 00 48 8b 09 48 8d 15 91 b7 06 00 49 83 c5 03 48 83 fe 03 4c | ..A...L......H..H......I...H...L |
| 36da0 | 0f 4d c8 48 8d 05 42 ab 06 00 48 89 44 24 28 4c 89 6c 24 20 ff 15 c6 7c 01 00 ba e1 3d 00 00 4c | .M.H..B...H.D$(L.l$....|....=..L |
| 36dc0 | 8b 0d 92 01 02 00 48 8d 0d 8b df 06 00 41 b8 a7 0c 00 00 e8 88 4a fd ff 33 c0 eb 2f 4c 8b 7a 30 | ......H......A.......J..3../L.z0 |
| 36de0 | 48 8b 42 20 4c 8b 72 28 48 8b 6a 18 48 89 44 24 50 4c 8b 44 24 50 4d 8b ce 48 8b 4c 24 40 48 8b | H.B.L.r(H.j.H.D$PL.D$PM..H.L$@H. |
| 36e00 | d5 4c 89 7c 24 20 e8 25 e9 ff ff 48 8b 4c 24 68 48 33 cc e8 b8 0a fd ff 48 8b 9c 24 c8 00 00 00 | .L.|$..%...H.L$hH3......H..$.... |
| 36e20 | 48 83 c4 70 41 5f 41 5e 41 5d 41 5c 5f 5e 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..pA_A^A]A\_^]................. |
| 36e40 | 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 4c 8b ca 48 8b 05 70 0e 07 00 | L..I.[.WH......H......L..H..p... |
| 36e60 | 48 8d 51 18 c7 44 24 70 00 00 00 00 48 ff 03 48 8b 0d ea fd 06 00 49 89 4b e0 49 89 43 d8 c7 44 | H.Q..D$p....H..H......I.K.I.C..D |
| 36e80 | 24 58 00 00 00 00 49 89 4b c8 48 8d 0d 4f b9 fc ff 49 89 43 c0 48 8b 05 34 fe 06 00 c7 44 24 40 | $X....I.K.H..O...I.C.H..4....D$@ |
| 36ea0 | 06 00 00 00 49 89 43 b0 4d 89 4b a8 4c 8b cb c7 44 24 28 00 00 00 00 c7 44 24 20 01 00 00 00 ff | ....I.C.M.K.L...D$(.....D$...... |
| 36ec0 | 15 0b 0c 07 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 7b 00 02 00 48 85 c9 | .....H..H..H..H..H..uBH.={...H.. |
| 36ee0 | 75 09 48 8b cb ff 15 1d 7b 01 00 4c 8b cf 48 8d 0d db de 06 00 ba 70 3d 00 00 41 b8 a2 0c 00 00 | u.H.....{..L..H.......p=..A..... |
| 36f00 | e8 5b 49 fd ff 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b cb | .[I..3.H..$....H......_.H..u.H.. |
| 36f20 | ff 15 e2 7a 01 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc | ...z..H..H..$....H......_....... |
| 36f40 | 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 41 54 41 55 41 56 41 57 48 81 ec 90 00 00 00 48 | L..I.[.I.k.I.s.WATAUAVAWH......H |
| 36f60 | 8b 3d e2 7b 01 00 45 33 ff 48 8b 5a 10 4d 8b e0 4d 89 7b c8 48 8b ea 49 89 7b d0 4c 8b e9 41 8b | .=.{..E3.H.Z.M..M.{.H..I.{.L..A. |
| 36f80 | f7 48 8b c3 4d 85 c0 0f 84 fa 00 00 00 48 85 db 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 f9 00 | .H..M........H..t$H...t.H....... |
| 36fa0 | 00 00 48 8b 7a 20 49 89 7b d0 48 8b 72 18 48 89 b4 24 80 00 00 00 49 8b cc ff 15 51 7b 01 00 4c | ..H.z.I.{.H.r.H..$....I....Q{..L |
| 36fc0 | 8b f0 48 8b c3 48 85 db 74 08 48 83 f8 01 74 2d eb 5b 48 8b 15 77 fe 06 00 49 8b cc 4c 8b 42 18 | ..H..H..t.H...t-.[H..w...I..L.B. |
| 36fe0 | ff 15 22 78 01 00 48 89 84 24 80 00 00 00 48 8b f0 48 85 c0 0f 84 87 00 00 00 49 ff ce 4d 85 f6 | .."x..H..$....H..H........I..M.. |
| 37000 | 0f 8e 22 01 00 00 48 8b 15 9b fd 06 00 49 8b cc 4c 8b 42 18 ff 15 ee 77 01 00 48 85 c0 74 0e 48 | .."...H......I..L.B....w..H..t.H |
| 37020 | 8b f8 48 89 84 24 88 00 00 00 49 ff ce 4d 85 f6 0f 8e f2 00 00 00 48 8d 05 03 de 06 00 49 8b cc | ..H..$....I..M........H......I.. |
| 37040 | 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 ac a6 06 00 48 89 5c 24 20 e8 52 84 fd ff 85 c0 | H.D$(L..$....H......H.\$..R..... |
| 37060 | 79 0a ba 37 3d 00 00 e9 94 00 00 00 48 8b bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 e9 a7 00 00 | y..7=.......H..$....H..$........ |
| 37080 | 00 48 8b 5d 10 eb 14 48 83 e8 01 0f 84 93 00 00 00 48 83 f8 01 0f 84 85 00 00 00 48 83 fb 01 48 | .H.]...H.........H.........H...H |
| 370a0 | 89 5c 24 30 48 8d 0d 6d 13 07 00 41 0f 9d c7 48 8d 05 36 a8 06 00 48 0f 4c c1 4c 8d 0d b7 b4 06 | .\$0H..m...A...H..6...H.L.L..... |
| 370c0 | 00 49 ff c7 48 89 44 24 28 48 83 fb 01 4c 89 7c 24 20 48 8d 0d 97 b4 06 00 4c 0f 4d c9 4c 8d 05 | .I..H.D$(H...L.|$.H......L.M.L.. |
| 370e0 | 4c dd 06 00 48 8b 0d bd 77 01 00 48 8d 15 36 b4 06 00 48 8b 09 ff 15 85 79 01 00 ba 47 3d 00 00 | L...H...w..H..6...H.....y...G=.. |
| 37100 | 4c 8b 0d 51 fe 01 00 48 8d 0d f2 dc 06 00 41 b8 74 0c 00 00 e8 47 47 fd ff 33 c0 e9 d1 00 00 00 | L..Q...H......A.t....GG..3...... |
| 37120 | 48 8b 7a 20 48 8b 72 18 48 8b 05 a1 0b 07 00 49 8d 55 18 49 8b 9d c8 00 00 00 4c 8b c7 44 89 7c | H.z.H.r.H......I.U.I......L..D.| |
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| 37160 | 4c 24 50 48 8d 0d 76 b6 fc ff 48 89 44 24 48 48 8b 05 5a fb 06 00 c7 44 24 40 06 00 00 00 48 89 | L$PH..v...H.D$HH..Z....D$@....H. |
| 37180 | 44 24 38 48 89 74 24 30 44 89 7c 24 28 c7 44 24 20 01 00 00 00 ff 15 35 09 07 00 48 8b 0b 48 8b | D$8H.t$0D.|$(.D$.......5...H..H. |
| 371a0 | f8 48 ff c9 48 89 0b 48 85 c0 75 31 48 8b 3d a5 fd 01 00 48 85 c9 75 09 48 8b cb ff 15 47 78 01 | .H..H..H..u1H.=....H..u.H....Gx. |
| 371c0 | 00 4c 8b cf 48 8d 0d 05 dc 06 00 ba 70 3d 00 00 41 b8 a2 0c 00 00 e8 85 46 fd ff eb 11 48 85 c9 | .L..H.......p=..A.......F....H.. |
| 371e0 | 75 09 48 8b cb ff 15 1d 78 01 00 4c 8b ff 49 8b c7 4c 8d 9c 24 90 00 00 00 49 8b 5b 30 49 8b 6b | u.H.....x..L..I..L..$....I.[0I.k |
| 37200 | 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 8I.s@I..A_A^A]A\_............... |
| 37220 | 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 4c 8b ca 48 8b 05 90 0a 07 00 | L..I.[.WH......H......L..H...... |
| 37240 | 48 8d 51 18 c7 44 24 70 00 00 00 00 48 ff 03 48 8b 0d 0a fa 06 00 49 89 4b e0 49 89 43 d8 c7 44 | H.Q..D$p....H..H......I.K.I.C..D |
| 37260 | 24 58 00 00 00 00 49 89 4b c8 48 8d 0d 6f b6 fc ff 49 89 43 c0 48 8b 05 e4 02 07 00 c7 44 24 40 | $X....I.K.H..o...I.C.H.......D$@ |
| 37280 | 07 00 00 00 49 89 43 b0 4d 89 4b a8 4c 8b cb c7 44 24 28 00 00 00 00 c7 44 24 20 01 00 00 00 ff | ....I.C.M.K.L...D$(.....D$...... |
| 372a0 | 15 2b 08 07 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 9b fc 01 00 48 85 c9 | .+...H..H..H..H..H..uBH.=....H.. |
| 372c0 | 75 09 48 8b cb ff 15 3d 77 01 00 4c 8b cf 48 8d 0d 7b db 06 00 ba ec 3c 00 00 41 b8 6f 0c 00 00 | u.H....=w..L..H..{.....<..A.o... |
| 372e0 | e8 7b 45 fd ff 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b cb | .{E..3.H..$....H......_.H..u.H.. |
| 37300 | ff 15 02 77 01 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc | ...w..H..H..$....H......_....... |
| 37320 | 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 41 54 41 55 41 56 41 57 48 81 ec 90 00 00 00 48 | L..I.[.I.k.I.s.WATAUAVAWH......H |
| 37340 | 8b 3d 02 78 01 00 45 33 ff 48 8b 5a 10 4d 8b e0 4d 89 7b c8 48 8b ea 49 89 7b d0 4c 8b e9 41 8b | .=.x..E3.H.Z.M..M.{.H..I.{.L..A. |
| 37360 | f7 48 8b c3 4d 85 c0 0f 84 fa 00 00 00 48 85 db 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 f9 00 | .H..M........H..t$H...t.H....... |
| 37380 | 00 00 48 8b 7a 20 49 89 7b d0 48 8b 72 18 48 89 b4 24 80 00 00 00 49 8b cc ff 15 71 77 01 00 4c | ..H.z.I.{.H.r.H..$....I....qw..L |
| 373a0 | 8b f0 48 8b c3 48 85 db 74 08 48 83 f8 01 74 2d eb 5b 48 8b 15 bf f4 06 00 49 8b cc 4c 8b 42 18 | ..H..H..t.H...t-.[H......I..L.B. |
| 373c0 | ff 15 42 74 01 00 48 89 84 24 80 00 00 00 48 8b f0 48 85 c0 0f 84 87 00 00 00 49 ff ce 4d 85 f6 | ..Bt..H..$....H..H........I..M.. |
| 373e0 | 0f 8e 22 01 00 00 48 8b 15 bb f9 06 00 49 8b cc 4c 8b 42 18 ff 15 0e 74 01 00 48 85 c0 74 0e 48 | .."...H......I..L.B....t..H..t.H |
| 37400 | 8b f8 48 89 84 24 88 00 00 00 49 ff ce 4d 85 f6 0f 8e f2 00 00 00 48 8d 05 8b da 06 00 49 8b cc | ..H..$....I..M........H......I.. |
| 37420 | 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 1c 55 06 00 48 89 5c 24 20 e8 72 80 fd ff 85 c0 | H.D$(L..$....H...U..H.\$..r..... |
| 37440 | 79 0a ba b3 3c 00 00 e9 94 00 00 00 48 8b bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 e9 a7 00 00 | y...<.......H..$....H..$........ |
| 37460 | 00 48 8b 5d 10 eb 14 48 83 e8 01 0f 84 93 00 00 00 48 83 f8 01 0f 84 85 00 00 00 48 83 fb 01 48 | .H.]...H.........H.........H...H |
| 37480 | 89 5c 24 30 48 8d 0d 8d 0f 07 00 41 0f 9d c7 48 8d 05 56 a4 06 00 48 0f 4c c1 4c 8d 0d d7 b0 06 | .\$0H......A...H..V...H.L.L..... |
| 374a0 | 00 49 ff c7 48 89 44 24 28 48 83 fb 01 4c 89 7c 24 20 48 8d 0d b7 b0 06 00 4c 0f 4d c9 4c 8d 05 | .I..H.D$(H...L.|$.H......L.M.L.. |
| 374c0 | dc d9 06 00 48 8b 0d dd 73 01 00 48 8d 15 56 b0 06 00 48 8b 09 ff 15 a5 75 01 00 ba c3 3c 00 00 | ....H...s..H..V...H.....u....<.. |
| 374e0 | 4c 8b 0d 71 fa 01 00 48 8d 0d 8a d9 06 00 41 b8 1c 0c 00 00 e8 67 43 fd ff 33 c0 e9 d1 00 00 00 | L..q...H......A......gC..3...... |
| 37500 | 48 8b 7a 20 48 8b 72 18 48 8b 05 c1 07 07 00 49 8d 55 18 49 8b 9d c8 00 00 00 4c 8b c7 44 89 7c | H.z.H.r.H......I.U.I......L..D.| |
| 37520 | 24 70 4c 8b cb 48 ff 03 48 8b 0d 31 f7 06 00 48 89 4c 24 68 48 89 44 24 60 44 89 7c 24 58 48 89 | $pL..H..H..1...H.L$hH.D$`D.|$XH. |
| 37540 | 4c 24 50 48 8d 0d 96 b3 fc ff 48 89 44 24 48 48 8b 05 0a 00 07 00 c7 44 24 40 07 00 00 00 48 89 | L$PH......H.D$HH.......D$@....H. |
| 37560 | 44 24 38 48 89 74 24 30 44 89 7c 24 28 c7 44 24 20 01 00 00 00 ff 15 55 05 07 00 48 8b 0b 48 8b | D$8H.t$0D.|$(.D$.......U...H..H. |
| 37580 | f8 48 ff c9 48 89 0b 48 85 c0 75 31 48 8b 3d c5 f9 01 00 48 85 c9 75 09 48 8b cb ff 15 67 74 01 | .H..H..H..u1H.=....H..u.H....gt. |
| 375a0 | 00 4c 8b cf 48 8d 0d a5 d8 06 00 ba ec 3c 00 00 41 b8 6f 0c 00 00 e8 a5 42 fd ff eb 11 48 85 c9 | .L..H........<..A.o.....B....H.. |
| 375c0 | 75 09 48 8b cb ff 15 3d 74 01 00 4c 8b ff 49 8b c7 4c 8d 9c 24 90 00 00 00 49 8b 5b 30 49 8b 6b | u.H....=t..L..I..L..$....I.[0I.k |
| 375e0 | 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 8I.s@I..A_A^A]A\_............... |
| 37600 | 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 4c 8b ca 48 8b 05 b0 06 07 00 | L..I.[.WH......H......L..H...... |
| 37620 | 48 8d 51 18 c7 44 24 70 00 00 00 00 48 ff 03 48 8b 0d 2a f6 06 00 49 89 4b e0 49 89 43 d8 c7 44 | H.Q..D$p....H..H..*...I.K.I.C..D |
| 37640 | 24 58 00 00 00 00 49 89 4b c8 48 8d 0d af ae fc ff 49 89 43 c0 48 8b 05 b4 f8 06 00 c7 44 24 40 | $X....I.K.H......I.C.H.......D$@ |
| 37660 | 09 00 00 00 49 89 43 b0 4d 89 4b a8 4c 8b cb c7 44 24 28 00 00 00 00 c7 44 24 20 01 00 00 00 ff | ....I.C.M.K.L...D$(.....D$...... |
| 37680 | 15 4b 04 07 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d bb f8 01 00 48 85 c9 | .K...H..H..H..H..H..uBH.=....H.. |
| 376a0 | 75 09 48 8b cb ff 15 5d 73 01 00 4c 8b cf 48 8d 0d fb d7 06 00 ba 68 3c 00 00 41 b8 17 0c 00 00 | u.H....]s..L..H.......h<..A..... |
| 376c0 | e8 9b 41 fd ff 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b cb | ..A..3.H..$....H......_.H..u.H.. |
| 376e0 | ff 15 22 73 01 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc | .."s..H..H..$....H......_....... |
| 37700 | 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 41 56 41 57 48 81 ec 90 00 00 00 48 8b 3d 76 03 | L..I.[.I.k.I.s.WAVAWH......H.=v. |
| 37720 | 07 00 4d 8b f0 48 8b 1d 1c 74 01 00 4c 8b f9 48 8b 6a 10 49 89 7b d8 48 8b c5 49 89 5b e0 4d 85 | ..M..H...t..L..H.j.I.{.H..I.[.M. |
| 37740 | c0 0f 84 f9 00 00 00 48 85 ed 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 fd 00 00 00 48 8b 5a 20 | .......H..t$H...t.H.........H.Z. |
| 37760 | 49 89 5b e0 48 8b 7a 18 48 89 bc 24 80 00 00 00 49 8b ce ff 15 97 73 01 00 48 8b f0 48 8b c5 48 | I.[.H.z.H..$....I.....s..H..H..H |
| 37780 | 85 ed 74 08 48 83 f8 01 74 32 eb 60 48 85 f6 0f 8e 49 01 00 00 48 8b 15 e4 f4 06 00 49 8b ce 4c | ..t.H...t2.`H....I...H......I..L |
| 377a0 | 8b 42 18 ff 15 5f 70 01 00 48 85 c0 74 0e 48 8b f8 48 89 84 24 80 00 00 00 48 ff ce 48 85 f6 0f | .B..._p..H..t.H..H..$....H..H... |
| 377c0 | 8e 19 01 00 00 48 8b 15 dc f5 06 00 49 8b ce 4c 8b 42 18 ff 15 2f 70 01 00 48 85 c0 74 0e 48 8b | .....H......I..L.B.../p..H..t.H. |
| 377e0 | d8 48 89 84 24 88 00 00 00 48 ff ce 48 85 f6 0f 8e e9 00 00 00 48 8d 05 1c d7 06 00 49 8b ce 48 | .H..$....H..H........H......I..H |
| 37800 | 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 ad 9e 06 00 48 89 6c 24 20 e8 93 7c fd ff 85 c0 79 | .D$(L..$....H......H.l$...|....y |
| 37820 | 0a ba 2e 3c 00 00 e9 8b 00 00 00 48 8b 9c 24 88 00 00 00 48 8b bc 24 80 00 00 00 e9 9e 00 00 00 | ...<.......H..$....H..$......... |
| 37840 | 48 85 ed 0f 84 95 00 00 00 48 83 e8 01 0f 84 87 00 00 00 48 83 f8 01 74 7d 48 8d 0d 10 ad 06 00 | H........H.........H...t}H...... |
| 37860 | 48 89 6c 24 30 48 8b c5 4c 8d 0d 09 ad 06 00 48 c1 f8 3f 4c 8d 05 96 d6 06 00 48 83 e0 fe 48 8d | H.l$0H..L......H..?L......H...H. |
| 37880 | 15 a3 ac 06 00 48 83 c0 02 48 85 ed 4c 0f 49 c9 48 8d 0d 55 a0 06 00 48 89 4c 24 28 48 8b 0d 05 | .....H...H..L.I.H..U...H.L$(H... |
| 378a0 | 70 01 00 48 89 44 24 20 48 8b 09 ff 15 cf 71 01 00 ba 3f 3c 00 00 4c 8b 0d 9b f6 01 00 48 8d 0d | p..H.D$.H.....q...?<..L......H.. |
| 378c0 | 1c d6 06 00 41 b8 d3 0b 00 00 e8 91 3f fd ff 33 c0 e9 d0 00 00 00 48 8b 5a 20 48 8b 7a 18 48 8b | ....A.......?..3......H.Z.H.z.H. |
| 378e0 | 05 eb 03 07 00 49 8d 57 18 49 8b b7 c8 00 00 00 33 ed 89 6c 24 70 4c 8b ce 4c 8b c3 48 ff 06 48 | .....I.W.I......3..l$pL..L..H..H |
| 37900 | 8b 0d 5a f3 06 00 48 89 4c 24 68 48 89 44 24 60 89 6c 24 58 48 89 4c 24 50 48 8d 0d e0 ab fc ff | ..Z...H.L$hH.D$`.l$XH.L$PH...... |
| 37920 | 48 89 44 24 48 48 8b 05 e4 f5 06 00 c7 44 24 40 09 00 00 00 48 89 44 24 38 48 89 7c 24 30 89 6c | H.D$HH.......D$@....H.D$8H.|$0.l |
| 37940 | 24 28 c7 44 24 20 01 00 00 00 ff 15 80 01 07 00 48 8b 0e 48 8b d8 48 ff c9 48 89 0e 48 85 c0 75 | $(.D$...........H..H..H..H..H..u |
| 37960 | 31 48 8b 1d f0 f5 01 00 48 85 c9 75 09 48 8b ce ff 15 92 70 01 00 4c 8b cb 48 8d 0d 30 d5 06 00 | 1H......H..u.H.....p..L..H..0... |
| 37980 | ba 68 3c 00 00 41 b8 17 0c 00 00 e8 d0 3e fd ff eb 11 48 85 c9 75 09 48 8b ce ff 15 68 70 01 00 | .h<..A.......>....H..u.H....hp.. |
| 379a0 | 48 8b eb 48 8b c5 4c 8d 9c 24 90 00 00 00 49 8b 5b 20 49 8b 6b 28 49 8b 73 30 49 8b e3 41 5f 41 | H..H..L..$....I.[.I.k(I.s0I..A_A |
| 379c0 | 5e 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 81 ec 80 00 00 00 48 8b 99 | ^_..............H.\$.WH......H.. |
| 379e0 | c8 00 00 00 4c 8b d2 c7 44 24 70 00 00 00 00 48 8d 51 18 4d 8b d9 48 8d 0d a3 ab fc ff 4c 8b cb | ....L...D$p....H.Q.M..H......L.. |
| 37a00 | 48 ff 03 48 8b 05 56 f2 06 00 48 89 44 24 68 48 8b 05 ba 02 07 00 48 89 44 24 60 48 8b 05 ae f2 | H..H..V...H.D$hH......H.D$`H.... |
| 37a20 | 06 00 c7 44 24 58 06 00 00 00 48 89 44 24 50 48 8b 05 12 f8 06 00 4c 89 44 24 48 4d 8b c3 c7 44 | ...D$X....H.D$PH......L.D$HM...D |
| 37a40 | 24 40 03 00 00 00 48 89 44 24 38 4c 89 54 24 30 c7 44 24 28 00 00 00 00 c7 44 24 20 02 00 00 00 | $@....H.D$8L.T$0.D$(.....D$..... |
| 37a60 | ff 15 6a 00 07 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d da f4 01 00 48 85 | ..j...H..H..H..H..H..uBH.=....H. |
| 37a80 | c9 75 09 48 8b cb ff 15 7c 6f 01 00 4c 8b cf 48 8d 0d 8a d4 06 00 ba e0 3b 00 00 41 b8 ce 0b 00 | .u.H....|o..L..H........;..A.... |
| 37aa0 | 00 e8 ba 3d fd ff 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b | ...=..3.H..$....H......_.H..u.H. |
| 37ac0 | cb ff 15 41 6f 01 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc | ...Ao..H..H..$....H......_...... |
| 37ae0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 53 55 56 57 41 55 41 56 41 57 48 81 ec | ................L..SUVWAUAVAWH.. |
| 37b00 | a0 00 00 00 48 8b 05 55 39 04 00 48 33 c4 48 89 84 24 98 00 00 00 4c 8b 35 2b 70 01 00 0f 57 c0 | ....H..U9..H3.H..$....L.5+p...W. |
| 37b20 | 48 8b 7a 10 4d 8b f8 4d 89 73 b8 48 8b c7 48 8b f2 4c 8b e9 f3 41 0f 7f 43 a8 4d 85 c0 0f 84 91 | H.z.M..M.s.H..H..L...A..C.M..... |
| 37b40 | 01 00 00 48 85 ff 74 38 48 83 e8 01 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 86 01 00 00 4c 8b | ...H..t8H...t$H...t.H.........L. |
| 37b60 | 72 28 4d 89 73 b8 48 8b 42 20 48 89 84 24 88 00 00 00 48 8b 6a 18 48 89 ac 24 80 00 00 00 eb 08 | r(M.s.H.B.H..$....H.j.H..$...... |
| 37b80 | 48 8b ac 24 80 00 00 00 49 8b cf ff 15 7f 6f 01 00 48 8b d8 48 8b c7 48 85 ff 74 11 48 83 e8 01 | H..$....I.....o..H..H..H..t.H... |
| 37ba0 | 74 36 48 83 f8 01 74 58 e9 83 00 00 00 48 8b 15 34 f4 06 00 49 8b cf 4c 8b 42 18 ff 15 47 6c 01 | t6H...tX.....H..4...I..L.B...Gl. |
| 37bc0 | 00 48 89 84 24 80 00 00 00 48 8b e8 48 85 c0 0f 84 f9 00 00 00 48 ff cb 48 8b 15 71 f2 06 00 49 | .H..$....H..H........H..H..q...I |
| 37be0 | 8b cf 4c 8b 42 18 ff 15 1c 6c 01 00 48 89 84 24 88 00 00 00 48 85 c0 0f 84 87 00 00 00 48 ff cb | ..L.B....l..H..$....H........H.. |
| 37c00 | 48 85 db 0f 8e 6b 01 00 00 48 8b 15 98 f1 06 00 49 8b cf 4c 8b 42 18 ff 15 eb 6b 01 00 48 85 c0 | H....k...H......I..L.B....k..H.. |
| 37c20 | 74 0e 4c 8b f0 48 89 84 24 90 00 00 00 48 ff cb 48 85 db 0f 8e 3b 01 00 00 48 8d 05 68 d3 06 00 | t.L..H..$....H..H....;...H..h... |
| 37c40 | 49 8b cf 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 29 57 06 00 48 89 7c 24 20 e8 4f 78 fd | I..H.D$(L..$....H..)W..H.|$..Ox. |
| 37c60 | ff 85 c0 79 0a ba a5 3b 00 00 e9 d1 00 00 00 4c 8b b4 24 90 00 00 00 48 8b ac 24 80 00 00 00 e9 | ...y...;.......L..$....H..$..... |
| 37c80 | f0 00 00 00 48 8b 0d 1d 6c 01 00 48 8d 05 5a 9c 06 00 48 c7 44 24 30 01 00 00 00 4c 8d 0d d6 a8 | ....H...l..H..Z...H.D$0....L.... |
| 37ca0 | 06 00 48 89 44 24 28 4c 8d 05 12 d3 06 00 48 8d 15 73 a8 06 00 48 c7 44 24 20 02 00 00 00 48 8b | ..H.D$(L......H..s...H.D$.....H. |
| 37cc0 | 09 ff 15 b9 6d 01 00 ba 9b 3b 00 00 eb 72 48 8b 7e 10 eb 10 48 83 e8 02 0f 84 86 00 00 00 48 83 | ....m....;...rH.~...H.........H. |
| 37ce0 | f8 01 74 7c 48 8b 0d bd 6b 01 00 48 8d 05 7e a8 06 00 33 db 48 89 7c 24 30 48 83 ff 02 4c 8d 0d | ..t|H...k..H..~...3.H.|$0H...L.. |
| 37d00 | 74 a8 06 00 4c 8d 05 85 d2 06 00 48 8b 09 48 8d 15 13 a8 06 00 0f 9d c3 48 83 c3 02 48 83 ff 02 | t...L......H..H.........H...H... |
| 37d20 | 4c 0f 4d c8 48 8d 05 c1 9b 06 00 48 89 44 24 28 48 89 5c 24 20 ff 15 45 6d 01 00 ba b7 3b 00 00 | L.M.H......H.D$(H.\$...Em....;.. |
| 37d40 | 4c 8b 0d 11 f2 01 00 48 8d 0d 0a d2 06 00 41 b8 87 0b 00 00 e8 07 3b fd ff 33 c0 e9 ef 00 00 00 | L......H......A.......;..3...... |
| 37d60 | 4c 8b 72 28 48 8b 42 20 48 8b 6a 18 48 89 84 24 88 00 00 00 49 8b bd c8 00 00 00 49 8d 55 18 33 | L.r(H.B.H.j.H..$....I......I.U.3 |
| 37d80 | db 48 8d 0d 18 a8 fc ff 89 5c 24 70 4c 8b cf 4d 8b c6 48 ff 07 48 8b 05 c4 ee 06 00 48 89 44 24 | .H.......\$pL..M..H..H......H.D$ |
| 37da0 | 68 48 8b 05 28 ff 06 00 48 89 44 24 60 48 8b 05 1c ef 06 00 c7 44 24 58 06 00 00 00 48 89 44 24 | hH..(...H.D$`H.......D$X....H.D$ |
| 37dc0 | 50 48 8b 84 24 88 00 00 00 48 89 44 24 48 48 8b 05 73 f4 06 00 c7 44 24 40 03 00 00 00 48 89 44 | PH..$....H.D$HH..s....D$@....H.D |
| 37de0 | 24 38 48 89 6c 24 30 89 5c 24 28 c7 44 24 20 02 00 00 00 ff 15 d7 fc 06 00 48 8b 0f 48 8b f0 48 | $8H.l$0.\$(.D$...........H..H..H |
| 37e00 | ff c9 48 89 0f 48 85 c0 75 31 48 8b 35 47 f1 01 00 48 85 c9 75 09 48 8b cf ff 15 e9 6b 01 00 4c | ..H..H..u1H.5G...H..u.H.....k..L |
| 37e20 | 8b ce 48 8d 0d f7 d0 06 00 ba e0 3b 00 00 41 b8 ce 0b 00 00 e8 27 3a fd ff eb 11 48 85 c9 75 09 | ..H........;..A......':....H..u. |
| 37e40 | 48 8b cf ff 15 bf 6b 01 00 48 8b de 48 8b c3 48 8b 8c 24 98 00 00 00 48 33 cc e8 71 fa fc ff 48 | H.....k..H..H..H..$....H3..q...H |
| 37e60 | 81 c4 a0 00 00 00 41 5f 41 5e 41 5d 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ......A_A^A]_^][................ |
| 37e80 | 4c 8b dc 55 57 48 8d 6c 24 88 48 81 ec 78 01 00 00 48 8b 05 c8 35 04 00 48 33 c4 48 89 45 28 48 | L..UWH.l$.H..x...H...5..H3.H.E(H |
| 37ea0 | 8b 05 0a f9 06 00 48 8b fa 49 89 5b e8 33 db 49 89 73 e0 49 8b f0 4d 89 63 d8 44 8b e3 4d 89 6b | ......H..I.[.3.I.s.I..M.c.D..M.k |
| 37ec0 | d0 4d 89 73 c8 44 8b f3 4d 89 7b c0 4d 8b f9 48 89 4c 24 70 8d 4b 0c 41 0f 29 73 a8 4c 89 4c 24 | .M.s.D..M.{.M..H.L$p.K.A.)s.L.L$ |
| 37ee0 | 60 48 89 5c 24 40 48 89 5c 24 48 48 89 5c 24 78 48 89 5c 24 68 48 89 5c 24 30 48 89 5c 24 38 ff | `H.\$@H.\$HH.\$xH.\$hH.\$0H.\$8. |
| 37f00 | 90 68 01 00 00 48 89 5c 24 28 45 33 c9 48 8b d0 c7 44 24 20 00 01 00 00 48 8b 05 91 f8 06 00 45 | .h...H.\$(E3.H...D$.....H......E |
| 37f20 | 33 c0 48 8b ce ff 90 28 02 00 00 48 8b d8 48 85 c0 75 16 48 8b 3d 1e f0 01 00 bb 57 0b 00 00 be | 3.H....(...H..H..u.H.=.....W.... |
| 37f40 | ec 37 00 00 e9 41 19 00 00 4c 39 20 75 09 48 8b cb ff 15 b1 6a 01 00 48 89 5c 24 78 8b 5b 18 48 | .7...A...L9.u.H.....j..H.\$x.[.H |
| 37f60 | 8b 05 4a f8 06 00 b9 09 00 00 00 ff 90 68 01 00 00 4c 89 64 24 28 45 33 c9 48 8b d0 c7 44 24 20 | ..J..........h...L.d$(E3.H...D$. |
| 37f80 | 00 01 00 00 48 8b 05 25 f8 06 00 45 33 c0 48 8b cf ff 90 28 02 00 00 48 85 c0 75 16 48 8b 3d b5 | ....H..%...E3.H....(...H..u.H.=. |
| 37fa0 | ef 01 00 bb 59 0b 00 00 be 0d 38 00 00 e9 d8 18 00 00 48 8b c8 48 89 44 24 68 4c 39 20 75 0b ff | ....Y.....8.......H..H.D$hL9.u.. |
| 37fc0 | 15 43 6a 01 00 48 8b 4c 24 68 45 33 ed 85 db 0f 85 ea 0a 00 00 44 39 61 18 0f 85 e0 0a 00 00 48 | .Cj..H.L$hE3.........D9a.......H |
| 37fe0 | 8b ce ff 15 80 6b 01 00 66 0f 2e 05 68 c3 03 00 0f 28 f0 7a 23 75 21 ff 15 2b 6c 01 00 48 85 c0 | .....k..f...h....(.z#u!..+l..H.. |
| 38000 | 74 16 48 8b 3d 4f ef 01 00 bb 73 0b 00 00 be bb 39 00 00 e9 72 18 00 00 48 8b cf e8 00 11 fd ff | t.H.=O....s.....9...r...H....... |
| 38020 | 48 89 45 90 48 8b f8 48 83 f8 ff 75 21 ff 15 f5 6b 01 00 48 85 c0 74 16 48 8b 3d 19 ef 01 00 bb | H.E.H..H...u!...k..H..t.H.=..... |
| 38040 | 74 0b 00 00 be c5 39 00 00 e9 3c 18 00 00 48 8b 15 7b ec 06 00 41 b8 04 00 00 00 0f 28 c6 ff 15 | t.....9...<...H..{...A......(... |
| 38060 | 14 f8 06 00 83 f8 ff 75 16 48 8b 3d e8 ee 01 00 bb 75 0b 00 00 be cf 39 00 00 e9 0b 18 00 00 48 | .......u.H.=.....u.....9.......H |
| 38080 | 8b 15 c2 f1 06 00 0f 57 c0 f2 48 0f 2a c7 41 b8 01 00 00 00 ff 15 de f7 06 00 83 f8 ff 75 16 48 | .......W..H.*.A..............u.H |
| 380a0 | 8b 3d b2 ee 01 00 bb 76 0b 00 00 be d8 39 00 00 e9 d5 17 00 00 4c 3b 3d 8c 6a 01 00 0f 85 51 03 | .=.....v.....9.......L;=.j....Q. |
| 380c0 | 00 00 48 8b 5c 24 70 48 8b 15 e2 ed 06 00 48 8b 8b c8 00 00 00 e8 36 5b 01 00 4c 8b f8 48 85 c0 | ..H.\$pH......H.......6[..L..H.. |
| 380e0 | 75 16 48 8b 3d 6f ee 01 00 bb 79 0b 00 00 be ed 39 00 00 e9 92 17 00 00 48 8b 15 29 f3 06 00 48 | u.H.=o....y.....9.......H..)...H |
| 38100 | 8b 8b c8 00 00 00 e8 05 5b 01 00 4c 8b f0 48 85 c0 75 07 be ef 39 00 00 eb 76 48 8b 05 17 69 01 | ........[..L..H..u...9...vH...i. |
| 38120 | 00 49 39 46 08 75 37 49 8b 5e 18 48 85 db 74 2e 49 8b 46 10 49 8b ce 48 ff 03 4c 8b f0 48 ff 00 | .I9F.u7I.^.H..t.I.F.I..H..L..H.. |
| 38140 | 48 83 29 01 75 06 ff 15 bc 68 01 00 48 85 db 74 0d 48 8b d3 49 8b ce e8 64 6b fd ff eb 0a 49 8b | H.).u....h..H..t.H..I...dk....I. |
| 38160 | ce e8 5a 6d fd ff 33 db 4c 8b e0 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 89 68 01 00 33 | ..Zm..3.L..H..t.H.+.u.H.....h..3 |
| 38180 | c0 48 89 44 24 38 4d 85 e4 75 25 be fd 39 00 00 48 8b 3d c1 ed 01 00 49 83 2f 01 75 09 49 8b cf | .H.D$8M..u%..9..H.=....I./.u.I.. |
| 381a0 | ff 15 62 68 01 00 bb 79 0b 00 00 e9 7f 16 00 00 49 83 2e 01 75 09 49 8b ce ff 15 49 68 01 00 49 | ..bh...y........I...u.I....Ih..I |
| 381c0 | 83 2c 24 01 75 09 49 8b cc ff 15 39 68 01 00 ff 15 1b 6a 01 00 48 8b 15 6c 69 01 00 4c 8b f0 48 | .,$.u.I....9h.....j..H..li..L..H |
| 381e0 | 89 44 24 58 48 8b 88 90 00 00 00 0f 1f 44 00 00 48 8b 19 48 85 db 0f 84 c7 00 00 00 48 3b da 0f | .D$XH........D..H..H........H;.. |
| 38200 | 84 be 00 00 00 48 8b 71 10 4c 8b 69 08 48 89 74 24 50 48 85 db 74 03 48 ff 03 4d 85 ed 74 04 49 | .....H.q.L.i.H.t$PH..t.H..M..t.I |
| 38220 | ff 45 00 48 85 f6 74 03 48 ff 06 48 8b 44 24 70 4c 8b c7 0f 28 ce 4c 8d 48 40 48 8d 48 18 e8 ad | .E.H..t.H..H.D$pL...(.L.H@H.H... |
| 38240 | a3 fc ff 48 8b c8 48 89 45 80 ff 15 b8 68 01 00 48 8b f8 33 c0 48 89 45 80 48 85 ff 0f 85 e4 01 | ...H..H.E....h..H..3.H.E.H...... |
| 38260 | 00 00 4c 8b 0d ef ec 01 00 48 8d 0d 98 cd 06 00 ba 13 3a 00 00 48 89 44 24 30 41 b8 7a 0b 00 00 | ..L......H........:..H.D$0A.z... |
| 38280 | 48 89 45 88 48 89 44 24 38 e8 d2 35 fd ff 4c 8d 4c 24 38 49 8b ce 4c 8d 45 88 48 8d 55 80 e8 ed | H.E.H.D$8..5..L.L$8I..L.E.H.U... |
| 382a0 | 5c fd ff 4c 8b 65 80 85 c0 48 8b 44 24 38 4c 8b 75 88 48 89 44 24 38 79 1f be 2a 3a 00 00 e9 c7 | \..L.e...H.D$8L.u.H.D$8y..*:.... |
| 382c0 | 00 00 00 48 8b 41 18 48 85 c0 0f 84 35 ff ff ff 48 8b c8 e9 18 ff ff ff 4c 8b c8 4d 8b c6 49 8b | ...H.A.H....5...H.......L..M..I. |
| 382e0 | d4 b9 03 00 00 00 ff 15 e4 65 01 00 48 8b f8 48 85 c0 75 0a be 2e 3a 00 00 e9 8c 00 00 00 45 33 | .........e..H..H..u...:.......E3 |
| 38300 | c0 48 8b d7 49 8b cf e8 74 70 fd ff 49 83 2f 01 48 8b f0 75 09 49 8b cf ff 15 ea 66 01 00 48 83 | .H..I...tp..I./.H..u.I.....f..H. |
| 38320 | 2f 01 75 09 48 8b cf ff 15 db 66 01 00 48 85 f6 75 07 be 33 3a 00 00 eb 51 48 8b ce e8 3f 07 fd | /.u.H.....f..H..u..3:...QH...?.. |
| 38340 | ff 48 83 2e 01 8b f8 75 09 48 8b ce ff 15 b6 66 01 00 85 ff 79 07 be 37 3a 00 00 eb 2d 75 51 ff | .H.....u.H.....f....y..7:...-uQ. |
| 38360 | 15 63 69 01 00 4c 8b 4c 24 38 4d 8b c6 48 8b c8 49 8b d4 e8 38 75 fd ff 45 33 e4 45 33 f6 33 c0 | .ci..L.L$8M..H..I...8u..E3.E3.3. |
| 38380 | be 3f 3a 00 00 48 89 44 24 38 48 8b 3d c7 eb 01 00 4c 8b 4c 24 50 4d 8b c5 48 8b 4c 24 58 48 8b | .?:..H.D$8H.=....L.L$PM..H.L$XH. |
| 383a0 | d3 e8 0a 60 fd ff bb 79 0b 00 00 e9 7f 14 00 00 4d 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff | ...`...y........M..t.I.,$.u.I... |
| 383c0 | 15 43 66 01 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 2f 66 01 00 48 8b 44 24 38 48 85 | .Cf..M..t.I...u.I..../f..H.D$8H. |
| 383e0 | c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 16 66 01 00 33 c0 48 89 44 24 38 4c 8b 4c 24 50 4d 8b | .t.H.(.u.H.....f..3.H.D$8L.L$PM. |
| 38400 | c5 48 8b 4c 24 58 48 8b d3 e8 a2 5f fd ff 4c 8b 7c 24 60 48 8b 0d 2e f7 06 00 48 8b 41 18 48 39 | .H.L$XH...._..L.|$`H......H.A.H9 |
| 38420 | 05 23 f4 06 00 0f 85 86 00 00 00 48 8b 05 16 f9 06 00 48 85 c0 74 71 48 ff 00 4c 8b 35 07 f9 06 | .#.........H......H..tqH..L.5... |
| 38440 | 00 e9 c0 00 00 00 4c 8b ce 4d 8b c5 48 8b d3 49 8b ce e8 59 5f fd ff 48 8b 15 c2 fc 06 00 45 33 | ......L..M..H..I...Y_..H......E3 |
| 38460 | c0 49 8b cf e8 17 6f fd ff 49 83 2f 01 48 8b d8 75 09 49 8b cf ff 15 8d 65 01 00 48 85 db 75 16 | .I....o..I./.H..u.I.....e..H..u. |
| 38480 | 48 8b 3d d1 ea 01 00 bb 79 0b 00 00 be 6a 3a 00 00 e9 f4 13 00 00 48 83 2b 01 0f 85 4e 14 00 00 | H.=.....y....j:.......H.+...N... |
| 384a0 | 48 8b cb e9 40 14 00 00 48 8b 0d a9 e4 06 00 eb 4d 48 8b 1d a0 e4 06 00 48 8b d3 4c 8b 43 18 ff | H...@...H.......MH......H..L.C.. |
| 384c0 | 15 43 63 01 00 4c 8b f0 48 8b 05 79 f6 06 00 48 8b 48 18 48 89 0d 6e f3 06 00 4c 89 35 67 f8 06 | .Cc..L..H..y...H.H.H..n...L.5g.. |
| 384e0 | 00 4d 85 f6 74 05 49 ff 06 eb 1b ff 15 37 67 01 00 48 85 c0 74 05 45 33 f6 eb 0b 48 8b cb e8 dd | .M..t.I......7g..H..t.E3...H.... |
| 38500 | 74 fd ff 4c 8b f0 4d 85 f6 75 16 48 8b 3d 46 ea 01 00 bb 7c 0b 00 00 be 8b 3a 00 00 e9 3c 13 00 | t..L..M..u.H.=F....|.....:...<.. |
| 38520 | 00 49 8b 46 08 49 8b ce 48 8b 15 89 ef 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 | .I.F.I..H......L......M..t.A.... |
| 38540 | ff 15 32 66 01 00 48 8b f8 4c 8b e0 48 85 c0 75 1b 48 8b 3d 00 ea 01 00 bb 7c 0b 00 00 be 8d 3a | ..2f..H..L..H..u.H.=.....|.....: |
| 38560 | 00 00 48 89 44 24 30 e9 c3 12 00 00 49 83 2e 01 75 09 49 8b ce ff 15 8d 64 01 00 48 8b 0d c6 f5 | ..H.D$0.....I...u.I.....d..H.... |
| 38580 | 06 00 48 8b 41 18 48 39 05 eb fb 06 00 75 21 48 8b 05 72 f9 06 00 48 85 c0 74 0c 48 ff 00 4c 8b | ..H.A.H9.....u!H..r...H..t.H..L. |
| 385a0 | 35 63 f9 06 00 eb 5e 48 8b 0d aa e3 06 00 eb 4d 48 8b 1d a1 e3 06 00 48 8b d3 4c 8b 43 18 ff 15 | 5c....^H.......MH......H..L.C... |
| 385c0 | 44 62 01 00 4c 8b f0 48 8b 05 7a f5 06 00 48 8b 48 18 48 89 0d 9f fb 06 00 4c 89 35 28 f9 06 00 | Db..L..H..z...H.H.H......L.5(... |
| 385e0 | 4d 85 f6 74 05 49 ff 06 eb 1b ff 15 38 66 01 00 48 85 c0 74 05 45 33 f6 eb 0b 48 8b cb e8 de 73 | M..t.I......8f..H..t.E3...H....s |
| 38600 | fd ff 4c 8b f0 4d 85 f6 75 1b 48 8b 3d 47 e9 01 00 bb 7c 0b 00 00 be 90 3a 00 00 4c 89 74 24 30 | ..L..M..u.H.=G....|.....:..L.t$0 |
| 38620 | e9 0a 12 00 00 49 8b 46 08 49 8b ce 48 8b 15 d5 ee 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 | .....I.F.I..H......L......M..t.A |
| 38640 | ff d0 eb 06 ff 15 2e 65 01 00 4c 8b e8 48 85 c0 75 1b 48 8b 3d ff e8 01 00 bb 7c 0b 00 00 be 92 | .......e..L..H..u.H.=.....|..... |
| 38660 | 3a 00 00 48 89 44 24 30 e9 c2 11 00 00 49 83 2e 01 75 09 49 8b ce ff 15 8c 63 01 00 48 8b 05 b5 | :..H.D$0.....I...u.I.....c..H... |
| 38680 | 63 01 00 45 33 f6 33 f6 33 db 48 39 47 08 75 2b 4c 8b 77 18 49 8b de 4d 85 f6 74 1f 4c 8b 67 10 | c..E3.3.3.H9G.u+L.w.I..M..t.L.g. |
| 386a0 | 49 ff 06 49 ff 04 24 48 83 2f 01 75 09 48 8b cf ff 15 52 63 01 00 be 01 00 00 00 49 8b 4c 24 08 | I..I..$H./.u.H....Rc.......I.L$. |
| 386c0 | 48 3b 0d b1 65 01 00 75 76 8b c6 48 8d 55 a0 48 c1 e0 03 44 8d 46 02 48 2b d0 4c 89 75 98 49 8b | H;..e..uv..H.U.H...D.F.H+.L.u.I. |
| 386e0 | cc 4c 89 7d a0 4c 89 6d a8 e8 f2 68 fd ff 48 89 44 24 38 48 8b f8 48 85 c0 75 14 bb 7c 0b 00 00 | .L.}.L.m...h..H.D$8H..H..u..|... |
| 38700 | 48 89 44 24 30 be a4 3a 00 00 e9 04 11 00 00 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 e5 | H.D$0..:.......H..t.H.+.u.H..... |
| 38720 | 62 01 00 45 33 f6 49 83 6d 00 01 0f 85 d3 00 00 00 49 8b cd ff 15 ce 62 01 00 e9 c5 00 00 00 48 | b..E3.I.m........I.....b.......H |
| 38740 | 8b 15 92 65 01 00 48 3b ca 74 0e ff 15 d7 62 01 00 85 c0 0f 84 3d 01 00 00 49 8b 4c 24 10 44 8b | ...e..H;.t....b......=...I.L$.D. |
| 38760 | 41 10 41 8b c0 83 e0 8d 3d 80 00 00 00 0f 85 23 01 00 00 8b c6 48 8d 55 b8 48 c1 e0 03 44 8d 56 | A.A.....=......#.....H.U.H...D.V |
| 38780 | 02 48 2b d0 4c 89 75 b0 4c 89 7d b8 4c 89 6d c0 48 8b 41 08 41 f6 c0 20 74 04 33 c9 eb 05 49 8b | .H+.L.u.L.}.L.m.H.A.A...t.3...I. |
| 387a0 | 4c 24 18 41 f6 c0 02 4d 8b c2 74 07 45 33 c9 ff d0 eb 02 ff d0 48 89 44 24 38 48 8b d0 48 85 c0 | L$.A...M..t.E3.......H.D$8H..H.. |
| 387c0 | 75 16 33 c9 bb 7c 0b 00 00 48 89 4c 24 30 be ad 3a 00 00 e9 3b 10 00 00 4d 85 f6 74 0f 49 83 2e | u.3..|...H.L$0..:...;...M..t.I.. |
| 387e0 | 01 75 09 49 8b ce ff 15 1c 62 01 00 45 33 f6 49 83 6d 00 01 75 09 49 8b cd ff 15 09 62 01 00 48 | .u.I.....b..E3.I.m..u.I.....b..H |
| 38800 | 8b 7c 24 38 49 83 2c 24 01 75 09 49 8b cc ff 15 f4 61 01 00 48 8b 07 48 89 07 48 85 c0 75 09 48 | .|$8I.,$.u.I.....a..H..H..H..u.H |
| 38820 | 8b cf ff 15 e0 61 01 00 8b 57 18 33 c0 48 8b 4f 20 45 33 e4 48 89 44 24 38 48 8b 05 70 ef 06 00 | .....a...W.3.H.O.E3.H.D$8H..p... |
| 38840 | 48 89 7c 24 40 ff 90 f0 04 00 00 48 8b 74 24 70 4c 8b e8 48 8b 47 10 48 8b 15 52 e6 06 00 48 89 | H.|$@......H.t$pL..H.G.H..R...H. |
| 38860 | 44 24 60 48 8b 8e c8 00 00 00 e8 a1 53 01 00 48 89 44 24 58 4c 8b f8 48 85 c0 0f 85 aa 00 00 00 | D$`H........S..H.D$XL..H........ |
| 38880 | 48 8b 3d d1 e6 01 00 bb 80 0b 00 00 be e4 3a 00 00 e9 c7 0f 00 00 8b fe 48 8d 4f 02 ff 15 96 62 | H.=...........:.........H.O....b |
| 388a0 | 01 00 4c 8b f8 48 85 c0 75 16 33 c9 bb 7c 0b 00 00 48 89 4c 24 30 be b4 3a 00 00 e9 53 0f 00 00 | ..L..H..u.3..|...H.L$0..:...S... |
| 388c0 | 48 85 db 74 07 4c 89 70 18 45 33 f6 48 8b 44 24 60 45 33 c0 49 8b d7 49 8b cc 48 ff 00 4d 89 6c | H..t.L.p.E3.H.D$`E3.I..I..H..M.l |
| 388e0 | ff 20 45 33 ed 49 89 44 ff 18 e8 91 6a fd ff 48 89 44 24 38 48 8b f8 48 85 c0 75 16 33 c9 bb 7c | ..E3.I.D....j..H.D$8H..H..u.3..| |
| 38900 | 0b 00 00 48 89 4c 24 30 be bf 3a 00 00 e9 3c 0a 00 00 49 83 2f 01 0f 85 e8 fe ff ff 49 8b cf ff | ...H.L$0..:...<...I./.......I... |
| 38920 | 15 e3 60 01 00 e9 da fe ff ff 48 8b 15 f7 ea 06 00 48 8b 8e c8 00 00 00 e8 d3 52 01 00 48 89 44 | ..`.......H......H........R..H.D |
| 38940 | 24 38 48 8b f8 48 85 c0 75 07 be e6 3a 00 00 eb 76 48 8b 05 e0 60 01 00 33 db 48 39 47 08 75 3e | $8H..H..u...:...vH...`..3.H9G.u> |
| 38960 | 48 8b 5f 18 48 85 db 74 35 48 8b 7f 10 48 8b 44 24 38 48 ff 03 48 8b c8 48 89 7c 24 38 48 ff 07 | H._.H..t5H...H.D$8H..H..H.|$8H.. |
| 38980 | 48 83 28 01 75 06 ff 15 7c 60 01 00 48 8b d3 48 8b cf e8 29 63 fd ff 48 8b 7c 24 38 eb 08 48 8b | H.(.u...|`..H..H...)c..H.|$8..H. |
| 389a0 | cf e8 1a 65 fd ff 4c 8b e0 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 4b 60 01 00 4d 85 e4 | ...e..L..H..t.H.+.u.H....K`..M.. |
| 389c0 | 75 36 be f4 3a 00 00 48 8b 3d 8a e5 01 00 49 83 2f 01 75 09 49 8b cf ff 15 2b 60 01 00 48 8b 44 | u6..:..H.=....I./.u.I....+`..H.D |
| 389e0 | 24 40 33 c9 48 89 4c 24 30 bb 80 0b 00 00 48 89 44 24 40 e9 37 0e 00 00 48 83 2f 01 75 09 48 8b | $@3.H.L$0.....H.D$@.7...H./.u.H. |
| 38a00 | cf ff 15 01 60 01 00 33 c0 49 83 2c 24 01 48 89 44 24 38 75 09 49 8b cc ff 15 ea 5f 01 00 ff 15 | ....`..3.I.,$.H.D$8u.I....._.... |
| 38a20 | d4 61 01 00 33 db 48 89 44 24 50 4d 85 ed 7e 39 4c 8b 64 24 60 4c 8b 7d 90 0f 1f 80 00 00 00 00 | .a..3.H.D$PM..~9L.d$`L.}........ |
| 38a40 | 4c 8d 4e 40 4d 8b c7 0f 28 ce 48 8d 4e 18 e8 9d 9b fc ff 49 89 04 dc 48 ff c3 49 3b dd 7c e1 4c | L.N@M...(.H.N......I...H..I;.|.L |
| 38a60 | 8b 7c 24 58 48 8b 44 24 50 48 8b c8 ff 15 46 5f 01 00 48 8b 15 a7 f6 06 00 45 33 c0 49 8b cf e8 | .|$XH.D$PH....F_..H......E3.I... |
| 38a80 | fc 68 fd ff 49 83 2f 01 48 8b d8 75 09 49 8b cf ff 15 72 5f 01 00 48 85 db 0f 85 08 0e 00 00 48 | .h..I./.H..u.I....r_..H........H |
| 38aa0 | 8b 44 24 40 bb 80 0b 00 00 48 8b 3d a8 e4 01 00 be 35 3b 00 00 48 89 44 24 40 e9 9e 0d 00 00 48 | .D$@.....H.=.....5;..H.D$@.....H |
| 38ac0 | 8b 7c 24 78 41 b8 04 00 00 00 48 8b 15 ff e1 06 00 48 8b cf ff 15 ee ec 06 00 83 f8 ff 75 16 48 | .|$xA.....H......H...........u.H |
| 38ae0 | 8b 3d 72 e4 01 00 bb 5d 0b 00 00 be 38 38 00 00 e9 95 0d 00 00 48 8b 5c 24 68 41 b8 01 00 00 00 | .=r....]....88.......H.\$hA..... |
| 38b00 | 48 8b 15 41 e7 06 00 48 8b cb ff 15 b8 ec 06 00 83 f8 ff 75 16 48 8b 3d 3c e4 01 00 bb 5e 0b 00 | H..A...H...........u.H.=<....^.. |
| 38b20 | 00 be 41 38 00 00 e9 5f 0d 00 00 4c 3b 3d 16 60 01 00 0f 84 db 03 00 00 48 8b 0d 09 f0 06 00 48 | ..A8..._...L;=.`........H......H |
| 38b40 | 8b 41 18 48 39 05 ce ef 06 00 75 21 48 8b 05 ed ed 06 00 48 85 c0 74 0c 48 ff 00 4c 8b 2d de ed | .A.H9.....u!H......H..t.H..L.-.. |
| 38b60 | 06 00 eb 5f 48 8b 0d ed dd 06 00 eb 4e 48 8b 1d e4 dd 06 00 48 8b d3 4c 8b 43 18 ff 15 87 5c 01 | ..._H.......NH......H..L.C....\. |
| 38b80 | 00 4c 8b e8 48 8b 05 bd ef 06 00 48 8b 48 18 48 89 0d 82 ef 06 00 4c 89 2d a3 ed 06 00 4d 85 ed | .L..H......H.H.H......L.-....M.. |
| 38ba0 | 74 06 49 ff 45 00 eb 1b ff 15 7a 60 01 00 48 85 c0 74 05 45 33 ed eb 0b 48 8b cb e8 20 6e fd ff | t.I.E.....z`..H..t.E3...H....n.. |
| 38bc0 | 4c 8b e8 4d 85 ed 75 16 48 8b 3d 89 e3 01 00 bb 60 0b 00 00 be 55 38 00 00 e9 ac 0c 00 00 49 8b | L..M..u.H.=.....`....U8.......I. |
| 38be0 | 45 08 49 8b cd 48 8b 15 cc e8 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 75 | E.I..H......L......M..t.A......u |
| 38c00 | 5f 01 00 48 8b d8 4c 8b e0 48 85 c0 75 0f bb 60 0b 00 00 be 57 38 00 00 e9 f6 0b 00 00 49 83 6d | _..H..L..H..u..`....W8.......I.m |
| 38c20 | 00 01 75 09 49 8b cd ff 15 db 5d 01 00 48 8b 0d 14 ef 06 00 48 8b 41 18 48 39 05 61 ea 06 00 75 | ..u.I.....]..H......H.A.H9.a...u |
| 38c40 | 21 48 8b 05 58 f3 06 00 48 85 c0 74 0c 48 ff 00 4c 8b 2d 49 f3 06 00 eb 5f 48 8b 0d f8 dc 06 00 | !H..X...H..t.H..L.-I...._H...... |
| 38c60 | eb 4e 48 8b 3d ef dc 06 00 48 8b d7 4c 8b 47 18 ff 15 92 5b 01 00 4c 8b e8 48 8b 05 c8 ee 06 00 | .NH.=....H..L.G....[..L..H...... |
| 38c80 | 48 8b 48 18 48 89 0d 15 ea 06 00 4c 89 2d 0e f3 06 00 4d 85 ed 74 06 49 ff 45 00 eb 1b ff 15 85 | H.H.H......L.-....M..t.I.E...... |
| 38ca0 | 5f 01 00 48 85 c0 74 05 45 33 ed eb 0b 48 8b cf e8 2b 6d fd ff 4c 8b e8 4d 85 ed 75 16 48 8b 3d | _..H..t.E3...H...+m..L..M..u.H.= |
| 38cc0 | 94 e2 01 00 bb 60 0b 00 00 be 5a 38 00 00 e9 5c 0b 00 00 49 8b 45 08 49 8b cd 48 8b 15 27 e8 06 | .....`....Z8...\...I.E.I..H..'.. |
| 38ce0 | 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 80 5e 01 00 48 89 44 24 30 4c 8b c8 | .L......M..t.A.......^..H.D$0L.. |
| 38d00 | 48 85 c0 75 0f bb 60 0b 00 00 be 5c 38 00 00 e9 ff 0a 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 | H..u..`....\8.......I.m..u.I.... |
| 38d20 | e4 5c 01 00 48 8b 05 0d 5d 01 00 45 33 ed 33 ff 48 39 43 08 75 29 4c 8b 6b 18 4d 85 ed 74 20 4c | .\..H...]..E3.3.H9C.u)L.k.M..t.L |
| 38d40 | 8b 63 10 49 ff 45 00 49 ff 04 24 48 83 2b 01 75 09 48 8b cb ff 15 ae 5c 01 00 bf 01 00 00 00 49 | .c.I.E.I..$H.+.u.H.....\.......I |
| 38d60 | 8b 4c 24 08 48 3b 0d 0d 5f 01 00 75 6b 4c 89 7d d0 48 8d 55 d0 4c 8b 7c 24 30 44 8d 47 02 8b c7 | .L$.H;.._..ukL.}.H.U.L.|$0D.G... |
| 38d80 | 49 8b cc 48 c1 e0 03 48 2b d0 4c 89 6d c8 4c 89 7d d8 e8 49 62 fd ff 48 8b d8 48 85 c0 75 0f be | I..H...H+.L.m.L.}..Ib..H..H..u.. |
| 38da0 | 6e 38 00 00 bb 60 0b 00 00 e9 65 0a 00 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 45 | n8...`....e...M..t.I.m..u.I....E |
| 38dc0 | 5c 01 00 45 33 ed 49 83 2f 01 0f 85 11 01 00 00 49 8b cf e9 03 01 00 00 48 8b 15 f9 5e 01 00 48 | \..E3.I./.......I.......H...^..H |
| 38de0 | 3b ca 74 0a ff 15 3e 5c 01 00 85 c0 74 78 49 8b 4c 24 10 44 8b 41 10 41 8b c0 83 e0 8d 3d 80 00 | ;.t...>\....txI.L$.D.A.A.....=.. |
| 38e00 | 00 00 75 62 4c 89 7d e8 48 8d 55 e8 4c 8b 7c 24 30 44 8d 57 02 8b c7 48 c1 e0 03 48 2b d0 4c 89 | ..ubL.}.H.U.L.|$0D.W...H...H+.L. |
| 38e20 | 6d e0 4c 89 7d f0 48 8b 41 08 41 f6 c0 20 74 04 33 c9 eb 05 49 8b 4c 24 18 41 f6 c0 02 4d 8b c2 | m.L.}.H.A.A...t.3...I.L$.A...M.. |
| 38e40 | 74 07 45 33 c9 ff d0 eb 02 ff d0 48 8b d8 48 85 c0 0f 85 57 ff ff ff be 77 38 00 00 bb 60 0b 00 | t.E3.......H..H....W....w8...`.. |
| 38e60 | 00 e9 ad 09 00 00 8d 4f 02 ff 15 c9 5c 01 00 4c 8b f0 48 85 c0 75 0f bb 60 0b 00 00 be 7e 38 00 | .......O....\..L..H..u..`....~8. |
| 38e80 | 00 e9 8d 09 00 00 4d 85 ed 74 07 4c 89 68 18 45 33 ed 49 ff 07 45 33 c0 48 8b 4c 24 30 49 8b d6 | ......M..t.L.h.E3.I..E3.H.L$0I.. |
| 38ea0 | 8b c7 4d 89 7c c6 18 49 89 4c c6 20 33 c9 48 89 4c 24 30 49 8b cc e8 c5 64 fd ff 48 8b d8 48 85 | ..M.|..I.L..3.H.L$0I....d..H..H. |
| 38ec0 | c0 75 0f bb 60 0b 00 00 be 89 38 00 00 e9 41 09 00 00 49 83 2e 01 75 09 49 8b ce ff 15 27 5b 01 | .u..`.....8...A...I...u.I....'[. |
| 38ee0 | 00 49 83 2c 24 01 75 09 49 8b cc ff 15 17 5b 01 00 48 8b 03 48 89 03 48 85 c0 75 09 48 8b cb ff | .I.,$.u.I.....[..H..H..H..u.H... |
| 38f00 | 15 03 5b 01 00 48 c7 44 24 30 00 00 00 00 e9 e5 04 00 00 48 8b d3 48 8b cf e8 e2 91 fe ff 4c 8b | ..[..H.D$0.........H..H.......L. |
| 38f20 | e0 48 85 c0 75 16 48 8b 3d 2b e0 01 00 bb 62 0b 00 00 be a6 38 00 00 e9 4e 09 00 00 4c 3b 25 05 | .H..u.H.=+....b.....8...N...L;%. |
| 38f40 | 5c 01 00 74 29 48 8b 15 44 ef 06 00 49 8b cc e8 3c 4a fd ff 85 c0 75 16 48 8b 3d f9 df 01 00 bb | \..t)H..D...I...<J....u.H.=..... |
| 38f60 | 62 0b 00 00 be a8 38 00 00 e9 c1 08 00 00 48 8b 0d d3 eb 06 00 49 8b fc 4c 89 64 24 48 45 33 e4 | b.....8.......H......I..L.d$HE3. |
| 38f80 | 48 8b 41 18 48 39 05 35 f4 06 00 75 21 48 8b 05 14 f0 06 00 48 85 c0 74 0c 48 ff 00 4c 8b 3d 05 | H.A.H9.5...u!H......H..t.H..L.=. |
| 38fa0 | f0 06 00 eb 5e 48 8b 0d ac d9 06 00 eb 4d 48 8b 1d a3 d9 06 00 48 8b d3 4c 8b 43 18 ff 15 46 58 | ....^H.......MH......H..L.C...FX |
| 38fc0 | 01 00 4c 8b f8 48 8b 05 7c eb 06 00 48 8b 48 18 48 89 0d e9 f3 06 00 4c 89 3d ca ef 06 00 4d 85 | ..L..H..|...H.H.H......L.=....M. |
| 38fe0 | ff 74 05 49 ff 07 eb 1b ff 15 3a 5c 01 00 48 85 c0 74 05 45 33 ff eb 0b 48 8b cb e8 e0 69 fd ff | .t.I......:\..H..t.E3...H....i.. |
| 39000 | 4c 8b f8 4d 85 ff 75 16 48 8b 3d 49 df 01 00 bb 63 0b 00 00 be b3 38 00 00 e9 6c 08 00 00 49 8b | L..M..u.H.=I....c.....8...l...I. |
| 39020 | 47 08 49 8b cf 48 8b 15 8c e4 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 35 | G.I..H......L......M..t.A......5 |
| 39040 | 5b 01 00 48 8b d8 4c 8b f0 48 85 c0 75 0a be b5 38 00 00 e9 f1 02 00 00 49 83 2f 01 75 09 49 8b | [..H..L..H..u...8.......I./.u.I. |
| 39060 | cf ff 15 a1 59 01 00 48 8b 47 08 48 8b cf 48 8b 15 73 dc 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 | ....Y..H.G.H..H..s...L......M..t |
| 39080 | 05 41 ff d0 eb 06 ff 15 ec 5a 01 00 4c 8b f8 48 85 c0 75 16 48 8b 3d bd de 01 00 bb 63 0b 00 00 | .A.......Z..L..H..u.H.=.....c... |
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| 390e0 | 06 00 eb 57 48 8b 3d 6d d8 06 00 48 8b d7 4c 8b 47 18 ff 15 10 57 01 00 4c 8b c8 48 89 44 24 30 | ...WH.=m...H..L.G....W..L..H.D$0 |
| 39100 | 48 8b 05 41 ea 06 00 48 8b 48 18 48 89 0d ae eb 06 00 4c 89 0d 37 ea 06 00 4d 85 c9 74 05 49 ff | H..A...H.H.H......L..7...M..t.I. |
| 39120 | 01 eb 25 ff 15 ff 5a 01 00 48 85 c0 74 0a 45 33 c9 4c 89 4c 24 30 eb 10 48 8b cf e8 a0 68 fd ff | ..%...Z..H..t.E3.L.L$0..H....h.. |
| 39140 | 48 89 44 24 30 4c 8b c8 4d 85 c9 75 0a be ba 38 00 00 e9 f2 01 00 00 49 8b 41 08 49 8b c9 48 8b | H.D$0L..M..u...8.......I.A.I..H. |
| 39160 | 15 a3 e3 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 fc 59 01 00 4c 8b e8 48 | .....L......M..t.A.......Y..L..H |
| 39180 | 85 c0 75 0a be bc 38 00 00 e9 bb 01 00 00 48 8b 4c 24 30 48 83 29 01 75 06 ff 15 69 58 01 00 48 | ..u...8.......H.L$0H.).u...iX..H |
| 391a0 | 8b 05 92 58 01 00 33 f6 33 ff 48 89 74 24 30 48 39 43 08 75 2c 48 8b 73 18 48 89 74 24 30 48 85 | ...X..3.3.H.t$0H9C.u,H.s.H.t$0H. |
| 391c0 | f6 74 1e 4c 8b 73 10 48 ff 06 49 ff 06 48 83 2b 01 75 09 48 8b cb ff 15 2c 58 01 00 bf 01 00 00 | .t.L.s.H..I..H.+.u.H....,X...... |
| 391e0 | 00 49 8b 4e 08 48 3b 0d 8c 5a 01 00 75 7a 8b c7 48 8d 55 00 48 c1 e0 03 44 8d 47 02 48 2b d0 48 | .I.N.H;..Z..uz..H.U.H...D.G.H+.H |
| 39200 | 89 75 f8 49 8b ce 4c 89 7d 00 4c 89 6d 08 e8 cd 5d fd ff 4c 8b e0 48 85 c0 75 0a be ce 38 00 00 | .u.I..L.}.L.m...]..L..H..u...8.. |
| 39220 | e9 24 01 00 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 cf 57 01 00 33 c9 49 83 2f 01 48 | .$...H..t.H...u.H.....W..3.I./.H |
| 39240 | 89 4c 24 30 75 09 49 8b cf ff 15 b9 57 01 00 49 83 6d 00 01 0f 85 73 01 00 00 49 8b cd ff 15 a5 | .L$0u.I.....W..I.m....s...I..... |
| 39260 | 57 01 00 e9 65 01 00 00 48 8b 15 69 5a 01 00 48 3b ca 74 0e ff 15 ae 57 01 00 85 c0 0f 84 ac 00 | W...e...H..iZ..H;.t....W........ |
| 39280 | 00 00 49 8b 4e 10 44 8b 41 10 41 8b c0 83 e0 8d 3d 80 00 00 00 0f 85 93 00 00 00 8b c7 48 8d 55 | ..I.N.D.A.A.....=............H.U |
| 392a0 | 18 48 c1 e0 03 44 8d 57 02 48 2b d0 48 89 75 10 4c 89 7d 18 4c 89 6d 20 48 8b 41 08 41 f6 c0 20 | .H...D.W.H+.H.u.L.}.L.m.H.A.A... |
| 392c0 | 74 04 33 c9 eb 04 49 8b 4e 18 41 f6 c0 02 4d 8b c2 74 07 45 33 c9 ff d0 eb 02 ff d0 4c 8b e0 48 | t.3...I.N.A...M..t.E3.......L..H |
| 392e0 | 85 c0 75 07 be d8 38 00 00 eb 5e 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 09 57 01 00 33 | ..u...8...^H..t.H...u.H.....W..3 |
| 39300 | c9 49 83 2f 01 48 89 4c 24 30 75 09 49 8b cf ff 15 f3 56 01 00 49 83 6d 00 01 0f 85 ad 00 00 00 | .I./.H.L$0u.I.....V..I.m........ |
| 39320 | 49 8b cd ff 15 df 56 01 00 e9 9f 00 00 00 8d 4f 02 ff 15 01 58 01 00 48 89 44 24 38 48 8b d0 48 | I.....V........O....X..H.D$8H..H |
| 39340 | 85 c0 75 29 be e0 38 00 00 bb 63 0b 00 00 48 8b 3d 03 dc 01 00 49 83 2f 01 0f 85 bb 04 00 00 49 | ..u)..8...c...H.=....I./.......I |
| 39360 | 8b cf ff 15 a0 56 01 00 e9 ad 04 00 00 48 85 f6 74 0b 33 c9 48 89 70 18 48 89 4c 24 30 8b c7 45 | .....V.......H..t.3.H.p.H.L$0..E |
| 39380 | 33 c0 49 8b ce 4c 89 7c c2 18 4c 89 6c c2 20 e8 ec 5f fd ff 4c 8b e0 48 85 c0 75 16 48 8b 3d b5 | 3.I..L.|..L.l...._..L..H..u.H.=. |
| 393a0 | db 01 00 bb 63 0b 00 00 be eb 38 00 00 e9 92 04 00 00 48 8b 44 24 38 48 83 28 01 75 09 48 8b c8 | ....c.....8.......H.D$8H.(.u.H.. |
| 393c0 | ff 15 42 56 01 00 33 c0 48 89 44 24 38 49 83 2e 01 75 09 49 8b ce ff 15 2c 56 01 00 49 8b 04 24 | ..BV..3.H.D$8I...u.I....,V..I..$ |
| 393e0 | 49 89 04 24 48 85 c0 75 09 49 8b cc ff 15 16 56 01 00 45 33 ed 49 8b dc 48 89 5c 24 40 48 8b 05 | I..$H..u.I.....V..E3.I..H.\$@H.. |
| 39400 | ac e3 06 00 45 33 e4 8b 53 18 48 8b 4b 20 ff 90 f0 04 00 00 4c 8b 44 24 68 48 8b cb 48 8b 54 24 | ....E3..S.H.K.......L.D$hH..H.T$ |
| 39420 | 78 48 8b f0 e8 87 8c fe ff 4c 8b f0 48 85 c0 75 0f bb 67 0b 00 00 be 08 39 00 00 e9 d3 03 00 00 | xH.......L..H..u..g.....9....... |
| 39440 | 4c 3b 35 01 57 01 00 74 22 48 8b 15 40 ea 06 00 49 8b ce e8 38 45 fd ff 85 c0 75 0f bb 67 0b 00 | L;5.W..t"H..@...I...8E....u..g.. |
| 39460 | 00 be 0a 39 00 00 e9 a8 03 00 00 48 8b 4c 24 48 4c 89 74 24 48 48 85 c9 74 0c 48 83 29 01 75 06 | ...9.......H.L$HL.t$HH..t.H.).u. |
| 39480 | ff 15 82 55 01 00 49 8b 46 08 49 8b ce 48 8b 15 54 d8 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | ...U..I.F.I..H..T...L......M..t. |
| 394a0 | 41 ff d0 eb 06 ff 15 cd 56 01 00 4c 8b f0 48 85 c0 75 0f bb 68 0b 00 00 be 15 39 00 00 e9 51 03 | A.......V..L..H..u..h.....9...Q. |
| 394c0 | 00 00 48 8b d3 49 8b ce ff 15 3a e9 06 00 4c 8b e0 48 85 c0 75 0f bb 68 0b 00 00 be 17 39 00 00 | ..H..I....:...L..H..u..h.....9.. |
| 394e0 | e9 2e 03 00 00 49 83 2e 01 75 09 49 8b ce ff 15 14 55 01 00 45 33 f6 49 83 2c 24 01 75 09 49 8b | .....I...u.I.....U..E3.I.,$.u.I. |
| 39500 | cc ff 15 01 55 01 00 48 8b 7c 24 70 45 33 e4 48 8b 15 9a d9 06 00 48 8b 8f c8 00 00 00 e8 ee 46 | ....U..H.|$pE3.H......H........F |
| 39520 | 01 00 48 89 44 24 58 4c 8b f8 48 85 c0 75 0a be 24 39 00 00 e9 d5 02 00 00 48 8b 15 e8 de 06 00 | ..H.D$XL..H..u..$9.......H...... |
| 39540 | 48 8b 8f c8 00 00 00 e8 c4 46 01 00 4c 8b f0 48 85 c0 75 07 be 26 39 00 00 eb 76 48 8b 05 d6 54 | H........F..L..H..u..&9...vH...T |
| 39560 | 01 00 49 39 46 08 75 37 49 8b 5e 18 48 85 db 74 2e 49 8b 46 10 49 8b ce 48 ff 03 4c 8b f0 48 ff | ..I9F.u7I.^.H..t.I.F.I..H..L..H. |
| 39580 | 00 48 83 29 01 75 06 ff 15 7b 54 01 00 48 85 db 74 0d 48 8b d3 49 8b ce e8 23 57 fd ff eb 0a 49 | .H.).u...{T..H..t.H..I...#W....I |
| 395a0 | 8b ce e8 19 59 fd ff 33 db 4c 8b e0 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 48 54 01 00 | ....Y..3.L..H..t.H.+.u.H....HT.. |
| 395c0 | 33 c0 48 89 44 24 38 4d 85 e4 75 25 be 34 39 00 00 48 8b 3d 80 d9 01 00 49 83 2f 01 75 09 49 8b | 3.H.D$8M..u%.49..H.=....I./.u.I. |
| 395e0 | cf ff 15 21 54 01 00 bb 69 0b 00 00 e9 29 02 00 00 49 83 2e 01 75 09 49 8b ce ff 15 08 54 01 00 | ...!T...i....)...I...u.I.....T.. |
| 39600 | 45 33 f6 49 83 2c 24 01 4c 89 74 24 60 75 09 49 8b cc ff 15 f0 53 01 00 45 33 e4 ff 15 d7 55 01 | E3.I.,$.L.t$`u.I.....S..E3....U. |
| 39620 | 00 48 89 44 24 50 48 85 f6 0f 8e a4 01 00 00 4c 8b 74 24 48 4c 8d 7f 40 4c 89 7d 90 49 8d 9e 30 | .H.D$PH........L.t$HL..@L.}.I..0 |
| 39640 | 01 00 00 49 8b 86 38 01 00 00 4d 8b cf 48 8b 88 30 05 00 00 49 8b 86 40 01 00 00 f2 0f 10 09 48 | ...I..8...M..H..0...I..@.......H |
| 39660 | 8d 4f 18 48 8b 90 30 05 00 00 4c 8b 02 e8 7e 8f fc ff 48 8b 0b 45 33 db 48 8b 91 30 05 00 00 48 | .O.H..0...L...~...H..E3.H..0...H |
| 39680 | 89 02 49 ff 46 20 45 39 5e 10 0f 8e 2a 01 00 00 4c 8b 7c 24 48 4c 8b c3 0f 1f 84 00 00 00 00 00 | ..I.F.E9^...*...L.|$HL.......... |
| 396a0 | 49 8b 00 48 ff 40 18 49 8b 10 4c 63 52 10 45 85 d2 75 1a 48 8b 82 28 02 00 00 48 01 82 30 05 00 | I..H.@.I..LcR.E..u.H..(...H..0.. |
| 396c0 | 00 49 8b 00 48 ff 40 28 e9 d3 00 00 00 44 38 a2 38 05 00 00 74 1b 48 8b 82 28 05 00 00 48 8b 48 | .I..H.@(.....D8.8...t.H..(...H.H |
| 396e0 | 38 48 63 41 20 48 01 82 30 05 00 00 e9 af 00 00 00 41 83 fa 01 75 41 48 8b 42 30 48 3b 82 30 01 | 8HcA.H..0........A...uAH.B0H;.0. |
| 39700 | 00 00 7d 16 48 ff c0 48 89 42 30 49 8b 08 48 8b 81 30 02 00 00 e9 7f 00 00 00 4c 89 62 30 49 8b | ..}.H..H.B0I..H..0........L.b0I. |
| 39720 | 00 48 ff 40 28 49 8b 08 48 8b 81 28 02 00 00 48 2b 81 30 03 00 00 eb 61 4d 8b ca 45 85 d2 78 60 | .H.@(I..H..(...H+.0....aM..E..x` |
| 39740 | 4a 8d 14 d5 28 00 00 00 0f 1f 84 00 00 00 00 00 49 8b 08 48 8b 84 0a 00 01 00 00 48 39 04 0a 7c | J...(...........I..H.......H9..| |
| 39760 | 25 4c 89 24 0a 41 ff ca 49 8b 08 48 8b 84 11 00 03 00 00 48 83 ea 08 48 29 81 30 05 00 00 49 83 | %L.$.A..I..H.......H...H).0...I. |
| 39780 | e9 01 79 cc eb 1a 49 63 c2 48 ff 44 c1 28 49 8b 08 48 8b 84 c1 28 02 00 00 48 01 81 30 05 00 00 | ..y...Ic.H.D.(I..H...(...H..0... |
| 397a0 | 41 ff c3 49 83 c0 08 45 3b 5f 10 0f 8c ef fe ff ff 4c 8b 7d 90 4c 8b 74 24 48 48 83 ee 01 0f 85 | A..I...E;_.......L.}.L.t$HH..... |
| 397c0 | 7f fe ff ff 4c 8b 74 24 60 4c 8b 7c 24 58 48 8b 44 24 50 48 8b c8 ff 15 dc 51 01 00 48 8b 15 3d | ....L.t$`L.|$XH.D$PH.....Q..H..= |
| 397e0 | e9 06 00 45 33 c0 49 8b cf e8 92 5b fd ff 49 83 2f 01 48 8b d8 75 09 49 8b cf ff 15 08 52 01 00 | ...E3.I....[..I./.H..u.I.....R.. |
| 39800 | 48 85 db 0f 85 9e 00 00 00 be 90 39 00 00 bb 69 0b 00 00 48 8b 3d 3e d7 01 00 4d 85 ed 74 10 49 | H..........9...i...H.=>...M..t.I |
| 39820 | 83 6d 00 01 75 09 49 8b cd ff 15 d9 51 01 00 4d 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff 15 | .m..u.I.....Q..M..t.I.,$.u.I.... |
| 39840 | c4 51 01 00 48 8b 44 24 30 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 ab 51 01 00 4d 85 f6 | .Q..H.D$0H..t.H.(.u.H.....Q..M.. |
| 39860 | 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 97 51 01 00 48 8b 44 24 38 48 85 c0 74 0f 48 83 28 01 75 | t.I...u.I.....Q..H.D$8H..t.H.(.u |
| 39880 | 09 48 8b c8 ff 15 7e 51 01 00 4c 8b cf 48 8d 0d 44 b7 06 00 44 8b c3 8b d6 e8 c2 1f fd ff 48 8b | .H....~Q..L..H..D...D.........H. |
| 398a0 | 44 24 40 33 ff eb 1a 48 83 2b 01 75 09 48 8b cb ff 15 52 51 01 00 48 8b 44 24 40 48 8b f8 48 ff | D$@3...H.+.u.H....RQ..H.D$@H..H. |
| 398c0 | 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 33 51 01 00 48 8b 44 24 48 48 85 c0 74 0f 48 | .H..t.H.(.u.H....3Q..H.D$HH..t.H |
| 398e0 | 83 28 01 75 09 48 8b c8 ff 15 1a 51 01 00 48 8b 44 24 78 0f 28 b4 24 30 01 00 00 4c 8b bc 24 48 | .(.u.H.....Q..H.D$x.(.$0...L..$H |
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| 39920 | 01 00 00 48 8b 9c 24 70 01 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 c9 50 01 00 48 | ...H..$p...H..t.H.(.u.H.....P..H |
| 39940 | 8b 44 24 68 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 b0 50 01 00 48 8b c7 48 8b 4d 28 48 | .D$hH..t.H.(.u.H.....P..H..H.M(H |
| 39960 | 33 cc e8 69 df fc ff 48 81 c4 78 01 00 00 5f 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | 3..i...H..x..._]................ |
| 39980 | 40 53 55 56 57 41 54 41 56 41 57 48 83 ec 60 48 8b 05 ca 1a 04 00 48 33 c4 48 89 44 24 58 4c 8b | @SUVWATAVAWH..`H......H3.H.D$XL. |
| 399a0 | 35 a3 51 01 00 0f 57 c0 48 8b 72 10 4d 8b f8 4c 89 74 24 50 48 8b c6 48 8b fa 4c 8b e1 f3 0f 7f | 5.Q...W.H.r.M..L.t$PH..H..L..... |
| 399c0 | 44 24 40 4d 85 c0 0f 84 70 01 00 00 48 85 f6 74 33 48 83 e8 01 74 22 48 83 e8 01 74 13 48 83 f8 | D$@M....p...H..t3H...t"H...t.H.. |
| 399e0 | 01 0f 85 65 01 00 00 4c 8b 72 28 4c 89 74 24 50 48 8b 42 20 48 89 44 24 48 48 8b 6a 18 48 89 6c | ...e...L.r(L.t$PH.B.H.D$HH.j.H.l |
| 39a00 | 24 40 eb 05 48 8b 6c 24 40 49 8b cf ff 15 fe 50 01 00 48 8b d8 48 8b c6 48 85 f6 74 0e 48 83 e8 | $@..H.l$@I.....P..H..H..H..t.H.. |
| 39a20 | 01 74 30 48 83 f8 01 74 4b eb 76 48 8b 15 b6 d5 06 00 49 8b cf 4c 8b 42 18 ff 15 c9 4d 01 00 48 | .t0H...tK.vH......I..L.B....M..H |
| 39a40 | 89 44 24 40 48 8b e8 48 85 c0 0f 84 e6 00 00 00 48 ff cb 48 8b 15 f6 d3 06 00 49 8b cf 4c 8b 42 | .D$@H..H........H..H......I..L.B |
| 39a60 | 18 ff 15 a1 4d 01 00 48 89 44 24 48 48 85 c0 74 7b 48 ff cb 48 85 db 0f 8e 59 01 00 00 48 8b 15 | ....M..H.D$HH..t{H..H....Y...H.. |
| 39a80 | 24 d3 06 00 49 8b cf 4c 8b 42 18 ff 15 77 4d 01 00 48 85 c0 74 0b 4c 8b f0 48 89 44 24 50 48 ff | $...I..L.B...wM..H..t.L..H.D$PH. |
| 39aa0 | cb 48 85 db 0f 8e 2c 01 00 00 48 8d 05 c7 b5 06 00 49 8b cf 48 89 44 24 28 4c 8d 4c 24 40 48 8d | .H....,...H......I..H.D$(L.L$@H. |
| 39ac0 | 15 6b 38 06 00 48 89 74 24 20 e8 e1 59 fd ff 85 c0 79 0a ba 86 37 00 00 e9 cb 00 00 00 4c 8b 74 | .k8..H.t$...Y....y...7.......L.t |
| 39ae0 | 24 50 48 8b 6c 24 40 e9 ea 00 00 00 48 8d 0d f9 7d 06 00 48 c7 44 24 30 01 00 00 00 48 89 4c 24 | $PH.l$@.....H...}..H.D$0....H.L$ |
| 39b00 | 28 4c 8d 0d 70 8a 06 00 48 8b 0d 99 4d 01 00 4c 8d 05 72 b5 06 00 48 8d 15 0b 8a 06 00 48 c7 44 | (L..p...H...M..L..r...H......H.D |
| 39b20 | 24 20 02 00 00 00 48 8b 09 ff 15 51 4f 01 00 ba 7c 37 00 00 eb 72 48 8b 77 10 eb 10 48 83 e8 02 | $.....H....QO...|7...rH.w...H... |
| 39b40 | 0f 84 83 00 00 00 48 83 f8 01 74 79 33 c0 48 89 74 24 30 48 83 fe 02 48 8d 0d 12 8a 06 00 4c 8d | ......H...ty3.H.t$0H...H......L. |
| 39b60 | 0d 13 8a 06 00 0f 9d c0 4c 8d 05 f9 b4 06 00 48 83 c0 02 48 8d 15 ae 89 06 00 48 83 fe 02 4c 0f | ........L......H...H......H...L. |
| 39b80 | 4d c9 48 8d 0d 63 7d 06 00 48 89 4c 24 28 48 8b 0d 13 4d 01 00 48 89 44 24 20 48 8b 09 ff 15 dd | M.H..c}..H.L$(H...M..H.D$.H..... |
| 39ba0 | 4e 01 00 ba 98 37 00 00 4c 8b 0d a9 d3 01 00 48 8d 0d 82 b4 06 00 41 b8 f7 0a 00 00 e8 9f 1c fd | N....7..L......H......A......... |
| 39bc0 | ff 33 c0 eb 24 4c 8b 72 28 48 8b 42 20 48 8b 6a 18 48 89 44 24 48 4c 8b 44 24 48 4d 8b ce 48 8b | .3..$L.r(H.B.H.j.H.D$HL.D$HM..H. |
| 39be0 | d5 49 8b cc e8 97 e2 ff ff 48 8b 4c 24 58 48 33 cc e8 da dc fc ff 48 83 c4 60 41 5f 41 5e 41 5c | .I.......H.L$XH3......H..`A_A^A\ |
| 39c00 | 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 55 53 41 56 49 8d ab 38 ff ff ff 48 81 | _^][............L..USAVI..8...H. |
| 39c20 | ec b0 01 00 00 48 8b 05 34 18 04 00 48 33 c4 48 89 45 48 48 8b 85 f0 00 00 00 4c 8b f2 48 8b 1d | .....H..4...H3.H.EHH......L..H.. |
| 39c40 | 6c db 06 00 49 89 73 e0 49 8b f1 49 89 7b d8 4d 89 63 d0 4d 89 6b c8 4d 8b e8 4d 89 7b c0 41 0f | l...I.s.I..I.{.M.c.M.k.M..M.{.A. |
| 39c60 | 29 73 a8 48 89 45 b0 33 c0 48 89 4d a8 8b f8 41 0f 29 7b 98 44 8b f8 45 0f 29 43 88 44 8b e0 8d | )s.H.E.3.H.M...A.){.D..E.)C.D... |
| 39c80 | 48 0c 48 89 45 a0 48 89 45 90 48 89 45 98 48 89 45 88 48 89 45 80 ff 93 68 01 00 00 4c 89 64 24 | H.H.E.H.E.H.E.H.E.H.E...h...L.d$ |
| 39ca0 | 28 45 33 c9 48 8b d0 c7 44 24 20 00 01 00 00 45 33 c0 49 8b ce ff 93 28 02 00 00 48 8b d8 48 85 | (E3.H...D$.....E3.I....(...H..H. |
| 39cc0 | c0 75 17 48 8b 35 8e d2 01 00 bb d6 0a 00 00 41 be e7 34 00 00 e9 85 14 00 00 48 39 38 75 09 48 | .u.H.5.........A..4.......H98u.H |
| 39ce0 | 8b cb ff 15 20 4d 01 00 48 89 5d a0 b9 0c 00 00 00 48 8b 1d b8 da 06 00 ff 93 68 01 00 00 48 89 | .....M..H.]......H........h...H. |
| 39d00 | 7c 24 28 45 33 c9 48 8b d0 c7 44 24 20 00 01 00 00 45 33 c0 49 8b cd ff 93 28 02 00 00 48 8b d8 | |$(E3.H...D$.....E3.I....(...H.. |
| 39d20 | 48 85 c0 75 17 48 8b 35 2c d2 01 00 bb d7 0a 00 00 41 be f6 34 00 00 e9 23 14 00 00 48 39 38 75 | H..u.H.5,........A..4...#...H98u |
| 39d40 | 09 48 8b cb ff 15 be 4c 01 00 48 89 5d 90 b9 0c 00 00 00 48 8b 1d 56 da 06 00 ff 93 68 01 00 00 | .H.....L..H.]......H..V.....h... |
| 39d60 | 48 89 7c 24 28 45 33 c9 48 8b d0 c7 44 24 20 00 01 00 00 45 33 c0 48 8b ce ff 93 28 02 00 00 48 | H.|$(E3.H...D$.....E3.H....(...H |
| 39d80 | 8b d8 48 85 c0 75 17 48 8b 35 ca d1 01 00 bb d8 0a 00 00 41 be 05 35 00 00 e9 c1 13 00 00 48 39 | ..H..u.H.5.........A..5.......H9 |
| 39da0 | 38 75 09 48 8b cb ff 15 5c 4c 01 00 48 8b 45 90 33 c9 48 89 5d 98 8b 50 18 48 8b 45 a0 8b 40 18 | 8u.H....\L..H.E.3.H.]..P.H.E..@. |
| 39dc0 | 3b c2 0f 94 c1 75 13 8b 43 18 33 c9 3b d0 0f 94 c1 75 07 33 c9 85 c0 0f 94 c1 85 c9 0f 84 47 03 | ;....u..C.3.;....u.3..........G. |
| 39de0 | 00 00 49 8b ce ff 15 7d 4d 01 00 66 0f 2e 05 65 a5 03 00 44 0f 28 c0 7a 24 75 22 ff 15 27 4e 01 | ..I....}M..f...e...D.(.z$u"..'N. |
| 39e00 | 00 48 85 c0 74 17 48 8b 35 4b d1 01 00 bb db 0a 00 00 41 be 27 35 00 00 e9 42 13 00 00 48 8b ce | .H..t.H.5K........A.'5...B...H.. |
| 39e20 | ff 15 42 4d 01 00 66 0f 2e 05 2a a5 03 00 0f 28 f8 7a 24 75 22 ff 15 ed 4d 01 00 48 85 c0 74 17 | ..BM..f...*....(.z$u"...M..H..t. |
| 39e40 | 48 8b 35 11 d1 01 00 bb dc 0a 00 00 41 be 31 35 00 00 e9 08 13 00 00 49 8b cd ff 15 08 4d 01 00 | H.5.........A.15.......I.....M.. |
| 39e60 | 66 0f 2e 05 f0 a4 03 00 0f 28 f0 7a 24 75 22 ff 15 b3 4d 01 00 48 85 c0 74 17 48 8b 35 d7 d0 01 | f........(.z$u"...M..H..t.H.5... |
| 39e80 | 00 bb dd 0a 00 00 41 be 3b 35 00 00 e9 ce 12 00 00 45 33 f6 66 44 0f 2f c6 41 8b c6 0f 97 c0 85 | ......A.;5.......E3.fD./.A...... |
| 39ea0 | c0 74 66 48 8b 15 be e0 06 00 45 33 c0 48 8b 0d 2c e1 06 00 e8 c7 54 fd ff 48 8b d8 48 85 c0 75 | .tfH......E3.H..,.....T..H..H..u |
| 39ec0 | 17 48 8b 35 90 d0 01 00 bb e0 0a 00 00 41 be 4f 35 00 00 e9 87 12 00 00 45 33 c9 48 8b cb e8 ed | .H.5.........A.O5.......E3.H.... |
| 39ee0 | 52 fd ff 48 83 2b 01 75 09 48 8b cb ff 15 16 4b 01 00 48 8b 35 5f d0 01 00 bb e0 0a 00 00 41 be | R..H.+.u.H.....K..H.5_........A. |
| 39f00 | 53 35 00 00 e9 56 12 00 00 66 0f 2f f7 41 8b c6 0f 97 c0 85 c0 74 66 48 8b 15 1a e4 06 00 45 33 | S5...V...f./.A.......tfH......E3 |
| 39f20 | c0 48 8b 0d b8 e0 06 00 e8 53 54 fd ff 48 8b d8 48 85 c0 75 17 48 8b 35 1c d0 01 00 bb e2 0a 00 | .H.......ST..H..H..u.H.5........ |
| 39f40 | 00 41 be 6f 35 00 00 e9 13 12 00 00 45 33 c9 48 8b cb e8 79 52 fd ff 48 83 2b 01 75 09 48 8b cb | .A.o5.......E3.H...yR..H.+.u.H.. |
| 39f60 | ff 15 a2 4a 01 00 48 8b 35 eb cf 01 00 bb e2 0a 00 00 41 be 73 35 00 00 e9 e2 11 00 00 66 44 0f | ...J..H.5.........A.s5.......fD. |
| 39f80 | 2e c7 7a 68 75 66 48 8b 15 eb e0 06 00 45 33 c0 48 8b 0d 49 e0 06 00 e8 e4 53 fd ff 48 8b d8 48 | ..zhufH......E3.H..I.....S..H..H |
| 39fa0 | 85 c0 75 17 48 8b 35 ad cf 01 00 bb e4 0a 00 00 41 be 8f 35 00 00 e9 a4 11 00 00 45 33 c9 48 8b | ..u.H.5.........A..5.......E3.H. |
| 39fc0 | cb e8 0a 52 fd ff 48 83 2b 01 75 09 48 8b cb ff 15 33 4a 01 00 48 8b 35 7c cf 01 00 bb e4 0a 00 | ...R..H.+.u.H....3J..H.5|....... |
| 39fe0 | 00 41 be 93 35 00 00 e9 73 11 00 00 48 8b 75 a8 41 0f 28 c0 4c 8b be c8 00 00 00 49 ff 07 ff 15 | .A..5...s...H.u.A.(.L......I.... |
| 3a000 | ec 4a 01 00 4c 8b e8 48 85 c0 75 10 bb e6 0a 00 00 41 be b0 35 00 00 e9 cf 10 00 00 0f 28 c6 ff | .J..L..H..u......A..5........(.. |
| 3a020 | 15 cb 4a 01 00 48 89 45 88 48 8b d8 48 85 c0 75 10 bb e7 0a 00 00 41 be ba 35 00 00 e9 99 0e 00 | ..J..H.E.H..H..u......A..5...... |
| 3a040 | 00 0f 28 c7 ff 15 a6 4a 01 00 48 8b f8 48 85 c0 75 10 bb e8 0a 00 00 41 be c4 35 00 00 e9 78 0e | ..(....J..H..H..u......A..5...x. |
| 3a060 | 00 00 48 8b 05 df 4a 01 00 48 8d 56 18 4c 8b 45 b0 48 8d 0d c8 83 fc ff 48 89 44 24 70 4d 8b cf | ..H...J..H.V.L.E.H......H.D$pM.. |
| 3a080 | 48 8b 05 d9 cb 06 00 44 89 74 24 68 48 89 44 24 60 48 89 7c 24 58 44 89 74 24 50 48 89 44 24 48 | H......D.t$hH.D$`H.|$XD.t$PH.D$H |
| 3a0a0 | 48 89 5c 24 40 44 89 74 24 38 48 89 44 24 30 4c 89 6c 24 28 c7 44 24 20 03 00 00 00 ff 15 be e0 | H.\$@D.t$8H.D$0L.l$(.D$......... |
| 3a0c0 | 06 00 48 89 45 80 48 85 c0 75 10 bb e5 0a 00 00 41 be ce 35 00 00 e9 ff 0d 00 00 49 83 2f 01 75 | ..H.E.H..u......A..5.......I./.u |
| 3a0e0 | 09 49 8b cf ff 15 1e 49 01 00 49 83 6d 00 01 75 09 49 8b cd ff 15 0e 49 01 00 48 83 2b 01 75 09 | .I.....I..I.m..u.I.....I..H.+.u. |
| 3a100 | 48 8b cb ff 15 ff 48 01 00 48 83 2f 01 75 09 48 8b cf ff 15 f0 48 01 00 48 8b 5d 80 48 8b 75 90 | H.....H..H./.u.H.....H..H.].H.u. |
| 3a120 | 4c 8b 75 98 e9 69 10 00 00 48 8b 0d 18 da 06 00 48 8b 41 18 48 39 05 c5 da 06 00 75 21 48 8b 05 | L.u..i...H......H.A.H9.....u!H.. |
| 3a140 | 5c dd 06 00 48 85 c0 74 0c 48 ff 00 48 8b 3d 4d dd 06 00 eb 5d 48 8b 0d fc c7 06 00 eb 4c 48 8b | \...H..t.H..H.=M....]H.......LH. |
| 3a160 | 1d f3 c7 06 00 48 8b d3 4c 8b 43 18 ff 15 96 46 01 00 48 8b f8 48 8b 05 cc d9 06 00 48 8b 48 18 | .....H..L.C....F..H..H......H.H. |
| 3a180 | 48 89 0d 79 da 06 00 48 89 3d 12 dd 06 00 48 85 ff 74 05 48 ff 07 eb 1a ff 15 8a 4a 01 00 48 85 | H..y...H.=....H..t.H.......J..H. |
| 3a1a0 | c0 74 04 33 ff eb 0b 48 8b cb e8 31 58 fd ff 48 8b f8 48 85 ff 75 17 48 8b 35 9a cd 01 00 bb ea | .t.3...H...1X..H..H..u.H.5...... |
| 3a1c0 | 0a 00 00 41 be e8 35 00 00 e9 91 0f 00 00 48 8b 47 08 48 8b cf 48 8b 15 94 cb 06 00 4c 8b 80 90 | ...A..5.......H.G.H..H......L... |
| 3a1e0 | 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 85 49 01 00 48 89 45 88 48 8b d8 48 85 c0 75 17 48 | ...M..t.A.......I..H.E.H..H..u.H |
| 3a200 | 8b 35 52 cd 01 00 bb ea 0a 00 00 41 be ea 35 00 00 e9 0c 0f 00 00 48 83 2f 01 75 09 48 8b cf ff | .5R........A..5.......H./.u.H... |
| 3a220 | 15 e3 47 01 00 48 8b 0d 1c d9 06 00 33 ff 48 8b 41 18 48 39 05 07 dd 06 00 75 21 48 8b 05 46 d5 | ..G..H......3.H.A.H9.....u!H..F. |
| 3a240 | 06 00 48 85 c0 74 0c 48 ff 00 4c 8b 2d 37 d5 06 00 eb 5f 48 8b 0d fe c6 06 00 eb 4e 48 8b 35 f5 | ..H..t.H..L.-7...._H.......NH.5. |
| 3a260 | c6 06 00 48 8b d6 4c 8b 46 18 ff 15 98 45 01 00 4c 8b e8 48 8b 05 ce d8 06 00 48 8b 48 18 48 89 | ...H..L.F....E..L..H......H.H.H. |
| 3a280 | 0d bb dc 06 00 4c 89 2d fc d4 06 00 4d 85 ed 74 06 49 ff 45 00 eb 1b ff 15 8b 49 01 00 48 85 c0 | .....L.-....M..t.I.E......I..H.. |
| 3a2a0 | 74 05 45 33 ed eb 0b 48 8b ce e8 31 57 fd ff 4c 8b e8 4d 85 ed 75 17 48 8b 35 9a cc 01 00 bb ea | t.E3...H...1W..L..M..u.H.5...... |
| 3a2c0 | 0a 00 00 41 be ed 35 00 00 e9 3c 0e 00 00 49 8b 45 08 49 8b cd 48 8b 15 54 c6 06 00 4c 8b 80 90 | ...A..5...<...I.E.I..H..T...L... |
| 3a2e0 | 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 85 48 01 00 4c 8b f8 48 85 c0 75 10 bb ea 0a 00 00 | ...M..t.A.......H..L..H..u...... |
| 3a300 | 41 be ef 35 00 00 e9 cf 0b 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 ed 46 01 00 48 8b 05 16 47 | A..5.......I.m..u.I.....F..H...G |
| 3a320 | 01 00 45 33 ed 33 f6 49 39 47 08 75 2b 4d 8b 6f 18 4d 85 ed 74 22 49 8b 47 10 49 8b cf 49 ff 45 | ..E3.3.I9G.u+M.o.M..t"I.G.I..I.E |
| 3a340 | 00 4c 8b f8 48 ff 00 48 83 29 01 75 06 ff 15 b5 46 01 00 be 01 00 00 00 49 8b 4f 08 48 3b 0d 15 | .L..H..H.).u....F.......I.O.H;.. |
| 3a360 | 49 01 00 75 49 48 8b 45 a0 48 8d 55 c0 48 89 45 c0 44 8d 46 02 48 8b 45 90 49 8b cf 48 89 45 c8 | I..uIH.E.H.U.H.E.D.F.H.E.I..H.E. |
| 3a380 | 8b c6 48 c1 e0 03 48 2b d0 4c 89 6d b8 e8 4e 4c fd ff 48 8b f8 48 85 c0 0f 85 a2 00 00 00 bb ea | ..H...H+.L.m..NL..H..H.......... |
| 3a3a0 | 0a 00 00 41 be 01 36 00 00 e9 2c 0b 00 00 48 8b 15 23 49 01 00 48 3b ca 74 0e ff 15 68 46 01 00 | ...A..6...,...H..#I..H;.t...hF.. |
| 3a3c0 | 85 c0 0f 84 92 00 00 00 4d 8b 47 10 41 8b 48 10 8b c1 83 e0 8d 3d 80 00 00 00 75 7e 48 8b 45 a0 | ........M.G.A.H......=....u~H.E. |
| 3a3e0 | 48 8d 55 d8 48 89 45 d8 44 8d 56 02 48 8b 45 90 48 89 45 e0 8b c6 48 c1 e0 03 48 2b d0 4c 89 6d | H.U.H.E.D.V.H.E.H.E...H...H+.L.m |
| 3a400 | d0 4d 8b 58 08 f6 c1 20 74 04 33 c0 eb 04 49 8b 47 18 f6 c1 02 4d 8b c2 48 8b c8 74 08 45 33 c9 | .M.X....t.3...I.G....M..H..t.E3. |
| 3a420 | 41 ff d3 eb 03 41 ff d3 48 8b f8 48 85 c0 75 10 bb ea 0a 00 00 41 be 09 36 00 00 e9 9a 0a 00 00 | A....A..H..H..u......A..6....... |
| 3a440 | 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 b3 45 01 00 45 33 ed eb 7c 48 8d 4e 02 ff 15 | M..t.I.m..u.I.....E..E3..|H.N... |
| 3a460 | d4 46 01 00 4c 8b e0 48 85 c0 75 10 bb ea 0a 00 00 41 be 0f 36 00 00 e9 5e 0a 00 00 4d 85 ed 74 | .F..L..H..u......A..6...^...M..t |
| 3a480 | 07 4c 89 68 18 45 33 ed 48 8b 45 a0 45 33 c0 49 8b d4 49 8b cf 48 ff 00 49 89 44 f4 18 48 8b 45 | .L.h.E3.H.E.E3.I..I..H..I.D..H.E |
| 3a4a0 | 90 48 ff 00 49 89 44 f4 20 e8 d2 4e fd ff 48 8b f8 48 85 c0 75 10 bb ea 0a 00 00 41 be 1a 36 00 | .H..I.D....N..H..H..u......A..6. |
| 3a4c0 | 00 e9 14 0a 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 32 45 01 00 49 83 2f 01 75 09 49 8b cf ff | ......I.,$.u.I....2E..I./.u.I... |
| 3a4e0 | 15 23 45 01 00 48 8b 05 4c 45 01 00 45 33 f6 48 39 43 08 75 39 4c 8b 73 18 4d 85 f6 74 30 48 8b | .#E..H..LE..E3.H9C.u9L.s.M..t0H. |
| 3a500 | 73 10 48 8b cb 49 ff 06 48 8b de 48 89 5d 88 48 ff 06 48 83 29 01 75 06 ff 15 ea 44 01 00 4c 8b | s.H..I..H..H.].H..H.).u....D..L. |
| 3a520 | c7 49 8b d6 48 8b ce e8 64 46 fd ff eb 0b 48 8b d7 48 8b cb e8 87 47 fd ff 48 89 45 80 48 8b f0 | .I..H...dF....H..H....G..H.E.H.. |
| 3a540 | 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 b4 44 01 00 45 33 ff 48 83 2f 01 75 09 48 8b cf | M..t.I...u.I.....D..E3.H./.u.H.. |
| 3a560 | ff 15 a2 44 01 00 33 ff 48 85 f6 75 13 bb ea 0a 00 00 41 be 2c 36 00 00 45 33 e4 e9 5a 09 00 00 | ...D..3.H..u......A.,6..E3..Z... |
| 3a580 | 48 83 2b 01 75 09 48 8b cb ff 15 79 44 01 00 33 c9 48 89 4d 88 48 8b ce e8 e3 e4 fc ff 8b d8 85 | H.+.u.H....yD..3.H.M.H.......... |
| 3a5a0 | c0 79 13 bb ea 0a 00 00 41 be 2f 36 00 00 45 33 e4 e9 24 09 00 00 48 83 2e 01 75 09 48 8b ce ff | .y......A./6..E3..$...H...u.H... |
| 3a5c0 | 15 43 44 01 00 33 c0 48 89 45 80 85 db 74 69 48 8b 15 92 d9 06 00 45 33 c0 48 8b 0d 00 da 06 00 | .CD..3.H.E...tiH......E3.H...... |
| 3a5e0 | e8 9b 4d fd ff 48 89 45 80 48 8b c8 48 85 c0 75 13 bb eb 0a 00 00 41 be 3a 36 00 00 45 33 e4 e9 | ..M..H.E.H..H..u......A.:6..E3.. |
| 3a600 | d6 08 00 00 45 33 c9 e8 c4 4b fd ff 48 8b 45 80 48 83 28 01 75 09 48 8b c8 ff 15 e9 43 01 00 33 | ....E3...K..H.E.H.(.u.H.....C..3 |
| 3a620 | c0 bb eb 0a 00 00 48 89 45 80 45 33 e4 41 be 3e 36 00 00 e9 a2 08 00 00 48 8b 0d 09 d5 06 00 48 | ......H.E.E3.A.>6.......H......H |
| 3a640 | 8b 41 18 48 39 05 d6 dc 06 00 75 25 48 8b 05 35 d2 06 00 48 85 c0 74 10 48 ff 00 4c 8b 05 26 d2 | .A.H9.....u%H..5...H..t.H..L..&. |
| 3a660 | 06 00 4c 89 45 88 eb 6a 48 8b 0d e9 c2 06 00 eb 55 48 8b 1d e0 c2 06 00 48 8b d3 4c 8b 43 18 ff | ..L.E..jH.......UH......H..L.C.. |
| 3a680 | 15 83 41 01 00 4c 8b c0 48 89 45 88 48 8b 05 b5 d4 06 00 48 8b 48 18 48 89 0d 82 dc 06 00 4c 89 | ..A..L..H.E.H......H.H.H......L. |
| 3a6a0 | 05 e3 d1 06 00 4d 85 c0 74 05 49 ff 00 eb 23 ff 15 73 45 01 00 48 85 c0 74 09 45 33 c0 4c 89 45 | .....M..t.I...#..sE..H..t.E3.L.E |
| 3a6c0 | 88 eb 0f 48 8b cb e8 15 53 fd ff 48 89 45 88 4c 8b c0 4d 85 c0 75 13 bb ec 0a 00 00 41 be 50 36 | ...H....S..H.E.L..M..u......A.P6 |
| 3a6e0 | 00 00 45 33 e4 e9 f0 07 00 00 49 8b 40 08 49 8b c8 48 8b 15 78 c6 06 00 4c 8b 88 90 00 00 00 4d | ..E3......I.@.I..H..x...L......M |
| 3a700 | 85 c9 74 05 41 ff d1 eb 06 ff 15 69 44 01 00 48 8b f8 48 85 c0 75 13 bb ec 0a 00 00 41 be 52 36 | ..t.A......iD..H..H..u......A.R6 |
| 3a720 | 00 00 45 33 e4 e9 b0 07 00 00 48 8b 4d 88 48 83 29 01 75 06 ff 15 ce 42 01 00 33 c9 48 89 4d 88 | ..E3......H.M.H.).u....B..3.H.M. |
| 3a740 | 48 8b 0d 01 d4 06 00 48 8b 41 18 48 39 05 de cf 06 00 75 21 48 8b 05 65 d6 06 00 48 85 c0 74 0c | H......H.A.H9.....u!H..e...H..t. |
| 3a760 | 48 ff 00 4c 8b 3d 56 d6 06 00 eb 5e 48 8b 0d e5 c1 06 00 eb 4d 48 8b 1d dc c1 06 00 48 8b d3 4c | H..L.=V....^H.......MH......H..L |
| 3a780 | 8b 43 18 ff 15 7f 40 01 00 4c 8b f8 48 8b 05 b5 d3 06 00 48 8b 48 18 48 89 0d 92 cf 06 00 4c 89 | .C....@..L..H......H.H.H......L. |
| 3a7a0 | 3d 1b d6 06 00 4d 85 ff 74 05 49 ff 07 eb 1b ff 15 73 44 01 00 48 85 c0 74 05 45 33 ff eb 0b 48 | =....M..t.I......sD..H..t.E3...H |
| 3a7c0 | 8b cb e8 19 52 fd ff 4c 8b f8 4d 85 ff 75 13 bb ec 0a 00 00 41 be 55 36 00 00 45 33 e4 e9 f8 06 | ....R..L..M..u......A.U6..E3.... |
| 3a7e0 | 00 00 49 8b 47 08 49 8b cf 48 8b 15 40 c1 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb | ..I.G.I..H..@...L......M..t.A... |
| 3a800 | 06 ff 15 71 43 01 00 4c 8b e0 48 85 c0 75 10 bb ec 0a 00 00 41 be 57 36 00 00 e9 bb 06 00 00 49 | ...qC..L..H..u......A.W6.......I |
| 3a820 | 83 2f 01 75 09 49 8b cf ff 15 da 41 01 00 48 8b 05 03 42 01 00 45 33 ff 33 db 49 39 44 24 08 75 | ./.u.I.....A..H...B..E3.3.I9D$.u |
| 3a840 | 2c 4d 8b 7c 24 18 4d 85 ff 74 22 49 8b 44 24 10 49 8b cc 49 ff 07 4c 8b e0 48 ff 00 48 83 29 01 | ,M.|$.M..t"I.D$.I..I..L..H..H.). |
| 3a860 | 75 06 ff 15 a0 41 01 00 bb 01 00 00 00 49 8b 4c 24 08 48 3b 0d ff 43 01 00 75 65 48 8b 45 90 48 | u....A.......I.L$.H;..C..ueH.E.H |
| 3a880 | 8d 55 f0 48 89 45 f0 44 8d 43 02 48 8b 45 98 49 8b cc 48 89 45 f8 8b c3 48 c1 e0 03 48 2b d0 4c | .U.H.E.D.C.H.E.I..H.E...H...H+.L |
| 3a8a0 | 89 7d e8 e8 38 47 fd ff 48 89 45 88 48 8b d8 48 85 c0 75 10 bb ec 0a 00 00 41 be 69 36 00 00 e9 | .}..8G..H.E.H..H..u......A.i6... |
| 3a8c0 | 16 06 00 00 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 30 41 01 00 45 33 ff e9 40 01 00 00 | ....M..t.I./.u.I....0A..E3..@... |
| 3a8e0 | 48 8b 15 f1 43 01 00 48 3b ca 74 0e ff 15 36 41 01 00 85 c0 0f 84 a2 00 00 00 4d 8b 44 24 10 41 | H...C..H;.t...6A..........M.D$.A |
| 3a900 | 8b 48 10 8b c1 83 e0 8d 3d 80 00 00 00 0f 85 89 00 00 00 48 8b 45 90 48 8d 55 08 48 89 45 08 44 | .H......=..........H.E.H.U.H.E.D |
| 3a920 | 8d 53 02 48 8b 45 98 48 89 45 10 8b c3 48 c1 e0 03 48 2b d0 4c 89 7d 00 4d 8b 58 08 f6 c1 20 74 | .S.H.E.H.E...H...H+.L.}.M.X....t |
| 3a940 | 04 33 c0 eb 05 49 8b 44 24 18 f6 c1 02 4d 8b c2 48 8b c8 74 08 45 33 c9 41 ff d3 eb 03 41 ff d3 | .3...I.D$....M..H..t.E3.A....A.. |
| 3a960 | 48 89 45 88 4c 8b c0 48 85 c0 75 10 bb ec 0a 00 00 41 be 71 36 00 00 e9 5e 05 00 00 4d 85 ff 74 | H.E.L..H..u......A.q6...^...M..t |
| 3a980 | 0f 49 83 2f 01 75 09 49 8b cf ff 15 78 40 01 00 48 8b 5d 88 45 33 ff e9 84 00 00 00 8d 4b 02 ff | .I./.u.I....x@..H.].E3.......K.. |
| 3a9a0 | 15 93 41 01 00 4c 8b e8 48 85 c0 75 10 bb ec 0a 00 00 41 be 77 36 00 00 e9 2e 07 00 00 4d 85 ff | ..A..L..H..u......A.w6.......M.. |
| 3a9c0 | 74 07 4c 89 78 18 45 33 ff 48 8b 4d 90 45 33 c0 8b c3 49 8b d5 48 ff 01 49 89 4c c5 18 48 8b 4d | t.L.x.E3.H.M.E3...I..H..I.L..H.M |
| 3a9e0 | 98 48 ff 01 49 89 4c c5 20 49 8b cc e8 8f 49 fd ff 48 89 45 88 48 8b d8 48 85 c0 75 10 bb ec 0a | .H..I.L..I....I..H.E.H..H..u.... |
| 3aa00 | 00 00 41 be 82 36 00 00 e9 cd 04 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 eb 3f 01 00 45 33 ed | ..A..6.......I.m..u.I.....?..E3. |
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| 3b580 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 81 ec 80 00 00 00 48 8b 99 | ................H.\$.WH......H.. |
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| 3b620 | 02 00 00 00 ff 15 56 cb 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 16 b9 | ......V...H..H..H..H..H..uBH.=.. |
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| 3b6a0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 53 55 56 57 41 55 41 56 41 57 48 81 ec | ................L..SUVWAUAVAWH.. |
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| 3b740 | 48 8b ac 24 80 00 00 00 49 8b cf ff 15 bf 33 01 00 48 8b d8 48 8b c7 48 85 ff 74 11 48 83 e8 01 | H..$....I.....3..H..H..H..t.H... |
| 3b760 | 74 36 48 83 f8 01 74 58 e9 83 00 00 00 48 8b 15 0c bc 06 00 49 8b cf 4c 8b 42 18 ff 15 87 30 01 | t6H...tX.....H......I..L.B....0. |
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| 3c6a0 | 44 24 48 48 8b 05 c6 ab 06 00 48 89 6c 24 40 44 89 74 24 38 48 89 44 24 30 48 89 7c 24 28 c7 44 | D$HH......H.l$@D.t$8H.D$0H.|$(.D |
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| 3c720 | 8b c6 48 8b 8c 24 98 00 00 00 48 33 cc e8 9e b1 fc ff 48 81 c4 a0 00 00 00 41 5f 41 5e 41 5d 5f | ..H..$....H3......H......A_A^A]_ |
| 3c740 | 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 81 ec 80 00 00 00 48 8b 99 | ^][.............H.\$.WH......H.. |
| 3c760 | c8 00 00 00 4d 8b d9 4c 8b d2 4c 8b cb 48 8d 51 18 48 8d 0d 28 55 fc ff 48 ff 03 48 8b 05 c6 23 | ....M..L..L..H.Q.H..(U..H..H...# |
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| 3c7a0 | 06 00 48 89 44 24 58 48 8b 05 ea a7 06 00 c7 44 24 50 01 00 00 00 48 89 44 24 48 48 8b 05 ae aa | ..H.D$XH.......D$P....H.D$HH.... |
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| 3c7e0 | 02 00 00 00 ff 15 96 b9 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 56 a7 | ..........H..H..H..H..H..uBH.=V. |
| 3c800 | 01 00 48 85 c9 75 09 48 8b cb ff 15 f8 21 01 00 4c 8b cf 48 8d 0d 06 8b 06 00 ba fe 31 00 00 41 | ..H..u.H.....!..L..H........1..A |
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| 3c840 | 75 09 48 8b cb ff 15 bd 21 01 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc | u.H.....!..H..H..$....H......_.. |
| 3c860 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 53 55 56 57 41 55 41 56 41 57 48 81 ec | ................L..SUVWAUAVAWH.. |
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| 3c8a0 | 48 8b 2d f1 b1 06 00 4c 8b e9 48 8b 35 97 22 01 00 4c 8b 72 10 49 89 7b a8 49 8b c6 49 89 6b b0 | H.-....L..H.5."..L.r.I.{.I..I.k. |
| 3c8c0 | 49 89 73 b8 4d 85 c0 0f 84 4c 01 00 00 4d 85 f6 74 36 48 83 e8 01 74 24 48 83 e8 01 74 12 48 83 | I.s.M....L...M..t6H...t$H...t.H. |
| 3c8e0 | f8 01 0f 85 58 01 00 00 48 8b 72 28 49 89 73 b8 48 8b 6a 20 48 89 ac 24 88 00 00 00 48 8b 7a 18 | ....X...H.r(I.s.H.j.H..$....H.z. |
| 3c900 | 48 89 bc 24 80 00 00 00 49 8b cf ff 15 ff 21 01 00 48 8b d8 49 8b c6 4d 85 f6 74 11 48 83 e8 01 | H..$....I.....!..H..I..M..t.H... |
| 3c920 | 74 3b 48 83 f8 01 74 65 e9 90 00 00 00 48 85 db 0f 8e a2 01 00 00 48 8b 15 0b a6 06 00 49 8b cf | t;H...te.....H........H......I.. |
| 3c940 | 4c 8b 42 18 ff 15 be 1e 01 00 48 85 c0 74 0e 48 8b f8 48 89 84 24 80 00 00 00 48 ff cb 48 85 db | L.B.......H..t.H..H..$....H..H.. |
| 3c960 | 0f 8e 72 01 00 00 48 8b 15 db a1 06 00 49 8b cf 4c 8b 42 18 ff 15 8e 1e 01 00 48 85 c0 74 0e 48 | ..r...H......I..L.B.......H..t.H |
| 3c980 | 8b e8 48 89 84 24 88 00 00 00 48 ff cb 48 85 db 0f 8e 42 01 00 00 48 8b 15 0b a4 06 00 49 8b cf | ..H..$....H..H....B...H......I.. |
| 3c9a0 | 4c 8b 42 18 ff 15 5e 1e 01 00 48 85 c0 74 0e 48 8b f0 48 89 84 24 90 00 00 00 48 ff cb 48 85 db | L.B...^...H..t.H..H..$....H..H.. |
| 3c9c0 | 0f 8e 12 01 00 00 48 8d 05 07 55 06 00 49 8b cf 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 | ......H...U..I..H.D$(L..$....H.. |
| 3c9e0 | 7c 02 06 00 4c 89 74 24 20 e8 c2 2a fd ff 85 c0 79 0a ba c1 31 00 00 e9 b0 00 00 00 48 8b b4 24 | |...L.t$...*....y...1.......H..$ |
| 3ca00 | 90 00 00 00 48 8b ac 24 88 00 00 00 48 8b bc 24 80 00 00 00 e9 bf 00 00 00 4d 85 f6 0f 84 b6 00 | ....H..$....H..$.........M...... |
| 3ca20 | 00 00 48 83 e8 01 0f 84 a8 00 00 00 48 83 e8 01 0f 84 9a 00 00 00 48 83 f8 01 0f 84 8c 00 00 00 | ..H.........H.........H......... |
| 3ca40 | 48 8d 15 d1 b9 06 00 4c 89 74 24 30 49 8b ce 48 8d 05 96 4e 06 00 48 c1 f9 3f 4c 8d 0d 17 5b 06 | H......L.t$0I..H...N..H..?L...[. |
| 3ca60 | 00 48 83 e1 fd 4c 8d 05 38 54 06 00 48 83 c1 03 48 83 f9 01 48 0f 44 c2 4d 85 f6 48 89 44 24 28 | .H...L..8T..H...H...H.D.M..H.D$( |
| 3ca80 | 48 8d 15 e9 5a 06 00 48 89 4c 24 20 4c 0f 49 ca 48 8b 0d 11 1e 01 00 48 8d 15 8a 5a 06 00 48 8b | H...Z..H.L$.L.I.H......H...Z..H. |
| 3caa0 | 09 ff 15 d9 1f 01 00 ba d5 31 00 00 4c 8b 0d a5 a4 01 00 48 8d 0d 96 88 06 00 41 b8 d3 08 00 00 | .........1..L......H......A..... |
| 3cac0 | e8 9b ed fc ff 33 c0 e9 e6 00 00 00 48 8b 72 28 48 8b 6a 20 48 8b 7a 18 49 8b 9d c8 00 00 00 49 | .....3......H.r(H.j.H.z.I......I |
| 3cae0 | 8d 55 18 45 33 f6 48 8d 0d b3 51 fc ff 4c 8b cb 4c 8b c6 48 ff 03 48 8b 05 4b 20 01 00 48 89 44 | .U.E3.H...Q..L..L..H..H..K...H.D |
| 3cb00 | 24 70 48 8b 05 57 a1 06 00 44 89 74 24 68 48 89 44 24 60 48 8b 05 b6 b1 06 00 48 89 44 24 58 48 | $pH..W...D.t$hH.D$`H......H.D$XH |
| 3cb20 | 8b 05 72 a4 06 00 c7 44 24 50 01 00 00 00 48 89 44 24 48 48 8b 05 36 a7 06 00 48 89 6c 24 40 44 | ..r....D$P....H.D$HH..6...H.l$@D |
| 3cb40 | 89 74 24 38 48 89 44 24 30 48 89 7c 24 28 c7 44 24 20 02 00 00 00 ff 15 24 b6 06 00 48 8b 0b 48 | .t$8H.D$0H.|$(.D$.......$...H..H |
| 3cb60 | 8b f8 48 ff c9 48 89 0b 48 85 c0 75 31 48 8b 3d e4 a3 01 00 48 85 c9 75 09 48 8b cb ff 15 86 1e | ..H..H..H..u1H.=....H..u.H...... |
| 3cb80 | 01 00 4c 8b cf 48 8d 0d 94 87 06 00 ba fe 31 00 00 41 b8 45 09 00 00 e8 c4 ec fc ff eb 11 48 85 | ..L..H........1..A.E..........H. |
| 3cba0 | c9 75 09 48 8b cb ff 15 5c 1e 01 00 4c 8b f7 49 8b c6 48 8b 8c 24 98 00 00 00 48 33 cc e8 0e ad | .u.H....\...L..I..H..$....H3.... |
| 3cbc0 | fc ff 48 81 c4 a0 00 00 00 41 5f 41 5e 41 5d 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc | ..H......A_A^A]_^][............. |
| 3cbe0 | 48 89 5c 24 08 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 4d 8b d9 4c 8b d2 4c 8b cb 48 8d 51 | H.\$.WH......H......M..L..L..H.Q |
| 3cc00 | 18 48 8d 0d e8 4f fc ff 48 ff 03 48 8b 05 36 1f 01 00 48 89 44 24 70 48 8b 05 42 a0 06 00 c7 44 | .H...O..H..H..6...H.D$pH..B....D |
| 3cc20 | 24 68 00 00 00 00 48 89 44 24 60 48 8b 05 9e b0 06 00 48 89 44 24 58 48 8b 05 5a a3 06 00 c7 44 | $h....H.D$`H......H.D$XH..Z....D |
| 3cc40 | 24 50 01 00 00 00 48 89 44 24 48 48 8b 05 1e a6 06 00 4c 89 44 24 40 4d 8b c3 c7 44 24 38 00 00 | $P....H.D$HH......L.D$@M...D$8.. |
| 3cc60 | 00 00 48 89 44 24 30 4c 89 54 24 28 c7 44 24 20 02 00 00 00 ff 15 06 b5 06 00 48 8b 0b 48 8b f8 | ..H.D$0L.T$(.D$...........H..H.. |
| 3cc80 | 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d c6 a2 01 00 48 85 c9 75 09 48 8b cb ff 15 68 1d 01 00 | H..H..H..uBH.=....H..u.H....h... |
| 3cca0 | 4c 8b cf 48 8d 0d d6 86 06 00 ba 69 31 00 00 41 b8 ce 08 00 00 e8 a6 eb fc ff 33 c0 48 8b 9c 24 | L..H.......i1..A..........3.H..$ |
| 3ccc0 | 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b cb ff 15 2d 1d 01 00 48 8b c7 48 8b | ....H......_.H..u.H....-...H..H. |
| 3cce0 | 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .$....H......_.................. |
| 3cd00 | 4c 8b dc 53 55 56 57 41 55 41 56 41 57 48 81 ec a0 00 00 00 48 8b 05 45 e7 03 00 48 33 c4 48 89 | L..SUVWAUAVAWH......H..E...H3.H. |
| 3cd20 | 84 24 98 00 00 00 48 8b 3d a3 af 06 00 4d 8b f8 48 8b 2d 61 ad 06 00 4c 8b e9 48 8b 35 07 1e 01 | .$....H.=....M..H.-a...L..H.5... |
| 3cd40 | 00 4c 8b 72 10 49 89 7b a8 49 8b c6 49 89 6b b0 49 89 73 b8 4d 85 c0 0f 84 4c 01 00 00 4d 85 f6 | .L.r.I.{.I..I.k.I.s.M....L...M.. |
| 3cd60 | 74 36 48 83 e8 01 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 58 01 00 00 48 8b 72 28 49 89 73 b8 | t6H...t$H...t.H.....X...H.r(I.s. |
| 3cd80 | 48 8b 6a 20 48 89 ac 24 88 00 00 00 48 8b 7a 18 48 89 bc 24 80 00 00 00 49 8b cf ff 15 6f 1d 01 | H.j.H..$....H.z.H..$....I....o.. |
| 3cda0 | 00 48 8b d8 49 8b c6 4d 85 f6 74 11 48 83 e8 01 74 3b 48 83 f8 01 74 65 e9 90 00 00 00 48 85 db | .H..I..M..t.H...t;H...te.....H.. |
| 3cdc0 | 0f 8e a2 01 00 00 48 8b 15 7b a1 06 00 49 8b cf 4c 8b 42 18 ff 15 2e 1a 01 00 48 85 c0 74 0e 48 | ......H..{...I..L.B.......H..t.H |
| 3cde0 | 8b f8 48 89 84 24 80 00 00 00 48 ff cb 48 85 db 0f 8e 72 01 00 00 48 8b 15 4b 9d 06 00 49 8b cf | ..H..$....H..H....r...H..K...I.. |
| 3ce00 | 4c 8b 42 18 ff 15 fe 19 01 00 48 85 c0 74 0e 48 8b e8 48 89 84 24 88 00 00 00 48 ff cb 48 85 db | L.B.......H..t.H..H..$....H..H.. |
| 3ce20 | 0f 8e 42 01 00 00 48 8b 15 7b 9f 06 00 49 8b cf 4c 8b 42 18 ff 15 ce 19 01 00 48 85 c0 74 0e 48 | ..B...H..{...I..L.B.......H..t.H |
| 3ce40 | 8b f0 48 89 84 24 90 00 00 00 48 ff cb 48 85 db 0f 8e 12 01 00 00 48 8d 05 8b 85 06 00 49 8b cf | ..H..$....H..H........H......I.. |
| 3ce60 | 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 ec 03 06 00 4c 89 74 24 20 e8 32 26 fd ff 85 c0 | H.D$(L..$....H......L.t$..2&.... |
| 3ce80 | 79 0a ba 2c 31 00 00 e9 b0 00 00 00 48 8b b4 24 90 00 00 00 48 8b ac 24 88 00 00 00 48 8b bc 24 | y..,1.......H..$....H..$....H..$ |
| 3cea0 | 80 00 00 00 e9 bf 00 00 00 4d 85 f6 0f 84 b6 00 00 00 48 83 e8 01 0f 84 a8 00 00 00 48 83 e8 01 | .........M........H.........H... |
| 3cec0 | 0f 84 9a 00 00 00 48 83 f8 01 0f 84 8c 00 00 00 48 8d 15 41 b5 06 00 4c 89 74 24 30 49 8b ce 48 | ......H.........H..A...L.t$0I..H |
| 3cee0 | 8d 05 06 4a 06 00 48 c1 f9 3f 4c 8d 0d 87 56 06 00 48 83 e1 fd 4c 8d 05 e4 84 06 00 48 83 c1 03 | ...J..H..?L...V..H...L......H... |
| 3cf00 | 48 83 f9 01 48 0f 44 c2 4d 85 f6 48 89 44 24 28 48 8d 15 59 56 06 00 48 89 4c 24 20 4c 0f 49 ca | H...H.D.M..H.D$(H..YV..H.L$.L.I. |
| 3cf20 | 48 8b 0d 81 19 01 00 48 8d 15 fa 55 06 00 48 8b 09 ff 15 49 1b 01 00 ba 40 31 00 00 4c 8b 0d 15 | H......H...U..H....I....@1..L... |
| 3cf40 | a0 01 00 48 8d 0d 66 84 06 00 41 b8 7e 08 00 00 e8 0b e9 fc ff 33 c0 e9 e6 00 00 00 48 8b 72 28 | ...H..f...A.~........3......H.r( |
| 3cf60 | 48 8b 6a 20 48 8b 7a 18 49 8b 9d c8 00 00 00 49 8d 55 18 45 33 f6 48 8d 0d 73 4c fc ff 4c 8b cb | H.j.H.z.I......I.U.E3.H..sL..L.. |
| 3cf80 | 4c 8b c6 48 ff 03 48 8b 05 bb 1b 01 00 48 89 44 24 70 48 8b 05 c7 9c 06 00 44 89 74 24 68 48 89 | L..H..H......H.D$pH......D.t$hH. |
| 3cfa0 | 44 24 60 48 8b 05 26 ad 06 00 48 89 44 24 58 48 8b 05 e2 9f 06 00 c7 44 24 50 01 00 00 00 48 89 | D$`H..&...H.D$XH.......D$P....H. |
| 3cfc0 | 44 24 48 48 8b 05 a6 a2 06 00 48 89 6c 24 40 44 89 74 24 38 48 89 44 24 30 48 89 7c 24 28 c7 44 | D$HH......H.l$@D.t$8H.D$0H.|$(.D |
| 3cfe0 | 24 20 02 00 00 00 ff 15 94 b1 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 31 48 8b 3d | $...........H..H..H..H..H..u1H.= |
| 3d000 | 54 9f 01 00 48 85 c9 75 09 48 8b cb ff 15 f6 19 01 00 4c 8b cf 48 8d 0d 64 83 06 00 ba 69 31 00 | T...H..u.H........L..H..d....i1. |
| 3d020 | 00 41 b8 ce 08 00 00 e8 34 e8 fc ff eb 11 48 85 c9 75 09 48 8b cb ff 15 cc 19 01 00 4c 8b f7 49 | .A......4.....H..u.H........L..I |
| 3d040 | 8b c6 48 8b 8c 24 98 00 00 00 48 33 cc e8 7e a8 fc ff 48 81 c4 a0 00 00 00 41 5f 41 5e 41 5d 5f | ..H..$....H3..~...H......A_A^A]_ |
| 3d060 | 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 | ^][.............L..I.[.WH......H |
| 3d080 | 8b 99 c8 00 00 00 4c 8b ca 48 8d 51 18 48 ff 03 48 8b 0d c9 9b 06 00 48 8b 05 aa 1a 01 00 49 89 | ......L..H.Q.H..H......H......I. |
| 3d0a0 | 43 e8 48 8b 05 27 ac 06 00 c7 44 24 68 00 00 00 00 49 89 4b d8 49 89 43 d0 c7 44 24 50 00 00 00 | C.H..'....D$h....I.K.I.C..D$P... |
| 3d0c0 | 00 49 89 4b c0 48 8d 0d d4 4a fc ff 49 89 43 b8 48 8b 05 89 a4 06 00 c7 44 24 38 02 00 00 00 49 | .I.K.H...J..I.C.H.......D$8....I |
| 3d0e0 | 89 43 a8 4d 89 4b a0 4c 8b cb c7 44 24 20 01 00 00 00 ff 15 88 b0 06 00 48 8b 0b 48 8b f8 48 ff | .C.M.K.L...D$...........H..H..H. |
| 3d100 | c9 48 89 0b 48 85 c0 75 42 48 8b 3d 48 9e 01 00 48 85 c9 75 09 48 8b cb ff 15 ea 18 01 00 4c 8b | .H..H..uBH.=H...H..u.H........L. |
| 3d120 | cf 48 8d 0d c8 82 06 00 ba d4 30 00 00 41 b8 79 08 00 00 e8 28 e7 fc ff 33 c0 48 8b 9c 24 90 00 | .H........0..A.y....(...3.H..$.. |
| 3d140 | 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b cb ff 15 af 18 01 00 48 8b c7 48 8b 9c 24 | ..H......_.H..u.H........H..H..$ |
| 3d160 | 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ....H......_.................... |
| 3d180 | 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 41 54 41 55 41 56 41 57 48 81 ec 90 00 00 00 48 | L..I.[.I.k.I.s.WATAUAVAWH......H |
| 3d1a0 | 8b 3d a2 19 01 00 45 33 ff 48 8b 5a 10 4d 8b e0 4d 89 7b c8 48 8b ea 49 89 7b d0 4c 8b e9 41 8b | .=....E3.H.Z.M..M.{.H..I.{.L..A. |
| 3d1c0 | f7 48 8b c3 4d 85 c0 0f 84 fa 00 00 00 48 85 db 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 f9 00 | .H..M........H..t$H...t.H....... |
| 3d1e0 | 00 00 48 8b 7a 20 49 89 7b d0 48 8b 72 18 48 89 b4 24 80 00 00 00 49 8b cc ff 15 11 19 01 00 4c | ..H.z.I.{.H.r.H..$....I........L |
| 3d200 | 8b f0 48 8b c3 48 85 db 74 08 48 83 f8 01 74 2d eb 5b 48 8b 15 5f 96 06 00 49 8b cc 4c 8b 42 18 | ..H..H..t.H...t-.[H.._...I..L.B. |
| 3d220 | ff 15 e2 15 01 00 48 89 84 24 80 00 00 00 48 8b f0 48 85 c0 0f 84 87 00 00 00 49 ff ce 4d 85 f6 | ......H..$....H..H........I..M.. |
| 3d240 | 0f 8e 22 01 00 00 48 8b 15 5b 9b 06 00 49 8b cc 4c 8b 42 18 ff 15 ae 15 01 00 48 85 c0 74 0e 48 | .."...H..[...I..L.B.......H..t.H |
| 3d260 | 8b f8 48 89 84 24 88 00 00 00 49 ff ce 4d 85 f6 0f 8e f2 00 00 00 48 8d 05 cb 81 06 00 49 8b cc | ..H..$....I..M........H......I.. |
| 3d280 | 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 9c f1 05 00 48 89 5c 24 20 e8 12 22 fd ff 85 c0 | H.D$(L..$....H......H.\$...".... |
| 3d2a0 | 79 0a ba 9b 30 00 00 e9 94 00 00 00 48 8b bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 e9 a7 00 00 | y...0.......H..$....H..$........ |
| 3d2c0 | 00 48 8b 5d 10 eb 14 48 83 e8 01 0f 84 93 00 00 00 48 83 f8 01 0f 84 85 00 00 00 48 83 fb 01 48 | .H.]...H.........H.........H...H |
| 3d2e0 | 89 5c 24 30 48 8d 0d 2d b1 06 00 41 0f 9d c7 48 8d 05 f6 45 06 00 48 0f 4c c1 4c 8d 0d 77 52 06 | .\$0H..-...A...H...E..H.L.L..wR. |
| 3d300 | 00 49 ff c7 48 89 44 24 28 48 83 fb 01 4c 89 7c 24 20 48 8d 0d 57 52 06 00 4c 0f 4d c9 4c 8d 05 | .I..H.D$(H...L.|$.H..WR..L.M.L.. |
| 3d320 | 1c 81 06 00 48 8b 0d 7d 15 01 00 48 8d 15 f6 51 06 00 48 8b 09 ff 15 45 17 01 00 ba ab 30 00 00 | ....H..}...H...Q..H....E.....0.. |
| 3d340 | 4c 8b 0d 11 9c 01 00 48 8d 0d ca 80 06 00 41 b8 19 08 00 00 e8 07 e5 fc ff 33 c0 e9 d8 00 00 00 | L......H......A..........3...... |
| 3d360 | 48 8b 7a 20 48 8b 72 18 49 8b 9d c8 00 00 00 49 8d 55 18 4c 8b cb 4c 8b c7 48 ff 03 48 8b 0d dd | H.z.H.r.I......I.U.L..L..H..H... |
| 3d380 | 98 06 00 48 8b 05 be 17 01 00 48 89 44 24 70 48 8b 05 3a a9 06 00 44 89 7c 24 68 48 89 4c 24 60 | ...H......H.D$pH..:...D.|$hH.L$` |
| 3d3a0 | 48 89 44 24 58 44 89 7c 24 50 48 89 4c 24 48 48 8d 0d ea 47 fc ff 48 89 44 24 40 48 8b 05 9e a1 | H.D$XD.|$PH.L$HH...G..H.D$@H.... |
| 3d3c0 | 06 00 c7 44 24 38 02 00 00 00 48 89 44 24 30 48 89 74 24 28 c7 44 24 20 01 00 00 00 ff 15 9e ad | ...D$8....H.D$0H.t$(.D$......... |
| 3d3e0 | 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 31 48 8b 3d 5e 9b 01 00 48 85 c9 75 09 48 | ..H..H..H..H..H..u1H.=^...H..u.H |
| 3d400 | 8b cb ff 15 00 16 01 00 4c 8b cf 48 8d 0d de 7f 06 00 ba d4 30 00 00 41 b8 79 08 00 00 e8 3e e4 | ........L..H........0..A.y....>. |
| 3d420 | fc ff eb 11 48 85 c9 75 09 48 8b cb ff 15 d6 15 01 00 4c 8b ff 49 8b c7 4c 8d 9c 24 90 00 00 00 | ....H..u.H........L..I..L..$.... |
| 3d440 | 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc | I.[0I.k8I.s@I..A_A^A]A\_........ |
| 3d460 | 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 4c 8b ca 48 8d 51 18 48 ff 03 | L..I.[.WH......H......L..H.Q.H.. |
| 3d480 | 48 8b 0d d9 97 06 00 48 8b 05 ba 16 01 00 49 89 43 e8 48 8b 05 37 a8 06 00 c7 44 24 68 00 00 00 | H......H......I.C.H..7....D$h... |
| 3d4a0 | 00 49 89 4b d8 49 89 43 d0 c7 44 24 50 00 00 00 00 49 89 4b c0 48 8d 0d a4 46 fc ff 49 89 43 b8 | .I.K.I.C..D$P....I.K.H...F..I.C. |
| 3d4c0 | 48 8b 05 99 a0 06 00 c7 44 24 38 01 00 00 00 49 89 43 a8 4d 89 4b a0 4c 8b cb c7 44 24 20 01 00 | H.......D$8....I.C.M.K.L...D$... |
| 3d4e0 | 00 00 ff 15 98 ac 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 58 9a 01 00 | ........H..H..H..H..H..uBH.=X... |
| 3d500 | 48 85 c9 75 09 48 8b cb ff 15 fa 14 01 00 4c 8b cf 48 8d 0d 38 7f 06 00 ba 50 30 00 00 41 b8 14 | H..u.H........L..H..8....P0..A.. |
| 3d520 | 08 00 00 e8 38 e3 fc ff 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 | ....8...3.H..$....H......_.H..u. |
| 3d540 | 48 8b cb ff 15 bf 14 01 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc | H........H..H..$....H......_.... |
| 3d560 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 | ................L..I.[.I.k.I.s.W |
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| 3d800 | 06 00 ba 50 30 00 00 41 b8 14 08 00 00 e8 4e e0 fc ff eb 11 48 85 c9 75 09 48 8b cb ff 15 e6 11 | ...P0..A......N.....H..u.H...... |
| 3d820 | 01 00 4c 8b ff 49 8b c7 4c 8d 9c 24 90 00 00 00 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 | ..L..I..L..$....I.[0I.k8I.s@I..A |
| 3d840 | 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 | _A^A]A\_........L..I.[.WH......H |
| 3d860 | 8b 99 c8 00 00 00 4c 8b ca 48 8d 51 18 48 ff 03 48 8b 0d e9 93 06 00 48 8b 05 ca 12 01 00 49 89 | ......L..H.Q.H..H......H......I. |
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| 3d8e0 | c9 48 89 0b 48 85 c0 75 42 48 8b 3d 68 96 01 00 48 85 c9 75 09 48 8b cb ff 15 0a 11 01 00 4c 8b | .H..H..uBH.=h...H..u.H........L. |
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| 3d940 | 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ....H......_.................... |
| 3d960 | 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 41 54 41 55 41 56 41 57 48 81 ec 90 00 00 00 48 | L..I.[.I.k.I.s.WATAUAVAWH......H |
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| 3d9a0 | f7 48 8b c3 4d 85 c0 0f 84 fa 00 00 00 48 85 db 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 f9 00 | .H..M........H..t$H...t.H....... |
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| 3da00 | ff 15 02 0e 01 00 48 89 84 24 80 00 00 00 48 8b f0 48 85 c0 0f 84 87 00 00 00 49 ff ce 4d 85 f6 | ......H..$....H..H........I..M.. |
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| 3da60 | 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 cc f0 05 00 48 89 5c 24 20 e8 32 1a fd ff 85 c0 | H.D$(L..$....H......H.\$..2..... |
| 3da80 | 79 0a ba 93 2f 00 00 e9 94 00 00 00 48 8b bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 e9 a7 00 00 | y.../.......H..$....H..$........ |
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| 3dba0 | 06 00 c7 44 24 38 02 00 00 00 48 89 44 24 30 48 89 74 24 28 c7 44 24 20 01 00 00 00 ff 15 be a5 | ...D$8....H.D$0H.t$(.D$......... |
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| 3dbe0 | 8b cb ff 15 20 0e 01 00 4c 8b cf 48 8d 0d ce 78 06 00 ba cc 2f 00 00 41 b8 b1 07 00 00 e8 5e dc | ........L..H...x..../..A......^. |
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| 3dc20 | 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc | I.[0I.k8I.s@I..A_A^A]A\_........ |
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| 3dc80 | 24 68 00 00 00 00 48 89 44 24 60 48 8b 05 3e a0 06 00 48 89 44 24 58 48 8b 05 82 8d 06 00 c7 44 | $h....H.D$`H..>...H.D$XH.......D |
| 3dca0 | 24 50 01 00 00 00 48 89 44 24 48 48 8b 05 ae 8b 06 00 4c 89 44 24 40 4d 8b c3 c7 44 24 38 00 00 | $P....H.D$HH......L.D$@M...D$8.. |
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| 3dce0 | 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 66 92 01 00 48 85 c9 75 09 48 8b cb ff 15 08 0d 01 00 | H..H..H..uBH.=f...H..u.H........ |
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| 3dd20 | 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 48 8b cb ff 15 cd 0c 01 00 48 8b c7 48 8b | ....H......_.H..u.H........H..H. |
| 3dd40 | 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .$....H......_.................. |
| 3dd60 | 4c 8b dc 53 55 56 57 41 55 41 56 41 57 48 81 ec a0 00 00 00 48 8b 05 e5 d6 03 00 48 33 c4 48 89 | L..SUVWAUAVAWH......H......H3.H. |
| 3dd80 | 84 24 98 00 00 00 4c 8b 35 bb 0d 01 00 0f 57 c0 48 8b 7a 10 4d 8b f8 4d 89 73 b8 48 8b c7 48 8b | .$....L.5.....W.H.z.M..M.s.H..H. |
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| 3dde0 | 00 00 48 8b 6a 18 48 89 ac 24 80 00 00 00 eb 08 48 8b ac 24 80 00 00 00 49 8b cf ff 15 0f 0d 01 | ..H.j.H..$......H..$....I....... |
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| 3de20 | 64 91 06 00 49 8b cf 4c 8b 42 18 ff 15 d7 09 01 00 48 89 84 24 80 00 00 00 48 8b e8 48 85 c0 0f | d...I..L.B.......H..$....H..H... |
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| 3de60 | 88 00 00 00 48 85 c0 0f 84 87 00 00 00 48 ff cb 48 85 db 0f 8e 6b 01 00 00 48 8b 15 28 8f 06 00 | ....H........H..H....k...H..(... |
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| 3dee0 | 8b b4 24 90 00 00 00 48 8b ac 24 80 00 00 00 e9 f0 00 00 00 48 8b 0d ad 09 01 00 48 8d 05 ea 39 | ..$....H..$.........H......H...9 |
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| 3df40 | 7e 10 eb 10 48 83 e8 02 0f 84 86 00 00 00 48 83 f8 01 74 7c 48 8b 0d 4d 09 01 00 48 8d 05 0e 46 | ~...H.........H...t|H..M...H...F |
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| 3e020 | ac 9c 06 00 48 89 44 24 58 48 8b 05 f0 89 06 00 c7 44 24 50 01 00 00 00 48 89 44 24 48 48 8b 84 | ....H.D$XH.......D$P....H.D$HH.. |
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| 3e0c0 | 48 8b c3 48 8b 8c 24 98 00 00 00 48 33 cc e8 fd 97 fc ff 48 81 c4 a0 00 00 00 41 5f 41 5e 41 5d | H..H..$....H3......H......A_A^A] |
| 3e0e0 | 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 | _^][............L..I.[.WH......H |
| 3e100 | 8b 99 c8 00 00 00 4c 8b ca 48 8d 51 18 48 ff 03 48 8b 0d 49 8b 06 00 48 8b 05 2a 0a 01 00 49 89 | ......L..H.Q.H..H..I...H..*...I. |
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| 3e1e0 | 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ....H......_.................... |
| 3e200 | 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 41 54 41 55 41 56 41 57 48 81 ec 90 00 00 00 48 | L..I.[.I.k.I.s.WATAUAVAWH......H |
| 3e220 | 8b 3d 22 09 01 00 45 33 ff 48 8b 5a 10 4d 8b e0 4d 89 7b c8 48 8b ea 49 89 7b d0 4c 8b e9 41 8b | .="...E3.H.Z.M..M.{.H..I.{.L..A. |
| 3e240 | f7 48 8b c3 4d 85 c0 0f 84 fa 00 00 00 48 85 db 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 f9 00 | .H..M........H..t$H...t.H....... |
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| 3e2c0 | 0f 8e 22 01 00 00 48 8b 15 db 8a 06 00 49 8b cc 4c 8b 42 18 ff 15 2e 05 01 00 48 85 c0 74 0e 48 | .."...H......I..L.B.......H..t.H |
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| 3e300 | 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 fc e8 05 00 48 89 5c 24 20 e8 92 11 fd ff 85 c0 | H.D$(L..$....H......H.\$........ |
| 3e320 | 79 0a ba 80 2e 00 00 e9 94 00 00 00 48 8b bc 24 88 00 00 00 48 8b b4 24 80 00 00 00 e9 a7 00 00 | y...........H..$....H..$........ |
| 3e340 | 00 48 8b 5d 10 eb 14 48 83 e8 01 0f 84 93 00 00 00 48 83 f8 01 0f 84 85 00 00 00 48 83 fb 01 48 | .H.]...H.........H.........H...H |
| 3e360 | 89 5c 24 30 48 8d 0d ad a0 06 00 41 0f 9d c7 48 8d 05 76 35 06 00 48 0f 4c c1 4c 8d 0d f7 41 06 | .\$0H......A...H..v5..H.L.L...A. |
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| 3e3a0 | 7c 72 06 00 48 8b 0d fd 04 01 00 48 8d 15 76 41 06 00 48 8b 09 ff 15 c5 06 01 00 ba 90 2e 00 00 | |r..H......H..vA..H............. |
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| 3e460 | 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 31 48 8b 3d de 8a 01 00 48 85 c9 75 09 48 | ..H..H..H..H..H..u1H.=....H..u.H |
| 3e480 | 8b cb ff 15 80 05 01 00 4c 8b cf 48 8d 0d 2e 71 06 00 ba b9 2e 00 00 41 b8 fb 06 00 00 e8 be d3 | ........L..H...q.......A........ |
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| 3e4c0 | 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc | I.[0I.k8I.s@I..A_A^A]A\_........ |
| 3e4e0 | 4c 8b dc 49 89 5b 08 49 89 73 10 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 33 f6 4c 8b c2 4c | L..I.[.I.s.WH......H......3.L..L |
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| 3e540 | 4b a8 48 8d 0d a7 35 fc ff 49 89 43 a0 89 74 24 20 ff 15 29 9c 06 00 48 8b 0b 48 8b f8 48 ff c9 | K.H...5..I.C..t$...)...H..H..H.. |
| 3e560 | 48 89 0b 48 85 c0 75 34 48 8b 3d e9 89 01 00 48 85 c9 75 09 48 8b cb ff 15 8b 04 01 00 4c 8b cf | H..H..u4H.=....H..u.H........L.. |
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| 3e5a0 | 09 48 8b cb ff 15 5e 04 01 00 48 8b c7 4c 8d 9c 24 80 00 00 00 49 8b 5b 10 49 8b 73 18 49 8b e3 | .H....^...H..L..$....I.[.I.s.I.. |
| 3e5c0 | 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 49 89 6b 10 56 57 41 56 48 | _...............L..I.[.I.k.VWAVH |
| 3e5e0 | 81 ec 80 00 00 00 48 8b 1d 5b 05 01 00 49 8b e8 48 8b 7a 10 4c 8b f1 49 89 5b 18 48 8b c7 4d 85 | ......H..[...I..H.z.L..I.[.H..M. |
| 3e600 | c0 0f 84 a4 00 00 00 48 85 ff 74 12 48 83 f8 01 0f 85 a8 00 00 00 48 8b 5a 18 49 89 5b 18 48 8b | .......H..t.H.........H.Z.I.[.H. |
| 3e620 | cd ff 15 e9 04 01 00 48 8b f0 48 85 ff 75 30 48 85 c0 0f 8e 12 01 00 00 48 8b 15 69 87 06 00 48 | .......H..H..u0H........H..i...H |
| 3e640 | 8b cd 4c 8b 42 18 ff 15 bc 01 01 00 48 85 c0 74 0e 48 8b d8 48 89 84 24 b0 00 00 00 48 ff ce 48 | ..L.B.......H..t.H..H..$....H..H |
| 3e660 | 85 f6 0f 8e e2 00 00 00 48 8d 05 51 70 06 00 48 8b cd 48 89 44 24 28 4c 8d 8c 24 b0 00 00 00 48 | ........H..Qp..H..H.D$(L..$....H |
| 3e680 | 8d 15 ba e2 05 00 48 89 7c 24 20 e8 20 0e fd ff 85 c0 79 0a ba fe 2d 00 00 e9 88 00 00 00 48 8b | ......H.|$........y...-.......H. |
| 3e6a0 | 9c 24 b0 00 00 00 e9 9f 00 00 00 48 85 ff 0f 84 96 00 00 00 48 83 f8 01 0f 84 88 00 00 00 48 8d | .$.........H........H.........H. |
| 3e6c0 | 15 53 9d 06 00 48 89 7c 24 30 48 8b cf 48 8d 05 18 32 06 00 48 c1 e9 3f 4c 8d 0d 99 3e 06 00 48 | .S...H.|$0H..H...2..H..?L...>..H |
| 3e6e0 | 83 f1 01 4c 8d 05 c6 6f 06 00 48 83 f9 01 48 0f 44 c2 48 85 ff 48 89 44 24 28 48 8d 15 6f 3e 06 | ...L...o..H...H.D.H..H.D$(H..o>. |
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| 3e760 | 48 8b 0d f9 84 06 00 48 8b 05 da 03 01 00 48 89 44 24 70 48 8b 05 56 95 06 00 89 74 24 68 48 89 | H......H......H.D$pH..V....t$hH. |
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| 3e7c0 | 0f 48 85 c0 75 31 48 8b 1d 8b 87 01 00 48 85 c9 75 09 48 8b cf ff 15 2d 02 01 00 4c 8b cb 48 8d | .H..u1H......H..u.H....-...L..H. |
| 3e7e0 | 0d 5b 6e 06 00 ba 35 2e 00 00 41 b8 94 06 00 00 e8 6b d0 fc ff eb 11 48 85 c9 75 09 48 8b cf ff | .[n...5...A......k.....H..u.H... |
| 3e800 | 15 03 02 01 00 48 8b f3 48 8b c6 4c 8d 9c 24 80 00 00 00 49 8b 5b 20 49 8b 6b 28 49 8b e3 41 5e | .....H..H..L..$....I.[.I.k(I..A^ |
| 3e820 | 5f 5e c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 81 ec 80 00 00 00 48 8b 99 | _^..............H.\$.WH......H.. |
| 3e840 | c8 00 00 00 4d 8b d9 4c 8b d2 4c 8b cb 48 8d 51 18 48 8d 0d 58 36 fc ff 48 ff 03 48 8b 05 e6 02 | ....M..L..L..H.Q.H..X6..H..H.... |
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| 3e8a0 | 06 00 4c 89 44 24 40 4d 8b c3 c7 44 24 38 02 00 00 00 48 89 44 24 30 4c 89 54 24 28 c7 44 24 20 | ..L.D$@M...D$8....H.D$0L.T$(.D$. |
| 3e8c0 | 02 00 00 00 ff 15 b6 98 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d 76 86 | ..........H..H..H..H..H..uBH.=v. |
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| 3ea00 | 74 36 48 83 f8 01 74 58 e9 83 00 00 00 48 8b 15 04 7f 06 00 49 8b cf 4c 8b 42 18 ff 15 e7 fd 00 | t6H...tX.....H......I..L.B...... |
| 3ea20 | 00 48 89 84 24 80 00 00 00 48 8b e8 48 85 c0 0f 84 f9 00 00 00 48 ff cb 48 8b 15 d9 88 06 00 49 | .H..$....H..H........H..H......I |
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| 3ea60 | 48 85 db 0f 8e 6b 01 00 00 48 8b 15 38 83 06 00 49 8b cf 4c 8b 42 18 ff 15 8b fd 00 00 48 85 c0 | H....k...H..8...I..L.B.......H.. |
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| 3eaa0 | 49 8b cf 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 89 e3 05 00 48 89 7c 24 20 e8 ef 09 fd | I..H.D$(L..$....H......H.|$..... |
| 3eac0 | ff 85 c0 79 0a ba 7f 2d 00 00 e9 d1 00 00 00 4c 8b b4 24 90 00 00 00 48 8b ac 24 80 00 00 00 e9 | ...y...-.......L..$....H..$..... |
| 3eae0 | f0 00 00 00 48 8b 0d bd fd 00 00 48 8d 05 fa 2d 06 00 48 c7 44 24 30 01 00 00 00 4c 8d 0d 76 3a | ....H......H...-..H.D$0....L..v: |
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| 3ec00 | 5c 80 06 00 89 5c 24 68 48 89 44 24 60 48 8b 05 bc 90 06 00 48 89 44 24 58 48 8b 05 c0 86 06 00 | \....\$hH.D$`H......H.D$XH...... |
| 3ec20 | c7 44 24 50 01 00 00 00 48 89 44 24 48 48 8b 84 24 88 00 00 00 48 89 44 24 40 48 8b 05 07 80 06 | .D$P....H.D$HH..$....H.D$@H..... |
| 3ec40 | 00 c7 44 24 38 02 00 00 00 48 89 44 24 30 48 89 6c 24 28 c7 44 24 20 02 00 00 00 ff 15 1f 95 06 | ..D$8....H.D$0H.l$(.D$.......... |
| 3ec60 | 00 48 8b 0f 48 8b f0 48 ff c9 48 89 0f 48 85 c0 75 31 48 8b 35 df 82 01 00 48 85 c9 75 09 48 8b | .H..H..H..H..H..u1H.5....H..u.H. |
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| 3eca0 | ff eb 11 48 85 c9 75 09 48 8b cf ff 15 57 fd 00 00 48 8b de 48 8b c3 48 8b 8c 24 98 00 00 00 48 | ...H..u.H....W...H..H..H..$....H |
| 3ecc0 | 33 cc e8 09 8c fc ff 48 81 c4 a0 00 00 00 41 5f 41 5e 41 5d 5f 5e 5d 5b c3 cc cc cc cc cc cc cc | 3......H......A_A^A]_^][........ |
| 3ece0 | 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 8b 99 c8 00 00 00 4c 8b ca 48 8d 51 18 48 ff 03 | L..I.[.WH......H......L..H.Q.H.. |
| 3ed00 | 48 8b 0d 59 7f 06 00 48 8b 05 3a fe 00 00 49 89 43 e8 48 8b 05 b7 8f 06 00 c7 44 24 68 00 00 00 | H..Y...H..:...I.C.H.......D$h... |
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| 3ed40 | 48 8b 05 01 7f 06 00 c7 44 24 38 02 00 00 00 49 89 43 a8 4d 89 4b a0 4c 8b cb c7 44 24 20 01 00 | H.......D$8....I.C.M.K.L...D$... |
| 3ed60 | 00 00 ff 15 18 94 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 c0 75 42 48 8b 3d d8 81 01 00 | ........H..H..H..H..H..uBH.=.... |
| 3ed80 | 48 85 c9 75 09 48 8b cb ff 15 7a fc 00 00 4c 8b cf 48 8d 0d f0 69 06 00 ba 2b 2d 00 00 41 b8 01 | H..u.H....z...L..H...i...+-..A.. |
| 3eda0 | 06 00 00 e8 b8 ca fc ff 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c9 75 09 | ........3.H..$....H......_.H..u. |
| 3edc0 | 48 8b cb ff 15 3f fc 00 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc | H....?...H..H..$....H......_.... |
| 3ede0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 49 89 6b 10 49 89 73 18 57 | ................L..I.[.I.k.I.s.W |
| 3ee00 | 41 54 41 55 41 56 41 57 48 81 ec 90 00 00 00 48 8b 3d 32 fd 00 00 45 33 ff 48 8b 5a 10 4d 8b e0 | ATAUAVAWH......H.=2...E3.H.Z.M.. |
| 3ee20 | 4d 89 7b c8 48 8b ea 49 89 7b d0 4c 8b e9 41 8b f7 48 8b c3 4d 85 c0 0f 84 fa 00 00 00 48 85 db | M.{.H..I.{.L..A..H..M........H.. |
| 3ee40 | 74 24 48 83 e8 01 74 12 48 83 f8 01 0f 85 f9 00 00 00 48 8b 7a 20 49 89 7b d0 48 8b 72 18 48 89 | t$H...t.H.........H.z.I.{.H.r.H. |
| 3ee60 | b4 24 80 00 00 00 49 8b cc ff 15 a1 fc 00 00 4c 8b f0 48 8b c3 48 85 db 74 08 48 83 f8 01 74 2d | .$....I........L..H..H..t.H...t- |
| 3ee80 | eb 5b 48 8b 15 8f 7a 06 00 49 8b cc 4c 8b 42 18 ff 15 72 f9 00 00 48 89 84 24 80 00 00 00 48 8b | .[H...z..I..L.B...r...H..$....H. |
| 3eea0 | f0 48 85 c0 0f 84 87 00 00 00 49 ff ce 4d 85 f6 0f 8e 22 01 00 00 48 8b 15 eb 7e 06 00 49 8b cc | .H........I..M...."...H...~..I.. |
| 3eec0 | 4c 8b 42 18 ff 15 3e f9 00 00 48 85 c0 74 0e 48 8b f8 48 89 84 24 88 00 00 00 49 ff ce 4d 85 f6 | L.B...>...H..t.H..H..$....I..M.. |
| 3eee0 | 0f 8e f2 00 00 00 48 8d 05 0b 69 06 00 49 8b cc 48 89 44 24 28 4c 8d 8c 24 80 00 00 00 48 8d 15 | ......H...i..I..H.D$(L..$....H.. |
| 3ef00 | ec db 05 00 48 89 5c 24 20 e8 a2 05 fd ff 85 c0 79 0a ba f2 2c 00 00 e9 94 00 00 00 48 8b bc 24 | ....H.\$........y...,.......H..$ |
| 3ef20 | 88 00 00 00 48 8b b4 24 80 00 00 00 e9 a7 00 00 00 48 8b 5d 10 eb 14 48 83 e8 01 0f 84 93 00 00 | ....H..$.........H.]...H........ |
| 3ef40 | 00 48 83 f8 01 0f 84 85 00 00 00 48 83 fb 01 48 89 5c 24 30 48 8d 0d bd 94 06 00 41 0f 9d c7 48 | .H.........H...H.\$0H......A...H |
| 3ef60 | 8d 05 86 29 06 00 48 0f 4c c1 4c 8d 0d 07 36 06 00 49 ff c7 48 89 44 24 28 48 83 fb 01 4c 89 7c | ...)..H.L.L...6..I..H.D$(H...L.| |
| 3ef80 | 24 20 48 8d 0d e7 35 06 00 4c 0f 4d c9 4c 8d 05 54 68 06 00 48 8b 0d 0d f9 00 00 48 8d 15 86 35 | $.H...5..L.M.L..Th..H......H...5 |
| 3efa0 | 06 00 48 8b 09 ff 15 d5 fa 00 00 ba 02 2d 00 00 4c 8b 0d a1 7f 01 00 48 8d 0d fa 67 06 00 41 b8 | ..H..........-..L......H...g..A. |
| 3efc0 | c2 05 00 00 e8 97 c8 fc ff 33 c0 e9 d8 00 00 00 48 8b 7a 20 48 8b 72 18 49 8b 9d c8 00 00 00 49 | .........3......H.z.H.r.I......I |
| 3efe0 | 8d 55 18 4c 8b cb 4c 8b c7 48 ff 03 48 8b 0d 6d 7c 06 00 48 8b 05 4e fb 00 00 48 89 44 24 70 48 | .U.L..L..H..H..m|..H..N...H.D$pH |
| 3f000 | 8b 05 ca 8c 06 00 44 89 7c 24 68 48 89 4c 24 60 48 89 44 24 58 44 89 7c 24 50 48 89 4c 24 48 48 | ......D.|$hH.L$`H.D$XD.|$PH.L$HH |
| 3f020 | 8d 0d 0a 2a fc ff 48 89 44 24 40 48 8b 05 16 7c 06 00 c7 44 24 38 02 00 00 00 48 89 44 24 30 48 | ...*..H.D$@H...|...D$8....H.D$0H |
| 3f040 | 89 74 24 28 c7 44 24 20 01 00 00 00 ff 15 2e 91 06 00 48 8b 0b 48 8b f8 48 ff c9 48 89 0b 48 85 | .t$(.D$...........H..H..H..H..H. |
| 3f060 | c0 75 31 48 8b 3d ee 7e 01 00 48 85 c9 75 09 48 8b cb ff 15 90 f9 00 00 4c 8b cf 48 8d 0d 06 67 | .u1H.=.~..H..u.H........L..H...g |
| 3f080 | 06 00 ba 2b 2d 00 00 41 b8 01 06 00 00 e8 ce c7 fc ff eb 11 48 85 c9 75 09 48 8b cb ff 15 66 f9 | ...+-..A............H..u.H....f. |
| 3f0a0 | 00 00 4c 8b ff 49 8b c7 4c 8d 9c 24 90 00 00 00 49 8b 5b 30 49 8b 6b 38 49 8b 73 40 49 8b e3 41 | ..L..I..L..$....I.[0I.k8I.s@I..A |
| 3f0c0 | 5f 41 5e 41 5d 41 5c 5f c3 cc cc cc cc cc cc cc 4c 8b dc 49 89 5b 08 57 48 81 ec 80 00 00 00 48 | _A^A]A\_........L..I.[.WH......H |
| 3f0e0 | 8b 99 c8 00 00 00 4c 8b d2 48 8d 51 18 48 8d 0d ec 2e fc ff 48 ff 03 48 8b 05 4a fa 00 00 49 89 | ......L..H.Q.H......H..H..J...I. |
| 3f100 | 43 e8 48 8b 05 d7 81 06 00 c7 44 24 68 01 00 00 00 49 89 43 d8 48 8b 05 74 82 06 00 4d 89 4b d0 | C.H.......D$h....I.C.H..t...M.K. |
| 3f120 | 4c 8b cb c7 44 24 50 02 00 00 00 49 89 43 c0 48 8b 05 4a 79 06 00 4d 89 43 b8 4c 8b 84 24 b0 00 | L...D$P....I.C.H..Jy..M.C.L..$.. |
| 3f140 | 00 00 c7 44 24 38 02 00 00 00 49 89 43 a8 4d 89 53 a0 c7 44 24 20 03 00 00 00 ff 15 20 90 06 00 | ...D$8....I.C.M.S..D$........... |
| 3f160 | 48 8b f8 48 8b 03 48 ff c8 48 89 03 48 85 ff 75 42 48 8b 3d e0 7d 01 00 48 85 c0 75 09 48 8b cb | H..H..H..H..H..uBH.=.}..H..u.H.. |
| 3f180 | ff 15 82 f8 00 00 4c 8b cf 48 8d 0d 78 66 06 00 ba a7 2c 00 00 41 b8 bd 05 00 00 e8 c0 c6 fc ff | ......L..H..xf....,..A.......... |
| 3f1a0 | 33 c0 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 48 85 c0 75 09 48 8b cb ff 15 47 f8 00 | 3.H..$....H......_.H..u.H....G.. |
| 3f1c0 | 00 48 8b c7 48 8b 9c 24 90 00 00 00 48 81 c4 80 00 00 00 5f c3 cc cc cc cc cc cc cc cc cc cc cc | .H..H..$....H......_............ |
| 3f1e0 | 4c 8b dc 49 89 5b 20 55 56 57 41 54 41 55 41 56 41 57 48 81 ec b0 00 00 00 48 8b 05 60 c2 03 00 | L..I.[.UVWATAUAVAWH......H..`... |
| 3f200 | 48 33 c4 48 89 84 24 a8 00 00 00 4c 8b 3d 36 f9 00 00 45 33 ed 48 8b 72 10 0f 57 c0 48 89 8c 24 | H3.H..$....L.=6...E3.H.r..W.H..$ |
| 3f220 | 80 00 00 00 4d 8b e0 4d 89 6b b0 48 8b fa 4d 89 7b b8 41 8b ed 48 8b c6 f3 41 0f 7f 43 a0 4d 85 | ....M..M.k.H..M.{.A..H...A..C.M. |
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| 403a0 | 00 00 e9 da 00 00 00 48 83 2f 01 0f 85 e7 00 00 00 48 8b cf ff 15 4e e6 00 00 e9 d9 00 00 00 48 | .......H./.......H....N........H |
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| 40720 | 8b 0d 82 e1 00 00 b8 01 00 00 00 0f 4d c2 48 8d 15 3b 1e 06 00 4c 0f 4d ca 48 89 44 24 20 48 8d | ............M.H..;...L.M.H.D$.H. |
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| 40840 | 00 00 00 00 48 89 4c 24 30 48 8d 0d a0 0f fc ff 4c 89 54 24 28 c7 44 24 20 02 00 00 00 ff 15 1d | ....H.L$0H......L.T$(.D$........ |
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| 40ae0 | 48 83 f9 01 48 0f 44 c2 4d 85 f6 48 89 44 24 28 48 8d 15 79 1a 06 00 48 89 4c 24 20 4c 0f 49 ca | H...H.D.M..H.D$(H..y...H.L$.L.I. |
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| 40be0 | 75 09 48 8b cb ff 15 1d de 00 00 4c 8b cf 48 8d 0d f3 4d 06 00 ba df 29 00 00 41 b8 6d 04 00 00 | u.H........L..H...M....)..A.m... |
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| 40c40 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 56 41 57 48 83 ec 38 48 89 5c 24 50 48 8b f1 | ................@VAWH..8H.\$PH.. |
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| 40c80 | 8b d0 e8 39 e0 fc ff 48 85 c0 75 10 be 05 04 00 00 41 be e1 28 00 00 e9 29 04 00 00 48 8b 0d a5 | ...9...H..u......A..(...)...H... |
| 40ca0 | 6e 06 00 4c 8b f8 48 8b 41 18 48 39 05 cf 69 06 00 75 21 48 8b 05 8e 69 06 00 48 85 c0 74 0c 48 | n..L..H.A.H9..i..u!H...i..H..t.H |
| 40cc0 | ff 00 48 8b 1d 7f 69 06 00 eb 5d 48 8b 0d 86 5c 06 00 eb 4c 48 8b 3d 7d 5c 06 00 48 8b d7 4c 8b | ..H...i...]H...\...LH.=}\..H..L. |
| 40ce0 | 47 18 ff 15 20 db 00 00 48 8b d8 48 8b 05 56 6e 06 00 48 8b 48 18 48 89 0d 83 69 06 00 48 89 1d | G.......H..H..Vn..H.H.H...i..H.. |
| 40d00 | 44 69 06 00 48 85 db 74 05 48 ff 03 eb 1a ff 15 14 df 00 00 48 85 c0 74 04 33 db eb 0b 48 8b cf | Di..H..t.H..........H..t.3...H.. |
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| 40dc0 | 00 00 48 8b cb e8 b6 7c fc ff 8b f8 85 c0 79 10 be 06 04 00 00 41 be f4 28 00 00 e9 99 02 00 00 | ..H....|......y......A..(....... |
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| 40fe0 | e8 00 00 00 48 8b cf ff 15 1b da 00 00 e9 da 00 00 00 48 83 2f 01 0f 85 e7 00 00 00 48 8b cf ff | ....H.............H./.......H... |
| 41000 | 15 03 da 00 00 e9 d9 00 00 00 48 8b 0d ff 61 06 00 48 3b 0d 30 db 00 00 74 24 49 8b 47 08 f7 80 | ..........H...a..H;.0...t$I.G... |
| 41020 | a8 00 00 00 00 00 00 10 74 09 48 3b 05 bf d7 00 00 75 0b 49 8b d7 ff 15 54 d9 00 00 eb 09 49 8b | ........t.H;.....u.I....T.....I. |
| 41040 | d7 ff 15 d1 db 00 00 48 8b d8 48 85 c0 75 08 41 be 46 29 00 00 eb 69 48 8b 0d 02 72 06 00 48 8b | .......H..H..u.A.F)...iH...r..H. |
| 41060 | d3 e8 5a dc fc ff 48 8b f8 48 85 c0 75 23 be 0b 04 00 00 41 be 48 29 00 00 48 8b 2d d8 5e 01 00 | ..Z...H..H..u#.....A.H)..H.-.^.. |
| 41080 | 48 83 2b 01 75 46 48 8b cb ff 15 79 d9 00 00 eb 3b 48 83 2b 01 75 09 48 8b cb ff 15 68 d9 00 00 | H.+.uFH....y....;H.+.u.H....h... |
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| 410c0 | be 0b 04 00 00 48 8b 2d 8c 5e 01 00 4c 8b cd 48 8d 0d 82 49 06 00 44 8b c6 41 8b d6 e8 7f a7 fc | .....H.-.^..L..H...I..D..A...... |
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| 41100 | 75 09 49 8b cf ff 15 fd d8 00 00 48 8b c6 48 83 c4 38 41 5f 5e c3 cc cc cc cc cc cc cc cc cc cc | u.I........H..H..8A_^........... |
| 41120 | 40 53 55 56 57 41 54 41 56 41 57 48 83 ec 60 48 8b 05 2a a3 03 00 48 33 c4 48 89 44 24 58 48 8b | @SUVWATAVAWH..`H..*...H3.H.D$XH. |
| 41140 | 3d 03 da 00 00 4d 8b f8 48 8b 2d 21 6c 06 00 48 8b f7 4c 8b 72 10 4c 8b e1 48 89 7c 24 40 49 8b | =....M..H.-!l..H..L.r.L..H.|$@I. |
| 41160 | c6 48 89 6c 24 48 48 89 7c 24 50 4d 85 c0 0f 84 32 01 00 00 4d 85 f6 74 31 48 83 e8 01 74 22 48 | .H.l$HH.|$PM....2...M..t1H...t"H |
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| 411a0 | 48 48 8b 7a 18 48 89 7c 24 40 49 8b cf ff 15 5d d9 00 00 48 8b d8 49 8b c6 4d 85 f6 74 11 48 83 | HH.z.H.|$@I....]...H..I..M..t.H. |
| 411c0 | e8 01 74 38 48 83 f8 01 74 5f e9 87 00 00 00 48 85 db 0f 8e 8a 01 00 00 48 8b 15 c9 5b 06 00 49 | ..t8H...t_.....H........H...[..I |
| 411e0 | 8b cf 4c 8b 42 18 ff 15 1c d6 00 00 48 85 c0 74 0b 48 8b f8 48 89 44 24 40 48 ff cb 48 85 db 0f | ..L.B.......H..t.H..H.D$@H..H... |
| 41200 | 8e 5d 01 00 00 48 8b 15 74 56 06 00 49 8b cf 4c 8b 42 18 ff 15 ef d5 00 00 48 85 c0 74 0b 48 8b | .]...H..tV..I..L.B.......H..t.H. |
| 41220 | e8 48 89 44 24 48 48 ff cb 48 85 db 0f 8e 30 01 00 00 48 8b 15 9f 5b 06 00 49 8b cf 4c 8b 42 18 | .H.D$HH..H....0...H...[..I..L.B. |
| 41240 | ff 15 c2 d5 00 00 48 85 c0 74 0b 48 8b f0 48 89 44 24 50 48 ff cb 48 85 db 0f 8e 03 01 00 00 48 | ......H..t.H..H.D$PH..H........H |
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| 41280 | 2c e2 fc ff 85 c0 79 0a ba ad 28 00 00 e9 a7 00 00 00 48 8b 74 24 50 48 8b 6c 24 48 48 8b 7c 24 | ,.....y...(.......H.t$PH.l$HH.|$ |
| 412a0 | 40 e9 bc 00 00 00 4d 85 f6 0f 84 b3 00 00 00 48 83 e8 01 0f 84 a5 00 00 00 48 83 e8 01 0f 84 97 | @.....M........H.........H...... |
| 412c0 | 00 00 00 48 83 f8 01 0f 84 89 00 00 00 48 8d 15 44 71 06 00 4c 89 74 24 30 49 8b ce 48 8d 05 09 | ...H.........H..Dq..L.t$0I..H... |
| 412e0 | 06 06 00 48 c1 f9 3f 4c 8d 0d 8a 12 06 00 48 83 e1 fd 4c 8d 05 cf 47 06 00 48 83 c1 03 48 83 f9 | ...H..?L......H...L...G..H...H.. |
| 41300 | 01 48 0f 44 c2 4d 85 f6 48 89 44 24 28 48 8d 15 5c 12 06 00 48 89 4c 24 20 4c 0f 49 ca 48 8b 0d | .H.D.M..H.D$(H..\...H.L$.L.I.H.. |
| 41320 | 84 d5 00 00 48 8d 15 fd 11 06 00 48 8b 09 ff 15 4c d7 00 00 ba c1 28 00 00 4c 8b 0d 18 5c 01 00 | ....H......H....L.....(..L...\.. |
| 41340 | 48 8d 0d 49 47 06 00 41 b8 c7 03 00 00 e8 0e a5 fc ff 33 c0 eb 1d 48 8b 72 28 48 8b 6a 20 48 8b | H..IG..A..........3...H.r(H.j.H. |
| 41360 | 7a 18 4c 8b ce 4c 8b c5 48 8b d7 49 8b cc e8 dd f8 ff ff 48 8b 4c 24 58 48 33 cc e8 50 65 fc ff | z.L..L..H..I.......H.L$XH3..Pe.. |
| 41380 | 48 83 c4 60 41 5f 41 5e 41 5c 5f 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H..`A_A^A\_^][.................. |
| 413a0 | 4c 8b dc 55 48 81 ec 50 01 00 00 48 8b 05 ae a0 03 00 48 33 c4 48 89 84 24 e0 00 00 00 49 89 5b | L..UH..P...H......H3.H..$....I.[ |
| 413c0 | f0 33 c0 48 8b 1d e6 63 06 00 33 ed 49 89 73 e8 48 8b f2 49 89 7b e0 33 d2 4d 89 63 d8 49 8b f8 | .3.H...c..3.I.s.H..I.{.3.M.c.I.. |
| 413e0 | 4d 89 6b d0 45 33 e4 4d 89 73 c8 4d 89 7b c0 48 89 8c 24 88 00 00 00 8d 4a 0c 41 0f 29 7b a8 45 | M.k.E3.M.s.M.{.H..$.....J.A.){.E |
| 41400 | 0f 29 43 98 4c 89 8c 24 90 00 00 00 48 c7 84 24 98 00 00 00 00 00 00 00 48 c7 84 24 a0 00 00 00 | .)C.L..$....H..$........H..$.... |
| 41420 | 00 00 00 00 48 89 94 24 80 00 00 00 48 89 84 24 a8 00 00 00 ff 93 68 01 00 00 48 89 6c 24 28 45 | ....H..$....H..$......h...H.l$(E |
| 41440 | 33 c9 48 8b d0 c7 44 24 20 00 01 00 00 45 33 c0 48 8b ce ff 93 28 02 00 00 48 8b d8 48 85 c0 75 | 3.H...D$.....E3.H....(...H..H..u |
| 41460 | 17 4c 8b 35 f0 5a 01 00 bf a8 03 00 00 41 bf e9 26 00 00 e9 85 0c 00 00 48 39 28 75 09 48 8b cb | .L.5.Z.......A..&.......H9(u.H.. |
| 41480 | ff 15 82 d5 00 00 4c 8b f3 48 89 9c 24 98 00 00 00 48 8b 1d 18 63 06 00 b9 0c 00 00 00 ff 93 68 | ......L..H..$....H...c.........h |
| 414a0 | 01 00 00 48 89 6c 24 28 45 33 c9 48 8b d0 c7 44 24 20 00 01 00 00 45 33 c0 48 8b cf ff 93 28 02 | ...H.l$(E3.H...D$.....E3.H....(. |
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| 414e0 | 00 48 39 28 75 09 48 8b cb ff 15 19 d5 00 00 44 8b 43 18 33 d2 45 39 46 18 4c 8b fb 48 89 9c 24 | .H9(u.H........D.C.3.E9F.L..H..$ |
| 41500 | a0 00 00 00 0f 94 c2 75 08 33 d2 45 85 c0 0f 94 c2 85 d2 0f 84 e7 03 00 00 48 8b ce ff 15 46 d6 | .......u.3.E.............H....F. |
| 41520 | 00 00 66 0f 2e 05 2e 2e 03 00 44 0f 28 c0 7a 24 75 22 ff 15 f0 d6 00 00 48 85 c0 74 17 4c 8b 35 | ..f.......D.(.z$u"......H..t.L.5 |
| 41540 | 14 5a 01 00 bf ac 03 00 00 41 bf 16 27 00 00 e9 a9 0b 00 00 48 8b cf ff 15 0b d6 00 00 66 0f 2e | .Z.......A..'.......H........f.. |
| 41560 | 05 f3 2d 03 00 0f 28 f8 7a 24 75 22 ff 15 b6 d6 00 00 48 85 c0 74 17 4c 8b 35 da 59 01 00 bf ad | ..-...(.z$u"......H..t.L.5.Y.... |
| 41580 | 03 00 00 41 bf 20 27 00 00 e9 6f 0b 00 00 48 8b 0d b3 65 06 00 f2 41 0f 5c f8 48 8b 41 18 48 39 | ...A..'...o...H...e...A.\.H.A.H9 |
| 415a0 | 05 03 65 06 00 75 21 48 8b 05 82 68 06 00 48 85 c0 74 0c 48 ff 00 48 8b 1d 73 68 06 00 eb 5d 48 | ..e..u!H...h..H..t.H..H..sh...]H |
| 415c0 | 8b 0d 92 53 06 00 eb 4c 48 8b 3d 89 53 06 00 48 8b d7 4c 8b 47 18 ff 15 2c d2 00 00 48 8b d8 48 | ...S...LH.=.S..H..L.G...,...H..H |
| 415e0 | 8b 05 62 65 06 00 48 8b 48 18 48 89 0d b7 64 06 00 48 89 1d 38 68 06 00 48 85 db 74 05 48 ff 03 | ..be..H.H.H...d..H..8h..H..t.H.. |
| 41600 | eb 1a ff 15 20 d6 00 00 48 85 c0 74 04 33 db eb 0b 48 8b cf e8 c7 e3 fc ff 48 8b d8 48 85 db 75 | ........H..t.3...H.......H..H..u |
| 41620 | 17 4c 8b 35 30 59 01 00 bf af 03 00 00 41 bf 33 27 00 00 e9 c5 0a 00 00 48 8b 43 08 48 8b cb 48 | .L.50Y.......A.3'.......H.C.H..H |
| 41640 | 8b 15 0a 52 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1b d5 00 00 48 8b f0 | ...R..L......M..t.A..........H.. |
| 41660 | 48 85 c0 75 17 4c 8b 35 ec 58 01 00 bf af 03 00 00 41 bf 35 27 00 00 e9 d0 08 00 00 48 83 2b 01 | H..u.L.5.X.......A.5'.......H.+. |
| 41680 | 75 09 48 8b cb ff 15 7d d3 00 00 0f 28 c7 ff 15 5c d4 00 00 48 8b f8 48 85 c0 75 10 bf af 03 00 | u.H....}....(...\...H..H..u..... |
| 416a0 | 00 41 bf 38 27 00 00 e9 0c 0a 00 00 48 8b 05 85 d3 00 00 33 db 48 39 46 08 75 36 48 8b 5e 18 48 | .A.8'.......H......3.H9F.u6H.^.H |
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| 416e0 | 00 4c 8b c7 48 8b d3 48 8b cd e8 a1 d4 fc ff eb 0b 48 8b d7 48 8b ce e8 c4 d5 fc ff 4c 8b e8 48 | .L..H..H.........H..H.......L..H |
| 41700 | 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 f5 d2 00 00 33 ed 48 83 2f 01 75 09 48 8b cf ff 15 | ..t.H.+.u.H........3.H./.u.H.... |
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| 41740 | 09 48 8b ce ff 15 be d2 00 00 49 8b cd 33 f6 e8 2c 73 fc ff 8b f8 85 c0 79 10 bf af 03 00 00 41 | .H........I..3..,s......y......A |
| 41760 | bf 4a 27 00 00 e9 c6 07 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 8e d2 00 00 85 ff 75 66 48 8b | .J'.......I.m..u.I..........ufH. |
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| 417a0 | 57 01 00 bf b0 03 00 00 41 bf 56 27 00 00 e9 4a 09 00 00 45 33 c9 48 8b cb e8 12 da fc ff 48 83 | W.......A.V'...J...E3.H.......H. |
| 417c0 | 2b 01 75 09 48 8b cb ff 15 3b d2 00 00 4c 8b 35 84 57 01 00 bf b0 03 00 00 41 bf 5a 27 00 00 e9 | +.u.H....;...L.5.W.......A.Z'... |
| 417e0 | 19 09 00 00 48 8b bc 24 88 00 00 00 41 0f 28 c0 4c 8b af c8 00 00 00 49 ff 45 00 ff 15 ef d2 00 | ....H..$....A.(.L......I.E...... |
| 41800 | 00 48 8b f0 48 85 c0 75 10 bf b3 03 00 00 41 bf 77 27 00 00 e9 17 07 00 00 0f 28 c7 ff 15 ce d2 | .H..H..u......A.w'........(..... |
| 41820 | 00 00 48 8b d8 48 85 c0 75 10 bf b4 03 00 00 41 bf 81 27 00 00 e9 f6 06 00 00 48 8b 0d 1f 54 06 | ..H..H..u......A..'.......H...T. |
| 41840 | 00 48 8d 57 18 48 8b 05 fc d2 00 00 45 33 c0 48 89 44 24 70 4d 8b cd 48 8b 05 72 64 06 00 44 89 | .H.W.H......E3.H.D$pM..H..rd..D. |
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| 418a0 | 89 74 24 28 c7 44 24 20 02 00 00 00 ff 15 ce 68 06 00 48 8b e8 48 85 c0 75 10 bf b2 03 00 00 41 | .t$(.D$........h..H..H..u......A |
| 418c0 | bf 8b 27 00 00 e9 66 06 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 2e d1 00 00 48 83 2e 01 75 09 | ..'...f...I.m..u.I........H...u. |
| 418e0 | 48 8b ce ff 15 1f d1 00 00 48 83 2b 01 75 09 48 8b cb ff 15 10 d1 00 00 4d 8b ec e9 40 08 00 00 | H........H.+.u.H........M...@... |
| 41900 | 48 8b 0d 41 62 06 00 48 8b 41 18 48 39 05 7e 60 06 00 75 21 48 8b 05 e5 64 06 00 48 85 c0 74 0c | H..Ab..H.A.H9.~`..u!H...d..H..t. |
| 41920 | 48 ff 00 48 8b 1d d6 64 06 00 eb 5d 48 8b 0d 25 50 06 00 eb 4c 48 8b 3d 1c 50 06 00 48 8b d7 4c | H..H...d...]H..%P...LH.=.P..H..L |
| 41940 | 8b 47 18 ff 15 bf ce 00 00 48 8b d8 48 8b 05 f5 61 06 00 48 8b 48 18 48 89 0d 32 60 06 00 48 89 | .G.......H..H...a..H.H.H..2`..H. |
| 41960 | 1d 9b 64 06 00 48 85 db 74 05 48 ff 03 eb 1a ff 15 b3 d2 00 00 48 85 c0 74 04 33 db eb 0b 48 8b | ..d..H..t.H..........H..t.3...H. |
| 41980 | cf e8 5a e0 fc ff 48 8b d8 48 85 db 75 17 4c 8b 35 c3 55 01 00 bf b8 03 00 00 41 bf a4 27 00 00 | ..Z...H..H..u.L.5.U.......A..'.. |
| 419a0 | e9 58 07 00 00 48 8b 43 08 48 8b cb 48 8b 15 35 51 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 | .X...H.C.H..H..5Q..L......M..t.A |
| 419c0 | ff d0 eb 06 ff 15 ae d1 00 00 48 8b f0 48 85 c0 75 17 4c 8b 35 7f 55 01 00 bf b8 03 00 00 41 bf | ..........H..H..u.L.5.U.......A. |
| 419e0 | a6 27 00 00 e9 63 05 00 00 48 83 2b 01 75 09 48 8b cb ff 15 10 d0 00 00 48 8b 05 39 d0 00 00 33 | .'...c...H.+.u.H........H..9...3 |
| 41a00 | db 33 ff 48 39 46 08 75 2a 48 8b 5e 18 48 85 db 74 21 48 8b 46 10 48 8b ce 48 ff 03 48 8b f0 48 | .3.H9F.u*H.^.H..t!H.F.H..H..H..H |
| 41a20 | ff 00 48 83 29 01 75 06 ff 15 da cf 00 00 bf 01 00 00 00 48 8b 4e 08 48 3b 0d 3a d2 00 00 75 58 | ..H.).u............H.N.H;.:...uX |
| 41a40 | 8b c7 48 8d 94 24 b8 00 00 00 48 c1 e0 03 44 8d 47 02 48 2b d0 48 89 9c 24 b0 00 00 00 48 8b ce | ..H..$....H...D.G.H+.H..$....H.. |
| 41a60 | 4c 89 bc 24 b8 00 00 00 4c 89 b4 24 c0 00 00 00 e8 6b d5 fc ff 48 8b e8 48 85 c0 0f 85 bc 00 00 | L..$....L..$.....k...H..H....... |
| 41a80 | 00 4c 8b 35 d0 54 01 00 bf b8 03 00 00 41 bf b8 27 00 00 e9 b4 04 00 00 48 8b 15 39 d2 00 00 48 | .L.5.T.......A..'.......H..9...H |
| 41aa0 | 3b ca 74 0e ff 15 7e cf 00 00 85 c0 0f 84 a3 00 00 00 4c 8b 46 10 41 8b 48 10 8b c1 83 e0 8d 3d | ;.t...~...........L.F.A.H......= |
| 41ac0 | 80 00 00 00 0f 85 8b 00 00 00 8b c7 48 8d 94 24 d0 00 00 00 48 c1 e0 03 44 8d 57 02 48 2b d0 48 | ............H..$....H...D.W.H+.H |
| 41ae0 | 89 9c 24 c8 00 00 00 4c 89 bc 24 d0 00 00 00 4c 89 b4 24 d8 00 00 00 4d 8b 58 08 f6 c1 20 74 04 | ..$....L..$....L..$....M.X....t. |
| 41b00 | 33 c0 eb 04 48 8b 46 18 f6 c1 02 4d 8b c2 48 8b c8 74 08 45 33 c9 41 ff d3 eb 03 41 ff d3 48 8b | 3...H.F....M..H..t.E3.A....A..H. |
| 41b20 | e8 48 85 c0 75 17 4c 8b 35 2b 54 01 00 bf b8 03 00 00 41 bf c0 27 00 00 e9 0f 04 00 00 48 85 db | .H..u.L.5+T.......A..'.......H.. |
| 41b40 | 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 b7 ce 00 00 33 db eb 7a 48 8d 4f 02 ff 15 d9 cf 00 00 4c | t.H.+.u.H........3..zH.O.......L |
| 41b60 | 8b e8 48 85 c0 75 17 4c 8b 35 ea 53 01 00 bf b8 03 00 00 41 bf c6 27 00 00 e9 ce 03 00 00 48 85 | ..H..u.L.5.S.......A..'.......H. |
| 41b80 | db 74 06 48 89 58 18 33 db 49 ff 07 45 33 c0 4c 89 7c f8 18 49 8b d5 49 ff 06 48 8b ce 4c 89 74 | .t.H.X.3.I..E3.L.|..I..I..H..L.t |
| 41ba0 | f8 20 e8 d9 d7 fc ff 48 8b e8 48 85 c0 75 10 bf b8 03 00 00 41 bf d1 27 00 00 e9 71 03 00 00 49 | .......H..H..u......A..'...q...I |
| 41bc0 | 83 6d 00 01 75 09 49 8b cd ff 15 39 ce 00 00 48 83 2e 01 75 09 48 8b ce ff 15 2a ce 00 00 48 8b | .m..u.I....9...H...u.H....*...H. |
| 41be0 | 05 cb 5b 06 00 48 8b cd 48 ff 45 00 33 f6 48 89 ac 24 a8 00 00 00 ff 90 30 02 00 00 48 8b e8 48 | ..[..H..H.E.3.H..$......0...H..H |
| 41c00 | 85 c0 75 17 4c 8b 35 4d 53 01 00 bf bd 03 00 00 41 bf e9 27 00 00 e9 31 03 00 00 48 39 30 75 09 | ..u.L.5MS.......A..'...1...H90u. |
| 41c20 | 48 8b cd ff 15 df cd 00 00 48 8b 0d 18 5f 06 00 48 89 ac 24 80 00 00 00 48 8b 41 18 48 39 05 bd | H........H..._..H..$....H.A.H9.. |
| 41c40 | 62 06 00 75 21 48 8b 05 7c 60 06 00 48 85 c0 74 0c 48 ff 00 48 8b 2d 6d 60 06 00 eb 5e 48 8b 0d | b..u!H..|`..H..t.H..H.-m`...^H.. |
| 41c60 | f4 4c 06 00 eb 4d 48 8b 3d eb 4c 06 00 48 8b d7 4c 8b 47 18 ff 15 8e cb 00 00 48 8b e8 48 8b 05 | .L...MH.=.L..H..L.G.......H..H.. |
| 41c80 | c4 5e 06 00 48 8b 48 18 48 89 0d 71 62 06 00 48 89 2d 32 60 06 00 48 85 ed 74 06 48 ff 45 00 eb | .^..H.H.H..qb..H.-2`..H..t.H.E.. |
| 41ca0 | 1a ff 15 81 cf 00 00 48 85 c0 74 04 33 ed eb 0b 48 8b cf e8 28 dd fc ff 48 8b e8 48 85 ed 75 17 | .......H..t.3...H...(...H..H..u. |
| 41cc0 | 4c 8b 35 91 52 01 00 bf be 03 00 00 41 bf f8 27 00 00 e9 75 02 00 00 48 8b 45 08 48 8b cd 48 8b | L.5.R.......A..'...u...H.E.H..H. |
| 41ce0 | 15 cb 53 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 7c ce 00 00 4c 8b e8 48 | ..S..L......M..t.A......|...L..H |
| 41d00 | 85 c0 75 17 4c 8b 35 4d 52 01 00 bf be 03 00 00 41 bf fa 27 00 00 e9 31 02 00 00 48 83 6d 00 01 | ..u.L.5MR.......A..'...1...H.m.. |
| 41d20 | 75 09 48 8b cd ff 15 dd cc 00 00 48 8b 0d 16 5e 06 00 33 ed 48 8b 41 18 48 39 05 71 63 06 00 75 | u.H........H...^..3.H.A.H9.qc..u |
| 41d40 | 21 48 8b 05 90 5b 06 00 48 85 c0 74 0c 48 ff 00 48 8b 1d 81 5b 06 00 eb 5d 48 8b 0d f8 4b 06 00 | !H...[..H..t.H..H...[...]H...K.. |
| 41d60 | eb 4c 48 8b 3d ef 4b 06 00 48 8b d7 4c 8b 47 18 ff 15 92 ca 00 00 48 8b d8 48 8b 05 c8 5d 06 00 | .LH.=.K..H..L.G.......H..H...].. |
| 41d80 | 48 8b 48 18 48 89 0d 25 63 06 00 48 89 1d 46 5b 06 00 48 85 db 74 05 48 ff 03 eb 1a ff 15 86 ce | H.H.H..%c..H..F[..H..t.H........ |
| 41da0 | 00 00 48 85 c0 74 04 33 db eb 0b 48 8b cf e8 2d dc fc ff 48 8b d8 48 85 db 75 0b 41 bf fd 27 00 | ..H..t.3...H...-...H..H..u.A..'. |
| 41dc0 | 00 e9 65 01 00 00 48 8b 43 08 48 8b cb 48 8b 15 7c 4a 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | ..e...H.C.H..H..|J..L......M..t. |
| 41de0 | 41 ff d0 eb 06 ff 15 8d cd 00 00 4c 8b e0 48 85 c0 75 0b 41 bf ff 27 00 00 e9 2d 01 00 00 48 83 | A..........L..H..u.A..'...-...H. |
| 41e00 | 2b 01 75 09 48 8b cb ff 15 fb cb 00 00 48 8b 05 24 cc 00 00 33 db 49 39 44 24 08 75 3c 49 8b 5c | +.u.H........H..$...3.I9D$.u<I.\ |
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| 41e40 | c4 cb 00 00 4c 8b 84 24 80 00 00 00 48 8b d3 48 8b cf e8 39 cd fc ff eb 10 48 8b 94 24 80 00 00 | ....L..$....H..H...9.....H..$... |
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| 41e80 | 33 db 48 85 ed 75 0b 41 bf 0e 28 00 00 e9 99 00 00 00 49 83 2c 24 01 75 09 49 8b cc ff 15 66 cb | 3.H..u.A..(.......I.,$.u.I....f. |
| 41ea0 | 00 00 48 8b 05 8f cb 00 00 33 ff 49 39 45 08 75 35 49 8b 7d 18 48 85 ff 74 2c 49 8b 75 10 49 8b | ..H......3.I9E.u5I.}.H..t,I.u.I. |
| 41ec0 | cd 48 ff 07 4c 8b ee 48 ff 06 48 83 29 01 75 06 ff 15 32 cb 00 00 4c 8b c5 48 8b d7 48 8b ce e8 | .H..L..H..H.).u...2...L..H..H... |
| 41ee0 | ac cc fc ff eb 0b 48 8b d5 49 8b cd e8 cf cd fc ff 48 8b f0 48 85 ff 74 0f 48 83 2f 01 75 09 48 | ......H..I.......H..H..t.H./.u.H |
| 41f00 | 8b cf ff 15 00 cb 00 00 33 ff 48 83 6d 00 01 44 8b e7 75 09 48 8b cd ff 15 eb ca 00 00 48 8b ef | ........3.H.m..D..u.H........H.. |
| 41f20 | 48 85 f6 75 48 41 bf 1e 28 00 00 bf be 03 00 00 4c 8b 35 21 50 01 00 4d 85 ed 74 10 49 83 6d 00 | H..uHA..(.......L.5!P..M..t.I.m. |
| 41f40 | 01 75 09 49 8b cd ff 15 bc ca 00 00 48 85 db 0f 84 6a 01 00 00 48 83 2b 01 0f 85 60 01 00 00 48 | .u.I........H....j...H.+...`...H |
| 41f60 | 8b cb ff 15 a0 ca 00 00 e9 52 01 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 8b ca 00 00 48 8b ce | .........R...I.m..u.I........H.. |
| 41f80 | e8 fb 6a fc ff 8b d8 85 c0 79 10 bf be 03 00 00 41 bf 21 28 00 00 e9 1d 01 00 00 48 83 2e 01 75 | ..j......y......A.!(.......H...u |
| 41fa0 | 09 48 8b ce ff 15 5e ca 00 00 85 db 75 66 48 8b 15 23 5b 06 00 45 33 c0 48 8b 0d 41 59 06 00 e8 | .H....^.....ufH..#[..E3.H..AY... |
| 41fc0 | bc d3 fc ff 48 8b d8 48 85 c0 75 17 4c 8b 35 85 4f 01 00 bf bf 03 00 00 41 bf 2d 28 00 00 e9 1a | ....H..H..u.L.5.O.......A.-(.... |
| 41fe0 | 01 00 00 45 33 c9 48 8b cb e8 e2 d1 fc ff 48 83 2b 01 75 09 48 8b cb ff 15 0b ca 00 00 4c 8b 35 | ...E3.H.......H.+.u.H........L.5 |
| 42000 | 54 4f 01 00 bf bf 03 00 00 41 bf 31 28 00 00 e9 e9 00 00 00 48 8b 84 24 88 00 00 00 4c 8b ac 24 | TO.......A.1(.......H..$....L..$ |
| 42020 | 80 00 00 00 4c 8b 84 24 90 00 00 00 48 8b b0 c8 00 00 00 48 8d 50 18 4c 8b ce 48 ff 06 48 8b 0d | ....L..$....H......H.P.L..H..H.. |
| 42040 | 1c 4c 06 00 48 8b 05 fd ca 00 00 48 89 44 24 70 48 8b 05 79 5c 06 00 89 7c 24 68 48 89 4c 24 60 | .L..H......H.D$pH..y\...|$hH.L$` |
| 42060 | 48 89 44 24 58 48 8b 05 c4 4d 06 00 c7 44 24 50 01 00 00 00 48 89 44 24 48 4c 89 6c 24 40 89 7c | H.D$XH...M...D$P....H.D$HL.l$@.| |
| 42080 | 24 38 48 89 4c 24 30 48 8d 0d 32 f8 fb ff 4c 89 74 24 28 c7 44 24 20 02 00 00 00 ff 15 df 60 06 | $8H.L$0H..2...L.t$(.D$........`. |
| 420a0 | 00 48 8b d8 48 85 c0 0f 85 81 00 00 00 bf c0 03 00 00 41 bf 4e 28 00 00 4c 8b 35 99 4e 01 00 48 | .H..H.............A.N(..L.5.N..H |
| 420c0 | 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 35 c9 00 00 48 85 ed 74 10 48 83 6d 00 01 75 09 48 | ..t.H...u.H....5...H..t.H.m..u.H |
| 420e0 | 8b cd ff 15 20 c9 00 00 4d 85 e4 74 10 49 83 2c 24 01 75 09 49 8b cc ff 15 0b c9 00 00 4d 8b ce | ........M..t.I.,$.u.I........M.. |
| 42100 | 48 8d 0d e1 39 06 00 44 8b c7 41 8b d7 e8 4e 97 fc ff 4c 8b b4 24 98 00 00 00 33 ed 4c 8b bc 24 | H...9..D..A...N...L..$....3.L..$ |
| 42120 | a0 00 00 00 4c 8b ac 24 80 00 00 00 eb 12 48 83 2e 01 75 09 48 8b ce ff 15 cb c8 00 00 48 8b eb | ....L..$......H...u.H........H.. |
| 42140 | 44 0f 28 84 24 f0 00 00 00 0f 28 bc 24 00 01 00 00 4c 8b a4 24 30 01 00 00 48 8b bc 24 38 01 00 | D.(.$.....(.$....L..$0...H..$8.. |
| 42160 | 00 48 8b b4 24 40 01 00 00 48 8b 9c 24 48 01 00 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff | .H..$@...H..$H...M..t.I...u.I... |
| 42180 | 15 83 c8 00 00 4c 8b b4 24 20 01 00 00 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 67 c8 00 | .....L..$....M..t.I./.u.I....g.. |
| 421a0 | 00 4c 8b bc 24 18 01 00 00 4d 85 ed 74 10 49 83 6d 00 01 75 09 49 8b cd ff 15 4a c8 00 00 48 8b | .L..$....M..t.I.m..u.I....J...H. |
| 421c0 | 84 24 a8 00 00 00 4c 8b ac 24 28 01 00 00 48 85 c0 74 0f 48 83 28 01 75 09 48 8b c8 ff 15 26 c8 | .$....L..$(...H..t.H.(.u.H....&. |
| 421e0 | 00 00 48 8b c5 48 8b 8c 24 e0 00 00 00 48 33 cc e8 db 56 fc ff 48 81 c4 50 01 00 00 5d c3 cc cc | ..H..H..$....H3...V..H..P...]... |
| 42200 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 40 53 55 56 57 41 54 41 56 41 57 48 83 ec 60 48 | ................@SUVWATAVAWH..`H |
| 42220 | 8b 05 3a 92 03 00 48 33 c4 48 89 44 24 58 48 8b 3d 9b 5a 06 00 4d 8b f8 48 8b 2d 59 58 06 00 4c | ..:...H3.H.D$XH.=.Z..M..H.-YX..L |
| 42240 | 8b e1 48 8b 35 ff c8 00 00 4c 8b 72 10 48 89 7c 24 40 49 8b c6 48 89 6c 24 48 48 89 74 24 50 4d | ..H.5....L.r.H.|$@I..H.l$HH.t$PM |
| 42260 | 85 c0 0f 84 32 01 00 00 4d 85 f6 74 31 48 83 e8 01 74 22 48 83 e8 01 74 13 48 83 f8 01 0f 85 3e | ....2...M..t1H...t"H...t.H.....> |
| 42280 | 01 00 00 48 8b 72 28 48 89 74 24 50 48 8b 6a 20 48 89 6c 24 48 48 8b 7a 18 48 89 7c 24 40 49 8b | ...H.r(H.t$PH.j.H.l$HH.z.H.|$@I. |
| 422a0 | cf ff 15 69 c8 00 00 48 8b d8 49 8b c6 4d 85 f6 74 11 48 83 e8 01 74 38 48 83 f8 01 74 5f e9 87 | ...i...H..I..M..t.H...t8H...t_.. |
| 422c0 | 00 00 00 48 85 db 0f 8e 8a 01 00 00 48 8b 15 8d 50 06 00 49 8b cf 4c 8b 42 18 ff 15 28 c5 00 00 | ...H........H...P..I..L.B...(... |
| 422e0 | 48 85 c0 74 0b 48 8b f8 48 89 44 24 40 48 ff cb 48 85 db 0f 8e 5d 01 00 00 48 8b 15 90 4e 06 00 | H..t.H..H.D$@H..H....]...H...N.. |
| 42300 | 49 8b cf 4c 8b 42 18 ff 15 fb c4 00 00 48 85 c0 74 0b 48 8b e8 48 89 44 24 48 48 ff cb 48 85 db | I..L.B.......H..t.H..H.D$HH..H.. |
| 42320 | 0f 8e 30 01 00 00 48 8b 15 7b 4a 06 00 49 8b cf 4c 8b 42 18 ff 15 ce c4 00 00 48 85 c0 74 0b 48 | ..0...H..{J..I..L.B.......H..t.H |
| 42340 | 8b f0 48 89 44 24 50 48 ff cb 48 85 db 0f 8e 03 01 00 00 48 8d 05 f6 37 06 00 49 8b cf 48 89 44 | ..H.D$PH..H........H...7..I..H.D |
| 42360 | 24 28 4c 8d 4c 24 40 48 8d 15 52 b0 05 00 4c 89 74 24 20 e8 38 d1 fc ff 85 c0 79 0a ba 9f 26 00 | $(L.L$@H..R...L.t$..8.....y...&. |
| 42380 | 00 e9 a7 00 00 00 48 8b 74 24 50 48 8b 6c 24 48 48 8b 7c 24 40 e9 bc 00 00 00 4d 85 f6 0f 84 b3 | ......H.t$PH.l$HH.|$@.....M..... |
| 423a0 | 00 00 00 48 83 e8 01 0f 84 a5 00 00 00 48 83 e8 01 0f 84 97 00 00 00 48 83 f8 01 0f 84 89 00 00 | ...H.........H.........H........ |
| 423c0 | 00 48 8d 15 50 60 06 00 4c 89 74 24 30 49 8b ce 48 8d 05 15 f5 05 00 48 c1 f9 3f 4c 8d 0d 96 01 | .H..P`..L.t$0I..H......H..?L.... |
| 423e0 | 06 00 48 83 e1 fd 4c 8d 05 5b 37 06 00 48 83 c1 03 48 83 f9 01 48 0f 44 c2 4d 85 f6 48 89 44 24 | ..H...L..[7..H...H...H.D.M..H.D$ |
| 42400 | 28 48 8d 15 68 01 06 00 48 89 4c 24 20 4c 0f 49 ca 48 8b 0d 90 c4 00 00 48 8d 15 09 01 06 00 48 | (H..h...H.L$.L.I.H......H......H |
| 42420 | 8b 09 ff 15 58 c6 00 00 ba b3 26 00 00 4c 8b 0d 24 4b 01 00 48 8d 0d dd 36 06 00 41 b8 5d 03 00 | ....X.....&..L..$K..H...6..A.].. |
| 42440 | 00 e8 1a 94 fc ff 33 c0 eb 1d 48 8b 72 28 48 8b 6a 20 48 8b 7a 18 4c 8b ce 4c 8b c5 48 8b d7 49 | ......3...H.r(H.j.H.z.L..L..H..I |
| 42460 | 8b cc e8 39 ef ff ff 48 8b 4c 24 58 48 33 cc e8 5c 54 fc ff 48 83 c4 60 41 5f 41 5e 41 5c 5f 5e | ...9...H.L$XH3..\T..H..`A_A^A\_^ |
| 42480 | 5d 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc 40 55 56 57 41 54 41 55 41 56 41 57 48 8d ac 24 | ][..............@UVWATAUAVAWH..$ |
| 424a0 | 80 fc ff ff 48 81 ec 80 04 00 00 48 8b 05 ae 8f 03 00 48 33 c4 48 89 85 50 03 00 00 48 8b 85 e0 | ....H......H......H3.H..P...H... |
| 424c0 | 03 00 00 0f 57 c0 48 8b b5 e8 03 00 00 4c 8b e1 48 89 4d c0 4d 8b f1 33 c9 4c 89 4d 50 33 ff 4c | ....W.H......L..H.M.M..3.L.MP3.L |
| 424e0 | 89 45 90 48 89 bd 60 02 00 00 44 8b ff 48 89 bd a0 02 00 00 44 8b ef 48 89 7d a8 48 89 7d d8 48 | .E.H..`...D..H......D..H.}.H.}.H |
| 42500 | 89 7d 10 48 89 7d b0 48 89 7d 98 48 89 7d 60 48 89 7d 88 48 89 7d 48 48 89 7d 18 48 89 7d 20 48 | .}.H.}.H.}.H.}`H.}.H.}HH.}.H.}.H |
| 42520 | 89 7d e0 48 89 7d 38 48 89 7d e8 48 89 7d 40 48 89 7d 08 48 89 7c 24 58 48 89 7c 24 68 48 89 7d | .}.H.}8H.}.H.}@H.}.H.|$XH.|$hH.} |
| 42540 | f8 48 89 7d a0 48 89 7d 80 48 89 7d 00 48 89 7d 28 48 89 7d 30 48 89 7c 24 70 48 89 7c 24 78 48 | .H.}.H.}.H.}.H.}(H.}0H.|$pH.|$xH |
| 42560 | 89 bd 90 01 00 00 48 89 55 b8 48 89 45 f0 48 89 75 68 66 0f 7f 85 10 02 00 00 48 89 8d 20 02 00 | ......H.U.H.E.H.uhf.......H..... |
| 42580 | 00 48 89 8d 28 02 00 00 48 89 8d 30 02 00 00 48 89 8d 38 02 00 00 48 89 8d 40 02 00 00 48 89 8d | .H..(...H..0...H..8...H..@...H.. |
| 425a0 | 48 02 00 00 48 89 8d 50 02 00 00 48 89 8d 58 02 00 00 48 89 8d 68 02 00 00 48 89 8d 70 02 00 00 | H...H..P...H..X...H..h...H..p... |
| 425c0 | 48 89 8d 78 02 00 00 48 89 8d 80 02 00 00 48 89 8d 88 02 00 00 48 89 8d 90 02 00 00 48 89 8d 98 | H..x...H......H......H......H... |
| 425e0 | 02 00 00 48 89 8d a8 02 00 00 48 89 8d b0 02 00 00 48 89 8d b8 02 00 00 48 89 8d c0 02 00 00 48 | ...H......H......H......H......H |
| 42600 | 89 8d c8 02 00 00 48 89 8d d0 02 00 00 48 89 8d d8 02 00 00 66 0f 7f 85 40 01 00 00 48 89 8d 50 | ......H......H......f...@...H..P |
| 42620 | 01 00 00 48 89 8d 58 01 00 00 48 89 8d 60 01 00 00 48 89 8d 68 01 00 00 48 89 8d 70 01 00 00 48 | ...H..X...H..`...H..h...H..p...H |
| 42640 | 89 8d 78 01 00 00 48 89 8d 80 01 00 00 48 89 8d 88 01 00 00 48 89 8d 98 01 00 00 48 89 8d a0 01 | ..x...H......H......H......H.... |
| 42660 | 00 00 48 89 8d a8 01 00 00 48 89 8d b0 01 00 00 48 89 8d b8 01 00 00 48 89 8d c0 01 00 00 48 ff | ..H......H......H......H......H. |
| 42680 | 02 49 ff 00 48 ff 00 48 ff 02 48 8b 05 b7 54 06 00 48 89 8d c8 01 00 00 48 89 8d d8 01 00 00 48 | .I..H..H..H...T..H......H......H |
| 426a0 | 89 8d e0 01 00 00 48 89 8d e8 01 00 00 48 89 8d f0 01 00 00 48 89 8d f8 01 00 00 48 89 8d 00 02 | ......H......H......H......H.... |
| 426c0 | 00 00 48 89 8d 08 02 00 00 48 8b 48 18 48 39 0d a4 4f 06 00 48 89 bd d0 01 00 00 48 89 55 58 48 | ..H......H.H.H9..O..H......H.UXH |
| 426e0 | 89 55 d0 75 26 48 8b 05 24 5d 06 00 48 85 c0 74 0c 48 ff 00 48 8b 05 15 5d 06 00 eb 28 48 8b 0d | .U.u&H..$]..H..t.H..H...]...(H.. |
| 42700 | 54 42 06 00 e8 d7 d2 fc ff eb 1a 48 8b 0d 46 42 06 00 4c 8d 05 f7 5c 06 00 48 8d 15 58 4f 06 00 | TB.........H..FB..L...\..H..XO.. |
| 42720 | e8 cb c1 fc ff 48 89 9c 24 78 04 00 00 0f 29 b4 24 60 04 00 00 48 89 44 24 50 48 3b c7 75 13 bb | .....H..$x....).$`...H.D$PH;.u.. |
| 42740 | c1 02 00 00 41 be 93 1b 00 00 4c 8b e7 e9 56 5f 00 00 48 8b 5c 24 50 48 8b 15 6a 48 06 00 48 8b | ....A.....L...V_..H.\$PH..jH..H. |
| 42760 | 43 08 4c 8b 80 90 00 00 00 4d 85 c0 74 08 48 8b cb 41 ff d0 eb 0b 48 8b 4c 24 50 ff 15 f7 c3 00 | C.L......M..t.H..A....H.L$P..... |
| 42780 | 00 4c 8b f8 48 85 c0 75 13 bb c1 02 00 00 41 be 95 1b 00 00 4c 8b e7 e9 0c 5f 00 00 48 8b 4c 24 | .L..H..u......A.....L...._..H.L$ |
| 427a0 | 50 48 83 29 01 75 06 ff 15 5b c2 00 00 b9 01 00 00 00 ff 15 80 c3 00 00 48 89 44 24 50 48 85 c0 | PH.).u...[..............H.D$PH.. |
| 427c0 | 75 13 bb c1 02 00 00 41 be 98 1b 00 00 4c 8b e7 e9 d3 5e 00 00 48 8b 5d b8 48 8b 44 24 50 48 ff | u......A.....L....^..H.].H.D$PH. |
| 427e0 | 03 48 89 58 18 ff 15 fd bf 00 00 48 89 44 24 58 48 85 c0 75 13 bb c1 02 00 00 41 be 9d 1b 00 00 | .H.X.......H.D$XH..u......A..... |
| 42800 | 4c 8b e7 e9 a0 5e 00 00 4c 8b 05 49 c2 00 00 48 8b c8 48 8b 15 cf 45 06 00 ff 15 c1 bf 00 00 85 | L....^..L..I...H..H...E......... |
| 42820 | c0 79 13 bb c1 02 00 00 41 be 9f 1b 00 00 4c 8b e7 e9 72 5e 00 00 4c 8b 44 24 58 49 8b cf 48 8b | .y......A.....L...r^..L.D$XI..H. |
| 42840 | 54 24 50 e8 38 cb fc ff 48 89 44 24 68 48 85 c0 75 13 bb c1 02 00 00 41 be a0 1b 00 00 4c 8b e7 | T$P.8...H.D$hH..u......A.....L.. |
| 42860 | e9 43 5e 00 00 49 83 2f 01 75 09 49 8b cf ff 15 94 c1 00 00 48 8b 4c 24 50 4c 8b ff 48 83 29 01 | .C^..I./.u.I........H.L$PL..H.). |
| 42880 | 75 06 ff 15 80 c1 00 00 48 8b 4c 24 58 48 89 7c 24 50 48 83 29 01 75 06 ff 15 6a c1 00 00 48 8b | u.......H.L$XH.|$PH.).u...j...H. |
| 428a0 | cb 48 89 7c 24 58 48 8b 5c 24 68 48 89 5d b8 48 83 29 01 75 06 ff 15 4d c1 00 00 48 8b 43 08 48 | .H.|$XH.\$hH.].H.).u...M...H.C.H |
| 428c0 | 8b cb 48 8b 15 ff 4b 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 98 c2 00 00 | ..H...K..L......M..t.A.......... |
| 428e0 | 48 89 44 24 68 48 85 c0 75 13 bb c2 02 00 00 41 be af 1b 00 00 4c 8b e7 e9 ab 5d 00 00 48 8b 15 | H.D$hH..u......A.....L....]..H.. |
| 42900 | b4 50 06 00 45 33 c9 45 33 c0 48 8b c8 e8 be bb fc ff 48 89 44 24 58 48 85 c0 75 13 bb c2 02 00 | .P..E3.E3.H.......H.D$XH..u..... |
| 42920 | 00 41 be b1 1b 00 00 4c 8b e7 e9 79 5d 00 00 48 8b 4c 24 68 48 83 29 01 75 06 ff 15 c8 c0 00 00 | .A.....L...y]..H.L$hH.).u....... |
| 42940 | 48 8b 54 24 58 8b df 48 3b 15 c2 bf 00 00 8b cf 8b c7 48 89 7c 24 68 0f 94 c3 48 3b 15 e7 c1 00 | H.T$X..H;.........H.|$h...H;.... |
| 42960 | 00 0f 94 c1 48 3b 15 ed c0 00 00 0f 94 c0 0b c8 0b cb 75 10 48 8b ca ff 15 43 bf 00 00 48 8b 54 | ....H;............u.H....C...H.T |
| 42980 | 24 58 8b d8 85 db 79 13 bb c2 02 00 00 41 be b4 1b 00 00 4c 8b e7 e9 0d 5d 00 00 48 83 2a 01 75 | $X....y......A.....L....]..H.*.u |
| 429a0 | 09 48 8b ca ff 15 5e c0 00 00 48 89 7c 24 58 85 db 0f 84 e0 08 00 00 ff 15 33 c2 00 00 48 8b c8 | .H....^...H.|$X..........3...H.. |
| 429c0 | 48 89 45 c8 4c 8d 4d 80 4c 8b e8 4c 8d 45 a0 48 8d 55 f8 e8 58 ba fc ff 48 8b 0d 69 51 06 00 48 | H.E.L.M.L..L.E.H.U..X...H..iQ..H |
| 429e0 | 8b 51 18 48 39 15 9e 4c 06 00 75 26 48 8b 0d ad 50 06 00 48 85 c9 74 0c 48 ff 01 48 8b 05 9e 50 | .Q.H9..L..u&H...P..H..t.H..H...P |
| 42a00 | 06 00 eb 28 48 8b 0d e5 42 06 00 e8 d0 cf fc ff eb 1a 48 8b 0d d7 42 06 00 4c 8d 05 80 50 06 00 | ...(H...B.........H...B..L...P.. |
| 42a20 | 48 8d 15 61 4c 06 00 e8 c4 be fc ff 48 89 44 24 68 48 3b c7 75 0b 41 be cf 1b 00 00 e9 ba 01 00 | H..aL.......H.D$hH;.u.A......... |
| 42a40 | 00 48 8b 4c 24 68 48 8b 15 ab 43 06 00 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 | .H.L$hH...C..H.A.L......M..t.A.. |
| 42a60 | eb 0b 48 8b 4c 24 68 ff 15 0b c1 00 00 48 89 44 24 50 48 85 c0 75 0b 41 be d1 1b 00 00 e9 79 01 | ..H.L$h......H.D$PH..u.A......y. |
| 42a80 | 00 00 48 8b 4c 24 68 48 83 29 01 75 06 ff 15 75 bf 00 00 48 8b 4d b8 48 8b 15 0a 45 06 00 48 89 | ..H.L$hH.).u...u...H.M.H...E..H. |
| 42aa0 | 7c 24 68 48 8b 41 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 ba c0 00 00 4c 8b | |$hH.A.L......M..t.A..........L. |
| 42ac0 | f8 48 85 c0 75 0b 41 be d4 1b 00 00 e9 2a 01 00 00 48 8b 05 60 bf 00 00 48 8b df 49 39 47 08 75 | .H..u.A......*...H..`...H..I9G.u |
| 42ae0 | 32 49 8b 5f 18 48 85 db 74 29 49 8b 77 10 49 8b cf 48 ff 03 4c 8b fe 48 ff 06 48 83 29 01 75 06 | 2I._.H..t)I.w.I..H..L..H..H.).u. |
| 42b00 | ff 15 02 bf 00 00 48 8b d3 48 8b ce e8 af c1 fc ff eb 08 49 8b cf e8 a5 c3 fc ff 48 89 44 24 68 | ......H..H.........I.......H.D$h |
| 42b20 | 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 d4 be 00 00 4c 8b ef 48 39 7c 24 68 75 0b 41 be | H..t.H.+.u.H........L..H9|$hu.A. |
| 42b40 | e2 1b 00 00 e9 ae 00 00 00 49 83 2f 01 75 09 49 8b cf ff 15 b0 be 00 00 48 8b 4c 24 50 48 8b df | .........I./.u.I........H.L$PH.. |
| 42b60 | 48 8b 05 d1 be 00 00 48 39 41 08 75 3d 48 8b 59 18 48 85 db 74 34 48 8b 41 10 48 ff 03 48 ff 00 | H......H9A.u=H.Y.H..t4H.A.H..H.. |
| 42b80 | 48 8b 4c 24 50 48 89 44 24 50 48 83 29 01 75 06 ff 15 72 be 00 00 4c 8b 44 24 68 48 8b d3 48 8b | H.L$PH.D$PH.).u...r...L.D$hH..H. |
| 42ba0 | 4c 24 50 e8 e8 bf fc ff eb 0a 48 8b 54 24 68 e8 0c c1 fc ff 48 89 44 24 58 48 85 db 74 0f 48 83 | L$P.......H.T$h.....H.D$XH..t.H. |
| 42bc0 | 2b 01 75 09 48 8b cb ff 15 3b be 00 00 48 8b 4c 24 68 4c 8b ff 48 83 29 01 75 06 ff 15 27 be 00 | +.u.H....;...H.L$hL..H.).u...'.. |
| 42be0 | 00 48 89 7c 24 68 48 39 7c 24 58 0f 85 eb 02 00 00 41 be f2 1b 00 00 4c 8b 6d c8 48 8b 35 56 43 | .H.|$hH9|$X......A.....L.m.H.5VC |
| 42c00 | 01 00 48 8b 4c 24 50 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 f0 bd 00 00 48 89 7c 24 50 4d 85 ff | ..H.L$PH..t.H.).u.......H.|$PM.. |
| 42c20 | 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 d7 bd 00 00 48 8b 4c 24 58 48 85 c9 74 0c 48 83 29 01 75 | t.I./.u.I........H.L$XH..t.H.).u |
| 42c40 | 06 ff 15 c1 bd 00 00 48 8b 4c 24 68 48 89 7c 24 58 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 a6 bd | .......H.L$hH.|$XH..t.H.).u..... |
| 42c60 | 00 00 48 8b 15 f7 55 06 00 49 8b cd 48 89 7c 24 68 4c 8b e7 bb c5 02 00 00 e8 b2 b4 fc ff 85 c0 | ..H...U..I..H.|$hL.............. |
| 42c80 | 0f 84 34 02 00 00 4c 8b ce 48 8d 0d f8 2e 06 00 44 8b c3 41 8b d6 e8 c5 8b fc ff 4c 8d 4c 24 68 | ..4...L..H......D..A.......L.L$h |
| 42ca0 | 49 8b cd 4c 8d 44 24 50 48 8d 54 24 58 e8 de b2 fc ff 85 c0 79 17 48 8b 35 9b 42 01 00 bb c6 02 | I..L.D$PH.T$X.......y.H.5.B..... |
| 42cc0 | 00 00 41 be 15 1c 00 00 e9 ed 01 00 00 48 8b 44 24 50 48 8b 4d 58 48 ff 00 48 8b 49 08 48 8b 5c | ..A..........H.D$PH.MXH..H.I.H.\ |
| 42ce0 | 24 50 48 89 5d c0 48 8b 41 08 48 3b 05 ff ba 00 00 75 0d 4c 8b 7d d0 48 ff 01 4d 8b 7f 08 eb 38 | $PH.].H.A.H;.....u.L.}.H..M....8 |
| 42d00 | 48 8b 15 29 bd 00 00 48 3b c2 75 08 ff 92 88 00 00 00 eb 21 48 8b 15 2d bd 00 00 48 3b c2 75 08 | H..)...H;.u........!H..-...H;.u. |
| 42d20 | ff 92 88 00 00 00 eb 0d 48 8b 15 b1 50 06 00 ff 15 bb bc 00 00 4c 8b f8 4d 85 ff 75 10 bb c8 02 | ........H...P........L..M..u.... |
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| 42de0 | 01 00 ff 15 08 be 00 00 4c 8b e8 4d 85 ff 74 0f 49 83 2f 01 75 09 49 8b cf ff 15 09 bc 00 00 4d | ........L..M..t.I./.u.I........M |
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| 42f40 | 06 ff 15 c1 ba 00 00 48 89 7d 80 48 8b 15 66 4a 06 00 41 b8 01 00 00 00 48 8b ce ff 15 0f bb 00 | .......H.}.H..fJ..A.....H....... |
| 42f60 | 00 48 89 44 24 68 48 8b d0 48 85 c0 75 13 bb c9 02 00 00 41 be 86 1c 00 00 4c 8b e7 e9 27 57 00 | .H.D$hH..H..u......A.....L...'W. |
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| 431e0 | 94 c0 0b c8 0b cb 75 10 48 8b ca ff 15 cf b6 00 00 48 8b 54 24 58 8b d8 85 db 79 13 bb c9 02 00 | ......u.H........H.T$X....y..... |
| 43200 | 00 41 be a5 1c 00 00 4c 8b e7 e9 99 54 00 00 48 83 2a 01 75 09 48 8b ca ff 15 ea b7 00 00 48 89 | .A.....L....T..H.*.u.H........H. |
| 43220 | 7c 24 58 85 db 0f 84 58 04 00 00 48 8b 15 d6 50 06 00 45 33 c0 48 8b 0d a4 4d 06 00 e8 3f c1 fc | |$X....X...H...P..E3.H...M...?.. |
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| 43320 | 8b 4c 24 58 48 83 29 01 75 06 ff 15 d8 b6 00 00 48 8b 74 24 68 45 33 c9 48 8b 15 79 46 06 00 48 | .L$XH.).u.......H.t$hE3.H..yF..H |
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| 43360 | bb ce 02 00 00 41 be e2 1c 00 00 4c 8b e7 e9 35 53 00 00 48 3b 15 96 b5 00 00 8b df 8b cf 8b c7 | .....A.....L...5S..H;........... |
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| 433a0 | ff 15 1a b5 00 00 48 8b 54 24 68 8b d8 85 db 79 13 bb ce 02 00 00 41 be e4 1c 00 00 4c 8b e7 e9 | ......H.T$h....y......A.....L... |
| 433c0 | e4 52 00 00 48 83 2a 01 75 09 48 8b ca ff 15 35 b6 00 00 48 89 7c 24 68 85 db 0f 84 a3 02 00 00 | .R..H.*.u.H....5...H.|$h........ |
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| 43500 | 90 e8 8a b6 fc ff eb 09 48 8b 55 90 e8 af b7 fc ff 48 8b 4c 24 58 48 89 44 24 68 48 85 c9 74 0c | ........H.U......H.L$XH.D$hH..t. |
| 43520 | 48 83 29 01 75 06 ff 15 dc b4 00 00 48 89 7c 24 58 48 39 7c 24 68 75 13 bb ce 02 00 00 41 be fc | H.).u.......H.|$XH9|$hu......A.. |
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| 43600 | 01 75 09 48 8b cb ff 15 fc b3 00 00 48 89 7c 24 50 85 f6 74 6e 48 8b 15 3c 4d 06 00 45 33 c0 48 | .u.H........H.|$P..tnH..<M..E3.H |
| 43620 | 8b 0d ba 49 06 00 e8 55 bd fc ff 48 89 44 24 50 48 85 c0 75 13 bb cf 02 00 00 41 be 0f 1d 00 00 | ...I...U...H.D$PH..u......A..... |
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| 43660 | 83 29 01 75 06 ff 15 9d b3 00 00 48 89 7c 24 50 bb cf 02 00 00 41 be 13 1d 00 00 4c 8b e7 e9 25 | .).u.......H.|$P.....A.....L...% |
| 43680 | 50 00 00 48 8b 05 be b4 00 00 4c 8b 7d f0 4c 3b f8 0f 84 7f 16 00 00 49 8b cf ff 15 f8 b2 00 00 | P..H......L.}.L;.......I........ |
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| 436c0 | 00 00 48 8b 05 7f 44 06 00 48 8b 48 18 48 39 0d fc 46 06 00 75 2b 48 8b 05 7b 44 06 00 48 85 c0 | ..H...D..H.H.H9..F..u+H..{D..H.. |
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| 43720 | 48 8b c8 48 85 c9 75 19 bb d5 02 00 00 41 be 3c 1d 00 00 4c 8b ef 4c 8b ff 4c 8b e7 e9 67 4f 00 | H..H..u......A.<...L..L..L...gO. |
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| 43760 | b4 00 00 48 89 44 24 58 48 85 c0 75 19 bb d5 02 00 00 41 be 3e 1d 00 00 4c 8b ef 4c 8b ff 4c 8b | ...H.D$XH..u......A.>...L..L..L. |
| 43780 | e7 e9 22 4f 00 00 48 8b 4c 24 68 48 83 29 01 75 06 ff 15 71 b2 00 00 48 8b 05 aa 43 06 00 48 89 | .."O..H.L$hH.).u...q...H...C..H. |
| 437a0 | 7c 24 68 48 8b 48 18 48 39 0d da 41 06 00 75 26 48 8b 05 a1 40 06 00 48 85 c0 74 0c 48 ff 00 4c | |$hH.H.H9..A..u&H...@..H..t.H..L |
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| 437e0 | 74 40 06 00 48 8d 15 9d 41 06 00 e8 00 b1 fc ff 4c 8b f8 4d 85 ff 75 16 bb d5 02 00 00 41 be 41 | t@..H...A.......L..M..u......A.A |
| 43800 | 1d 00 00 4c 8b ef 4c 8b e7 e9 9a 4e 00 00 49 8b 47 08 49 8b cf 48 8b 15 f4 30 06 00 4c 8b 80 90 | ...L..L....N..I.G.I..H...0..L... |
| 43820 | 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 45 b3 00 00 4c 8b e8 48 85 c0 75 13 bb d5 02 00 00 | ...M..t.A......E...L..H..u...... |
| 43840 | 41 be 43 1d 00 00 4c 8b e7 e9 5a 4e 00 00 49 83 2f 01 75 09 49 8b cf ff 15 ab b1 00 00 48 8b 05 | A.C...L...ZN..I./.u.I........H.. |
| 43860 | e4 42 06 00 48 8b 48 18 48 39 0d c9 42 06 00 75 26 48 8b 05 e8 40 06 00 48 85 c0 74 0c 48 ff 00 | .B..H.H.H9..B..u&H...@..H..t.H.. |
| 43880 | 4c 8b 3d d9 40 06 00 eb 2b 48 8b 0d c8 30 06 00 e8 4b c1 fc ff eb 1a 48 8b 0d ba 30 06 00 4c 8d | L.=.@...+H...0...K.....H...0..L. |
| 438a0 | 05 bb 40 06 00 48 8d 15 8c 42 06 00 e8 3f b0 fc ff 4c 8b f8 4d 85 ff 75 13 bb d5 02 00 00 41 be | ..@..H...B...?...L..M..u......A. |
| 438c0 | 46 1d 00 00 4c 8b e7 e9 dc 4d 00 00 49 8b 47 08 49 8b cf 48 8b 15 f6 3a 06 00 4c 8b 80 90 00 00 | F...L....M..I.G.I..H...:..L..... |
| 438e0 | 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 87 b2 00 00 48 89 44 24 70 48 85 c0 75 13 bb d5 02 00 00 | .M..t.A..........H.D$pH..u...... |
| 43900 | 41 be 48 1d 00 00 4c 8b e7 e9 9a 4d 00 00 49 83 2f 01 75 09 49 8b cf ff 15 eb b0 00 00 48 8b 05 | A.H...L....M..I./.u.I........H.. |
| 43920 | 14 b1 00 00 48 8b df 49 39 45 08 75 37 49 8b 5d 18 48 85 db 74 2e 49 8b 75 10 49 8b cd 48 ff 03 | ....H..I9E.u7I.].H..t.I.u.I..H.. |
| 43940 | 4c 8b ee 48 ff 06 48 83 29 01 75 06 ff 15 b6 b0 00 00 4c 8b 44 24 70 48 8b d3 48 8b ce e8 2e b2 | L..H..H.).u.......L.D$pH..H..... |
| 43960 | fc ff eb 0d 48 8b 54 24 70 49 8b cd e8 4f b3 fc ff 48 89 44 24 68 48 85 db 74 0f 48 83 2b 01 75 | ....H.T$pI...O...H.D$hH..t.H.+.u |
| 43980 | 09 48 8b cb ff 15 7e b0 00 00 48 8b 4c 24 70 4c 8b ff 48 83 29 01 75 06 ff 15 6a b0 00 00 48 89 | .H....~...H.L$pL..H.).u...j...H. |
| 439a0 | 7c 24 70 48 39 7c 24 68 75 13 bb d5 02 00 00 41 be 58 1d 00 00 4c 8b e7 e9 eb 4c 00 00 49 83 6d | |$pH9|$hu......A.X...L....L..I.m |
| 439c0 | 00 01 75 09 49 8b cd ff 15 3b b0 00 00 48 8b 4c 24 68 48 8b 15 8f 36 06 00 48 8b 41 08 4c 8b 80 | ..u.I....;...H.L$hH...6..H.A.L.. |
| 439e0 | 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 84 b1 00 00 4c 8b e8 48 85 c0 75 13 bb d5 02 00 | ....M..t.A..........L..H..u..... |
| 43a00 | 00 41 be 5b 1d 00 00 4c 8b e7 e9 99 4c 00 00 48 8b 4c 24 68 48 83 29 01 75 06 ff 15 e8 af 00 00 | .A.[...L....L..H.L$hH.).u....... |
| 43a20 | 48 8b 4c 24 58 48 8b 05 0c b0 00 00 48 89 7c 24 68 48 39 41 08 75 47 48 8b 51 18 48 89 54 24 68 | H.L$XH......H.|$hH9A.uGH.Q.H.T$h |
| 43a40 | 48 85 d2 74 39 48 8b 41 10 48 ff 02 48 ff 00 48 8b 4c 24 58 48 89 44 24 58 48 83 29 01 75 06 ff | H..t9H.A.H..H..H.L$XH.D$XH.).u.. |
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| 43a80 | d5 e8 3a b2 fc ff 48 8b 4c 24 68 48 89 44 24 50 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 67 af 00 | ..:...H.L$hH.D$PH..t.H.).u...g.. |
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| 43ac0 | bb d5 02 00 00 41 be 6b 1d 00 00 4c 8b e7 e9 d5 4b 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 | .....A.k...L....K..H.L$XH.).u... |
| 43ae0 | 24 af 00 00 48 8b 74 24 50 4c 8b 75 f0 48 8b 15 fc 47 06 00 48 89 7c 24 58 48 89 75 d8 49 8b 4e | $...H.t$PL.u.H...G..H.|$XH.u.I.N |
| 43b00 | 08 48 89 7c 24 50 e8 45 91 fc ff 85 c0 0f 84 61 08 00 00 48 8b 05 2e 40 06 00 48 8b 48 18 48 39 | .H.|$P.E.......a...H...@..H.H.H9 |
| 43b20 | 0d 03 40 06 00 75 2b 48 8b 05 f2 3c 06 00 48 85 c0 74 11 48 ff 00 48 8b 0d e3 3c 06 00 48 89 4c | ..@..u+H...<..H..t.H..H...<..H.L |
| 43b40 | 24 58 eb 30 48 8b 0d 0d 2e 06 00 e8 90 be fc ff eb 1a 48 8b 0d ff 2d 06 00 4c 8d 05 c0 3c 06 00 | $X.0H.............H...-..L...<.. |
| 43b60 | 48 8d 15 c1 3f 06 00 e8 84 ad fc ff 48 89 44 24 58 48 8b c8 48 85 c9 75 13 bb d7 02 00 00 41 be | H...?.......H.D$XH..H..u......A. |
| 43b80 | 83 1d 00 00 4c 8b e7 e9 1c 4b 00 00 48 8b 41 08 48 8b 15 81 30 06 00 4c 8b 80 90 00 00 00 4d 85 | ....L....K..H.A.H...0..L......M. |
| 43ba0 | c0 74 05 41 ff d0 eb 06 ff 15 ca af 00 00 4c 8b e8 48 85 c0 75 13 bb d7 02 00 00 41 be 85 1d 00 | .t.A..........L..H..u......A.... |
| 43bc0 | 00 4c 8b e7 e9 df 4a 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 2e ae 00 00 49 8b 46 08 49 8b | .L....J..H.L$XH.).u.......I.F.I. |
| 43be0 | ce 48 8b 15 98 2c 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 79 af 00 00 48 | .H...,..L......M..t.A......y...H |
| 43c00 | 89 44 24 58 48 8b d0 48 85 c0 75 13 bb d7 02 00 00 41 be 88 1d 00 00 4c 8b e7 e9 89 4a 00 00 48 | .D$XH..H..u......A.....L....J..H |
| 43c20 | 8b 05 12 ae 00 00 8b df 49 39 45 08 75 34 49 8b 4d 18 48 89 4c 24 68 48 85 c9 74 26 49 8b 45 10 | ........I9E.u4I.M.H.L$hH..t&I.E. |
| 43c40 | 48 ff 01 49 8b cd 4c 8b e8 48 ff 00 48 83 29 01 75 06 ff 15 b0 ad 00 00 48 8b 54 24 58 bb 01 00 | H..I..L..H..H.).u.......H.T$X... |
| 43c60 | 00 00 49 8b 4d 08 48 3b 0d 0b b0 00 00 75 61 48 8b 44 24 68 44 8d 43 02 48 89 85 e0 02 00 00 45 | ..I.M.H;.....uaH.D$hD.C.H......E |
| 43c80 | 33 c9 48 8b 05 7f 3a 06 00 49 8b cd 48 89 85 f0 02 00 00 48 89 95 e8 02 00 00 48 8d 95 e8 02 00 | 3.H...:..I..H......H......H..... |
| 43ca0 | 00 8b c3 48 c1 e0 03 48 2b d0 e8 31 b3 fc ff 48 89 44 24 50 48 85 c0 0f 85 a5 00 00 00 bb d7 02 | ...H...H+..1...H.D$PH........... |
| 43cc0 | 00 00 41 be 99 1d 00 00 4c 8b e7 e9 d8 49 00 00 48 8b 05 01 b0 00 00 48 3b c8 74 16 48 8b d0 ff | ..A.....L....I..H......H;.t.H... |
| 43ce0 | 15 43 ad 00 00 85 c0 0f 84 ab 00 00 00 48 8b 54 24 58 49 8b 45 10 8b 48 10 83 e1 8d 81 f9 80 00 | .C...........H.T$XI.E..H........ |
| 43d00 | 00 00 0f 85 90 00 00 00 48 8b 44 24 68 44 8d 43 02 48 89 85 f8 02 00 00 49 8b cd 48 8b 05 e6 39 | ........H.D$hD.C.H......I..H...9 |
| 43d20 | 06 00 48 89 85 08 03 00 00 48 89 95 00 03 00 00 48 8d 95 00 03 00 00 8b c3 48 c1 e0 03 48 2b d0 | ..H......H......H........H...H+. |
| 43d40 | e8 4b b1 fc ff 48 89 44 24 50 48 85 c0 75 13 bb d7 02 00 00 41 be a2 1d 00 00 4c 8b e7 e9 46 49 | .K...H.D$PH..u......A.....L...FI |
| 43d60 | 00 00 48 8b 4c 24 68 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 90 ac 00 00 48 8b 4c 24 58 48 89 7c | ..H.L$hH..t.H.).u.......H.L$XH.| |
| 43d80 | 24 68 48 83 29 01 75 06 ff 15 7a ac 00 00 48 89 7c 24 58 e9 a9 00 00 00 8d 4b 02 ff 15 97 ad 00 | $hH.).u...z...H.|$X......K...... |
| 43da0 | 00 48 89 44 24 70 48 8b c8 48 85 c0 75 13 bb d7 02 00 00 41 be a9 1d 00 00 4c 8b e7 e9 e7 48 00 | .H.D$pH..H..u......A.....L....H. |
| 43dc0 | 00 48 8b 44 24 68 48 85 c0 74 0e 48 89 41 18 48 8b 4c 24 70 48 89 7c 24 68 48 8b 44 24 58 45 33 | .H.D$hH..t.H.A.H.L$pH.|$hH.D$XE3 |
| 43de0 | c0 8b d3 48 89 44 d1 18 48 8b 0d 19 39 06 00 48 ff 01 48 8b 44 24 70 48 89 4c d0 20 49 8b cd 48 | ...H.D..H...9..H..H.D$pH.L..I..H |
| 43e00 | 8b 54 24 70 48 89 7c 24 58 e8 72 b5 fc ff 48 89 44 24 50 48 85 c0 75 13 bb d7 02 00 00 41 be b4 | .T$pH.|$X.r...H.D$PH..u......A.. |
| 43e20 | 1d 00 00 4c 8b e7 e9 7d 48 00 00 48 8b 4c 24 70 48 83 29 01 75 06 ff 15 cc ab 00 00 48 89 7c 24 | ...L...}H..H.L$pH.).u.......H.|$ |
| 43e40 | 70 49 83 6d 00 01 75 09 49 8b cd ff 15 b7 ab 00 00 48 8b 5c 24 50 8b f7 48 3b 1d b1 aa 00 00 8b | pI.m..u.I........H.\$P..H;...... |
| 43e60 | cf 8b c7 4c 8b ef 40 0f 94 c6 48 3b 1d d7 ac 00 00 0f 94 c1 48 3b 1d dd ab 00 00 0f 94 c0 0b c8 | ...L..@...H;........H;.......... |
| 43e80 | 0b ce 75 0b 48 8b cb ff 15 33 aa 00 00 8b f0 85 f6 79 13 bb d7 02 00 00 41 be b9 1d 00 00 4c 8b | ..u.H....3.......y......A.....L. |
| 43ea0 | e7 e9 02 48 00 00 48 8b 5c 24 50 48 83 2b 01 75 09 48 8b cb ff 15 4e ab 00 00 48 89 7c 24 50 85 | ...H..H.\$PH.+.u.H....N...H.|$P. |
| 43ec0 | f6 0f 84 ad 04 00 00 48 8b 05 7a 3c 06 00 48 8b 48 18 48 39 0d 37 39 06 00 75 26 48 8b 05 9e 3a | .......H..z<..H.H.H9.79..u&H...: |
| 43ee0 | 06 00 48 85 c0 74 0c 48 ff 00 4c 8b 2d 8f 3a 06 00 eb 2b 48 8b 0d 5e 2a 06 00 e8 e1 ba fc ff eb | ..H..t.H..L.-.:...+H..^*........ |
| 43f00 | 1a 48 8b 0d 50 2a 06 00 4c 8d 05 71 3a 06 00 48 8d 15 fa 38 06 00 e8 d5 a9 fc ff 4c 8b e8 4d 85 | .H..P*..L..q:..H...8.......L..M. |
| 43f20 | ed 75 13 bb d8 02 00 00 41 be c4 1d 00 00 4c 8b e7 e9 72 47 00 00 49 8b 45 08 49 8b cd 48 8b 15 | .u......A.....L...rG..I.E.I..H.. |
| 43f40 | 0c 32 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1d ac 00 00 48 89 44 24 70 | .2..L......M..t.A..........H.D$p |
| 43f60 | 48 85 c0 75 13 bb d8 02 00 00 41 be c6 1d 00 00 4c 8b e7 e9 30 47 00 00 49 83 6d 00 01 75 09 49 | H..u......A.....L...0G..I.m..u.I |
| 43f80 | 8b cd ff 15 80 aa 00 00 48 8b 05 b9 3b 06 00 4c 8b ef 48 8b 48 18 48 39 0d bb 42 06 00 75 2b 48 | ........H...;..L..H.H.H9..B..u+H |
| 43fa0 | 8b 05 42 36 06 00 48 85 c0 74 11 48 ff 00 48 8b 0d 33 36 06 00 48 89 4c 24 58 eb 30 48 8b 0d 95 | ..B6..H..t.H..H..36..H.L$X.0H... |
| 43fc0 | 29 06 00 e8 18 ba fc ff eb 1a 48 8b 0d 87 29 06 00 4c 8d 05 10 36 06 00 48 8d 15 79 42 06 00 e8 | ).........H...)..L...6..H..yB... |
| 43fe0 | 0c a9 fc ff 48 89 44 24 58 48 8b c8 48 85 c9 75 13 bb d8 02 00 00 41 be c9 1d 00 00 4c 8b e7 e9 | ....H.D$XH..H..u......A.....L... |
| 44000 | a4 46 00 00 48 8b 41 08 48 8b 15 01 29 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 | .F..H.A.H...)..L......M..t.A.... |
| 44020 | ff 15 52 ab 00 00 48 89 44 24 68 48 85 c0 75 13 bb d8 02 00 00 41 be cb 1d 00 00 4c 8b e7 e9 65 | ..R...H.D$hH..u......A.....L...e |
| 44040 | 46 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 b4 a9 00 00 49 8b 46 08 49 8b ce 48 8b 15 1e 28 | F..H.L$XH.).u.......I.F.I..H...( |
| 44060 | 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 ff aa 00 00 48 89 44 24 58 48 8b | ..L......M..t.A..........H.D$XH. |
| 44080 | d0 48 85 c0 75 13 bb d8 02 00 00 41 be ce 1d 00 00 4c 8b e7 e9 0f 46 00 00 48 8b 4c 24 68 48 8b | .H..u......A.....L....F..H.L$hH. |
| 440a0 | df 48 8b 05 90 a9 00 00 48 39 41 08 75 3d 48 8b 59 18 48 85 db 74 34 48 8b 41 10 48 ff 03 48 ff | .H......H9A.u=H.Y.H..t4H.A.H..H. |
| 440c0 | 00 48 8b 4c 24 68 48 89 44 24 68 48 83 29 01 75 06 ff 15 31 a9 00 00 4c 8b 44 24 58 48 8b d3 48 | .H.L$hH.D$hH.).u...1...L.D$XH..H |
| 440e0 | 8b 4c 24 68 e8 a7 aa fc ff eb 05 e8 d0 ab fc ff 4c 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b | .L$h............L..H..t.H.+.u.H. |
| 44100 | cb ff 15 01 a9 00 00 48 8b 4c 24 58 48 83 29 01 75 06 ff 15 f0 a8 00 00 48 89 7c 24 58 4d 85 ed | .......H.L$XH.).u.......H.|$XM.. |
| 44120 | 75 13 bb d8 02 00 00 41 be dd 1d 00 00 4c 8b e7 e9 73 45 00 00 48 8b 4c 24 68 48 83 29 01 75 06 | u......A.....L...sE..H.L$hH.).u. |
| 44140 | ff 15 c2 a8 00 00 49 8b 45 08 49 8b cd 48 8b 15 14 2f 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | ......I.E.I..H.../..L......M..t. |
| 44160 | 41 ff d0 eb 06 ff 15 0d aa 00 00 48 89 44 24 68 48 85 c0 75 13 bb d8 02 00 00 41 be e0 1d 00 00 | A..........H.D$hH..u......A..... |
| 44180 | 4c 8b e7 e9 20 45 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 70 a8 00 00 48 8b 4c 24 70 48 8b df | L....E..I.m..u.I....p...H.L$pH.. |
| 441a0 | 48 8b 05 91 a8 00 00 48 39 41 08 75 3d 48 8b 59 18 48 85 db 74 34 48 8b 41 10 48 ff 03 48 ff 00 | H......H9A.u=H.Y.H..t4H.A.H..H.. |
| 441c0 | 48 8b 4c 24 70 48 89 44 24 70 48 83 29 01 75 06 ff 15 32 a8 00 00 4c 8b 44 24 68 48 8b d3 48 8b | H.L$pH.D$pH.).u...2...L.D$hH..H. |
| 441e0 | 4c 24 70 e8 a8 a9 fc ff eb 0a 48 8b 54 24 68 e8 cc aa fc ff 48 89 44 24 50 48 85 db 74 0f 48 83 | L$p.......H.T$h.....H.D$PH..t.H. |
| 44200 | 2b 01 75 09 48 8b cb ff 15 fb a7 00 00 48 8b 4c 24 68 4c 8b ef 48 83 29 01 75 06 ff 15 e7 a7 00 | +.u.H........H.L$hL..H.).u...... |
| 44220 | 00 48 89 7c 24 68 48 39 7c 24 50 75 13 bb d8 02 00 00 41 be f0 1d 00 00 4c 8b e7 e9 68 44 00 00 | .H.|$hH9|$Pu......A.....L...hD.. |
| 44240 | 48 8b 4c 24 70 48 83 29 01 75 06 ff 15 b7 a7 00 00 48 8b 75 d8 41 b8 04 00 00 00 48 8b d6 48 ff | H.L$pH.).u.......H.u.A.....H..H. |
| 44260 | 06 48 8b 4c 24 50 48 89 74 24 70 ff 15 ff a7 00 00 4c 8b e8 48 85 c0 75 13 bb d8 02 00 00 41 be | .H.L$PH.t$p......L..H..u......A. |
| 44280 | f5 1d 00 00 4c 8b e7 e9 1c 44 00 00 4c 3b 2d 7d a6 00 00 8b df 8b cf 8b c7 0f 94 c3 4c 3b 2d a5 | ....L....D..L;-}............L;-. |
| 442a0 | a8 00 00 0f 94 c1 4c 3b 2d ab a7 00 00 0f 94 c0 0b c8 0b cb 75 0b 49 8b cd ff 15 01 a6 00 00 8b | ......L;-...........u.I......... |
| 442c0 | d8 85 db 79 13 bb d8 02 00 00 41 be f6 1d 00 00 4c 8b e7 e9 d0 43 00 00 49 83 6d 00 01 75 09 49 | ...y......A.....L....C..I.m..u.I |
| 442e0 | 8b cd ff 15 20 a7 00 00 85 db 74 19 48 8b 44 24 50 48 ff 00 48 8b 44 24 50 48 8b 4c 24 70 48 89 | ..........t.H.D$PH..H.D$PH.L$pH. |
| 44300 | 44 24 68 eb 12 48 8b 44 24 70 48 ff 00 48 8b 4c 24 70 48 89 4c 24 68 48 83 29 01 75 06 ff 15 e5 | D$h..H.D$pH..H.L$pH.L$hH.).u.... |
| 44320 | a6 00 00 48 8b 4c 24 50 48 89 7c 24 70 48 83 29 01 75 06 ff 15 cf a6 00 00 48 8b 44 24 68 48 89 | ...H.L$PH.|$pH.).u.......H.D$hH. |
| 44340 | 44 24 50 48 ff 00 48 8b 4c 24 68 48 83 29 01 75 06 ff 15 b1 a6 00 00 48 8b 44 24 50 48 8b ce 48 | D$PH..H.L$hH.).u.......H.D$PH..H |
| 44360 | 89 7c 24 68 48 83 2e 01 48 89 45 d8 75 06 ff 15 94 a6 00 00 48 8b 1d 35 34 06 00 b9 0c 00 00 00 | .|$hH...H.E.u.......H..54....... |
| 44380 | ff 93 68 01 00 00 48 89 7c 24 28 45 33 c9 48 8b d0 c7 44 24 20 01 01 00 00 45 33 c0 49 8b ce ff | ..h...H.|$(E3.H...D$.....E3.I... |
| 443a0 | 93 28 02 00 00 48 89 44 24 50 48 85 c0 75 19 bb da 02 00 00 41 be 20 1e 00 00 4c 8b ff 4c 8b ef | .(...H.D$PH..u......A.....L..L.. |
| 443c0 | 4c 8b e7 e9 e0 42 00 00 48 8b 5c 24 50 48 89 5c 24 68 48 ff 03 48 8b 4c 24 50 48 83 29 01 75 06 | L....B..H.\$PH.\$hH..H.L$PH.).u. |
| 443e0 | ff 15 22 a6 00 00 49 83 2e 01 49 8b ce 4c 8b 7c 24 68 4c 89 7d f0 48 89 7c 24 50 75 06 ff 15 05 | .."...I...I..L.|$hL.}.H.|$Pu.... |
| 44400 | a6 00 00 4c 3b 3d 3e a7 00 00 48 89 7c 24 68 74 2c 48 8b 15 d8 3e 06 00 49 8b cf e8 70 95 fc ff | ...L;=>...H.|$ht,H...>..I...p... |
| 44420 | 85 c0 75 19 bb dc 02 00 00 41 be 2f 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 6b 42 00 00 49 8b 47 | ..u......A./...L..L..L...kB..I.G |
| 44440 | 08 49 8b cf 4d 8b 77 10 48 8b 15 79 30 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 | .I..M.w.H..y0..L......M..t.A.... |
| 44460 | ff 15 12 a7 00 00 48 89 44 24 68 48 85 c0 75 19 bb de 02 00 00 41 be 39 1e 00 00 4c 8b ff 4c 8b | ......H.D$hH..u......A.9...L..L. |
| 44480 | ef 4c 8b e7 e9 1f 42 00 00 48 8b 15 f8 3b 06 00 45 33 c9 48 8b c8 45 8d 41 01 e8 e1 99 fc ff 48 | .L....B..H...;..E3.H..E.A......H |
| 444a0 | 89 44 24 50 48 85 c0 75 19 bb de 02 00 00 41 be 3b 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 e6 41 | .D$PH..u......A.;...L..L..L....A |
| 444c0 | 00 00 48 8b 4c 24 68 48 83 29 01 75 06 ff 15 35 a5 00 00 48 8b 5c 24 50 8b f7 48 3b 1d 2f a4 00 | ..H.L$hH.).u...5...H.\$P..H;./.. |
| 444e0 | 00 8b cf 8b c7 48 89 7c 24 68 40 0f 94 c6 48 3b 1d 53 a6 00 00 0f 94 c1 48 3b 1d 59 a5 00 00 0f | .....H.|$h@...H;.S......H;.Y.... |
| 44500 | 94 c0 0b c8 0b ce 75 0b 48 8b cb ff 15 af a3 00 00 8b f0 85 f6 79 19 bb de 02 00 00 41 be 3e 1e | ......u.H............y......A.>. |
| 44520 | 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 78 41 00 00 48 8b 5c 24 50 48 83 2b 01 75 09 48 8b cb ff 15 | ..L..L..L...xA..H.\$PH.+.u.H.... |
| 44540 | c4 a4 00 00 85 f6 74 7a 48 8b 15 81 3b 06 00 45 33 c0 48 8b 0d 87 3a 06 00 e8 22 ae fc ff 48 89 | ......tzH...;..E3.H...:..."...H. |
| 44560 | 44 24 50 48 85 c0 75 19 bb df 02 00 00 41 be 49 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 27 41 00 | D$PH..u......A.I...L..L..L...'A. |
| 44580 | 00 48 8b 4c 24 50 45 33 c9 45 33 c0 33 d2 e8 3d ac fc ff 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 | .H.L$PE3.E3.3..=...H.L$PH.).u... |
| 445a0 | 64 a4 00 00 48 89 7c 24 50 bb df 02 00 00 41 be 4d 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 e6 40 | d...H.|$P.....A.M...L..L..L....@ |
| 445c0 | 00 00 49 8b 47 08 49 8b cf 48 8b 15 d8 27 06 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb | ..I.G.I..H...'..L......M..t.A... |
| 445e0 | 06 ff 15 91 a5 00 00 48 89 44 24 50 48 85 c0 75 19 bb e0 02 00 00 41 be 5f 1e 00 00 4c 8b ff 4c | .......H.D$PH..u......A._...L..L |
| 44600 | 8b ef 4c 8b e7 e9 9e 40 00 00 48 8b 55 a8 41 b8 03 00 00 00 48 8b c8 ff 15 53 a4 00 00 48 89 44 | ..L....@..H.U.A.....H....S...H.D |
| 44620 | 24 68 48 85 c0 75 19 bb e0 02 00 00 41 be 61 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 68 40 00 00 | $hH..u......A.a...L..L..L...h@.. |
| 44640 | 48 8b 4c 24 50 48 83 29 01 75 06 ff 15 b7 a3 00 00 48 8b 54 24 68 8b df 48 3b 15 b1 a2 00 00 8b | H.L$PH.).u.......H.T$h..H;...... |
| 44660 | cf 8b c7 48 89 7c 24 50 0f 94 c3 48 3b 15 d6 a4 00 00 0f 94 c1 48 3b 15 dc a3 00 00 0f 94 c0 0b | ...H.|$P...H;........H;......... |
| 44680 | c8 0b cb 75 10 48 8b ca ff 15 32 a2 00 00 48 8b 54 24 68 8b d8 85 db 79 19 bb e0 02 00 00 41 be | ...u.H....2...H.T$h....y......A. |
| 446a0 | 63 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 f6 3f 00 00 48 83 2a 01 75 09 48 8b ca ff 15 47 a3 00 | c...L..L..L....?..H.*.u.H....G.. |
| 446c0 | 00 48 89 7c 24 68 85 db 74 71 48 8b 15 8f 34 06 00 45 33 c0 48 8b 0d 05 39 06 00 e8 a0 ac fc ff | .H.|$h..tqH...4..E3.H...9....... |
| 446e0 | 48 89 44 24 68 48 85 c0 75 19 bb e1 02 00 00 41 be 6e 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 a5 | H.D$hH..u......A.n...L..L..L.... |
| 44700 | 3f 00 00 45 33 c9 45 33 c0 33 d2 48 8b c8 e8 bd aa fc ff 48 8b 4c 24 68 e8 b3 97 00 00 48 89 7c | ?..E3.E3.3.H.......H.L$h.....H.| |
| 44720 | 24 68 bb e1 02 00 00 41 be 72 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 6d 3f 00 00 49 8b d4 49 8b | $h.....A.r...L..L..L...m?..I..I. |
| 44740 | ce ff 15 51 31 06 00 48 8b 05 fa 33 06 00 0f 28 f0 48 8b 48 18 48 39 0d dc 39 06 00 75 28 48 8b | ...Q1..H...3...(.H.H.H9..9..u(H. |
| 44760 | 0d 4b 37 06 00 48 85 c9 74 0e e8 81 97 00 00 48 8b 05 3a 37 06 00 eb 28 48 8b 0d d9 21 06 00 e8 | .K7..H..t......H..:7...(H...!... |
| 44780 | 5c b2 fc ff eb 1a 48 8b 0d cb 21 06 00 4c 8d 05 1c 37 06 00 48 8d 15 9d 39 06 00 e8 50 a1 fc ff | \.....H...!..L...7..H...9...P... |
| 447a0 | 48 89 44 24 50 48 3b c7 75 19 bb e3 02 00 00 41 be 8d 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 e5 | H.D$PH;.u......A.....L..L..L.... |
| 447c0 | 3e 00 00 48 8b 15 ae 26 06 00 48 8b 4c 24 50 e8 7c b2 fc ff 48 89 44 24 70 48 85 c0 75 19 bb e3 | >..H...&..H.L$P.|...H.D$pH..u... |
| 447e0 | 02 00 00 41 be 8f 1e 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 b1 3e 00 00 48 8b 4c 24 50 e8 cf 96 00 | ...A.....L..L..L....>..H.L$P.... |
| 44800 | 00 0f 28 c6 ff 15 e6 a2 00 00 48 89 44 24 50 48 85 c0 75 19 bb e3 02 00 00 41 be 92 1e 00 00 4c | ..(.......H.D$PH..u......A.....L |
| 44820 | 8b ff 4c 8b ef 4c 8b e7 e9 7b 3e 00 00 48 8b 15 04 a2 00 00 48 8b f7 48 8b 4c 24 70 e8 df 96 00 | ..L..L...{>..H......H..H.L$p.... |
| 44840 | 00 48 8b 4c 24 70 85 c0 74 40 48 8b 71 18 48 85 f6 74 37 48 8b 59 10 48 8b ce e8 91 96 00 00 48 | .H.L$p..t@H.q.H..t7H.Y.H.......H |
| 44860 | 8b cb e8 89 96 00 00 48 8b 4c 24 70 48 89 5c 24 70 e8 5a 96 00 00 4c 8b 44 24 50 48 8b d6 48 8b | .......H.L$pH.\$p.Z...L.D$PH..H. |
| 44880 | 4c 24 70 e8 08 a3 fc ff eb 0a 48 8b 54 24 50 e8 2c a4 fc ff 48 8b ce 48 89 44 24 68 e8 ff 95 00 | L$p.......H.T$P.,...H..H.D$h.... |
| 448a0 | 00 48 8b 4c 24 50 4c 8b ef e8 22 96 00 00 48 89 7c 24 50 48 39 7c 24 68 75 16 bb e3 02 00 00 41 | .H.L$PL..."...H.|$PH9|$hu......A |
| 448c0 | be a1 1e 00 00 4c 8b ff 4c 8b e7 e9 d8 3d 00 00 48 8b 4c 24 70 e8 f6 95 00 00 48 8b 4c 24 68 48 | .....L..L....=..H.L$p.....H.L$hH |
| 448e0 | 89 7c 24 70 e8 97 41 fc ff 8b d8 85 c0 79 16 bb e3 02 00 00 41 be a4 1e 00 00 4c 8b ff 4c 8b e7 | .|$p..A......y......A.....L..L.. |
| 44900 | e9 a3 3d 00 00 48 8b 4c 24 68 e8 c1 95 00 00 48 89 7c 24 68 85 db 74 6b 48 8b 15 e1 33 06 00 45 | ..=..H.L$h.....H.|$h..tkH...3..E |
| 44920 | 33 c0 48 8b 0d b7 36 06 00 e8 52 aa fc ff 48 89 44 24 68 48 85 c0 75 16 bb e4 02 00 00 41 be af | 3.H...6...R...H.D$hH..u......A.. |
| 44940 | 1e 00 00 4c 8b ff 4c 8b e7 e9 5a 3d 00 00 45 33 c9 45 33 c0 33 d2 48 8b c8 e8 72 a8 fc ff 48 8b | ...L..L...Z=..E3.E3.3.H...r...H. |
| 44960 | 4c 24 68 e8 68 95 00 00 48 89 7c 24 68 bb e4 02 00 00 41 be b3 1e 00 00 4c 8b ff 4c 8b e7 e9 25 | L$h.h...H.|$h.....A.....L..L...% |
| 44980 | 3d 00 00 48 8b 05 be 31 06 00 48 8b 48 18 48 39 0d 93 33 06 00 75 28 48 8b 0d a2 2e 06 00 48 85 | =..H...1..H.H.H9..3..u(H......H. |
| 449a0 | c9 74 0e e8 48 95 00 00 48 8b 05 91 2e 06 00 eb 28 48 8b 0d a0 1f 06 00 e8 23 b0 fc ff eb 1a 48 | .t..H...H.......(H.......#.....H |
| 449c0 | 8b 0d 92 1f 06 00 4c 8d 05 73 2e 06 00 48 8d 15 54 33 06 00 e8 17 9f fc ff 48 89 44 24 70 48 85 | ......L..s...H..T3.......H.D$pH. |
| 449e0 | c0 75 16 bb e5 02 00 00 41 be c5 1e 00 00 4c 8b ff 4c 8b e7 e9 af 3c 00 00 48 8b 15 30 26 06 00 | .u......A.....L..L....<..H..0&.. |
| 44a00 | 48 8b c8 e8 48 b0 fc ff 48 89 44 24 50 48 85 c0 75 16 bb e5 02 00 00 41 be c7 1e 00 00 4c 8b ff | H...H...H.D$PH..u......A.....L.. |
| 44a20 | 4c 8b e7 e9 80 3c 00 00 48 8b 4c 24 70 e8 9e 94 00 00 48 8b 15 9f 27 06 00 48 8b 4c 24 50 e8 0d | L....<..H.L$p.....H...'..H.L$P.. |
| 44a40 | b0 fc ff 48 89 44 24 70 48 85 c0 75 16 bb e5 02 00 00 41 be ca 1e 00 00 4c 8b ff 4c 8b e7 e9 45 | ...H.D$pH..u......A.....L..L...E |
| 44a60 | 3c 00 00 48 8b 4c 24 50 e8 63 94 00 00 48 8b 15 44 2f 06 00 45 33 c0 49 8b cf ff 15 f0 9f 00 00 | <..H.L$P.c...H..D/..E3.I........ |
| 44a80 | 48 89 44 24 50 48 85 c0 75 16 bb e5 02 00 00 41 be cd 1e 00 00 4c 8b ff 4c 8b e7 e9 08 3c 00 00 | H.D$PH..u......A.....L..L....<.. |
| 44aa0 | 48 8b 15 91 9f 00 00 48 8b f7 48 8b 4c 24 70 e8 6c 94 00 00 48 8b 4c 24 70 85 c0 74 40 48 8b 71 | H......H..H.L$p.l...H.L$p..t@H.q |
| 44ac0 | 18 48 85 f6 74 37 48 8b 59 10 48 8b ce e8 1e 94 00 00 48 8b cb e8 16 94 00 00 48 8b 4c 24 70 48 | .H..t7H.Y.H.......H.......H.L$pH |
| 44ae0 | 89 5c 24 70 e8 e7 93 00 00 4c 8b 44 24 50 48 8b d6 48 8b 4c 24 70 e8 95 a0 fc ff eb 0a 48 8b 54 | .\$p.....L.D$PH..H.L$p.......H.T |
| 44b00 | 24 50 e8 b9 a1 fc ff 48 8b ce 48 89 44 24 68 e8 8c 93 00 00 48 8b 4c 24 50 e8 b2 93 00 00 48 89 | $P.....H..H.D$h.....H.L$P.....H. |
| 44b20 | 7c 24 50 48 39 7c 24 68 75 16 bb e5 02 00 00 41 be db 1e 00 00 4c 8b ff 4c 8b e7 e9 68 3b 00 00 | |$PH9|$hu......A.....L..L...h;.. |
| 44b40 | 48 8b 4c 24 70 e8 86 93 00 00 48 8b 4c 24 68 48 89 7c 24 70 e8 27 3f fc ff 8b d8 85 c0 79 16 bb | H.L$p.....H.L$hH.|$p.'?......y.. |
| 44b60 | e5 02 00 00 41 be de 1e 00 00 4c 8b ff 4c 8b e7 e9 33 3b 00 00 48 8b 4c 24 68 e8 51 93 00 00 85 | ....A.....L..L...3;..H.L$h.Q.... |
| 44b80 | db 74 6b 48 8b 15 06 2c 06 00 45 33 c0 48 8b 0d 4c 34 06 00 e8 e7 a7 fc ff 48 89 44 24 68 48 85 | .tkH...,..E3.H..L4.......H.D$hH. |
| 44ba0 | c0 75 16 bb e6 02 00 00 41 be e9 1e 00 00 4c 8b ff 4c 8b e7 e9 ef 3a 00 00 45 33 c9 45 33 c0 33 | .u......A.....L..L....:..E3.E3.3 |
| 44bc0 | d2 48 8b c8 e8 07 a6 fc ff 48 8b 4c 24 68 e8 fd 92 00 00 48 89 7c 24 68 bb e6 02 00 00 41 be ed | .H.......H.L$h.....H.|$h.....A.. |
| 44be0 | 1e 00 00 4c 8b ff 4c 8b e7 e9 ba 3a 00 00 f2 0f 5c 35 3a f7 02 00 0f 54 35 63 f7 02 00 0f 28 c6 | ...L..L....:....\5:....T5c....(. |
| 44c00 | ff 15 ea 9e 00 00 48 89 44 24 68 48 85 c0 75 16 bb e7 02 00 00 41 be ff 1e 00 00 4c 8b ff 4c 8b | ......H.D$hH..u......A.....L..L. |
| 44c20 | e7 e9 82 3a 00 00 48 8b 55 d8 41 b8 04 00 00 00 48 8b c8 ff 15 37 9e 00 00 48 89 44 24 70 48 85 | ...:..H.U.A.....H....7...H.D$pH. |
| 44c40 | c0 75 16 bb e7 02 00 00 41 be 01 1f 00 00 4c 8b ff 4c 8b e7 e9 4f 3a 00 00 48 8b 4c 24 68 e8 6d | .u......A.....L..L...O:..H.L$h.m |
| 44c60 | 92 00 00 48 8b 4c 24 70 48 89 7c 24 68 e8 0e 3e fc ff 8b d8 85 c0 79 16 bb e7 02 00 00 41 be 03 | ...H.L$pH.|$h..>......y......A.. |
| 44c80 | 1f 00 00 4c 8b ff 4c 8b e7 e9 1a 3a 00 00 48 8b 4c 24 70 e8 38 92 00 00 85 db 74 6b 48 8b 15 75 | ...L..L....:..H.L$p.8.....tkH..u |
| 44ca0 | 2d 06 00 45 33 c0 48 8b 0d 33 33 06 00 e8 ce a6 fc ff 48 89 44 24 70 48 85 c0 75 16 bb e8 02 00 | -..E3.H..33.......H.D$pH..u..... |
| 44cc0 | 00 41 be 0e 1f 00 00 4c 8b ff 4c 8b e7 e9 d6 39 00 00 45 33 c9 45 33 c0 33 d2 48 8b c8 e8 ee a4 | .A.....L..L....9..E3.E3.3.H..... |
| 44ce0 | fc ff 48 8b 4c 24 70 e8 e4 91 00 00 48 89 7c 24 70 bb e8 02 00 00 41 be 12 1f 00 00 4c 8b ff 4c | ..H.L$p.....H.|$p.....A.....L..L |
| 44d00 | 8b e7 e9 a1 39 00 00 48 8b 05 3a 9e 00 00 4c 8b 75 50 4c 8b 65 c0 48 8b 75 90 8b cf 48 3b f0 0f | ....9..H..:...L.uPL.e.H.u...H;.. |
| 44d20 | 94 c1 e8 39 3a fc ff 48 89 44 24 70 48 85 c0 75 19 bb ec 02 00 00 41 be 2e 1f 00 00 4c 8b ff 4c | ...9:..H.D$pH..u......A.....L..L |
| 44d40 | 8b ef 4c 8b e7 e9 5e 39 00 00 48 8b c8 48 89 45 10 48 89 7c 24 70 e8 25 3d fc ff 85 c0 79 19 bb | ..L...^9..H..H.E.H.|$p.%=....y.. |
| 44d60 | ed 02 00 00 41 be 3a 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 30 39 00 00 0f 85 8e 02 00 00 48 8b | ....A.:...L..L..L...09........H. |
| 44d80 | ce e8 6a 91 00 00 48 8b 05 bb 2d 06 00 48 89 75 b0 48 8b 48 18 48 39 0d f4 2d 06 00 75 28 48 8b | ..j...H...-..H.u.H.H.H9..-..u(H. |
| 44da0 | 0d f3 31 06 00 48 85 c9 74 0e e8 41 91 00 00 48 8b 05 e2 31 06 00 eb 28 48 8b 0d 99 1b 06 00 e8 | ..1..H..t..A...H...1...(H....... |
| 44dc0 | 1c ac fc ff eb 1a 48 8b 0d 8b 1b 06 00 4c 8d 05 c4 31 06 00 48 8d 15 b5 2d 06 00 e8 10 9b fc ff | ......H......L...1..H...-....... |
| 44de0 | 48 89 44 24 70 48 85 c0 75 19 bb ef 02 00 00 41 be 4f 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 a5 | H.D$pH..u......A.O...L..L..L.... |
| 44e00 | 38 00 00 48 8b 15 36 1b 06 00 48 8b c8 e8 3e ac fc ff 48 89 44 24 68 48 85 c0 75 19 bb ef 02 00 | 8..H..6...H...>...H.D$hH..u..... |
| 44e20 | 00 41 be 51 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 73 38 00 00 48 8b 4c 24 70 e8 91 90 00 00 b9 | .A.Q...L..L..L...s8..H.L$p...... |
| 44e40 | 01 00 00 00 ff 15 ee 9c 00 00 48 89 44 24 70 48 85 c0 75 19 bb ef 02 00 00 41 be 54 1f 00 00 4c | ..........H.D$pH..u......A.T...L |
| 44e60 | 8b ff 4c 8b ef 4c 8b e7 e9 3b 38 00 00 48 8b ce e8 7b 90 00 00 48 8b 44 24 70 48 89 70 18 ff 15 | ..L..L...;8..H...{...H.D$pH.p... |
| 44e80 | 64 99 00 00 48 89 44 24 50 48 85 c0 75 19 bb ef 02 00 00 41 be 59 1f 00 00 4c 8b ff 4c 8b ef 4c | d...H.D$PH..u......A.Y...L..L..L |
| 44ea0 | 8b e7 e9 01 38 00 00 48 8b 05 9a 2c 06 00 48 8b 48 18 48 39 0d f7 2d 06 00 75 28 48 8b 0d 2e 28 | ....8..H...,..H.H.H9..-..u(H...( |
| 44ec0 | 06 00 48 85 c9 74 0e e8 24 90 00 00 4c 8b 2d 1d 28 06 00 eb 2b 48 8b 0d 7c 1a 06 00 e8 ff aa fc | ..H..t..$...L.-.(...+H..|....... |
| 44ee0 | ff eb 1a 48 8b 0d 6e 1a 06 00 4c 8d 05 ff 27 06 00 48 8d 15 b8 2d 06 00 e8 f3 99 fc ff 4c 8b e8 | ...H..n...L...'..H...-.......L.. |
| 44f00 | 4d 85 ed 75 16 bb ef 02 00 00 41 be 5b 1f 00 00 4c 8b ff 4c 8b e7 e9 8d 37 00 00 48 8b 15 56 1c | M..u......A.[...L..L....7..H..V. |
| 44f20 | 06 00 49 8b cd e8 26 ab fc ff 48 89 44 24 58 48 85 c0 75 16 bb ef 02 00 00 41 be 5d 1f 00 00 4c | ..I...&...H.D$XH..u......A.]...L |
| 44f40 | 8b ff 4c 8b e7 e9 5e 37 00 00 49 8b cd e8 7e 8f 00 00 4c 8b 44 24 58 4c 8b ef 48 8b 15 1f 19 06 | ..L...^7..I...~...L.D$XL..H..... |
| 44f60 | 00 48 8b 4c 24 50 ff 15 74 98 00 00 85 c0 79 16 bb ef 02 00 00 41 be 60 1f 00 00 4c 8b ff 4c 8b | .H.L$P..t.....y......A.`...L..L. |
| 44f80 | e7 e9 22 37 00 00 48 8b 4c 24 58 e8 40 8f 00 00 4c 8b 44 24 50 48 8b 54 24 70 48 8b 4c 24 68 e8 | .."7..H.L$X.@...L.D$PH.T$pH.L$h. |
| 44fa0 | dc a3 fc ff 48 89 44 24 58 48 85 c0 75 16 bb ef 02 00 00 41 be 62 1f 00 00 4c 8b ff 4c 8b e7 e9 | ....H.D$XH..u......A.b...L..L... |
| 44fc0 | e4 36 00 00 48 8b 4c 24 68 e8 02 8f 00 00 48 8b 4c 24 70 48 89 7c 24 68 e8 f3 8e 00 00 48 8b 4c | .6..H.L$h.....H.L$pH.|$h.....H.L |
| 44fe0 | 24 50 48 89 7c 24 70 e8 e4 8e 00 00 48 8b 5c 24 58 48 8b ce 48 89 5d 90 48 89 7c 24 50 e8 ce 8e | $PH.|$p.....H.\$XH..H.].H.|$P... |
| 45000 | 00 00 48 89 7c 24 58 4c 8b ee eb 36 48 8b 0d a5 28 06 00 e8 d8 8e 00 00 4c 8b 2d 99 28 06 00 48 | ..H.|$XL...6H...(.......L.-.(..H |
| 45020 | 8b 0d 62 30 06 00 4c 89 6d b0 e8 c1 8e 00 00 48 8b 05 52 30 06 00 48 8b ce 48 89 45 90 e8 8e 8e | ..b0..L.m......H..R0..H..H.E.... |
| 45040 | 00 00 49 8b ce e8 36 3a fc ff 85 c0 79 19 bb f5 02 00 00 41 be 92 1f 00 00 4c 8b ff 4c 8b ef 4c | ..I...6:....y......A.....L..L..L |
| 45060 | 8b e7 e9 41 36 00 00 0f 84 94 08 00 00 4c 3b 3d d4 9a 00 00 0f 84 24 06 00 00 48 8b 15 37 1e 06 | ...A6........L;=......$...H..7.. |
| 45080 | 00 49 8b cf e8 c7 a9 fc ff 48 89 44 24 50 48 85 c0 75 19 bb f7 02 00 00 41 be a7 1f 00 00 4c 8b | .I.......H.D$PH..u......A.....L. |
| 450a0 | ff 4c 8b ef 4c 8b e7 e9 fc 35 00 00 48 8b 15 85 99 00 00 48 8b 4c 24 50 e8 63 8e 00 00 48 8b 4c | .L..L....5..H......H.L$P.c...H.L |
| 450c0 | 24 50 85 c0 74 36 48 8b 51 18 48 89 54 24 70 48 85 d2 74 39 48 8b 59 10 48 8b ca e8 10 8e 00 00 | $P..t6H.Q.H.T$pH..t9H.Y.H....... |
| 450e0 | 48 8b cb e8 08 8e 00 00 48 8b 4c 24 50 48 89 5c 24 50 e8 d9 8d 00 00 48 8b 4c 24 50 48 8b 54 24 | H.......H.L$PH.\$P.....H.L$PH.T$ |
| 45100 | 70 48 85 d2 74 07 e8 b5 9b fc ff eb 05 e8 ae 9d fc ff 48 8b 4c 24 70 48 89 44 24 58 e8 7f 8d 00 | pH..t.............H.L$pH.D$X.... |
| 45120 | 00 48 89 7c 24 70 48 39 7c 24 58 75 19 bb f7 02 00 00 41 be b5 1f 00 00 4c 8b ff 4c 8b ef 4c 8b | .H.|$pH9|$Xu......A.....L..L..L. |
| 45140 | e7 e9 62 35 00 00 48 8b 4c 24 50 e8 80 8d 00 00 48 8b 74 24 58 41 bf 01 00 00 00 45 8b cf 48 89 | ..b5..H.L$P.....H.t$XA.....E..H. |
| 45160 | 7c 24 50 45 33 c0 48 89 75 98 48 8b ce 89 7c 24 20 49 8d 57 fe e8 e6 8a fc ff 48 89 44 24 58 48 | |$PE3.H.u.H...|$.I.W......H.D$XH |
| 45180 | 85 c0 75 19 bb f8 02 00 00 41 be c2 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 0b 35 00 00 48 8b d0 | ..u......A.....L..L..L....5..H.. |
| 451a0 | 48 8b ce ff 15 0f 9b 00 00 48 89 44 24 50 48 85 c0 75 19 bb f8 02 00 00 41 be c4 1f 00 00 4c 8b | H........H.D$PH..u......A.....L. |
| 451c0 | ff 4c 8b ef 4c 8b e7 e9 dc 34 00 00 48 8b 4c 24 58 e8 fa 8c 00 00 48 8b 5c 24 50 48 8b ce 48 89 | .L..L....4..H.L$X.....H.\$PH..H. |
| 451e0 | 5d 98 e8 e9 8c 00 00 48 8b 15 d2 1b 06 00 49 8b cc 48 89 7c 24 50 e8 55 a8 fc ff 48 89 44 24 58 | ]......H......I..H.|$P.U...H.D$X |
| 45200 | 48 85 c0 75 19 bb f9 02 00 00 41 be d1 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 8a 34 00 00 48 8b | H..u......A.....L..L..L....4..H. |
| 45220 | 15 13 98 00 00 48 8b c8 e8 f3 8c 00 00 48 8b 4c 24 58 85 c0 74 3a 48 8b 51 18 48 89 54 24 70 48 | .....H.......H.L$X..t:H.Q.H.T$pH |
| 45240 | 85 d2 74 40 48 8b 59 10 48 8b ca e8 a0 8c 00 00 48 8b cb e8 98 8c 00 00 48 8b 4c 24 58 48 89 5c | ..t@H.Y.H.......H.......H.L$XH.\ |
| 45260 | 24 58 e8 69 8c 00 00 48 8b 4c 24 58 48 8b 5d 98 48 8b 54 24 70 48 85 d2 74 0a 4d 8b c5 e8 0e 99 | $X.i...H.L$XH.].H.T$pH..t.M..... |
| 45280 | fc ff eb 08 49 8b d5 e8 34 9a fc ff 48 8b 4c 24 70 48 89 44 24 50 e8 05 8c 00 00 48 89 7c 24 70 | ....I...4...H.L$pH.D$P.....H.|$p |
| 452a0 | 48 39 7c 24 50 75 19 bb f9 02 00 00 41 be df 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 e8 33 00 00 | H9|$Pu......A.....L..L..L....3.. |
| 452c0 | 48 8b 4c 24 58 e8 06 8c 00 00 48 8b 74 24 50 48 8b cb 48 8b 15 ef 16 06 00 48 89 75 60 48 89 7c | H.L$X.....H.t$PH..H......H.u`H.| |
| 452e0 | 24 58 e8 69 a7 fc ff 48 89 44 24 50 48 85 c0 75 19 bb fa 02 00 00 41 be ec 1f 00 00 4c 8b ff 4c | $X.i...H.D$PH..u......A.....L..L |
| 45300 | 8b ef 4c 8b e7 e9 9e 33 00 00 49 8b cf ff 15 25 98 00 00 48 89 44 24 58 48 85 c0 75 19 bb fa 02 | ..L....3..I....%...H.D$XH..u.... |
| 45320 | 00 00 41 be ee 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 72 33 00 00 48 8b ce e8 b2 8b 00 00 48 8b | ..A.....L..L..L...r3..H.......H. |
| 45340 | 44 24 58 48 89 70 18 ff 15 9b 94 00 00 48 89 44 24 70 48 85 c0 75 19 bb fa 02 00 00 41 be f3 1f | D$XH.p.......H.D$pH..u......A... |
| 45360 | 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 38 33 00 00 4c 8b 05 89 17 06 00 48 8b c8 48 8b 15 27 17 06 | ..L..L..L...83..L......H..H..'.. |
| 45380 | 00 ff 15 59 94 00 00 85 c0 79 19 bb fa 02 00 00 41 be f5 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 | ...Y.....y......A.....L..L..L... |
| 453a0 | 04 33 00 00 4c 8b 44 24 70 48 8b 54 24 58 48 8b 4c 24 50 e8 c8 9f fc ff 48 89 44 24 68 48 85 c0 | .3..L.D$pH.T$XH.L$P.....H.D$hH.. |
| 453c0 | 75 19 bb fa 02 00 00 41 be f6 1f 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 cd 32 00 00 48 8b 4c 24 50 | u......A.....L..L..L....2..H.L$P |
| 453e0 | e8 eb 8a 00 00 48 8b 4c 24 58 48 89 7c 24 50 e8 dc 8a 00 00 48 8b 4c 24 70 48 89 7c 24 58 e8 cd | .....H.L$XH.|$P.....H.L$pH.|$X.. |
| 45400 | 8a 00 00 48 8b 05 3e 27 06 00 4c 8b 64 24 68 48 89 7c 24 70 48 8b 48 18 48 39 0d d1 21 06 00 75 | ...H..>'..L.d$hH.|$pH.H.H9..!..u |
| 45420 | 28 48 8b 0d b0 2f 06 00 48 85 c9 74 0e e8 be 8a 00 00 48 8b 05 9f 2f 06 00 eb 28 48 8b 0d 16 15 | (H.../..H..t......H.../...(H.... |
| 45440 | 06 00 e8 99 a5 fc ff eb 1a 48 8b 0d 08 15 06 00 4c 8d 05 81 2f 06 00 48 8d 15 92 21 06 00 e8 8d | .........H......L.../..H...!.... |
| 45460 | 94 fc ff 48 89 44 24 68 48 85 c0 75 16 bb fc 02 00 00 41 be 05 20 00 00 4c 8b ff 4c 8b ef e9 25 | ...H.D$hH..u......A.....L..L...% |
| 45480 | 32 00 00 48 8b 15 3e 1b 06 00 48 8b c8 e8 be a5 fc ff 48 89 44 24 70 48 85 c0 75 16 bb fc 02 00 | 2..H..>...H.......H.D$pH..u..... |
| 454a0 | 00 41 be 07 20 00 00 4c 8b ff 4c 8b ef e9 f6 31 00 00 48 8b 4c 24 68 e8 14 8a 00 00 49 8b cf ff | .A.....L..L....1..H.L$h.....I... |
| 454c0 | 15 73 96 00 00 48 89 44 24 68 48 85 c0 75 16 bb fc 02 00 00 41 be 0a 20 00 00 4c 8b ff 4c 8b ef | .s...H.D$hH..u......A.....L..L.. |
| 454e0 | e9 c3 31 00 00 49 8b cc e8 03 8a 00 00 48 8b 44 24 68 4c 89 60 18 ff 15 ec 92 00 00 48 89 44 24 | ..1..I.......H.D$hL.`.......H.D$ |
| 45500 | 58 48 85 c0 75 16 bb fc 02 00 00 41 be 0f 20 00 00 4c 8b ff 4c 8b ef e9 8c 31 00 00 4c 8b 05 35 | XH..u......A.....L..L....1..L..5 |
| 45520 | 95 00 00 48 8b c8 48 8b 15 bb 18 06 00 ff 15 ad 92 00 00 85 c0 79 16 bb fc 02 00 00 41 be 11 20 | ...H..H..............y......A... |
| 45540 | 00 00 4c 8b ff 4c 8b ef e9 5b 31 00 00 48 8b 05 f4 25 06 00 48 8b 48 18 48 39 0d 19 24 06 00 75 | ..L..L...[1..H...%..H.H.H9..$..u |
| 45560 | 28 48 8b 0d 28 21 06 00 48 85 c9 74 0e e8 7e 89 00 00 48 8b 05 17 21 06 00 eb 28 48 8b 0d d6 13 | (H..(!..H..t..~...H...!...(H.... |
| 45580 | 06 00 e8 59 a4 fc ff eb 1a 48 8b 0d c8 13 06 00 4c 8d 05 f9 20 06 00 48 8d 15 da 23 06 00 e8 4d | ...Y.....H......L......H...#...M |
| 455a0 | 93 fc ff 48 89 44 24 50 48 3b c7 75 16 bb fc 02 00 00 41 be 12 20 00 00 4c 8b ff 4c 8b ef e9 e5 | ...H.D$PH;.u......A.....L..L.... |
| 455c0 | 30 00 00 48 8b 15 3e 1f 06 00 48 8b 4c 24 50 e8 7c a4 fc ff 4c 8b e8 48 85 c0 75 13 bb fc 02 00 | 0..H..>...H.L$P.|...L..H..u..... |
| 455e0 | 00 41 be 14 20 00 00 4c 8b ff e9 b9 30 00 00 48 8b 4c 24 50 e8 d7 88 00 00 48 8b 15 80 12 06 00 | .A.....L....0..H.L$P.....H...... |
| 45600 | 4d 8b c5 48 8b 4c 24 58 48 89 7c 24 50 ff 15 cd 91 00 00 85 c0 79 13 bb fc 02 00 00 41 be 17 20 | M..H.L$XH.|$P........y......A... |
| 45620 | 00 00 4c 8b ff e9 7e 30 00 00 49 8b cd e8 9e 88 00 00 4c 8b 44 24 58 48 8b 54 24 68 48 8b 4c 24 | ..L...~0..I.......L.D$XH.T$hH.L$ |
| 45640 | 70 e8 3a 9d fc ff 4c 8b e8 48 85 c0 75 13 bb fc 02 00 00 41 be 19 20 00 00 4c 8b ff e9 47 30 00 | p.:...L..H..u......A.....L...G0. |
| 45660 | 00 48 8b 4c 24 70 e8 65 88 00 00 48 8b 4c 24 68 48 89 7c 24 70 e8 56 88 00 00 48 8b 4c 24 58 48 | .H.L$p.e...H.L$hH.|$p.V...H.L$XH |
| 45680 | 89 7c 24 68 e8 47 88 00 00 49 8b cc 48 89 7c 24 58 4d 8b e5 e8 37 88 00 00 e9 34 02 00 00 48 8b | .|$h.G...I..H.|$XM...7....4...H. |
| 456a0 | 15 8b 11 06 00 49 8b cc e8 a3 a3 fc ff 4c 8b e8 48 85 c0 75 16 bb fe 02 00 00 41 be 33 20 00 00 | .....I.......L..H..u......A.3... |
| 456c0 | 4c 8b ff 4c 8b e7 e9 dd 2f 00 00 b9 02 00 00 00 ff 15 62 94 00 00 48 89 44 24 58 48 85 c0 75 16 | L..L..../.........b...H.D$XH..u. |
| 456e0 | bb fe 02 00 00 41 be 35 20 00 00 4c 8b ff 4c 8b e7 e9 b2 2f 00 00 48 8b 0d bb 22 06 00 e8 ee 87 | .....A.5...L..L..../..H..."..... |
| 45700 | 00 00 48 8b 0d af 22 06 00 48 8b 44 24 58 48 8b 5d a8 48 89 48 18 48 8b cb e8 d2 87 00 00 48 8b | ..H..."..H.D$XH.].H.H.H.......H. |
| 45720 | 44 24 58 48 89 58 20 ff 15 bb 90 00 00 48 89 44 24 68 48 85 c0 75 16 bb fe 02 00 00 41 be 3d 20 | D$XH.X.......H.D$hH..u......A.=. |
| 45740 | 00 00 4c 8b ff 4c 8b e7 e9 5b 2f 00 00 4c 8b 45 b0 48 8b c8 48 8b 15 4d 16 06 00 ff 15 7f 90 00 | ..L..L...[/..L.E.H..H..M........ |
| 45760 | 00 85 c0 79 16 bb fe 02 00 00 41 be 3f 20 00 00 4c 8b ff 4c 8b e7 e9 2d 2f 00 00 48 8b 05 c6 23 | ...y......A.?...L..L...-/..H...# |
| 45780 | 06 00 48 8b 48 18 48 39 0d 33 22 06 00 75 28 48 8b 0d 12 27 06 00 48 85 c9 74 0e e8 50 87 00 00 | ..H.H.H9.3"..u(H...'..H..t..P... |
| 457a0 | 48 8b 05 01 27 06 00 eb 28 48 8b 0d a8 11 06 00 e8 2b a2 fc ff eb 1a 48 8b 0d 9a 11 06 00 4c 8d | H...'...(H.......+.....H......L. |
| 457c0 | 05 e3 26 06 00 48 8d 15 f4 21 06 00 e8 1f 91 fc ff 48 89 44 24 70 48 85 c0 75 16 bb fe 02 00 00 | ..&..H...!.......H.D$pH..u...... |
| 457e0 | 41 be 40 20 00 00 4c 8b ff 4c 8b e7 e9 b7 2e 00 00 48 8b 15 10 1d 06 00 48 8b c8 e8 50 a2 fc ff | A.@...L..L.......H......H...P... |
| 45800 | 48 89 44 24 50 48 85 c0 75 16 bb fe 02 00 00 41 be 42 20 00 00 4c 8b ff 4c 8b e7 e9 88 2e 00 00 | H.D$PH..u......A.B...L..L....... |
| 45820 | 48 8b 4c 24 70 e8 a6 86 00 00 4c 8b 44 24 50 48 8b 15 4a 10 06 00 48 8b 4c 24 68 48 89 7c 24 70 | H.L$p.....L.D$PH..J...H.L$hH.|$p |
| 45840 | ff 15 9a 8f 00 00 85 c0 79 16 bb fe 02 00 00 41 be 45 20 00 00 4c 8b ff 4c 8b e7 e9 48 2e 00 00 | ........y......A.E...L..L...H... |
| 45860 | 48 8b 4c 24 50 e8 66 86 00 00 4c 8b 44 24 68 49 8b cd 48 8b 54 24 58 e8 04 9b fc ff 48 89 44 24 | H.L$P.f...L.D$hI..H.T$X.....H.D$ |
| 45880 | 50 48 85 c0 75 16 bb fe 02 00 00 41 be 47 20 00 00 4c 8b ff 4c 8b e7 e9 0c 2e 00 00 49 8b cd e8 | PH..u......A.G...L..L.......I... |
| 458a0 | 2c 86 00 00 48 8b 4c 24 58 e8 22 86 00 00 48 8b 4c 24 68 48 89 7c 24 58 e8 13 86 00 00 4c 8b 64 | ,...H.L$X."...H.L$hH.|$X.....L.d |
| 458c0 | 24 50 48 89 7c 24 50 48 89 7c 24 68 41 bf 01 00 00 00 48 8b 75 10 48 8b ce e8 a2 31 fc ff 85 c0 | $PH.|$PH.|$hA.....H.u.H....1.... |
| 458e0 | 0f 89 71 26 00 00 bb 47 03 00 00 48 89 7c 24 78 41 be 57 25 00 00 4c 8b ff 4c 8b ef e9 a7 2d 00 | ..q&...G...H.|$xA.W%..L..L....-. |
| 45900 | 00 48 8b 75 a8 41 b8 04 00 00 00 4c 8b 75 90 48 8b d6 49 8b ce ff 15 55 91 00 00 48 89 44 24 50 | .H.u.A.....L.u.H..I....U...H.D$P |
| 45920 | 48 85 c0 75 19 bb 00 03 00 00 41 be 63 20 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 6a 2d 00 00 48 8b | H..u......A.c...L..L..L...j-..H. |
| 45940 | 4c 24 50 e8 38 31 fc ff 8b d8 85 c0 79 19 bb 00 03 00 00 41 be 64 20 00 00 4c 8b ff 4c 8b ef 4c | L$P.81......y......A.d...L..L..L |
| 45960 | 8b e7 e9 41 2d 00 00 48 8b 4c 24 50 e8 5f 85 00 00 85 db 74 73 48 8b 15 84 21 06 00 45 33 c0 48 | ...A-..H.L$P._.....tsH...!..E3.H |
| 45980 | 8b 0d 5a 26 06 00 e8 f5 99 fc ff 48 89 44 24 50 48 85 c0 75 19 bb 01 03 00 00 41 be 6f 20 00 00 | ..Z&.......H.D$PH..u......A.o... |
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| 459c0 | 48 8b 4c 24 50 e8 06 85 00 00 48 89 7c 24 50 bb 01 03 00 00 41 be 73 20 00 00 4c 8b ff 4c 8b ef | H.L$P.....H.|$P.....A.s...L..L.. |
| 459e0 | 4c 8b e7 e9 c0 2c 00 00 48 8b 15 c9 1f 06 00 45 33 c0 49 8b ce ff 15 75 90 00 00 48 89 44 24 50 | L....,..H......E3.I....u...H.D$P |
| 45a00 | 48 85 c0 75 19 bb 03 03 00 00 41 be 85 20 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 8a 2c 00 00 48 8b | H..u......A.....L..L..L....,..H. |
| 45a20 | 4c 24 50 e8 58 30 fc ff 8b d8 85 c0 79 19 bb 03 03 00 00 41 be 86 20 00 00 4c 8b ff 4c 8b ef 4c | L$P.X0......y......A.....L..L..L |
| 45a40 | 8b e7 e9 61 2c 00 00 48 8b 4c 24 50 e8 7f 84 00 00 48 89 7c 24 50 85 db 74 73 48 8b 15 cf 20 06 | ...a,..H.L$P.....H.|$P..tsH..... |
| 45a60 | 00 45 33 c0 48 8b 0d 75 25 06 00 e8 10 99 fc ff 48 89 44 24 50 48 85 c0 75 19 bb 04 03 00 00 41 | .E3.H..u%.......H.D$PH..u......A |
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| 45aa0 | e8 2b 97 fc ff 48 8b 4c 24 50 e8 21 84 00 00 48 89 7c 24 50 bb 04 03 00 00 41 be 95 20 00 00 4c | .+...H.L$P.!...H.|$P.....A.....L |
| 45ac0 | 8b ff 4c 8b ef 4c 8b e7 e9 db 2b 00 00 4c 3b 3d 74 90 00 00 0f 84 39 14 00 00 48 8b 05 67 20 06 | ..L..L....+..L;=t.....9...H..g.. |
| 45ae0 | 00 48 8b 48 18 48 39 0d dc 1f 06 00 75 28 48 8b 0d d3 25 06 00 48 85 c9 74 0e e8 f1 83 00 00 48 | .H.H.H9.....u(H...%..H..t......H |
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| 45b20 | a4 25 06 00 48 8d 15 9d 1f 06 00 e8 c0 8d fc ff 48 89 44 24 68 48 85 c0 75 19 bb 07 03 00 00 41 | .%..H...........H.D$hH..u......A |
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| 45b60 | fc ff 48 89 44 24 58 48 85 c0 75 19 bb 07 03 00 00 41 be b4 20 00 00 4c 8b ff 4c 8b ef 4c 8b e7 | ..H.D$XH..u......A.....L..L..L.. |
| 45b80 | e9 23 2b 00 00 48 8b 4c 24 68 e8 41 83 00 00 48 8b 15 22 1e 06 00 41 b8 04 00 00 00 49 8b cf ff | .#+..H.L$h.A...H.."...A.....I... |
| 45ba0 | 15 cb 8e 00 00 48 89 44 24 68 48 85 c0 75 19 bb 07 03 00 00 41 be b7 20 00 00 4c 8b ff 4c 8b ef | .....H.D$hH..u......A.....L..L.. |
| 45bc0 | 4c 8b e7 e9 e0 2a 00 00 48 8b 15 69 8e 00 00 48 8b f7 48 8b 4c 24 58 e8 44 83 00 00 48 8b 4c 24 | L....*..H..i...H..H.L$X.D...H.L$ |
| 45be0 | 58 85 c0 74 40 48 8b 71 18 48 85 f6 74 37 48 8b 59 10 48 8b ce e8 f6 82 00 00 48 8b cb e8 ee 82 | X..t@H.q.H..t7H.Y.H.......H..... |
| 45c00 | 00 00 48 8b 4c 24 58 48 89 5c 24 58 e8 bf 82 00 00 4c 8b 44 24 68 48 8b d6 48 8b 4c 24 58 e8 6d | ..H.L$XH.\$X.....L.D$hH..H.L$X.m |
| 45c20 | 8f fc ff eb 0a 48 8b 54 24 68 e8 91 90 fc ff 48 8b ce 48 89 44 24 50 e8 64 82 00 00 48 8b 4c 24 | .....H.T$h.....H..H.D$P.d...H.L$ |
| 45c40 | 68 4c 8b ef e8 87 82 00 00 48 89 7c 24 68 48 39 7c 24 50 75 16 bb 07 03 00 00 41 be c5 20 00 00 | hL.......H.|$hH9|$Pu......A..... |
| 45c60 | 4c 8b ff 4c 8b e7 e9 3d 2a 00 00 48 8b 4c 24 58 e8 5b 82 00 00 48 8b 4c 24 50 45 33 c0 49 8b d6 | L..L...=*..H.L$X.[...H.L$PE3.I.. |
| 45c80 | ff 15 ea 8d 00 00 48 89 44 24 58 48 85 c0 75 16 bb 07 03 00 00 41 be c8 20 00 00 4c 8b ff 4c 8b | ......H.D$XH..u......A.....L..L. |
| 45ca0 | e7 e9 02 2a 00 00 48 8b 4c 24 50 e8 20 82 00 00 48 8b 4c 24 58 48 89 7c 24 50 e8 c1 2d fc ff 8b | ...*..H.L$P.....H.L$XH.|$P..-... |
| 45cc0 | d8 85 c0 79 16 bb 07 03 00 00 41 be ca 20 00 00 4c 8b ff 4c 8b e7 e9 cd 29 00 00 48 8b 4c 24 58 | ...y......A.....L..L....)..H.L$X |
| 45ce0 | e8 eb 81 00 00 48 89 7c 24 58 85 db 74 6b 48 8b 15 e3 20 06 00 45 33 c0 48 8b 0d e1 22 06 00 e8 | .....H.|$X..tkH......E3.H..."... |
| 45d00 | 7c 96 fc ff 48 89 44 24 58 48 85 c0 75 16 bb 08 03 00 00 41 be d5 20 00 00 4c 8b ff 4c 8b e7 e9 | |...H.D$XH..u......A.....L..L... |
| 45d20 | 84 29 00 00 45 33 c9 45 33 c0 33 d2 48 8b c8 e8 9c 94 fc ff 48 8b 4c 24 58 e8 92 81 00 00 48 89 | .)..E3.E3.3.H.......H.L$X.....H. |
| 45d40 | 7c 24 58 bb 08 03 00 00 41 be d9 20 00 00 4c 8b ff 4c 8b e7 e9 4f 29 00 00 48 8b 0d 58 1c 06 00 | |$X.....A.....L..L...O)..H..X... |
| 45d60 | e8 8b 81 00 00 48 8b 05 4c 1c 06 00 49 8b cf 48 8b 15 72 10 06 00 48 89 45 88 e8 d1 9c fc ff 48 | .....H..L...I..H..r...H.E......H |
| 45d80 | 89 44 24 50 48 85 c0 75 16 bb 0a 03 00 00 41 be f5 20 00 00 4c 8b ff 4c 8b e7 e9 09 29 00 00 48 | .D$PH..u......A.....L..L....)..H |
| 45da0 | 8b 15 92 8c 00 00 48 8b 4c 24 50 e8 70 81 00 00 48 8b 4c 24 50 85 c0 74 36 48 8b 51 18 48 89 54 | ......H.L$P.p...H.L$P..t6H.Q.H.T |
| 45dc0 | 24 68 48 85 d2 74 39 48 8b 59 10 48 8b ca e8 1d 81 00 00 48 8b cb e8 15 81 00 00 48 8b 4c 24 50 | $hH..t9H.Y.H.......H.......H.L$P |
| 45de0 | 48 89 5c 24 50 e8 e6 80 00 00 48 8b 4c 24 50 48 8b 54 24 68 48 85 d2 74 07 e8 c2 8e fc ff eb 05 | H.\$P.....H.L$PH.T$hH..t........ |
| 45e00 | e8 bb 90 fc ff 48 8b 4c 24 68 48 89 44 24 58 e8 8c 80 00 00 48 89 7c 24 68 48 39 7c 24 58 75 16 | .....H.L$hH.D$X.....H.|$hH9|$Xu. |
| 45e20 | bb 0a 03 00 00 41 be 03 21 00 00 4c 8b ff 4c 8b e7 e9 72 28 00 00 48 8b 4c 24 50 e8 90 80 00 00 | .....A..!..L..L...r(..H.L$P..... |
| 45e40 | 49 8b cf 48 89 7c 24 50 4c 8b 7c 24 58 4c 89 7d f0 e8 7a 80 00 00 48 8b 05 eb 1c 06 00 48 8b 48 | I..H.|$PL.|$XL.}..z...H......H.H |
| 45e60 | 18 48 39 0d 20 1f 06 00 75 28 48 8b 0d af 18 06 00 48 85 c9 74 0e e8 75 80 00 00 48 8b 05 9e 18 | .H9.....u(H......H..t..u...H.... |
| 45e80 | 06 00 eb 28 48 8b 0d cd 0a 06 00 e8 50 9b fc ff eb 1a 48 8b 0d bf 0a 06 00 4c 8d 05 80 18 06 00 | ...(H.......P.....H......L...... |
| 45ea0 | 48 8d 15 e1 1e 06 00 e8 44 8a fc ff 48 89 44 24 58 48 85 c0 75 16 bb 0b 03 00 00 41 be 10 21 00 | H.......D...H.D$XH..u......A..!. |
| 45ec0 | 00 4c 8b ff 4c 8b e7 e9 dc 27 00 00 48 8b 15 d5 14 06 00 48 8b c8 e8 75 9b fc ff 48 89 44 24 50 | .L..L....'..H......H...u...H.D$P |
| 45ee0 | 48 85 c0 75 16 bb 0b 03 00 00 41 be 12 21 00 00 4c 8b ff 4c 8b e7 e9 ad 27 00 00 48 8b 4c 24 58 | H..u......A..!..L..L....'..H.L$X |
| 45f00 | e8 cb 7f 00 00 b9 01 00 00 00 ff 15 28 8c 00 00 48 89 44 24 58 48 85 c0 75 16 bb 0b 03 00 00 41 | ............(...H.D$XH..u......A |
| 45f20 | be 15 21 00 00 4c 8b ff 4c 8b e7 e9 78 27 00 00 48 8b 5d b0 48 8b cb e8 b4 7f 00 00 48 8b 44 24 | ..!..L..L...x'..H.].H.......H.D$ |
| 45f40 | 58 48 89 58 18 ff 15 9d 88 00 00 48 89 44 24 68 48 85 c0 75 16 bb 0b 03 00 00 41 be 1a 21 00 00 | XH.X.......H.D$hH..u......A..!.. |
| 45f60 | 4c 8b ff 4c 8b e7 e9 3d 27 00 00 48 8b 05 d6 1b 06 00 48 8b 48 18 48 39 0d ab 17 06 00 75 28 48 | L..L...='..H......H.H.H9.....u(H |
| 45f80 | 8b 0d ca 1d 06 00 48 85 c9 74 0e e8 60 7f 00 00 4c 8b 2d b9 1d 06 00 eb 2b 48 8b 0d b8 09 06 00 | ......H..t..`...L.-.....+H...... |
| 45fa0 | e8 3b 9a fc ff eb 1a 48 8b 0d aa 09 06 00 4c 8d 05 9b 1d 06 00 48 8d 15 6c 17 06 00 e8 2f 89 fc | .;.....H......L......H..l..../.. |
| 45fc0 | ff 4c 8b e8 4d 85 ed 75 16 bb 0b 03 00 00 41 be 1c 21 00 00 4c 8b ff 4c 8b e7 e9 c9 26 00 00 48 | .L..M..u......A..!..L..L....&..H |
| 45fe0 | 8b 15 22 15 06 00 49 8b cd e8 62 9a fc ff 48 89 44 24 70 48 85 c0 75 16 bb 0b 03 00 00 41 be 1e | .."...I...b...H.D$pH..u......A.. |
| 46000 | 21 00 00 4c 8b ff 4c 8b e7 e9 9a 26 00 00 49 8b cd e8 ba 7e 00 00 4c 8b 44 24 70 4c 8b ef 48 8b | !..L..L....&..I....~..L.D$pL..H. |
| 46020 | 15 5b 08 06 00 48 8b 4c 24 68 ff 15 b0 87 00 00 85 c0 79 16 bb 0b 03 00 00 41 be 21 21 00 00 4c | .[...H.L$h........y......A.!!..L |
| 46040 | 8b ff 4c 8b e7 e9 5e 26 00 00 48 8b 4c 24 70 e8 7c 7e 00 00 4c 8b 44 24 68 48 8b 54 24 58 48 8b | ..L...^&..H.L$p.|~..L.D$hH.T$XH. |
| 46060 | 4c 24 50 e8 18 93 fc ff 48 89 44 24 70 48 85 c0 75 16 bb 0b 03 00 00 41 be 23 21 00 00 4c 8b ff | L$P.....H.D$pH..u......A.#!..L.. |
| 46080 | 4c 8b e7 e9 20 26 00 00 48 8b 4c 24 50 e8 3e 7e 00 00 48 8b 4c 24 58 48 89 7c 24 50 e8 2f 7e 00 | L....&..H.L$P.>~..H.L$XH.|$P./~. |
| 460a0 | 00 48 8b 4c 24 68 48 89 7c 24 58 e8 20 7e 00 00 48 8b 44 24 70 48 8b 15 a4 09 06 00 48 8b c8 48 | .H.L$hH.|$X..~..H.D$pH......H..H |
| 460c0 | 89 45 48 48 89 7c 24 70 e8 83 99 fc ff 48 89 44 24 68 48 85 c0 75 16 bb 0c 03 00 00 41 be 32 21 | .EHH.|$p.....H.D$hH..u......A.2! |
| 460e0 | 00 00 4c 8b ff 4c 8b e7 e9 bb 25 00 00 48 8b 15 44 89 00 00 48 8b c8 e8 24 7e 00 00 48 8b 4c 24 | ..L..L....%..H..D...H...$~..H.L$ |
| 46100 | 68 85 c0 74 36 48 8b 51 18 48 89 54 24 58 48 85 d2 74 39 48 8b 59 10 48 8b ca e8 d1 7d 00 00 48 | h..t6H.Q.H.T$XH..t9H.Y.H....}..H |
| 46120 | 8b cb e8 c9 7d 00 00 48 8b 4c 24 68 48 89 5c 24 68 e8 9a 7d 00 00 48 8b 4c 24 68 48 8b 54 24 58 | ....}..H.L$hH.\$h..}..H.L$hH.T$X |
| 46140 | 48 85 d2 74 07 e8 76 8b fc ff eb 05 e8 6f 8d fc ff 48 8b 4c 24 58 48 89 44 24 70 e8 40 7d 00 00 | H..t..v......o...H.L$XH.D$p.@}.. |
| 46160 | 48 89 7c 24 58 48 39 7c 24 70 75 16 bb 0c 03 00 00 41 be 40 21 00 00 4c 8b ff 4c 8b e7 e9 26 25 | H.|$XH9|$pu......A.@!..L..L...&% |
| 46180 | 00 00 48 8b 4c 24 68 e8 44 7d 00 00 48 8b 44 24 70 45 33 c0 48 8b 4d 88 49 8b d6 48 89 45 18 48 | ..H.L$h.D}..H.D$pE3.H.M.I..H.E.H |
| 461a0 | 89 7c 24 68 ff 15 c6 88 00 00 48 89 44 24 70 48 85 c0 0f 84 b7 09 00 00 48 8b f7 0f 1f 44 00 00 | .|$h......H.D$pH........H....D.. |
| 461c0 | 48 8b c8 e8 b8 28 fc ff 8b d8 85 c0 0f 88 2b 0d 00 00 48 8b 4c 24 70 e8 f4 7c 00 00 48 89 7c 24 | H....(........+...H.L$p..|..H.|$ |
| 461e0 | 70 85 db 0f 84 02 0d 00 00 48 8b 15 d0 0b 06 00 49 8b cc e8 58 98 fc ff 48 89 44 24 68 48 85 c0 | p........H......I...X...H.D$hH.. |
| 46200 | 0f 84 cf 0c 00 00 48 8b 55 88 49 8b ce ff 15 0d 88 00 00 48 89 44 24 58 48 85 c0 0f 84 9e 0c 00 | ......H.U.I........H.D$XH....... |
| 46220 | 00 b9 01 00 00 00 ff 15 0c 89 00 00 48 89 44 24 50 48 8b d8 48 85 c0 0f 84 6c 0c 00 00 48 8b 44 | ............H.D$PH..H....l...H.D |
| 46240 | 24 58 48 89 43 18 48 8b 15 eb 87 00 00 48 8b 4c 24 68 48 89 7c 24 58 e8 c4 7c 00 00 48 8b 4c 24 | $XH.C.H......H.L$hH.|$X..|..H.L$ |
| 46260 | 68 85 c0 74 36 48 8b 51 18 48 89 54 24 58 48 85 d2 74 3e 48 8b 59 10 48 8b ca e8 71 7c 00 00 48 | h..t6H.Q.H.T$XH..t>H.Y.H...q|..H |
| 46280 | 8b cb e8 69 7c 00 00 48 8b 4c 24 68 48 89 5c 24 68 e8 3a 7c 00 00 48 8b 4c 24 68 48 8b 54 24 58 | ...i|..H.L$hH.\$h.:|..H.L$hH.T$X |
| 462a0 | 48 85 d2 74 0c 4c 8b 44 24 50 e8 e1 88 fc ff eb 0a 48 8b 54 24 50 e8 05 8a fc ff 48 8b 4c 24 58 | H..t.L.D$P.......H.T$P.....H.L$X |
| 462c0 | 48 89 44 24 70 e8 d6 7b 00 00 48 8b 4c 24 50 48 89 7c 24 58 e8 f7 7b 00 00 48 89 7c 24 50 48 39 | H.D$p..{..H.L$PH.|$X..{..H.|$PH9 |
| 462e0 | 7c 24 70 0f 84 aa 0b 00 00 48 8b 4c 24 68 e8 dd 7b 00 00 48 8b 44 24 70 48 8b 4d 20 48 89 45 20 | |$p......H.L$h..{..H.D$pH.M.H.E. |
| 46300 | 48 89 7c 24 68 e8 96 7b 00 00 48 8b 15 a7 16 06 00 41 b8 04 00 00 00 48 8b 4d 88 ff 15 4f 87 00 | H.|$h..{..H......A.....H.M...O.. |
| 46320 | 00 48 89 44 24 70 48 85 c0 0f 84 4e 0b 00 00 48 8b c8 e8 49 27 fc ff 8b d8 85 c0 0f 88 26 0b 00 | .H.D$pH....N...H...I'........&.. |
| 46340 | 00 48 8b 4c 24 70 e8 85 7b 00 00 48 89 7c 24 70 85 db 74 68 48 8b 4d 18 b8 01 00 00 00 89 44 24 | .H.L$p..{..H.|$p..thH.M.......D$ |
| 46360 | 40 45 33 c9 89 7c 24 38 45 33 c0 89 44 24 30 33 d2 48 8d 45 88 48 89 7c 24 28 48 89 44 24 20 e8 | @E3..|$8E3..D$03.H.E.H.|$(H.D$.. |
| 46380 | 1c 82 fc ff 48 89 44 24 70 48 85 c0 0f 84 09 08 00 00 4c 8b 05 1f 16 06 00 48 8b d0 49 8b cf ff | ....H.D$pH........L......H..I... |
| 463a0 | 15 93 85 00 00 85 c0 0f 88 d8 07 00 00 48 8b 4c 24 70 e8 19 7b 00 00 48 89 7c 24 70 48 8b 05 85 | .............H.L$p..{..H.|$pH... |
| 463c0 | 17 06 00 48 8b 48 18 48 39 0d 0a 19 06 00 75 28 48 8b 0d c1 1f 06 00 48 85 c9 74 0e e8 0f 7b 00 | ...H.H.H9.....u(H......H..t...{. |
| 463e0 | 00 48 8b 05 b0 1f 06 00 eb 28 48 8b 0d 67 05 06 00 e8 ea 95 fc ff eb 1a 48 8b 0d 59 05 06 00 4c | .H.......(H..g..........H..Y...L |
| 46400 | 8d 05 92 1f 06 00 48 8d 15 cb 18 06 00 e8 de 84 fc ff 48 89 44 24 68 48 85 c0 0f 84 31 0a 00 00 | ......H...........H.D$hH....1... |
| 46420 | 48 8b 15 91 0a 06 00 48 8b c8 e8 21 96 fc ff 48 89 44 24 50 48 85 c0 0f 84 fe 09 00 00 48 8b 4c | H......H...!...H.D$PH........H.L |
| 46440 | 24 68 e8 89 7a 00 00 48 8b 15 ea 85 00 00 48 8b 4c 24 50 48 89 7c 24 68 e8 c3 7a 00 00 48 8b 4c | $h..z..H......H.L$PH.|$h..z..H.L |
| 46460 | 24 50 85 c0 74 36 48 8b 51 18 48 89 54 24 68 48 85 d2 74 3c 48 8b 59 10 48 8b ca e8 70 7a 00 00 | $P..t6H.Q.H.T$hH..t<H.Y.H...pz.. |
| 46480 | 48 8b cb e8 68 7a 00 00 48 8b 4c 24 50 48 89 5c 24 50 e8 39 7a 00 00 48 8b 4c 24 50 48 8b 54 24 | H...hz..H.L$PH.\$P.9z..H.L$PH.T$ |
| 464a0 | 68 48 85 d2 74 0a 4d 8b c7 e8 e2 86 fc ff eb 08 49 8b d7 e8 08 88 fc ff 48 8b 4c 24 68 48 89 44 | hH..t.M.........I.......H.L$hH.D |
| 464c0 | 24 70 e8 d9 79 00 00 48 89 7c 24 68 48 39 7c 24 70 0f 84 4e 09 00 00 48 8b 4c 24 50 e8 ef 79 00 | $p..y..H.|$hH9|$p..N...H.L$P..y. |
| 464e0 | 00 48 8b 5c 24 70 48 8b 4d 98 48 89 5d 98 48 89 7c 24 50 e8 a8 79 00 00 41 b9 01 00 00 00 89 7c | .H.\$pH.M.H.].H.|$P..y..A......| |
| 46500 | 24 20 45 33 c0 48 8b cb 49 8d 51 fe e8 4f 77 fc ff 48 89 44 24 70 48 85 c0 0f 84 f0 08 00 00 48 | $.E3.H..I.Q..Ow..H.D$pH........H |
| 46520 | 8b d0 48 8b cb ff 15 8d 87 00 00 48 89 44 24 50 48 85 c0 0f 84 c0 08 00 00 48 8b 4c 24 70 e8 8d | ..H........H.D$PH........H.L$p.. |
| 46540 | 79 00 00 48 8b cb 48 89 7c 24 70 48 8b 5c 24 50 48 89 5d 98 e8 77 79 00 00 48 8b 15 68 04 06 00 | y..H..H.|$pH.\$PH.]..wy..H..h... |
| 46560 | 48 8b cb e8 e8 94 fc ff 48 89 44 24 50 48 85 c0 0f 84 6d 08 00 00 b9 01 00 00 00 ff 15 b7 85 00 | H.......H.D$PH....m............. |
| 46580 | 00 48 89 44 24 70 48 85 c0 0f 84 3e 08 00 00 48 8b 5d 20 48 8b cb e8 55 79 00 00 48 8b 44 24 70 | .H.D$pH....>...H.].H...Uy..H.D$p |
| 465a0 | 48 89 58 18 ff 15 3e 82 00 00 48 89 44 24 68 48 85 c0 0f 84 ff 07 00 00 4c 8b 05 41 05 06 00 48 | H.X...>...H.D$hH........L..A...H |
| 465c0 | 8b c8 48 8b 15 df 04 06 00 ff 15 11 82 00 00 85 c0 0f 88 ca 07 00 00 4c 8b 44 24 68 48 8b 54 24 | ..H....................L.D$hH.T$ |
| 465e0 | 70 48 8b 4c 24 50 e8 95 8d fc ff 48 89 44 24 58 48 85 c0 0f 84 92 07 00 00 48 8b 4c 24 50 e8 cd | pH.L$P.....H.D$XH........H.L$P.. |
| 46600 | 78 00 00 48 8b 4c 24 70 48 89 7c 24 50 e8 be 78 00 00 48 8b 4c 24 68 48 89 7c 24 70 e8 af 78 00 | x..H.L$pH.|$P..x..H.L$hH.|$p..x. |
| 46620 | 00 48 8b ce 48 89 7c 24 68 48 8b 74 24 58 48 89 75 e0 e8 69 78 00 00 48 8b 05 0a 15 06 00 48 89 | .H..H.|$hH.t$XH.u..ix..H......H. |
| 46640 | 7c 24 58 48 8b 48 18 48 39 0d fa 1c 06 00 75 28 48 8b 0d 09 12 06 00 48 85 c9 74 0e e8 8f 78 00 | |$XH.H.H9.....u(H......H..t...x. |
| 46660 | 00 48 8b 05 f8 11 06 00 eb 28 48 8b 0d e7 02 06 00 e8 6a 93 fc ff eb 1a 48 8b 0d d9 02 06 00 4c | .H.......(H.......j.....H......L |
| 46680 | 8d 05 da 11 06 00 48 8d 15 bb 1c 06 00 e8 5e 82 fc ff 48 89 44 24 58 48 85 c0 0f 84 d5 06 00 00 | ......H.......^...H.D$XH........ |
| 466a0 | 48 8b 15 b1 0c 06 00 48 8b c8 e8 a1 93 fc ff 48 89 44 24 68 48 85 c0 0f 84 a2 06 00 00 48 8b 4c | H......H.......H.D$hH........H.L |
| 466c0 | 24 58 e8 09 78 00 00 b9 01 00 00 00 48 89 7c 24 58 ff 15 61 84 00 00 48 89 44 24 58 48 85 c0 0f | $X..x.......H.|$X..a...H.D$XH... |
| 466e0 | 84 64 06 00 00 48 8b ce e8 03 78 00 00 48 8b 44 24 58 48 89 70 18 ff 15 ec 80 00 00 48 89 44 24 | .d...H....x..H.D$XH.p.......H.D$ |
| 46700 | 70 48 85 c0 0f 84 29 06 00 00 4c 8b 05 ff 81 00 00 48 8b c8 48 8b 15 95 01 06 00 ff 15 bf 80 00 | pH....)...L......H..H........... |
| 46720 | 00 85 c0 0f 88 f4 05 00 00 4c 8b 44 24 70 48 8b 54 24 58 48 8b 4c 24 68 e8 43 8c fc ff 48 89 44 | .........L.D$pH.T$XH.L$h.C...H.D |
| 46740 | 24 50 48 85 c0 0f 84 bc 05 00 00 48 8b 4c 24 68 e8 7b 77 00 00 48 8b 4c 24 58 48 89 7c 24 68 e8 | $PH........H.L$h.{w..H.L$XH.|$h. |
| 46760 | 6c 77 00 00 48 8b 4c 24 70 48 89 7c 24 58 e8 5d 77 00 00 48 8b 15 e6 82 00 00 48 8b 4c 24 50 48 | lw..H.L$pH.|$X.]w..H......H.L$PH |
| 46780 | 89 7c 24 70 e8 97 77 00 00 85 c0 0f 85 ad 00 00 00 48 8b 15 a8 80 00 00 48 8b 4c 24 50 e8 7e 77 | .|$p..w..........H......H.L$P.~w |
| 467a0 | 00 00 85 c0 0f 85 94 00 00 00 48 8b 4c 24 50 ff 15 03 83 00 00 48 89 44 24 68 48 85 c0 0f 84 3a | ..........H.L$P......H.D$hH....: |
| 467c0 | 04 00 00 48 8b 4c 24 50 e8 03 77 00 00 48 8b 4c 24 68 48 8b f7 48 89 7c 24 50 48 8b 41 08 48 8b | ...H.L$P..w..H.L$hH..H.|$PH.A.H. |
| 467e0 | 98 e0 00 00 00 ff d3 48 89 44 24 70 48 85 c0 0f 84 d2 03 00 00 48 8b 4c 24 68 be 01 00 00 00 ff | .......H.D$pH........H.L$h...... |
| 46800 | d3 48 89 44 24 58 48 85 c0 0f 84 b8 03 00 00 48 8b 4c 24 68 ff d3 48 8b c8 8d 56 01 e8 ef 6f fc | .H.D$XH........H.L$h..H...V...o. |
| 46820 | ff 85 c0 0f 88 88 03 00 00 48 8b 4c 24 68 e8 9d 76 00 00 48 8b 75 e0 48 89 7c 24 68 eb 68 48 8b | .........H.L$h..v..H.u.H.|$h.hH. |
| 46840 | 5c 24 50 48 8b 4b 10 48 83 f9 02 0f 85 88 04 00 00 48 8b 15 08 82 00 00 48 8b cb e8 c0 76 00 00 | \$PH.K.H.........H......H....v.. |
| 46860 | 48 8b 4b 18 85 c0 74 0b 48 89 4c 24 70 48 8b 43 20 eb 10 48 8b 09 48 89 4c 24 70 48 8b 43 18 48 | H.K...t.H.L$pH.C...H..H.L$pH.C.H |
| 46880 | 8b 40 08 48 89 44 24 58 e8 63 76 00 00 48 8b 4c 24 58 e8 59 76 00 00 48 8b 4c 24 50 e8 2f 76 00 | .@.H.D$X.cv..H.L$X.Yv..H.L$P./v. |
| 468a0 | 00 48 89 7c 24 50 48 8b 44 24 70 48 8b 4d 38 48 89 45 38 e8 e8 75 00 00 48 8b 5c 24 58 48 8b 4d | .H.|$PH.D$pH.M8H.E8..u..H.\$XH.M |
| 468c0 | e8 48 89 5d e8 48 89 7c 24 70 e8 d1 75 00 00 48 8b 15 ba 05 06 00 48 8b cb 48 89 7c 24 58 e8 6d | .H.].H.|$p..u..H......H..H.|$X.m |
| 468e0 | 91 fc ff 48 89 44 24 58 48 85 c0 0f 84 d2 03 00 00 48 8b 15 40 81 00 00 48 8b c8 e8 20 76 00 00 | ...H.D$XH........H..@...H....v.. |
| 46900 | 48 8b 4c 24 58 85 c0 74 36 48 8b 51 18 48 89 54 24 70 48 85 d2 74 39 48 8b 59 10 48 8b ca e8 cd | H.L$X..t6H.Q.H.T$pH..t9H.Y.H.... |
| 46920 | 75 00 00 48 8b cb e8 c5 75 00 00 48 8b 4c 24 58 48 89 5c 24 58 e8 96 75 00 00 48 8b 4c 24 58 48 | u..H....u..H.L$XH.\$X..u..H.L$XH |
| 46940 | 8b 54 24 70 48 85 d2 74 07 e8 72 83 fc ff eb 05 e8 6b 85 fc ff 48 8b 4c 24 70 48 89 44 24 50 e8 | .T$pH..t..r......k...H.L$pH.D$P. |
| 46960 | 3c 75 00 00 48 89 7c 24 70 48 39 7c 24 50 0f 84 39 03 00 00 48 8b 4c 24 58 e8 52 75 00 00 48 8b | <u..H.|$pH9|$P..9...H.L$X.Ru..H. |
| 46980 | 4c 24 50 48 89 7c 24 58 e8 43 75 00 00 48 8b 15 44 02 06 00 48 8b ce 48 89 7c 24 50 e8 af 90 fc | L$PH.|$X.Cu..H..D...H..H.|$P.... |
| 469a0 | ff 48 89 44 24 58 48 85 c0 0f 84 e8 02 00 00 48 8b 15 82 80 00 00 48 8b c8 e8 62 75 00 00 48 8b | .H.D$XH........H......H...bu..H. |
| 469c0 | 4c 24 58 85 c0 74 36 48 8b 51 18 48 89 54 24 70 48 85 d2 74 3d 48 8b 59 10 48 8b ca e8 0f 75 00 | L$X..t6H.Q.H.T$pH..t=H.Y.H....u. |
| 469e0 | 00 48 8b cb e8 07 75 00 00 48 8b 4c 24 58 48 89 5c 24 58 e8 d8 74 00 00 48 8b 4c 24 58 48 8b 54 | .H....u..H.L$XH.\$X..t..H.L$XH.T |
| 46a00 | 24 70 48 85 d2 74 0b 4c 8b 45 e8 e8 80 81 fc ff eb 09 48 8b 55 e8 e8 a5 82 fc ff 48 8b 4c 24 70 | $pH..t.L.E........H.U......H.L$p |
| 46a20 | 48 89 44 24 50 e8 76 74 00 00 48 89 7c 24 70 48 39 7c 24 50 0f 84 47 02 00 00 48 8b 4c 24 58 e8 | H.D$P.vt..H.|$pH9|$P..G...H.L$X. |
| 46a40 | 8c 74 00 00 48 8b ce 48 89 7c 24 58 48 8b 74 24 50 48 89 75 e0 e8 76 74 00 00 48 8b 15 47 03 06 | .t..H..H.|$XH.t$PH.u..vt..H..G.. |
| 46a60 | 00 48 8b ce e8 e7 8f fc ff 48 89 44 24 50 48 85 c0 0f 84 f4 01 00 00 48 8b 4d 88 48 8b d0 ff 15 | .H.......H.D$PH........H.M.H.... |
| 46a80 | 2c 80 00 00 48 89 44 24 58 48 85 c0 0f 84 c3 01 00 00 48 8b 4c 24 50 e8 34 74 00 00 48 8b 4d 18 | ,...H.D$XH........H.L$P.4t..H.M. |
| 46aa0 | b8 01 00 00 00 89 44 24 48 45 33 c9 89 7c 24 40 48 8d 44 24 58 89 7c 24 38 45 33 c0 48 89 7c 24 | ......D$HE3..|$@H.D$X.|$8E3.H.|$ |
| 46ac0 | 30 48 8b d6 48 89 44 24 28 48 8d 45 88 48 89 44 24 20 48 89 7c 24 50 e8 54 6c fc ff 85 c0 0f 88 | 0H..H.D$(H.E.H.D$.H.|$P.Tl...... |
| 46ae0 | 5b 01 00 00 48 8b 4c 24 58 e8 e2 73 00 00 48 8b 15 b3 02 06 00 48 8b ce 48 89 7c 24 58 e8 4e 8f | [...H.L$X..s..H......H..H.|$X.N. |
| 46b00 | fc ff 48 89 44 24 58 48 85 c0 0f 84 19 01 00 00 48 8b 4d 88 48 8b d0 ff 15 33 7f 00 00 48 89 44 | ..H.D$XH........H.M.H....3...H.D |
| 46b20 | 24 50 48 85 c0 0f 84 e8 00 00 00 48 8b 4c 24 58 e8 9b 73 00 00 48 8b 44 24 50 48 8b 4d 88 48 89 | $PH........H.L$X..s..H.D$PH.M.H. |
| 46b40 | 45 88 48 89 7c 24 58 e8 84 73 00 00 48 8b 4d 88 45 33 c0 49 8b d6 48 89 7c 24 50 ff 15 0f 7f 00 | E.H.|$X..s..H.M.E3.I..H.|$P..... |
| 46b60 | 00 48 89 44 24 70 48 85 c0 0f 85 51 f6 ff ff bb 0d 03 00 00 41 be 4e 21 00 00 4c 8b ff 4c 8b e7 | .H.D$pH....Q........A.N!..L..L.. |
| 46b80 | e9 23 1b 00 00 bb 10 03 00 00 41 be 8b 21 00 00 4c 8b ff 4c 8b e7 e9 0d 1b 00 00 bb 10 03 00 00 | .#........A..!..L..L............ |
| 46ba0 | 41 be 89 21 00 00 4c 8b ff 4c 8b e7 e9 f7 1a 00 00 bb 14 03 00 00 41 be 19 22 00 00 4c 8b ff 4c | A..!..L..L............A.."..L..L |
| 46bc0 | 8b e7 e9 e1 1a 00 00 48 8b 4c 24 68 e8 ff 72 00 00 48 89 7c 24 68 e8 85 6c fc ff 85 c0 75 08 48 | .......H.L$h..r..H.|$h..l....u.H |
| 46be0 | 8b ce e8 39 6d fc ff bb 14 03 00 00 41 be 21 22 00 00 4c 8b ff 4c 8b e7 e9 ab 1a 00 00 bb 14 03 | ...9m.......A.!"..L..L.......... |
| 46c00 | 00 00 41 be 11 22 00 00 4c 8b ff 4c 8b e7 e9 95 1a 00 00 bb 18 03 00 00 41 be 76 22 00 00 4c 8b | ..A.."..L..L............A.v"..L. |
| 46c20 | ff 4c 8b e7 e9 7f 1a 00 00 bb 18 03 00 00 41 be 74 22 00 00 4c 8b ff 4c 8b e7 e9 69 1a 00 00 bb | .L............A.t"..L..L...i.... |
| 46c40 | 17 03 00 00 41 be 6a 22 00 00 4c 8b ff 4c 8b e7 e9 53 1a 00 00 bb 17 03 00 00 41 be 67 22 00 00 | ....A.j"..L..L...S........A.g".. |
| 46c60 | 4c 8b ff 4c 8b e7 e9 3d 1a 00 00 bb 17 03 00 00 41 be 65 22 00 00 4c 8b ff 4c 8b e7 e9 27 1a 00 | L..L...=........A.e"..L..L...'.. |
| 46c80 | 00 bb 16 03 00 00 41 be 58 22 00 00 4c 8b ff 4c 8b e7 e9 11 1a 00 00 bb 16 03 00 00 41 be 4a 22 | ......A.X"..L..L............A.J" |
| 46ca0 | 00 00 4c 8b ff 4c 8b e7 e9 fb 19 00 00 bb 15 03 00 00 41 be 3e 22 00 00 4c 8b ff 4c 8b e7 e9 e5 | ..L..L............A.>"..L..L.... |
| 46cc0 | 19 00 00 bb 15 03 00 00 41 be 30 22 00 00 4c 8b ff 4c 8b e7 e9 cf 19 00 00 7e 0c b9 02 00 00 00 | ........A.0"..L..L.......~...... |
| 46ce0 | e8 7b 6c fc ff eb 0a 48 85 c9 78 05 e8 2f 6c fc ff bb 14 03 00 00 41 be fc 21 00 00 4c 8b ff 4c | .{l....H..x../l.......A..!..L..L |
| 46d00 | 8b e7 e9 a1 19 00 00 bb 14 03 00 00 41 be f1 21 00 00 4c 8b ff 4c 8b e7 e9 8b 19 00 00 bb 14 03 | ............A..!..L..L.......... |
| 46d20 | 00 00 41 be f0 21 00 00 4c 8b ff 4c 8b e7 e9 75 19 00 00 bb 14 03 00 00 41 be ee 21 00 00 4c 8b | ..A..!..L..L...u........A..!..L. |
| 46d40 | ff 4c 8b e7 e9 5f 19 00 00 bb 14 03 00 00 41 be e9 21 00 00 4c 8b ff 4c 8b e7 e9 49 19 00 00 bb | .L..._........A..!..L..L...I.... |
| 46d60 | 14 03 00 00 41 be e6 21 00 00 4c 8b ff 4c 8b e7 e9 33 19 00 00 bb 14 03 00 00 41 be e4 21 00 00 | ....A..!..L..L...3........A..!.. |
| 46d80 | 4c 8b ff 4c 8b e7 e9 1d 19 00 00 bb 13 03 00 00 41 be d5 21 00 00 4c 8b ff 4c 8b e7 e9 07 19 00 | L..L............A..!..L..L...... |
| 46da0 | 00 bb 13 03 00 00 41 be d4 21 00 00 4c 8b ff 4c 8b e7 e9 f1 18 00 00 bb 13 03 00 00 41 be d2 21 | ......A..!..L..L............A..! |
| 46dc0 | 00 00 4c 8b ff 4c 8b e7 e9 db 18 00 00 bb 13 03 00 00 41 be cd 21 00 00 4c 8b ff 4c 8b e7 e9 c5 | ..L..L............A..!..L..L.... |
| 46de0 | 18 00 00 bb 13 03 00 00 41 be cb 21 00 00 4c 8b ff 4c 8b e7 e9 af 18 00 00 bb 12 03 00 00 41 be | ........A..!..L..L............A. |
| 46e00 | be 21 00 00 4c 8b ff 4c 8b e7 e9 99 18 00 00 bb 12 03 00 00 41 be bc 21 00 00 4c 8b ff 4c 8b e7 | .!..L..L............A..!..L..L.. |
| 46e20 | e9 83 18 00 00 bb 11 03 00 00 41 be af 21 00 00 4c 8b ff 4c 8b e7 e9 6d 18 00 00 bb 11 03 00 00 | ..........A..!..L..L...m........ |
| 46e40 | 41 be a0 21 00 00 4c 8b ff 4c 8b e7 e9 57 18 00 00 bb 11 03 00 00 41 be 9e 21 00 00 4c 8b ff 4c | A..!..L..L...W........A..!..L..L |
| 46e60 | 8b e7 e9 41 18 00 00 bb 0f 03 00 00 41 be 7e 21 00 00 4c 8b ff 4c 8b e7 e9 2b 18 00 00 bb 0f 03 | ...A........A.~!..L..L...+...... |
| 46e80 | 00 00 41 be 7d 21 00 00 4c 8b ff 4c 8b e7 e9 15 18 00 00 bb 0e 03 00 00 41 be 70 21 00 00 4c 8b | ..A.}!..L..L............A.p!..L. |
| 46ea0 | ff 4c 8b e7 e9 ff 17 00 00 bb 0e 03 00 00 41 be 5e 21 00 00 4c 8b ff 4c 8b e7 e9 e9 17 00 00 bb | .L............A.^!..L..L........ |
| 46ec0 | 0e 03 00 00 41 be 5c 21 00 00 4c 8b ff 4c 8b e7 e9 d3 17 00 00 bb 0e 03 00 00 41 be 5a 21 00 00 | ....A.\!..L..L............A.Z!.. |
| 46ee0 | 4c 8b ff 4c 8b e7 e9 bd 17 00 00 48 8b 4d 48 e8 fc 6f 00 00 4c 8b 65 48 e9 cf e9 ff ff bb 0d 03 | L..L.......H.MH..o..L.eH........ |
| 46f00 | 00 00 41 be 4f 21 00 00 4c 8b ff 4c 8b e7 e9 95 17 00 00 49 8b ce e8 05 22 fc ff 48 89 45 c8 4c | ..A.O!..L..L.......I...."..H.E.L |
| 46f20 | 8b f8 48 83 f8 ff 75 24 ff 15 fa 7c 00 00 48 85 c0 74 19 bb 1b 03 00 00 41 be 99 22 00 00 4c 8b | ..H...u$...|..H..t......A.."..L. |
| 46f40 | ff 4c 8b ef 4c 8b e7 e9 5c 17 00 00 48 8b ce e8 cc 21 fc ff 4c 8b e0 48 83 f8 ff 75 24 ff 15 c5 | .L..L...\...H....!..L..H...u$... |
| 46f60 | 7c 00 00 48 85 c0 74 19 bb 1c 03 00 00 41 be a3 22 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 27 17 00 | |..H..t......A.."..L..L..L...'.. |
| 46f80 | 00 4d 8b f4 39 bd f0 03 00 00 74 15 48 8b 0d 4d 0c 06 00 e8 58 6f 00 00 48 8b 35 41 0c 06 00 eb | .M..9.....t.H..M....Xo..H.5A.... |
| 46fa0 | 13 48 8b 0d 40 09 06 00 e8 43 6f 00 00 48 8b 35 34 09 06 00 48 89 75 40 49 81 fc 10 27 00 00 8b | .H..@....Co..H.54...H.u@I...'... |
| 46fc0 | df 0f 9f c3 0f 8e 19 01 00 00 49 8b cf e8 2e 21 fc ff 48 89 44 24 50 48 85 c0 75 19 bb 22 03 00 | ..........I....!..H.D$PH..u..".. |
| 46fe0 | 00 41 be de 22 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 b3 16 00 00 49 8b cc e8 03 21 fc ff 48 89 44 | .A.."..L..L..L.......I....!..H.D |
| 47000 | 24 58 48 85 c0 75 19 bb 22 03 00 00 41 be e0 22 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 88 16 00 00 | $XH..u.."...A.."..L..L..L....... |
| 47020 | 48 8b d6 48 8b c8 ff 15 ac 7b 00 00 48 89 44 24 70 48 85 c0 75 19 bb 22 03 00 00 41 be e2 22 00 | H..H.....{..H.D$pH..u.."...A..". |
| 47040 | 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 59 16 00 00 48 8b 4c 24 58 e8 77 6e 00 00 48 8b 54 24 70 41 b8 | .L..L..L...Y...H.L$X.wn..H.T$pA. |
| 47060 | 04 00 00 00 48 8b 4c 24 50 ff 15 01 7a 00 00 48 89 44 24 58 48 85 c0 75 19 bb 22 03 00 00 41 be | ....H.L$P...z..H.D$XH..u.."...A. |
| 47080 | e5 22 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 16 16 00 00 48 8b 4c 24 50 e8 34 6e 00 00 48 8b 4c 24 | ."..L..L..L.......H.L$P.4n..H.L$ |
| 470a0 | 70 48 89 7c 24 50 e8 25 6e 00 00 48 8b 4c 24 58 48 89 7c 24 70 e8 c6 19 fc ff 8b d8 85 c0 79 19 | pH.|$P.%n..H.L$XH.|$p.........y. |
| 470c0 | bb 22 03 00 00 41 be e8 22 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 cf 15 00 00 48 8b 4c 24 58 e8 ed | ."...A.."..L..L..L.......H.L$X.. |
| 470e0 | 6d 00 00 85 db 0f 84 93 03 00 00 48 8b 05 be 06 06 00 0f 57 c9 f2 0f 10 15 33 d2 02 00 41 b9 09 | m..........H.......W.....3...A.. |
| 47100 | 00 00 00 f2 49 0f 2a cc 0f 57 c0 ff 90 d0 05 00 00 48 89 44 24 58 48 85 c0 75 19 bb 24 03 00 00 | ....I.*..W.......H.D$XH..u..$... |
| 47120 | 41 be f5 22 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 74 15 00 00 4c 8b 6d c0 48 8b 15 71 fd 05 00 48 | A.."..L..L..L...t...L.m.H..q...H |
| 47140 | 89 7c 24 58 48 8b 70 10 49 8b 8d c8 00 00 00 48 89 44 24 60 e8 b7 6a 00 00 48 89 45 80 48 85 c0 | .|$XH.p.I......H.D$`..j..H.E.H.. |
| 47160 | 75 1b 4c 8b 64 24 60 bb 26 03 00 00 41 be 0b 23 00 00 4c 8b ff 4c 8b ef e9 2b 15 00 00 48 8b 15 | u.L.d$`.&...A..#..L..L...+...H.. |
| 47180 | a4 02 06 00 49 8b 8d c8 00 00 00 e8 80 6a 00 00 48 89 44 24 70 48 85 c0 75 0b 41 be 0d 23 00 00 | ....I........j..H.D$pH..u.A..#.. |
| 471a0 | e9 85 00 00 00 48 8b 15 8c 78 00 00 48 8b c8 e8 6c 6d 00 00 48 8b 4c 24 70 85 c0 74 36 48 8b 51 | .....H...x..H...lm..H.L$p..t6H.Q |
| 471c0 | 18 48 89 54 24 50 48 85 d2 74 39 48 8b 59 10 48 8b ca e8 19 6d 00 00 48 8b cb e8 11 6d 00 00 48 | .H.T$PH..t9H.Y.H....m..H....m..H |
| 471e0 | 8b 4c 24 70 48 89 5c 24 70 e8 e2 6c 00 00 48 8b 4c 24 70 48 8b 54 24 50 48 85 d2 74 07 e8 be 7a | .L$pH.\$p..l..H.L$pH.T$PH..t...z |
| 47200 | fc ff eb 05 e8 b7 7c fc ff 48 8b 4c 24 50 48 89 44 24 58 e8 88 6c 00 00 48 89 7c 24 50 48 39 7c | ......|..H.L$PH.D$X..l..H.|$PH9| |
| 47220 | 24 58 75 2f 41 be 1b 23 00 00 48 8b 35 27 fd 00 00 48 8b 4d 80 e8 96 6c 00 00 4c 8b 64 24 60 bb | $Xu/A..#..H.5'...H.M...l..L.d$`. |
| 47240 | 26 03 00 00 48 89 7d 80 4c 8b ff 4c 8b ef e9 5c 14 00 00 48 8b 4c 24 70 e8 73 6c 00 00 48 8b 4c | &...H.}.L..L...\...H.L$p.sl..H.L |
| 47260 | 24 58 48 89 7c 24 70 e8 64 6c 00 00 48 89 7c 24 58 ff 15 81 79 00 00 4d 2b e7 49 8d 4d 18 49 83 | $XH.|$p.dl..H.|$X...y..M+.I.M.I. |
| 47280 | fc 01 41 bf 01 00 00 00 4c 8b ce 49 8b d6 4d 0f 4c e7 48 8b d8 4d 8b c4 e8 c3 66 00 00 48 8b cb | ..A.....L..I..M.L.H..M....f..H.. |
| 472a0 | ff 15 12 77 00 00 48 8b 4d 80 48 85 c9 74 47 48 8b 15 6a 0e 06 00 45 33 c0 e8 c2 80 fc ff 48 8b | ...w..H.M.H..tGH..j...E3......H. |
| 472c0 | 4d 80 48 8b d8 e8 06 6c 00 00 48 89 7d 80 48 85 db 75 1b 4c 8b 64 24 60 bb 26 03 00 00 41 be 66 | M.H....l..H.}.H..u.L.d$`.&...A.f |
| 472e0 | 23 00 00 4c 8b ff 4c 8b ef e9 ba 13 00 00 48 8b cb e8 da 6b 00 00 48 8b 55 90 48 8b 4d a8 ff 15 | #..L..L.......H....k..H.U.H.M... |
| 47300 | 1c 77 00 00 4c 8b 64 24 60 48 89 44 24 70 48 85 c0 75 16 bb 2a 03 00 00 41 be 7c 23 00 00 4c 8b | .w..L.d$`H.D$pH..u..*...A.|#..L. |
| 47320 | ff 4c 8b ef e9 7f 13 00 00 44 89 7c 24 40 4c 8d 4c 24 70 89 7c 24 38 45 33 c0 89 7c 24 30 33 d2 | .L.......D.|$@L.L$p.|$8E3..|$03. |
| 47340 | 48 89 7c 24 28 49 8b cc 48 89 7c 24 20 e8 4e 72 fc ff 48 89 44 24 50 48 85 c0 75 16 bb 2a 03 00 | H.|$(I..H.|$..Nr..H.D$PH..u..*.. |
| 47360 | 00 41 be 7e 23 00 00 4c 8b ff 4c 8b ef e9 36 13 00 00 48 8b 4c 24 70 e8 54 6b 00 00 48 8b 15 65 | .A.~#..L..L...6...H.L$p.Tk..H..e |
| 47380 | fa 05 00 48 8b 4c 24 50 48 89 7c 24 70 e8 be 86 fc ff 48 89 44 24 70 48 85 c0 75 16 bb 2a 03 00 | ...H.L$PH.|$p.....H.D$pH..u..*.. |
| 473a0 | 00 41 be 81 23 00 00 4c 8b ff 4c 8b ef e9 f6 12 00 00 48 8b 4c 24 50 e8 14 6b 00 00 48 8b 15 75 | .A..#..L..L.......H.L$P..k..H..u |
| 473c0 | 76 00 00 48 8b 4c 24 70 48 89 7c 24 50 e8 4e 6b 00 00 48 8b 4c 24 70 85 c0 74 36 48 8b 51 18 48 | v..H.L$pH.|$P.Nk..H.L$p..t6H.Q.H |
| 473e0 | 89 54 24 50 48 85 d2 74 39 48 8b 59 10 48 8b ca e8 fb 6a 00 00 48 8b cb e8 f3 6a 00 00 48 8b 4c | .T$PH..t9H.Y.H....j..H....j..H.L |
| 47400 | 24 70 48 89 5c 24 70 e8 c4 6a 00 00 48 8b 4c 24 70 48 8b 54 24 50 48 85 d2 74 07 e8 a0 78 fc ff | $pH.\$p..j..H.L$pH.T$PH..t...x.. |
| 47420 | eb 05 e8 99 7a fc ff 48 8b 4c 24 50 48 89 44 24 58 e8 6a 6a 00 00 48 89 7c 24 50 48 39 7c 24 58 | ....z..H.L$PH.D$X.jj..H.|$PH9|$X |
| 47440 | 75 16 bb 2a 03 00 00 41 be 90 23 00 00 4c 8b ff 4c 8b ef e9 50 12 00 00 48 8b 4c 24 70 e8 6e 6a | u..*...A..#..L..L...P...H.L$p.nj |
| 47460 | 00 00 49 8b cc 48 89 7c 24 70 4c 8b 64 24 58 e8 5c 6a 00 00 48 89 7c 24 58 e9 a3 0a 00 00 48 8b | ..I..H.|$pL.d$X.\j..H.|$X.....H. |
| 47480 | 05 c3 06 06 00 48 8b 48 18 48 39 0d a0 0c 06 00 75 28 48 8b 0d 8f 0e 06 00 48 85 c9 74 0e e8 4d | .....H.H.H9.....u(H......H..t..M |
| 474a0 | 6a 00 00 48 8b 05 7e 0e 06 00 eb 28 48 8b 0d a5 f4 05 00 e8 28 85 fc ff eb 1a 48 8b 0d 97 f4 05 | j..H..~....(H.......(.....H..... |
| 474c0 | 00 4c 8d 05 60 0e 06 00 48 8d 15 61 0c 06 00 e8 1c 74 fc ff 48 89 44 24 58 48 85 c0 75 19 bb 2d | .L..`...H..a.....t..H.D$XH..u..- |
| 474e0 | 03 00 00 41 be a8 23 00 00 4c 8b ff 4c 8b ef 4c 8b e7 e9 b1 11 00 00 48 8b 15 ba ff 05 00 48 8b | ...A..#..L..L..L.......H......H. |
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| 48300 | 00 00 48 8b 15 77 e5 05 00 4c 8b c3 49 8b cd ff 15 cb 64 00 00 85 c0 79 13 bb 55 03 00 00 41 be | ..H..w...L..I.....d....y..U...A. |
| 48320 | d5 25 00 00 4c 8b ff e9 7c 03 00 00 48 8b cb e8 9c 5b 00 00 48 8b 15 ed fa 05 00 4d 8b c5 48 8b | .%..L...|...H....[..H......M..H. |
| 48340 | 4c 24 58 e8 38 70 fc ff 48 89 44 24 78 48 8b d8 48 85 c0 75 13 bb 55 03 00 00 41 be d7 25 00 00 | L$X.8p..H.D$xH..H..u..U...A..%.. |
| 48360 | 4c 8b ff e9 40 03 00 00 48 8b 4c 24 58 e8 5e 5b 00 00 49 8b cd 48 89 7c 24 58 e8 51 5b 00 00 49 | L...@...H.L$X.^[..I..H.|$X.Q[..I |
| 48380 | 8b d4 48 89 5d 08 49 8b ce 4c 8b ef 48 8b f3 e8 cc 56 fc ff 48 89 44 24 78 48 8b d8 48 85 c0 75 | ..H.].I..L..H....V..H.D$xH..H..u |
| 483a0 | 13 bb 56 03 00 00 41 be e5 25 00 00 4c 8b ff e9 f4 02 00 00 48 8b 15 fd f4 05 00 4c 8b c3 48 8b | ..V...A..%..L.......H......L..H. |
| 483c0 | ce ff 15 71 65 00 00 85 c0 79 13 bb 56 03 00 00 41 be e7 25 00 00 4c 8b ff e9 ca 02 00 00 48 8b | ...qe....y..V...A..%..L.......H. |
| 483e0 | cb e8 ea 5a 00 00 33 c9 e8 b3 5a 00 00 48 8b ce e8 fb 5a 00 00 48 8b fe e9 4c 03 00 00 33 c9 e8 | ...Z..3...Z..H....Z..H...L...3.. |
| 48400 | 9c 5a 00 00 48 8b 15 cd e7 05 00 49 8b ce e8 3d 76 fc ff 48 89 44 24 78 48 8b f0 48 85 c0 75 11 | .Z..H......I...=v..H.D$xH..H..u. |
| 48420 | 41 be 07 26 00 00 4c 8b ff 4c 8b ef e9 72 02 00 00 48 8b 05 10 f7 05 00 48 8b 48 18 48 39 0d 9d | A..&..L..L...r...H......H.H.H9.. |
| 48440 | fd 05 00 75 28 48 8b 0d 6c fc 05 00 48 85 c9 74 0e e8 9a 5a 00 00 4c 8b 2d 5b fc 05 00 eb 2b 48 | ...u(H..l...H..t...Z..L.-[....+H |
| 48460 | 8b 0d f2 e4 05 00 e8 75 75 fc ff eb 1a 48 8b 0d e4 e4 05 00 4c 8d 05 3d fc 05 00 48 8d 15 5e fd | .......uu....H......L..=...H..^. |
| 48480 | 05 00 e8 69 64 fc ff 4c 8b e8 4d 85 ed 75 0e 41 be 09 26 00 00 4c 8b ff e9 06 02 00 00 48 8b 15 | ...id..L..M..u.A..&..L.......H.. |
| 484a0 | 94 e9 05 00 49 8b cd e8 a4 75 fc ff 48 89 44 24 58 48 85 c0 75 0e 41 be 0b 26 00 00 4c 8b ff e9 | ....I....u..H.D$XH..u.A..&..L... |
| 484c0 | df 01 00 00 49 8b cd e8 04 5a 00 00 49 8b cf ff 15 63 66 00 00 4c 8b e8 48 85 c0 75 0e 41 be 0e | ....I....Z..I....cf..L..H..u.A.. |
| 484e0 | 26 00 00 4c 8b ff e9 b8 01 00 00 49 8b cc e8 fd 59 00 00 4d 89 65 18 ff 15 eb 62 00 00 4c 8b f8 | &..L.......I....Y..M.e....b..L.. |
| 48500 | 48 85 c0 75 0b 41 be 13 26 00 00 e9 93 01 00 00 48 8b 05 31 f6 05 00 48 8b 48 18 48 39 0d f6 f1 | H..u.A..&.......H..1...H.H.H9... |
| 48520 | 05 00 75 28 48 8b 0d 7d f2 05 00 48 85 c9 74 0e e8 bb 59 00 00 48 8b 05 6c f2 05 00 eb 28 48 8b | ..u(H..}...H..t...Y..H..l....(H. |
| 48540 | 0d 13 e4 05 00 e8 96 74 fc ff eb 1a 48 8b 0d 05 e4 05 00 4c 8d 05 4e f2 05 00 48 8d 15 b7 f1 05 | .......t....H......L..N...H..... |
| 48560 | 00 e8 8a 63 fc ff 48 89 44 24 70 48 85 c0 75 0b 41 be 15 26 00 00 e9 28 01 00 00 48 8b 15 f6 e5 | ...c..H.D$pH..u.A..&...(...H.... |
| 48580 | 05 00 48 8b c8 e8 c6 74 fc ff 48 89 44 24 50 48 85 c0 75 0b 41 be 17 26 00 00 e9 04 01 00 00 48 | ..H....t..H.D$PH..u.A..&.......H |
| 485a0 | 8b 4c 24 70 e8 27 59 00 00 4c 8b 44 24 50 49 8b cf 48 8b 15 c8 e2 05 00 48 89 7c 24 70 ff 15 1d | .L$p.'Y..L.D$PI..H......H.|$p... |
| 485c0 | 62 00 00 85 c0 79 0b 41 be 1a 26 00 00 e9 d1 00 00 00 48 8b 4c 24 50 e8 f4 58 00 00 48 8b 4c 24 | b....y.A..&.......H.L$P..X..H.L$ |
| 485e0 | 58 4d 8b c7 49 8b d5 e8 94 6d fc ff 48 89 44 24 50 48 85 c0 75 0b 41 be 1c 26 00 00 e9 a2 00 00 | XM..I....m..H.D$PH..u.A..&...... |
| 48600 | 00 48 8b 4c 24 58 e8 c5 58 00 00 49 8b cd 48 89 7c 24 58 e8 b8 58 00 00 49 8b cf 4c 8b ef e8 ad | .H.L$X..X..I..H.|$X..X..I..L.... |
| 48620 | 58 00 00 b9 01 00 00 00 ff 15 0a 65 00 00 4c 8b f8 48 85 c0 75 08 41 be 21 26 00 00 eb 65 48 8b | X..........e..L..H..u.A.!&...eH. |
| 48640 | 44 24 50 49 89 47 18 ff 15 9b 61 00 00 48 89 44 24 50 48 85 c0 75 08 41 be 26 26 00 00 eb 44 4c | D$PI.G....a..H.D$PH..u.A.&&...DL |
| 48660 | 8b 45 68 48 8b 15 0e ed 05 00 48 8b 4c 24 50 ff 15 6b 61 00 00 85 c0 79 08 41 be 28 26 00 00 eb | .EhH......H.L$P..ka....y.A.(&... |
| 48680 | 22 4c 8b 44 24 50 49 8b d7 48 8b ce e8 ef 6c fc ff 4c 8b e8 48 85 c0 0f 85 86 00 00 00 41 be 29 | "L.D$PI..H....l..L..H........A.) |
| 486a0 | 26 00 00 bb 5b 03 00 00 48 8b 35 a9 e8 00 00 48 8b 4c 24 50 e8 e7 57 00 00 49 8b cf e8 df 57 00 | &...[...H.5....H.L$P..W..I....W. |
| 486c0 | 00 48 8b 4c 24 58 e8 d5 57 00 00 48 8b 4c 24 68 e8 cb 57 00 00 49 8b cd e8 c3 57 00 00 48 8b 4c | .H.L$X..W..H.L$h..W..I....W..H.L |
| 486e0 | 24 70 e8 b9 57 00 00 48 8b 4c 24 78 e8 af 57 00 00 ba 01 00 00 00 48 8d 8d 40 01 00 00 41 b8 43 | $p..W..H.L$x..W.......H..@...A.C |
| 48700 | 26 00 00 e8 68 4c fc ff 4c 8b ce 48 8d 0d 46 d4 05 00 44 8b c3 41 8b d6 e8 43 31 fc ff 4c 8b 75 | &...hL..L..H..F...D..A...C1..L.u |
| 48720 | b8 eb 22 48 8b ce e8 a5 57 00 00 49 8b cf e8 9d 57 00 00 48 8b 4c 24 50 e8 93 57 00 00 48 89 7c | .."H....W..I....W..H.L$P..W..H.| |
| 48740 | 24 50 49 8b fd 48 8b 75 08 ba 01 00 00 00 48 8d 8d 10 02 00 00 41 b8 47 26 00 00 e8 10 4c fc ff | $PI..H.u......H......A.G&....L.. |
| 48760 | 48 8b 4d 58 e8 37 57 00 00 48 8b 4d a8 e8 2e 57 00 00 33 c9 e8 27 57 00 00 48 8b 4d d8 e8 1e 57 | H.MX.7W..H.M...W..3..'W..H.M...W |
| 48780 | 00 00 48 8b 4d 10 e8 15 57 00 00 48 8b 4d b0 e8 0c 57 00 00 48 8b 4d 98 e8 03 57 00 00 48 8b 4d | ..H.M...W..H.M...W..H.M...W..H.M |
| 487a0 | 60 e8 fa 56 00 00 49 8b cc e8 f2 56 00 00 48 8b 4d 88 e8 e9 56 00 00 48 8b 4d 48 e8 e0 56 00 00 | `..V..I....V..H.M...V..H.MH..V.. |
| 487c0 | 48 8b 4d 18 e8 d7 56 00 00 48 8b 4d 20 e8 ce 56 00 00 48 8b 4d e0 e8 c5 56 00 00 48 8b 4d 38 e8 | H.M...V..H.M...V..H.M...V..H.M8. |
| 487e0 | bc 56 00 00 48 8b 4d e8 e8 b3 56 00 00 48 8b 4d 40 e8 aa 56 00 00 48 8b ce e8 a2 56 00 00 49 8b | .V..H.M...V..H.M@..V..H....V..I. |
| 48800 | ce e8 9a 56 00 00 48 8b 4d 90 e8 91 56 00 00 48 8b 4d f0 e8 88 56 00 00 0f 28 b4 24 60 04 00 00 | ...V..H.M...V..H.M...V...(.$`... |
| 48820 | 48 8b c7 48 8b 9c 24 78 04 00 00 48 8b 8d 50 03 00 00 48 33 cc e8 96 f0 fb ff 48 81 c4 80 04 00 | H..H..$x...H..P...H3......H..... |
| 48840 | 00 41 5f 41 5e 41 5d 41 5c 5f 5e 5d c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | .A_A^A]A\_^].................... |
| 48860 | 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 48 8d 6c 24 d9 48 81 ec a0 00 00 00 48 8b 05 dd | H.\$.UVWATAUAVAWH.l$.H......H... |
| 48880 | 2b 03 00 48 33 c4 48 89 45 1f 4c 8b 25 27 f1 05 00 45 33 d2 4d 8b c8 4c 89 45 c7 4c 8b 05 a6 62 | +..H3.H.E.L.%'...E3.M..L.E.L...b |
| 488a0 | 00 00 48 8b fa 48 89 4d e7 49 8b d0 48 8b 0d 5d 60 00 00 41 8b c2 48 89 55 d7 45 8b f2 48 8b 77 | ..H..H.M.I..H..]`..A..H.U.E..H.w |
| 488c0 | 10 4d 8b e8 48 89 55 f7 48 89 45 df 48 89 45 ef 4c 89 55 17 48 89 4d cf 48 89 4d ff 4c 89 45 07 | .M..H.U.H.E.H.E.L.U.H.M.H.M.L.E. |
| 488e0 | 4c 89 65 0f 4d 85 c9 0f 84 ca 02 00 00 48 83 fe 06 0f 87 a4 00 00 00 4c 8d 3d 02 6b fb ff 41 8b | L.e.M........H.........L.=.k..A. |
| 48900 | 84 b7 84 98 04 00 49 03 c7 ff e0 4c 8b 77 40 4c 89 75 17 4c 8b 67 38 4c 89 65 0f 4c 8b 6f 30 4c | ......I....L.w@L.u.L.g8L.e.L.o0L |
| 48920 | 89 6d 07 48 8b 47 28 48 89 45 cf 48 89 45 ff 48 8b 47 20 48 89 45 d7 48 89 45 f7 48 8b 47 18 48 | .m.H.G(H.E.H.E.H.G.H.E.H.E.H.G.H |
| 48940 | 89 45 df 48 89 45 ef 49 8b c9 ff 15 c0 61 00 00 48 8b d8 48 83 fe 05 0f 87 e3 01 00 00 41 8b 8c | .E.H.E.I.....a..H..H.........A.. |
| 48960 | b7 a0 98 04 00 49 03 cf ff e1 48 8b 15 07 df 05 00 4c 8b 7d c7 49 8b cf 4c 8b 42 18 ff 15 86 5e | .....I....H......L.}.I..L.B....^ |
| 48980 | 00 00 48 89 45 df 48 89 45 ef 48 85 c0 74 08 48 ff cb e9 b1 00 00 00 48 8b 77 10 48 83 fe 01 48 | ..H.E.H.E.H..t.H.......H.w.H...H |
| 489a0 | 89 74 24 30 48 8d 0d 6d fa 05 00 bb 01 00 00 00 48 8d 05 35 8f 05 00 48 0f 4c c1 4c 8d 0d b6 9b | .t$0H..m........H..5...H.L.L.... |
| 489c0 | 05 00 b9 06 00 00 00 48 89 44 24 28 0f 4d d9 4c 8d 05 0e d2 05 00 48 8d 0d 93 9b 05 00 48 89 5c | .......H.D$(.M.L......H......H.\ |
| 489e0 | 24 20 4c 0f 4d c9 48 8d 15 3b 9b 05 00 48 8b 0d b4 5e 00 00 48 8b 09 ff 15 83 60 00 00 ba 2e 1b | $.L.M.H..;...H...^..H.....`..... |
| 48a00 | 00 00 4c 8b 0d 4f e5 00 00 48 8d 0d a8 d1 05 00 41 b8 56 02 00 00 e8 45 2e fc ff 33 c0 48 8b 4d | ..L..O...H......A.V....E...3.H.M |
| 48a20 | 1f 48 33 cc e8 a7 ee fb ff 48 8b 9c 24 f8 00 00 00 48 81 c4 a0 00 00 00 41 5f 41 5e 41 5d 41 5c | .H3......H..$....H......A_A^A]A\ |
| 48a40 | 5f 5e 5d c3 4c 8b 7d c7 48 85 db 0f 8e 4e 01 00 00 48 8b 15 50 e3 05 00 49 8b cf 4c 8b 42 18 ff | _^].L.}.H....N...H..P...I..L.B.. |
| 48a60 | 15 a3 5d 00 00 48 85 c0 74 11 48 89 45 d7 48 ff cb 48 89 45 f7 eb 04 4c 8b 7d c7 48 85 db 0f 8e | ..]..H..t.H.E.H..H.E...L.}.H.... |
| 48a80 | 1b 01 00 00 48 8b 15 ad e0 05 00 49 8b cf 4c 8b 42 18 ff 15 70 5d 00 00 48 85 c0 74 11 48 89 45 | ....H......I..L.B...p]..H..t.H.E |
| 48aa0 | cf 48 ff cb 48 89 45 ff eb 04 4c 8b 7d c7 48 85 db 0f 8e e8 00 00 00 48 8b 15 92 e3 05 00 49 8b | .H..H.E...L.}.H........H......I. |
| 48ac0 | cf 4c 8b 42 18 ff 15 3d 5d 00 00 48 85 c0 74 10 4c 8b e8 48 89 45 07 48 ff cb eb 04 4c 8b 7d c7 | .L.B...=]..H..t.L..H.E.H....L.}. |
| 48ae0 | 48 85 db 0f 8e b6 00 00 00 48 8b 15 88 e8 05 00 49 8b cf 4c 8b 42 18 ff 15 0b 5d 00 00 48 85 c0 | H........H......I..L.B....]..H.. |
| 48b00 | 74 10 4c 8b e0 48 89 45 0f 48 ff cb eb 04 4c 8b 7d c7 48 85 db 0f 8e 84 00 00 00 48 8b 15 de e0 | t.L..H.E.H....L.}.H........H.... |
| 48b20 | 05 00 49 8b cf 4c 8b 42 18 ff 15 d9 5c 00 00 48 85 c0 74 10 4c 8b f0 48 89 45 17 48 ff cb eb 04 | ..I..L.B....\..H..t.L..H.E.H.... |
| 48b40 | 4c 8b 7d c7 48 85 db 7e 56 48 8d 05 9c d0 05 00 49 8b cf 48 89 44 24 28 4c 8d 4d ef 48 8d 15 7d | L.}.H..~VH......I..H.D$(L.M.H..} |
| 48b60 | 8a 05 00 48 89 74 24 20 e8 43 69 fc ff 85 c0 79 0a ba 0e 1b 00 00 e9 87 fe ff ff 4c 8b 75 17 45 | ...H.t$..Ci....y...........L.u.E |
| 48b80 | 33 d2 4c 8b 65 0f 4c 8b 6d 07 48 8b 75 ff 4c 8b 7d f7 48 8b 7d ef 4c 8b 05 ab 5f 00 00 eb 66 4c | 3.L.e.L.m.H.u.L.}.H.}.L..._...fL |
| 48ba0 | 8b 05 a2 5f 00 00 45 33 d2 48 8b 75 cf 4c 8b 7d d7 48 8b 7d df eb 4e 48 8d 46 ff 48 83 f8 05 0f | ..._..E3.H.u.L.}.H.}..NH.F.H.... |
| 48bc0 | 87 d6 fd ff ff 4c 8d 3d 34 68 fb ff 41 8b 84 87 b8 98 04 00 49 03 c7 ff e0 4c 8b 77 40 4c 8b 67 | .....L.=4h..A.......I....L.w@L.g |
| 48be0 | 38 4c 8b 6f 30 48 8b 77 28 4c 8b 7f 20 eb 12 48 8b 75 cf 4c 8b 7f 20 eb 08 48 8b 75 cf 4c 8b 7d | 8L.o0H.w(L.....H.u.L.....H.u.L.} |
| 48c00 | d7 48 8b 7f 18 4d 85 f6 74 4d 4c 3b 35 ff 5c 00 00 41 8b da 41 8b c2 0f 94 c3 4c 3b 35 37 5e 00 | .H...M..tML;5.\..A..A.....L;57^. |
| 48c20 | 00 0f 94 c0 4d 3b f0 41 0f 94 c2 41 0b c2 0b c3 75 0b 49 8b ce ff 15 85 5c 00 00 8b d8 83 fb ff | ....M;.A...A....u.I.....\....... |
| 48c40 | 75 1a ff 15 e0 5f 00 00 48 85 c0 74 0f ba 27 1b 00 00 e9 ab fd ff ff bb 01 00 00 00 48 8b 4d e7 | u...._..H..t..'.............H.M. |
| 48c60 | 4c 8b ce 89 5c 24 30 4d 8b c7 4c 89 64 24 28 48 8b d7 4c 89 6c 24 20 e8 14 98 ff ff e9 9c fd ff | L...\$0M..L.d$(H..L.l$.......... |
| 48c80 | ff 0f 1f 00 47 95 04 00 3b 95 04 00 2f 95 04 00 23 95 04 00 1b 95 04 00 13 95 04 00 0b 95 04 00 | ....G...;.../...#............... |
| 48ca0 | 6a 95 04 00 44 96 04 00 77 96 04 00 aa 96 04 00 dc 96 04 00 0e 97 04 00 f9 97 04 00 ef 97 04 00 | j...D...w....................... |
| 48cc0 | e5 97 04 00 e1 97 04 00 dd 97 04 00 d9 97 04 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | ................................ |
| 48ce0 | 40 53 55 56 41 54 41 57 48 83 ec 20 48 8d 42 ff 4c 8b fa 48 99 33 f6 83 e2 03 33 ed 48 8d 1c 02 | @SUVATAWH...H.B.L..H.3....3.H... |
| 48d00 | 48 8b 41 08 48 8b 15 25 db 05 00 48 c1 fb 02 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 | H.A.H..%...H...L......M..t.A.... |
| 48d20 | ff 15 52 5e 00 00 48 89 7c 24 50 4c 8b e0 4c 89 6c 24 58 4c 89 74 24 60 48 85 c0 75 17 4c 8b 35 | ..R^..H.|$PL..L.l$XL.t$`H..u.L.5 |
| 48d40 | 14 e2 00 00 bb 52 02 00 00 41 bf 41 1a 00 00 e9 a0 04 00 00 ff 15 8e 5a 00 00 48 8b f8 48 85 c0 | .....R...A.A...........Z..H..H.. |
| 48d60 | 75 0b 41 bf 4b 1a 00 00 e9 86 01 00 00 48 8d 4b 01 ff 15 a9 5e 00 00 48 8b f0 48 85 c0 75 0b 41 | u.A.K........H.K....^..H..H..u.A |
| 48d80 | bf 4d 1a 00 00 e9 69 01 00 00 48 8b 15 17 e0 05 00 4c 8b c6 48 8b cf ff 15 43 5a 00 00 85 c0 79 | .M....i...H......L..H....CZ....y |
| 48da0 | 0b 41 bf 4f 1a 00 00 e9 47 01 00 00 48 83 2e 01 75 09 48 8b ce ff 15 4d 5c 00 00 48 8b 0d 86 ed | .A.O....G...H...u.H....M\..H.... |
| 48dc0 | 05 00 48 8b 41 18 48 39 05 bb ec 05 00 75 21 48 8b 05 42 e8 05 00 48 85 c0 74 0c 48 ff 00 48 8b | ..H.A.H9.....u!H..B...H..t.H..H. |
| 48de0 | 35 33 e8 05 00 eb 5d 48 8b 0d 6a db 05 00 eb 4c 48 8b 1d 61 db 05 00 48 8b d3 4c 8b 43 18 ff 15 | 53....]H..j....LH..a...H..L.C... |
| 48e00 | 04 5a 00 00 48 8b f0 48 8b 05 3a ed 05 00 48 8b 48 18 48 89 0d 6f ec 05 00 48 89 35 f8 e7 05 00 | .Z..H..H..:...H.H.H..o...H.5.... |
| 48e20 | 48 85 f6 74 05 48 ff 06 eb 1a ff 15 f8 5d 00 00 48 85 c0 74 04 33 f6 eb 0b 48 8b cb e8 9f 6b fc | H..t.H.......]..H..t.3...H....k. |
| 48e40 | ff 48 8b f0 48 85 f6 75 10 bb 53 02 00 00 41 bf 59 1a 00 00 e9 9f 00 00 00 48 8b 46 08 48 8b ce | .H..H..u..S...A.Y........H.F.H.. |
| 48e60 | 48 8b 15 d9 e2 05 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 fa 5c 00 00 48 8b | H......L......M..t.A.......\..H. |
| 48e80 | e8 48 85 c0 75 0d bb 53 02 00 00 41 bf 5b 1a 00 00 eb 65 48 83 2e 01 75 09 48 8b ce ff 15 66 5b | .H..u..S...A.[....eH...u.H....f[ |
| 48ea0 | 00 00 48 8b 15 d7 d9 05 00 4c 8b c5 48 8b cf 33 f6 ff 15 29 59 00 00 85 c0 79 08 41 bf 5e 1a 00 | ..H......L..H..3...)Y....y.A.^.. |
| 48ec0 | 00 eb 30 48 83 6d 00 01 75 09 48 8b cd ff 15 35 5b 00 00 48 8b 15 96 eb 05 00 4c 8b c7 49 8b cc | ..0H.m..u.H....5[..H......L..I.. |
| 48ee0 | e8 9b 64 fc ff 48 8b e8 48 85 c0 75 2b 41 bf 68 1a 00 00 bb 52 02 00 00 49 83 2c 24 01 4c 8b 35 | ..d..H..H..u+A.h....R...I.,$.L.5 |
| 48f00 | 54 e0 00 00 0f 85 d0 01 00 00 49 8b cc ff 15 f5 5a 00 00 e9 c2 01 00 00 49 83 2c 24 01 75 09 49 | T.........I.....Z.......I.,$.u.I |
| 48f20 | 8b cc ff 15 e0 5a 00 00 48 83 2f 01 75 09 48 8b cf ff 15 d1 5a 00 00 48 8b 45 08 48 8b cd 48 8b | .....Z..H./.u.H.....Z..H.E.H..H. |
| 48f40 | 15 23 e5 05 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 1c 5c 00 00 48 8b f8 48 | .#...L......M..t.A.......\..H..H |
| 48f60 | 85 c0 75 17 4c 8b 35 ed df 00 00 bb 53 02 00 00 41 bf 74 1a 00 00 e9 87 01 00 00 48 83 6d 00 01 | ..u.L.5.....S...A.t........H.m.. |
| 48f80 | 75 09 48 8b cd ff 15 7d 5a 00 00 48 8b 05 a6 5a 00 00 33 db 48 39 47 08 75 3a 48 8b 5f 18 48 85 | u.H....}Z..H...Z..3.H9G.u:H._.H. |
| 48fa0 | db 74 31 48 8b 6f 10 48 8b cf 48 ff 03 48 8b fd 48 ff 45 00 48 83 29 01 75 06 ff 15 48 5a 00 00 | .t1H.o.H..H..H..H.E.H.).u...HZ.. |
| 48fc0 | 4c 8b 05 79 e3 05 00 48 8b d3 48 8b cd e8 be 5b fc ff eb 0f 48 8b 15 65 e3 05 00 48 8b cf e8 dd | L..y...H..H....[....H..e...H.... |
| 48fe0 | 5c fc ff 4c 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 0e 5a 00 00 33 ed 4d 85 ed 75 | \..L..H..t.H.+.u.H.....Z..3.M..u |
| 49000 | 0b 41 bf 83 1a 00 00 e9 c2 00 00 00 48 83 2f 01 75 09 48 8b cf ff 15 ed 59 00 00 49 8b 45 08 49 | .A..........H./.u.H.....Y..I.E.I |
| 49020 | 8b cd 48 8b 15 77 e0 05 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 38 5b 00 00 | ..H..w...L......M..t.A......8[.. |
| 49040 | 48 8b f8 48 85 c0 75 0b 41 bf 86 1a 00 00 e9 85 01 00 00 49 83 6d 00 01 75 09 49 8b cd ff 15 a5 | H..H..u.A..........I.m..u.I..... |
| 49060 | 59 00 00 48 8b 05 ce 59 00 00 33 db 48 39 47 08 75 32 48 8b 5f 18 48 85 db 74 29 4c 8b 77 10 48 | Y..H...Y..3.H9G.u2H._.H..t)L.w.H |
| 49080 | 8b cf 48 ff 03 49 8b fe 49 ff 06 48 83 29 01 75 06 ff 15 71 59 00 00 48 8b d3 49 8b ce e8 1e 5c | ..H..I..I..H.).u...qY..H..I....\ |
| 490a0 | fc ff eb 08 48 8b cf e8 14 5e fc ff 4c 8b e8 48 85 db 74 0f 48 83 2b 01 75 09 48 8b cb ff 15 45 | ....H....^..L..H..t.H.+.u.H....E |
| 490c0 | 59 00 00 4d 85 ed 75 56 41 bf 95 1a 00 00 4c 8b 35 83 de 00 00 bb 53 02 00 00 48 85 ff 74 0f 48 | Y..M..uVA.....L.5.....S...H..t.H |
| 490e0 | 83 2f 01 75 09 48 8b cf ff 15 1a 59 00 00 48 85 f6 74 0f 48 83 2e 01 75 09 48 8b ce ff 15 06 59 | ./.u.H.....Y..H..t.H...u.H.....Y |
| 49100 | 00 00 48 85 ed 0f 84 e9 00 00 00 48 83 6d 00 01 0f 85 de 00 00 00 48 8b cd e9 d0 00 00 00 48 83 | ..H........H.m........H.......H. |
| 49120 | 2f 01 75 09 48 8b cf ff 15 db 58 00 00 4d 8b 45 08 49 8b 70 70 48 85 f6 74 7d 48 39 6e 08 74 77 | /.u.H.....X..M.E.I.ppH..t}H9n.tw |
| 49140 | 48 8b 1d 01 5a 00 00 49 8b cf ff 15 d0 5a 00 00 48 8b f8 48 85 c0 74 7a 4c 8b 05 e9 59 00 00 48 | H...Z..I.....Z..H..H..tzL...Y..H |
| 49160 | 8b d0 48 8b cb ff 15 fd 55 00 00 48 83 2f 01 48 8b d8 75 09 48 8b cf ff 15 8b 58 00 00 48 85 db | ..H.....U..H./.H..u.H.....X..H.. |
| 49180 | 74 50 48 8b d3 49 8b cd ff 56 08 48 83 2b 01 48 8b f8 75 09 48 8b cb ff 15 6b 58 00 00 48 85 ff | tPH..I...V.H.+.H..u.H....kX..H.. |
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| 49220 | 41 5c 5e 5d 5b c3 cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 57 48 83 ec 20 48 8b f9 48 8b ca | A\^][...........H.\$.WH...H..H.. |
| 49240 | e8 fb 00 fc ff 48 8b d8 48 83 f8 ff 75 36 ff 15 d4 59 00 00 48 85 c0 74 2b 4c 8b 0d f8 dc 00 00 | .....H..H...u6...Y..H..t+L...... |
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| 492c0 | 4c 89 60 e0 45 33 e4 4c 3b 05 7a 58 00 00 4c 89 68 d8 4c 8b ea 4c 89 70 d0 4c 8b f1 4c 89 78 c8 | L.`.E3.L;.zX..L.h.L..L.p.L..L.x. |
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| 49300 | 57 00 00 48 8b 1d ae e6 05 00 48 ff 03 49 83 6d 00 01 75 09 49 8b cd ff 15 eb 56 00 00 4c 8b eb | W..H......H..I.m..u.I.....V..L.. |
| 49320 | 48 8b ac 24 a0 00 00 00 48 8b 0d 61 e7 05 00 48 8b d5 e8 89 59 fc ff 48 85 c0 75 10 bb 12 02 00 | H..$....H..a...H....Y..H..u..... |
| 49340 | 00 41 be 8b 17 00 00 e9 79 16 00 00 48 8b 0d f5 e7 05 00 48 8b d8 48 89 84 24 88 00 00 00 48 8b | .A......y...H......H..H..$....H. |
| 49360 | 41 18 48 39 05 3f e3 05 00 75 26 48 8b 05 26 e4 05 00 48 85 c0 74 0c 48 ff 00 48 8b 35 17 e4 05 | A.H9.?...u&H..&...H..t.H..H.5... |
| 49380 | 00 eb 7a 48 8b 0d ce d5 05 00 e8 51 66 fc ff eb 69 48 8b 1d c0 d5 05 00 48 8b d3 4c 8b 43 18 ff | ..zH.......Qf...iH......H..L.C.. |
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| 493c0 | 00 48 85 f6 74 0d 48 ff 06 48 8b 9c 24 88 00 00 00 eb 2a ff 15 4f 58 00 00 48 85 c0 74 0c 48 8b | .H..t.H..H..$.....*..OX..H..t.H. |
| 493e0 | 9c 24 88 00 00 00 33 f6 eb 13 48 8b cb e8 ee 65 fc ff 48 8b 9c 24 88 00 00 00 48 8b f0 48 85 f6 | .$....3...H....e..H..$....H..H.. |
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| 49420 | 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 41 57 00 00 48 8b f8 48 85 c0 75 10 bb | L......M..t.A......AW..H..H..u.. |
| 49440 | 19 02 00 00 41 be a2 17 00 00 e9 e2 12 00 00 48 83 2e 01 75 09 48 8b ce ff 15 aa 55 00 00 41 b8 | ....A..........H...u.H.....U..A. |
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| 494e0 | 44 57 00 00 48 85 c0 74 10 bb 1a 02 00 00 41 be b2 17 00 00 e9 cc 14 00 00 49 8b b6 c8 00 00 00 | DW..H..t......A..........I...... |
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| 49540 | 17 00 00 e9 e9 11 00 00 48 8b 0d f9 e5 05 00 48 8b 41 18 48 39 05 16 e6 05 00 75 21 48 8b 05 8d | ........H......H.A.H9.....u!H... |
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| 495c0 | 74 04 33 ff eb 0b 48 8b cb e8 12 64 fc ff 48 8b f8 48 85 ff 75 10 bb 1b 02 00 00 41 be cc 17 00 | t.3...H....d..H..H..u......A.... |
| 495e0 | 00 e9 df 13 00 00 48 8b 47 08 48 8b cf 48 8b 15 14 df 05 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 | ......H.G.H..H......L......M..t. |
| 49600 | 41 ff d0 eb 06 ff 15 6d 55 00 00 48 8b f0 48 85 c0 75 10 bb 1b 02 00 00 41 be ce 17 00 00 e9 51 | A......mU..H..H..u......A......Q |
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| 49640 | 48 8b d6 ff 15 27 54 00 00 48 8b f8 48 85 c0 75 10 bb 1b 02 00 00 41 be d1 17 00 00 e9 d0 10 00 | H....'T..H..H..u......A......... |
| 49660 | 00 48 83 2e 01 75 09 48 8b ce ff 15 98 53 00 00 48 8b cf e8 08 f4 fb ff 8b d8 85 c0 79 10 bb 1b | .H...u.H.....S..H...........y... |
| 49680 | 02 00 00 41 be d3 17 00 00 e9 e6 12 00 00 48 83 2f 01 75 09 48 8b cf ff 15 6b 53 00 00 85 db 0f | ...A..........H./.u.H....kS..... |
| 496a0 | 84 91 00 00 00 48 8b 8c 24 a8 00 00 00 e8 ce f3 fb ff 8b d8 83 f8 ff 75 1b ff 15 69 55 00 00 48 | .....H..$..............u...iU..H |
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| 49700 | 20 ff 15 a9 e3 05 00 48 8b d8 48 85 c0 75 10 bb 1c 02 00 00 41 be e1 17 00 00 e9 55 12 00 00 48 | .......H..H..u......A......U...H |
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| 499c0 | 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 a6 51 00 00 48 8b f0 48 85 c0 75 10 bb 1f 02 00 00 41 | ..M..t.A.......Q..H..H..u......A |
| 499e0 | be 26 18 00 00 e9 8a 0f 00 00 48 83 2f 01 75 09 48 8b cf ff 15 0f 50 00 00 48 8b 8c 24 88 00 00 | .&........H./.u.H.....P..H..$... |
| 49a00 | 00 41 b8 02 00 00 00 48 8b d6 ff 15 60 50 00 00 48 8b f8 48 85 c0 75 10 bb 1f 02 00 00 41 be 29 | .A.....H....`P..H..H..u......A.) |
| 49a20 | 18 00 00 e9 09 0d 00 00 48 83 2e 01 75 09 48 8b ce ff 15 d1 4f 00 00 48 8b cf e8 41 f0 fb ff 8b | ........H...u.H.....O..H...A.... |
| 49a40 | d8 85 c0 79 10 bb 1f 02 00 00 41 be 2b 18 00 00 e9 1f 0f 00 00 48 83 2f 01 75 09 48 8b cf ff 15 | ...y......A.+........H./.u.H.... |
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| 49ac0 | 89 5c 24 20 ff 15 e6 de 05 00 48 8b d8 48 85 c0 0f 85 49 fc ff ff bb 20 02 00 00 41 be 39 18 00 | .\$.......H..H....I........A.9.. |
| 49ae0 | 00 e9 8e 0e 00 00 48 8b 0d 5b e0 05 00 48 8b 41 18 48 39 05 90 e8 05 00 75 21 48 8b 05 8f e4 05 | ......H..[...H.A.H9.....u!H..... |
| 49b00 | 00 48 85 c0 74 0c 48 ff 00 48 8b 35 80 e4 05 00 eb 5d 48 8b 0d 3f ce 05 00 eb 4c 48 8b 1d 36 ce | .H..t.H..H.5.....]H..?....LH..6. |
| 49b20 | 05 00 48 8b d3 4c 8b 43 18 ff 15 d9 4c 00 00 48 8b f0 48 8b 05 0f e0 05 00 48 8b 48 18 48 89 0d | ..H..L.C....L..H..H......H.H.H.. |
| 49b40 | 44 e8 05 00 48 89 35 45 e4 05 00 48 85 f6 74 05 48 ff 06 eb 1a ff 15 cd 50 00 00 48 85 c0 74 04 | D...H.5E...H..t.H.......P..H..t. |
| 49b60 | 33 f6 eb 0b 48 8b cb e8 74 5e fc ff 48 8b f0 48 85 f6 75 10 bb 21 02 00 00 41 be 50 18 00 00 e9 | 3...H...t^..H..H..u..!...A.P.... |
| 49b80 | 41 0e 00 00 48 8b 46 08 48 8b ce 48 8b 15 fe cc 05 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff | A...H.F.H..H......L......M..t.A. |
| 49ba0 | d0 eb 06 ff 15 cf 4f 00 00 48 8b f8 48 85 c0 75 10 bb 21 02 00 00 41 be 52 18 00 00 e9 70 0b 00 | ......O..H..H..u..!...A.R....p.. |
| 49bc0 | 00 48 83 2e 01 75 09 48 8b ce ff 15 38 4e 00 00 48 8b 8c 24 88 00 00 00 41 b8 02 00 00 00 48 8b | .H...u.H....8N..H..$....A.....H. |
| 49be0 | d7 ff 15 89 4e 00 00 48 8b f0 48 85 c0 75 10 bb 21 02 00 00 41 be 55 18 00 00 e9 75 0d 00 00 48 | ....N..H..H..u..!...A.U....u...H |
| 49c00 | 83 2f 01 75 09 48 8b cf ff 15 fa 4d 00 00 48 8b ce 33 ff e8 68 ee fb ff 8b d8 85 c0 79 10 bb 21 | ./.u.H.....M..H..3..h.......y..! |
| 49c20 | 02 00 00 41 be 57 18 00 00 e9 03 0b 00 00 48 83 2e 01 75 09 48 8b ce ff 15 cb 4d 00 00 85 db 74 | ...A.W........H...u.H.....M....t |
| 49c40 | 7e 48 8b 8c 24 a8 00 00 00 e8 32 ee fb ff 8b d8 83 f8 ff 75 1b ff 15 cd 4f 00 00 48 85 c0 74 10 | ~H..$.....2........u....O..H..t. |
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| 49c80 | 00 00 00 45 33 c9 48 89 74 24 30 4d 8b c7 48 89 44 24 28 49 8b cd 48 ff 06 89 5c 24 20 ff 15 1d | ...E3.H.t$0M..H.D$(I..H...\$.... |
| 49ca0 | d9 05 00 48 8b f8 48 85 c0 0f 85 70 07 00 00 bb 22 02 00 00 41 be 65 18 00 00 e9 72 0a 00 00 48 | ...H..H....p...."...A.e....r...H |
| 49cc0 | 8b 0d 82 de 05 00 48 8b 41 18 48 39 05 c7 dc 05 00 75 21 48 8b 05 66 e4 05 00 48 85 c0 74 0c 48 | ......H.A.H9.....u!H..f...H..t.H |
| 49ce0 | ff 00 48 8b 3d 57 e4 05 00 eb 5d 48 8b 0d 66 cc 05 00 eb 4c 48 8b 1d 5d cc 05 00 48 8b d3 4c 8b | ..H.=W....]H..f....LH..]...H..L. |
| 49d00 | 43 18 ff 15 00 4b 00 00 48 8b f8 48 8b 05 36 de 05 00 48 8b 48 18 48 89 0d 7b dc 05 00 48 89 3d | C....K..H..H..6...H.H.H..{...H.= |
| 49d20 | 1c e4 05 00 48 85 ff 74 05 48 ff 07 eb 1a ff 15 f4 4e 00 00 48 85 c0 74 04 33 ff eb 0b 48 8b cb | ....H..t.H.......N..H..t.3...H.. |
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| 49d80 | 00 00 48 8b f0 48 85 c0 75 10 bb 23 02 00 00 41 be 7e 18 00 00 e9 da 0b 00 00 48 83 2f 01 75 09 | ..H..H..u..#...A.~........H./.u. |
| 49da0 | 48 8b cf ff 15 5f 4c 00 00 48 8b 8c 24 88 00 00 00 41 b8 02 00 00 00 48 8b d6 ff 15 b0 4c 00 00 | H...._L..H..$....A.....H.....L.. |
| 49dc0 | 48 8b f8 48 85 c0 75 10 bb 23 02 00 00 41 be 81 18 00 00 e9 59 09 00 00 48 83 2e 01 75 09 48 8b | H..H..u..#...A......Y...H...u.H. |
| 49de0 | ce ff 15 21 4c 00 00 48 8b cf e8 91 ec fb ff 8b d8 85 c0 79 10 bb 23 02 00 00 41 be 83 18 00 00 | ...!L..H...........y..#...A..... |
| 49e00 | e9 6f 0b 00 00 48 83 2f 01 75 09 48 8b cf ff 15 f4 4b 00 00 85 db 74 7e 48 8b 8c 24 a8 00 00 00 | .o...H./.u.H.....K....t~H..$.... |
| 49e20 | e8 5b ec fb ff 8b d8 83 f8 ff 75 1b ff 15 f6 4d 00 00 48 85 c0 74 10 bb 24 02 00 00 41 be 8e 18 | .[........u....M..H..t..$...A... |
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| 49e80 | 0f 85 99 f8 ff ff bb 24 02 00 00 41 be 91 18 00 00 e9 de 0a 00 00 48 8b 0d ab dc 05 00 48 8b 41 | .......$...A..........H......H.A |
| 49ea0 | 18 48 39 05 30 d9 05 00 75 21 48 8b 05 27 d7 05 00 48 85 c0 74 0c 48 ff 00 48 8b 35 18 d7 05 00 | .H9.0...u!H..'...H..t.H..H.5.... |
| 49ec0 | eb 5d 48 8b 0d 8f ca 05 00 eb 4c 48 8b 1d 86 ca 05 00 48 8b d3 4c 8b 43 18 ff 15 29 49 00 00 48 | .]H.......LH......H..L.C...)I..H |
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| 49f00 | 48 ff 06 eb 1a ff 15 1d 4d 00 00 48 85 c0 74 04 33 f6 eb 0b 48 8b cb e8 c4 5a fc ff 48 8b f0 48 | H.......M..H..t.3...H....Z..H..H |
| 49f20 | 85 f6 75 10 bb 25 02 00 00 41 be a8 18 00 00 e9 91 0a 00 00 48 8b 46 08 48 8b ce 48 8b 15 96 cd | ..u..%...A..........H.F.H..H.... |
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| 49f60 | 10 bb 25 02 00 00 41 be aa 18 00 00 e9 c0 07 00 00 48 83 2e 01 75 09 48 8b ce ff 15 88 4a 00 00 | ..%...A..........H...u.H.....J.. |
| 49f80 | 48 8b 8c 24 88 00 00 00 41 b8 02 00 00 00 48 8b d7 ff 15 d9 4a 00 00 48 8b f0 48 85 c0 75 10 bb | H..$....A.....H.....J..H..H..u.. |
| 49fa0 | 25 02 00 00 41 be ad 18 00 00 e9 c5 09 00 00 48 83 2f 01 75 09 48 8b cf ff 15 4a 4a 00 00 48 8b | %...A..........H./.u.H....JJ..H. |
| 49fc0 | ce 33 ff e8 b8 ea fb ff 8b d8 85 c0 79 10 bb 25 02 00 00 41 be af 18 00 00 e9 53 07 00 00 48 83 | .3..........y..%...A......S...H. |
| 49fe0 | 2e 01 75 09 48 8b ce ff 15 1b 4a 00 00 85 db 74 7e 48 8b 8c 24 a8 00 00 00 e8 82 ea fb ff 8b d8 | ..u.H.....J....t~H..$........... |
| 4a000 | 83 f8 ff 75 1b ff 15 1d 4c 00 00 48 85 c0 74 10 bb 26 02 00 00 41 be ba 18 00 00 e9 a5 09 00 00 | ...u....L..H..t..&...A.......... |
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| 4a040 | 44 24 28 49 8b cd 48 ff 06 89 5c 24 20 ff 15 ad d6 05 00 48 8b f8 48 85 c0 0f 85 c0 03 00 00 bb | D$(I..H...\$.......H..H......... |
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| 4a500 | 00 00 48 83 6d 00 01 75 09 48 8b cd ff 15 f6 44 00 00 33 c9 85 db 0f 95 c1 85 c9 0f 84 0a 03 00 | ..H.m..u.H.....D..3............. |
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| 4a760 | 8b ce ff 15 a0 42 00 00 85 db 0f 84 bb 00 00 00 48 ff 45 00 33 db 48 8b 05 bb 42 00 00 4c 8b fd | .....B..........H.E.3.H...B..L.. |
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| 4a7a0 | 48 8b cd ff 15 5f 42 00 00 4d 8b c4 48 8b d3 49 8b cf e8 d9 43 fc ff eb 0b 49 8b d4 48 8b cd e8 | H...._B..M..H..I....C....I..H... |
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| 4a840 | 8b 15 f2 cc 05 00 48 8b ce 48 8b 46 08 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 | ......H..H.F.L......M..t.A...... |
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| 4a880 | fc e1 fb ff 8b d8 85 c0 79 10 bb 2b 02 00 00 41 be 2e 19 00 00 e9 da 00 00 00 48 83 2f 01 75 09 | ........y..+...A..........H./.u. |
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| 4aa80 | 48 89 5c 24 20 55 56 57 41 54 41 55 41 56 41 57 48 81 ec 80 00 00 00 48 8b 05 c2 09 03 00 48 33 | H.\$.UVWATAUAVAWH......H......H3 |
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| 4aae0 | 60 4c 89 7c 24 68 4c 89 74 24 70 4d 85 c0 0f 84 cb 01 00 00 48 83 fe 05 0f 87 f6 01 00 00 48 8d | `L.|$hL.t$pM........H.........H. |
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| 4ab20 | 7c 24 68 4c 8b 62 28 4c 89 64 24 60 48 8b 6a 20 48 89 6c 24 58 4c 8b 6a 18 4c 89 6c 24 50 49 8b | |$hL.b(L.d$`H.j.H.l$XL.j.L.l$PI. |
| 4ab40 | c8 ff 15 c9 3f 00 00 48 8b d8 48 8b c6 48 85 f6 74 2a 48 83 e8 01 74 4e 48 8b 7c 24 40 48 83 e8 | ....?..H..H..H..t*H...tNH.|$@H.. |
| 4ab60 | 01 74 75 48 83 e8 01 0f 84 98 00 00 00 48 83 f8 01 0f 84 bb 00 00 00 e9 e3 00 00 00 48 8b 15 dd | .tuH.........H..............H... |
| 4ab80 | c7 05 00 48 8b 4c 24 40 4c 8b 42 18 ff 15 76 3c 00 00 48 89 44 24 50 4c 8b e8 48 85 c0 0f 84 16 | ...H.L$@L.B...v<..H.D$PL..H..... |
| 4aba0 | 01 00 00 48 ff cb 48 85 db 0f 8e dd 01 00 00 48 8b 15 da c5 05 00 48 8b 7c 24 40 48 8b cf 4c 8b | ...H..H........H......H.|$@H..L. |
| 4abc0 | 42 18 ff 15 40 3c 00 00 48 85 c0 74 0b 48 8b e8 48 89 44 24 58 48 ff cb 48 85 db 0f 8e ab 01 00 | B...@<..H..t.H..H.D$XH..H....... |
| 4abe0 | 00 48 8b 15 c0 c1 05 00 48 8b cf 4c 8b 42 18 ff 15 13 3c 00 00 48 85 c0 74 0b 4c 8b e0 48 89 44 | .H......H..L.B....<..H..t.L..H.D |
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| 4ac60 | 85 db 0f 8e 24 01 00 00 48 8d 05 49 b0 05 00 48 8b cf 48 89 44 24 28 4c 8d 4c 24 50 48 8d 15 dd | ....$...H..I...H..H.D$(L.L$PH... |
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| 4aca0 | 4c 8b 7c 24 68 4c 8b 64 24 60 48 8b 6c 24 58 4c 8b 6c 24 50 e9 d3 00 00 00 48 8b 77 10 eb 35 48 | L.|$hL.d$`H.l$XL.l$P.....H.w..5H |
| 4acc0 | 8b c6 48 83 e8 01 0f 84 bc 00 00 00 48 83 e8 01 0f 84 ae 00 00 00 48 83 e8 01 0f 84 a0 00 00 00 | ..H.........H.........H......... |
| 4ace0 | 48 83 e8 01 0f 84 92 00 00 00 48 83 f8 01 0f 84 84 00 00 00 48 83 fe 01 48 89 74 24 30 48 8d 05 | H.........H.........H...H.t$0H.. |
| 4ad00 | 14 d7 05 00 ba 05 00 00 00 48 8d 0d dc 6b 05 00 48 0f 4c c8 4c 8d 0d 5d 78 05 00 48 89 4c 24 28 | .........H...k..H.L.L..]x..H.L$( |
| 4ad20 | 4c 8d 05 81 af 05 00 48 8b 0d 7a 3b 00 00 b8 01 00 00 00 0f 4d c2 48 8d 15 33 78 05 00 4c 0f 4d | L......H..z;........M.H..3x..L.M |
| 4ad40 | ca 48 89 44 24 20 48 8d 15 db 77 05 00 48 8b 09 ff 15 2a 3d 00 00 ba 3c 17 00 00 4c 8b 0d f6 c1 | .H.D$.H...w..H....*=...<...L.... |
| 4ad60 | 00 00 48 8d 0d 0f af 05 00 41 b8 ba 01 00 00 e8 ec 0a fc ff 33 c0 eb 31 4c 8b 72 38 4c 8b 7a 30 | ..H......A..........3..1L.r8L.z0 |
| 4ad80 | 4c 8b 62 28 48 8b 6a 20 4c 8b 6a 18 48 8b 4c 24 48 4d 8b cc 4c 89 74 24 28 4c 8b c5 49 8b d5 4c | L.b(H.j.L.j.H.L$HM..L.t$(L..I..L |
| 4ada0 | 89 7c 24 20 e8 f7 e4 ff ff 48 8b 4c 24 78 48 33 cc e8 1a cb fb ff 48 8b 9c 24 d8 00 00 00 48 81 | .|$......H.L$xH3......H..$....H. |
| 4adc0 | c4 80 00 00 00 41 5f 41 5e 41 5d 41 5c 5f 5e 5d c3 0f 1f 00 3e b7 04 00 35 b7 04 00 2c b7 04 00 | .....A_A^A]A\_^]....>...5...,... |
| 4ade0 | 23 b7 04 00 1a b7 04 00 11 b7 04 00 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | #............................... |
| 4ae00 | 40 57 41 57 48 83 ec 38 48 89 5c 24 50 45 33 ff 48 89 6c 24 58 48 8b e9 48 8b 0d 71 cc 05 00 48 | @WAWH..8H.\$PE3.H.l$XH..H..q...H |
| 4ae20 | 89 74 24 60 4c 89 64 24 68 4c 8b e2 49 8b d0 4c 89 74 24 30 4d 8b f1 e8 84 3e fc ff 48 85 c0 75 | .t$`L.d$hL..I..L.t$0M....>..H..u |
| 4ae40 | 10 bf ab 01 00 00 41 be f5 15 00 00 e9 32 05 00 00 48 8b 0d f0 cc 05 00 4c 8b f8 48 8b 41 18 48 | ......A......2...H......L..H.A.H |
| 4ae60 | 39 05 5a cc 05 00 75 21 48 8b 05 19 c7 05 00 48 85 c0 74 0c 48 ff 00 48 8b 1d 0a c7 05 00 eb 5d | 9.Z...u!H......H..t.H..H.......] |
| 4ae80 | 48 8b 0d d1 ba 05 00 eb 4c 48 8b 3d c8 ba 05 00 48 8b d7 4c 8b 47 18 ff 15 6b 39 00 00 48 8b d8 | H.......LH.=....H..L.G...k9..H.. |
| 4aea0 | 48 8b 05 a1 cc 05 00 48 8b 48 18 48 89 0d 0e cc 05 00 48 89 1d cf c6 05 00 48 85 db 74 05 48 ff | H......H.H.H......H......H..t.H. |
| 4aec0 | 03 eb 1a ff 15 5f 3d 00 00 48 85 c0 74 04 33 db eb 0b 48 8b cf e8 06 4b fc ff 48 8b d8 48 85 db | ....._=..H..t.3...H....K..H..H.. |
| 4aee0 | 75 10 bf ac 01 00 00 41 be 01 16 00 00 e9 91 04 00 00 48 8b 43 08 48 8b cb 48 8b 15 d0 c4 05 00 | u......A..........H.C.H..H...... |
| 4af00 | 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 61 3c 00 00 48 8b f0 48 85 c0 75 10 bf | L......M..t.A......a<..H..H..u.. |
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| 4af40 | 02 00 00 00 48 8b d6 49 8b cf ff 15 20 3b 00 00 48 8b d8 48 85 c0 75 10 bf ac 01 00 00 41 be 06 | ....H..I.....;..H..H..u......A.. |
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| 4bc60 | 48 8b ac 24 80 00 00 00 49 8b cf ff 15 9f 2e 00 00 48 8b d8 48 8b c7 48 85 ff 74 11 48 83 e8 01 | H..$....I........H..H..H..t.H... |
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| 4bca0 | 00 48 89 84 24 80 00 00 00 48 8b e8 48 85 c0 0f 84 f9 00 00 00 48 ff cb 48 8b 15 39 b3 05 00 49 | .H..$....H..H........H..H..9...I |
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| 4d460 | 4d 85 c0 74 05 41 ff d0 eb 06 ff 15 08 17 00 00 4c 8b f0 48 85 c0 75 10 ba 08 11 00 00 41 b8 c4 | M..t.A..........L..H..u......A.. |
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| 4d4a0 | 8b 15 92 aa 05 00 45 33 c0 48 8b 0d 30 ab 05 00 e8 cb 1e fc ff 48 8b d8 48 85 c0 75 10 ba 27 11 | ......E3.H..0........H..H..u..'. |
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| 4d560 | eb 06 ff 15 10 16 00 00 48 8b d8 48 85 c0 75 25 ba 47 11 00 00 41 b8 ca 00 00 00 4c 8b 0d d6 99 | ........H..H..u%.G...A.....L.... |
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| 4d5e0 | cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 20 57 | ................H.\$.H.l$.H.t$.W |
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| 4d620 | 84 96 00 00 00 48 8b c7 48 85 ff 74 13 48 83 f8 01 0f 85 8a 00 00 00 48 8b 5a 18 48 89 5c 24 70 | .....H..H..t.H.........H.Z.H.\$p |
| 4d640 | 49 8b ce ff 15 c7 14 00 00 48 8b e8 48 85 ff 75 24 48 8b 15 20 9e 05 00 49 8b ce 4c 8b 42 18 ff | I........H..H..u$H......I..L.B.. |
| 4d660 | 15 a3 11 00 00 48 89 44 24 70 48 8b d8 48 85 c0 74 3c 48 ff cd 48 85 ed 0f 8e ab 00 00 00 48 8d | .....H.D$pH..H..t<H..H........H. |
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| 4d740 | 74 24 78 48 83 c4 40 41 5f 41 5e 5f c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc | t$xH..@A_A^_.................... |
| 4d760 | 40 53 57 48 83 ec 28 48 8b 15 4a 95 05 00 48 8b d9 e8 aa 21 fc ff 83 f8 ff 74 63 85 c0 0f 84 c6 | @SWH..(H..J...H....!.....tc..... |
| 4d780 | 01 00 00 48 8b 43 08 48 8b cb 48 8b 15 f7 96 05 00 4c 8b 80 90 00 00 00 4d 85 c0 74 05 41 ff d0 | ...H.C.H..H......L......M..t.A.. |
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| 4d820 | 00 00 00 00 4d 85 ed 74 04 49 ff 45 00 4d 85 ff 74 03 49 ff 07 4d 85 e4 74 04 49 ff 04 24 48 8b | ....M..t.I.E.M..t.I..M..t.I..$H. |
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| 4d860 | 06 ff 15 a1 11 00 00 48 85 ed 74 10 48 83 6d 00 01 75 09 48 8b cd ff 15 8c 11 00 00 48 85 ff 74 | .......H..t.H.m..u.H........H..t |
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| 4d8c0 | 4c 89 7b 60 4c 8b 7c 24 20 4c 89 63 68 4c 8b 64 24 48 48 85 c9 74 0c 48 83 29 01 75 06 ff 15 25 | L.{`L.|$.L.chL.d$HH..t.H.).u...% |
| 4d8e0 | 11 00 00 4d 85 f6 74 0f 49 83 2e 01 75 09 49 8b ce ff 15 11 11 00 00 4c 8b 74 24 58 48 85 ed 74 | ...M..t.I...u.I........L.t$XH..t |
| 4d900 | 10 48 83 6d 00 01 75 09 48 8b cd ff 15 f7 10 00 00 48 8b 6c 24 40 48 85 ff 75 16 48 8b 0d 26 12 | .H.m..u.H........H.l$@H..u.H..&. |
| 4d920 | 00 00 ff 15 98 11 00 00 33 c0 48 83 c4 28 5f 5b c3 48 8b cf ff 15 86 11 00 00 48 83 2f 01 75 09 | ........3.H..(_[.H........H./.u. |
| 4d940 | 48 8b cf ff 15 bf 10 00 00 33 c0 48 83 c4 28 5f 5b c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc | H........3.H..(_[............... |
| 4d960 | 48 89 5c 24 08 48 89 6c 24 10 48 89 74 24 18 57 48 83 ec 30 48 8d 5a ff 49 8b f9 49 8b f0 48 8b | H.\$.H.l$.H.t$.WH..0H.Z.I..I..H. |
| 4d980 | e9 49 3b d8 7c 3a 66 66 0f 1f 84 00 00 00 00 00 45 33 c9 c6 44 24 20 00 4c 8b c3 33 d2 48 8b cd | .I;.|:ff........E3..D$..L..3.H.. |
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| 4d9c0 | 48 8b 5c 24 40 48 8b 6c 24 48 48 8b 74 24 50 48 83 c4 30 5f c3 cc cc cc cc cc cc cc cc cc cc cc | H.\$@H.l$HH.t$PH..0_............ |
| 4d9e0 | 48 89 4c 24 08 55 56 41 55 41 56 48 83 ec 28 48 8b 6c 24 70 48 8d 72 ff 4d 8b f1 4d 8b e8 48 8b | H.L$.UVAUAVH..(H.l$pH.r.M..M..H. |
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| 4da20 | 80 00 00 00 48 0f af dd 4c 89 7c 24 20 4c 8b 7c 24 78 49 03 df 48 8b d6 48 8b c8 e8 d0 4f fb ff | ....H...L.|$.L.|$xI..H..H....O.. |
| 4da40 | 48 0f af c5 4d 8b c6 49 8b cc 4a 8d 3c 38 48 8b d7 e8 57 05 00 00 4d 8b c6 48 8b d3 48 8b cf e8 | H...M..I..J.<8H...W...M..H..H... |
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| 4daa0 | c3 cc cc cc cc cc cc cc cc cc cc cc cc cc cc cc 66 90 41 ba 08 00 00 00 4d 3b ca 4d 0f 45 d1 4d | ................f.A.....M;.M.E.M |
| 4dac0 | 8b ca e9 19 ff ff ff cc cc cc cc cc cc cc cc cc 45 33 c9 45 8b c1 48 85 c9 74 2f 49 bb ff ff ff | ................E3.E..H..t/I.... |
| 4dae0 | ff ff ff ff 7f 66 66 66 0f 1f 84 00 00 00 00 00 4e 8b 14 c2 49 8b c3 49 2b c1 4c 3b d0 7f 0f 4d | .....fff........N...I..I+.L;...M |
| 4db00 | 03 ca 49 ff c0 4c 3b c1 72 e6 49 8b c1 c3 48 c7 c0 ff ff ff ff c3 cc cc cc cc cc cc cc cc cc cc | ..I..L;.r.I...H................. |
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| 4fea0 | df 93 1e 5e a5 d0 d9 3f c6 c0 18 84 04 95 d9 3f 93 9f e0 db ae 59 d9 3f 17 cb 33 9b a3 1e d9 3f | ...^...?.......?.....Y.?..3....? |
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| 50060 | 53 df 71 99 cd 92 cc 3f 47 9d d8 b7 f0 35 cc 3f a1 18 be 7a 78 d9 cb 3f aa 31 87 7a 64 7d cb 3f | S.q....?G....5.?...zx..?.1.zd}.? |
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| 500a0 | 5a fe d2 bf d2 b6 c9 3f 27 7c 6a 5f 10 5d c9 3f 69 fa 74 bf af 03 c9 3f 5b 81 92 91 b0 aa c8 3f | Z......?'|j_.].?i.t....?[......? |
| 500c0 | 38 9a 81 8a 12 52 c8 3f 75 71 1f 62 d5 f9 c7 3f 23 a3 68 d3 f8 a1 c7 3f a6 b5 7a 9c 7c 4a c7 3f | 8....R.?uq.b...?#.h....?..z.|J.? |
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| 50120 | d5 75 03 c2 e9 47 c4 3f ae 31 69 8b 25 f4 c3 3f ee d7 e8 aa bf a0 c3 3f 88 ab b4 05 b8 4d c3 3f | .u...G.?.1i.%..?.......?.....M.? |
| 50140 | 65 2a 7c 84 0e fb c2 3f 1a 07 7a 13 c3 a8 c2 3f b7 5e 83 a2 d5 56 c2 3f 34 3c 18 25 46 05 c2 3f | e*|....?..z....?.^...V.?4<.%F..? |
| 50160 | 42 7d 75 92 14 b4 c1 3f 63 2d a8 e5 40 63 c1 3f b9 6e a2 1d cb 12 c1 3f ba 09 52 3d b3 c2 c0 3f | B}u....?c-..@c.?.n.....?..R=...? |
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| 501a0 | 4b a5 9a f2 7b 6f be 3f 8f e8 76 61 b5 d3 bd 3f e5 91 bd b9 ab 38 bd 3f 0a 74 3b 49 5f 9e bc 3f | K...{o.?..va...?.....8.?.t;I_..? |
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| 50200 | 76 11 aa 5a 39 53 b7 3f 4c 4a 69 73 6b c0 b6 3f 18 4d 85 24 61 2e b6 3f a4 66 74 57 1b 9d b5 3f | v..Z9S.?LJisk..?.M.$a..?.ftW...? |
| 50220 | ae 2b fa 06 9b 0c b5 3f 13 22 1b 40 e1 7c b4 3f 86 9a 26 23 ef ed b3 3f 70 3e d9 e4 c5 5f b3 3f | .+.....?.".@.|.?..&#...?p>..._.? |
| 50240 | 11 31 9b cf 66 d2 b2 3f 91 0d dd 44 d3 45 b2 3f 7d 89 97 be 0c ba b1 3f 9d 17 f2 d0 14 2f b1 3f | .1..f..?...D.E.?}......?...../.? |
| 50260 | 25 96 15 2c ed a4 b0 3f 97 e4 30 9e 97 1b b0 3f 35 6e 6c 2b 2c 26 af 3f 81 51 b2 47 d5 16 ae 3f | %..,...?..0....?5nl+,&.?.Q.G...? |
| 50280 | 62 f1 ad fe 2e 09 ad 3f 2c 2a 28 0f 3e fd ab 3f 70 5f 38 90 07 f3 aa 3f 63 55 29 f9 90 ea a9 3f | b......?,*(.>..?p_8....?cU)....? |
| 502a0 | ab b5 68 2a e0 e3 a8 3f 1e 27 af 77 fb de a7 3f 64 d0 98 b3 e9 db a6 3f d4 ad f2 3c b2 da a5 3f | ..h*...?.'.w...?d......?...<...? |
| 502c0 | 5d 27 11 0e 5d db a4 3f cb ee 98 ce f2 dd a3 3f 97 f4 3d e8 7c e2 a2 3f bc 6a 1f 9f 05 e9 a1 3f | ]'..]..?.......?..=.|..?.j.....? |
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| 50340 | 78 a4 8d 0d 04 41 88 3f e0 cf 1a 42 96 eb 84 3f 92 2f 95 29 92 a5 81 3f 37 68 ec f8 60 e1 7c 3f | x....A.?...B...?./.)...?7h..`.|? |
| 50360 | 5d b8 0c d9 a8 9e 76 3f fd b1 b0 03 1f 8a 70 3f 67 b0 c1 43 9f 5f 65 3f 0f f7 b9 b6 05 a6 54 3f | ].....v?......p?g..C._e?......T? |
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| 503c0 | 48 ed 7c 00 08 1b 7d 00 7f 43 7d 00 8b 67 7d 00 db 87 7d 00 fc a4 7d 00 61 bf 7d 00 67 d7 7d 00 | H.|...}..C}..g}...}...}.a.}.g.}. |
| 503e0 | 5d ed 7d 00 83 01 7e 00 11 14 7e 00 34 25 7e 00 15 35 7e 00 d5 43 7e 00 93 51 7e 00 67 5e 7e 00 | ].}...~...~.4%~..5~..C~..Q~.g^~. |
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| 50740 | 2f cc 7e 00 37 bf 7e 00 9d b0 7e 00 0a a0 7e 00 0d 8d 7e 00 10 77 7e 00 47 5d 7e 00 93 3e 7e 00 | /.~.7.~...~...~...~..w~.G]~..>~. |
| 50760 | 59 19 7e 00 2c eb 7d 00 36 b0 7d 00 03 62 7d 00 b9 f4 7c 00 d2 4f 7c 00 30 36 7b 00 d2 d2 78 00 | Y.~.,.}.6.}..b}...|..O|.06{...x. |
| 50780 | dc 49 fa 34 5f 68 dc 32 7a 85 12 33 ca e5 2b 33 e7 0f 40 33 61 18 51 33 69 02 60 33 7b 61 6d 33 | .I.4_h.2z..3..+3..@3a.Q3i.`3{am3 |
| 507a0 | 41 92 79 33 91 69 82 33 2a a8 87 33 35 95 8c 33 14 3d 91 33 72 a9 95 33 fe e1 99 33 f6 ec 9d 33 | A.y3.i.3*..35..3.=.3r..3...3...3 |
| 507c0 | 7c cf a1 33 da 8d a5 33 ab 2b a9 33 05 ac ac 33 8e 11 b0 33 93 5e b3 33 15 95 b6 33 d7 b6 b9 33 | |..3...3.+.3...3...3.^.3...3...3 |
| 507e0 | 69 c5 bc 33 2d c2 bf 33 63 ae c2 33 25 8b c5 33 75 59 c8 33 3c 1a cb 33 4c ce cd 33 67 76 d0 33 | i..3-..3c..3%..3uY.3<..3L..3gv.3 |
| 50800 | 3b 13 d3 33 6b a5 d5 33 8b 2d d8 33 24 ac da 33 b4 21 dd 33 b1 8e df 33 88 f3 e1 33 9d 50 e4 33 | ;..3k..3.-.3$..3.!.3...3...3.P.3 |
| 50820 | 50 a6 e6 33 f8 f4 e8 33 e9 3c eb 33 70 7e ed 33 d5 b9 ef 33 5e ef f1 33 4a 1f f4 33 d6 49 f6 33 | P..3...3.<.3p~.3...3^..3J..3.I.3 |
| 50840 | 3c 6f f8 33 b3 8f fa 33 6d ab fc 33 9c c2 fe 33 b7 6a 00 34 08 72 01 34 55 77 02 34 b3 7a 03 34 | <o.3...3m..3...3.j.4.r.4Uw.4.z.4 |
| 50860 | 35 7c 04 34 ec 7b 05 34 eb 79 06 34 42 76 07 34 02 71 08 34 38 6a 09 34 f5 61 0a 34 46 58 0b 34 | 5|.4.{.4.y.4Bv.4.q.48j.4.a.4FX.4 |
| 50880 | 39 4d 0c 34 db 40 0d 34 38 33 0e 34 5d 24 0f 34 55 14 10 34 2c 03 11 34 ec f0 11 34 a0 dd 12 34 | 9M.4.@.483.4]$.4U..4,..4...4...4 |
| 508a0 | 53 c9 13 34 0e b4 14 34 db 9d 15 34 c3 86 16 34 cf 6e 17 34 08 56 18 34 77 3c 19 34 24 22 1a 34 | S..4...4...4...4.n.4.V.4w<.4$".4 |
| 508c0 | 16 07 1b 34 56 eb 1b 34 eb ce 1c 34 de b1 1d 34 35 94 1e 34 f7 75 1f 34 2c 57 20 34 d9 37 21 34 | ...4V..4...4...45..4.u.4,W.4.7!4 |
| 508e0 | 07 18 22 34 bc f7 22 34 fd d6 23 34 d2 b5 24 34 40 94 25 34 4d 72 26 34 01 50 27 34 5f 2d 28 34 | .."4.."4..#4..$4@.%4Mr&4.P'4_-(4 |
| 50900 | 70 0a 29 34 37 e7 29 34 ba c3 2a 34 00 a0 2b 34 0e 7c 2c 34 e9 57 2d 34 97 33 2e 34 1c 0f 2f 34 | p.)47.)4..*4..+4.|,4.W-4.3.4../4 |
| 50920 | 7e ea 2f 34 c3 c5 30 34 ef a0 31 34 08 7c 32 34 13 57 33 34 14 32 34 34 11 0d 35 34 0f e8 35 34 | ~./4..04..14.|24.W34.244..54..54 |
| 50940 | 13 c3 36 34 22 9e 37 34 40 79 38 34 73 54 39 34 bf 2f 3a 34 2a 0b 3b 34 b8 e6 3b 34 6e c2 3c 34 | ..64".74@y84sT94./:4*.;4..;4n.<4 |
| 50960 | 52 9e 3d 34 68 7a 3e 34 b4 56 3f 34 3d 33 40 34 07 10 41 34 16 ed 41 34 71 ca 42 34 1b a8 43 34 | R.=4hz>4.V?4=3@4..A4..A4q.B4..C4 |
| 50980 | 1b 86 44 34 75 64 45 34 2d 43 46 34 4b 22 47 34 d1 01 48 34 c7 e1 48 34 31 c2 49 34 14 a3 4a 34 | ..D4udE4-CF4K"G4..H4..H41.I4..J4 |
| 509a0 | 76 84 4b 34 5c 66 4c 34 cd 48 4d 34 cc 2b 4e 34 61 0f 4f 34 91 f3 4f 34 62 d8 50 34 d9 bd 51 34 | v.K4\fL4.HM4.+N4a.O4..O4b.P4..Q4 |
| 509c0 | fd a3 52 34 d4 8a 53 34 63 72 54 34 b2 5a 55 34 c6 43 56 34 a7 2d 57 34 5a 18 58 34 e8 03 59 34 | ..R4..S4crT4.ZU4.CV4.-W4Z.X4..Y4 |
| 509e0 | 55 f0 59 34 aa dd 5a 34 ee cb 5b 34 28 bb 5c 34 5f ab 5d 34 9b 9c 5e 34 e5 8e 5f 34 43 82 60 34 | U.Y4..Z4..[4(.\4_.]4..^4.._4C.`4 |
| 50a00 | bf 76 61 34 61 6c 62 34 30 63 63 34 37 5b 64 34 7e 54 65 34 0e 4f 66 34 f2 4a 67 34 32 48 68 34 | .va4alb40cc47[d4~Te4.Of4.Jg42Hh4 |
| 50a20 | d9 46 69 34 f1 46 6a 34 85 48 6b 34 a0 4b 6c 34 4d 50 6d 34 98 56 6e 34 8d 5e 6f 34 38 68 70 34 | .Fi4.Fj4.Hk4.Kl4MPm4.Vn4.^o48hp4 |
| 50a40 | a6 73 71 34 e5 80 72 34 01 90 73 34 0a a1 74 34 0e b4 75 34 1c c9 76 34 43 e0 77 34 94 f9 78 34 | .sq4..r4..s4..t4..u4..v4C.w4..x4 |
| 50a60 | 20 15 7a 34 f9 32 7b 34 30 53 7c 34 d9 75 7d 34 07 9b 7e 34 ce c2 7f 34 a2 76 80 34 40 0d 81 34 | ..z4.2{40S|4.u}4..~4...4.v.4@..4 |
| 50a80 | 4c a5 81 34 d2 3e 82 34 e0 d9 82 34 81 76 83 34 c4 14 84 34 b8 b4 84 34 6c 56 85 34 ef f9 85 34 | L..4.>.4...4.v.4...4...4lV.4...4 |
| 50aa0 | 52 9f 86 34 a6 46 87 34 ff ef 87 34 70 9b 88 34 0d 49 89 34 eb f8 89 34 22 ab 8a 34 ca 5f 8b 34 | R..4.F.4...4p..4.I.4...4"..4._.4 |
| 50ac0 | fc 16 8c 34 d3 d0 8c 34 6c 8d 8d 34 e5 4c 8e 34 60 0f 8f 34 fe d4 8f 34 e5 9d 90 34 3c 6a 91 34 | ...4...4l..4.L.4`..4...4...4<j.4 |
| 50ae0 | 2d 3a 92 34 e6 0d 93 34 98 e5 93 34 76 c1 94 34 bb a1 95 34 a2 86 96 34 6e 70 97 34 67 5f 98 34 | -:.4...4...4v..4...4...4np.4g_.4 |
| 50b00 | db 53 99 34 20 4e 9a 34 94 4e 9b 34 9d 55 9c 34 ac 63 9d 34 3e 79 9e 34 dd 96 9f 34 25 bd a0 34 | .S.4.N.4.N.4.U.4.c.4>y.4...4%..4 |
| 50b20 | c1 ec a1 34 72 26 a3 34 14 6b a4 34 9d bb a5 34 28 19 a7 34 fb 84 a8 34 8b 00 aa 34 8d 8d ab 34 | ...4r&.4.k.4...4(..4...4...4...4 |
| 50b40 | 04 2e ad 34 51 e4 ae 34 4e b3 b0 34 74 9e b2 34 06 aa b4 34 5c db b6 34 48 39 b9 34 ab cc bb 34 | ...4Q..4N..4t..4...4\..4H9.4...4 |
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| 50b80 | 00 00 80 3f 56 23 7a 3f a3 ba 75 3f 8f f8 71 3f 7d 9b 6e 3f 90 84 6b 3f 4c a2 68 3f 9d e9 65 3f | ...?V#z?..u?..q?}.n?..k?L.h?..e? |
| 50ba0 | f6 52 63 3f e7 d8 60 3f 5a 77 5e 3f 2a 2b 5c 3f d4 f1 59 3f 52 c9 57 3f f8 af 55 3f 5f a4 53 3f | .Rc?..`?Zw^?*+\?..Y?R.W?..U?_.S? |
| 50bc0 | 58 a5 51 3f df b1 4f 3f 14 c9 4d 3f 33 ea 4b 3f 8e 14 4a 3f 8e 47 48 3f aa 82 46 3f 6a c5 44 3f | X.Q?..O?..M?3.K?..J?.GH?..F?j.D? |
| 50be0 | 60 0f 43 3f 28 60 41 3f 6a b7 3f 3f d4 14 3e 3f 1a 78 3c 3f f8 e0 3a 3f 30 4f 39 3f 86 c2 37 3f | `.C?(`A?j.??..>?.x<?..:?0O9?..7? |
| 50c00 | c5 3a 36 3f bb b7 34 3f 39 39 33 3f 15 bf 31 3f 25 49 30 3f 43 d7 2e 3f 4d 69 2d 3f 21 ff 2b 3f | .:6?..4?993?..1?%I0?C..?Mi-?!.+? |
| 50c20 | a0 98 2a 3f ab 35 29 3f 27 d6 27 3f fa 79 26 3f 0c 21 25 3f 43 cb 23 3f 8a 78 22 3f cc 28 21 3f | ..*?.5)?'.'?.y&?.!%?C.#?.x"?.(!? |
| 50c40 | f5 db 1f 3f f1 91 1e 3f ad 4a 1d 3f 19 06 1c 3f 24 c4 1a 3f be 84 19 3f d8 47 18 3f 63 0d 17 3f | ...?...?.J.?...?$..?...?.G.?c..? |
| 50c60 | 51 d5 15 3f 94 9f 14 3f 21 6c 13 3f eb 3a 12 3f e5 0b 11 3f 05 df 0f 3f 40 b4 0e 3f 8b 8b 0d 3f | Q..?...?!l.?.:.?...?...?@..?...? |
| 50c80 | dc 64 0c 3f 29 40 0b 3f 69 1d 0a 3f 92 fc 08 3f 9d dd 07 3f 81 c0 06 3f 34 a5 05 3f b1 8b 04 3f | .d.?)@.?i..?...?...?...?4..?...? |
| 50ca0 | ee 73 03 3f e5 5d 02 3f 8f 49 01 3f e4 36 00 3f bc 4b fe 3e ed 2c fc 3e 4e 11 fa 3e d4 f8 f7 3e | .s.?.].?.I.?.6.?.K.>.,.>N..>...> |
| 50cc0 | 71 e3 f5 3e 1b d1 f3 3e c7 c1 f1 3e 6a b5 ef 3e fa ab ed 3e 6b a5 eb 3e b5 a1 e9 3e ce a0 e7 3e | q..>...>...>j..>...>k..>...>...> |
| 50ce0 | ac a2 e5 3e 46 a7 e3 3e 93 ae e1 3e 8c b8 df 3e 27 c5 dd 3e 5c d4 db 3e 23 e6 d9 3e 75 fa d7 3e | ...>F..>...>...>'..>\..>#..>u..> |
| 50d00 | 4a 11 d6 3e 9a 2a d4 3e 5f 46 d2 3e 92 64 d0 3e 2b 85 ce 3e 24 a8 cc 3e 77 cd ca 3e 1d f5 c8 3e | J..>.*.>_F.>.d.>+..>$..>w..>...> |
| 50d20 | 10 1f c7 3e 4a 4b c5 3e c5 79 c3 3e 7c aa c1 3e 69 dd bf 3e 85 12 be 3e cd 49 bc 3e 3b 83 ba 3e | ...>JK.>.y.>|..>i..>...>.I.>;..> |
| 50d40 | ca be b8 3e 74 fc b6 3e 35 3c b5 3e 09 7e b3 3e ea c1 b1 3e d4 07 b0 3e c2 4f ae 3e b1 99 ac 3e | ...>t..>5<.>.~.>...>...>.O.>...> |
| 50d60 | 9c e5 aa 3e 7e 33 a9 3e 54 83 a7 3e 1b d5 a5 3e cd 28 a4 3e 67 7e a2 3e e7 d5 a0 3e 47 2f 9f 3e | ...>~3.>T..>...>.(.>g~.>...>G/.> |
| 50d80 | 84 8a 9d 3e 9b e7 9b 3e 89 46 9a 3e 4a a7 98 3e dc 09 97 3e 3a 6e 95 3e 62 d4 93 3e 51 3c 92 3e | ...>...>.F.>J..>...>:n.>b..>Q<.> |
| 50da0 | 04 a6 90 3e 78 11 8f 3e aa 7e 8d 3e 97 ed 8b 3e 3e 5e 8a 3e 9a d0 88 3e ab 44 87 3e 6c ba 85 3e | ...>x..>.~.>...>>^.>...>.D.>l..> |
| 50dc0 | dc 31 84 3e f9 aa 82 3e c0 25 81 3e 5c 44 7f 3e 84 40 7c 3e f3 3f 79 3e a5 42 76 3e 96 48 73 3e | .1.>...>.%.>\D.>.@|>.?y>.Bv>.Hs> |
| 50de0 | c1 51 70 3e 23 5e 6d 3e b8 6d 6a 3e 7c 80 67 3e 6d 96 64 3e 86 af 61 3e c4 cb 5e 3e 24 eb 5b 3e | .Qp>#^m>.mj>|.g>m.d>..a>..^>$.[> |
| 50e00 | a3 0d 59 3e 3d 33 56 3e f0 5b 53 3e ba 87 50 3e 96 b6 4d 3e 83 e8 4a 3e 7e 1d 48 3e 85 55 45 3e | ..Y>=3V>.[S>..P>..M>..J>~.H>.UE> |
| 50e20 | 94 90 42 3e ab ce 3f 3e c7 0f 3d 3e e5 53 3a 3e 04 9b 37 3e 22 e5 34 3e 3d 32 32 3e 54 82 2f 3e | ..B>..?>..=>.S:>..7>".4>=22>T./> |
| 50e40 | 64 d5 2c 3e 6d 2b 2a 3e 6d 84 27 3e 63 e0 24 3e 4e 3f 22 3e 2c a1 1f 3e fd 05 1d 3e c0 6d 1a 3e | d.,>m+*>m.'>c.$>N?">,..>...>.m.> |
| 50e60 | 74 d8 17 3e 19 46 15 3e ad b6 12 3e 31 2a 10 3e a5 a0 0d 3e 07 1a 0b 3e 59 96 08 3e 9a 15 06 3e | t..>.F.>...>1*.>...>...>Y..>...> |
| 50e80 | ca 97 03 3e eb 1c 01 3e f6 49 fd 3d f9 5f f8 3d e0 7b f3 3d ab 9d ee 3d 5e c5 e9 3d fa f2 e4 3d | ...>...>.I.=._.=.{.=...=^..=...= |
| 50ea0 | 83 26 e0 3d fc 5f db 3d 67 9f d6 3d ca e4 d1 3d 27 30 cd 3d 84 81 c8 3d e5 d8 c3 3d 50 36 bf 3d | .&.=._.=g..=...='0.=...=...=P6.= |
| 50ec0 | cb 99 ba 3d 5c 03 b6 3d 09 73 b1 3d db e8 ac 3d d8 64 a8 3d 0a e7 a3 3d 79 6f 9f 3d 2f fe 9a 3d | ...=\..=.s.=...=.d.=...=yo.=/..= |
| 50ee0 | 36 93 96 3d 9a 2e 92 3d 66 d0 8d 3d a7 78 89 3d 69 27 85 3d bd dc 80 3d 61 31 79 3d aa b6 70 3d | 6..=...=f..=.x.=i'.=...=a1y=..p= |
| 50f00 | 78 49 68 3d f0 e9 5f 3d 3d 98 57 3d 88 54 4f 3d 01 1f 47 3d dc f7 3e 3d 4e df 36 3d 92 d5 2e 3d | xIh=.._==.W=.TO=..G=..>=N.6=...= |
| 50f20 | e8 da 26 3d 96 ef 1e 3d e7 13 17 3d 2d 48 0f 3d c1 8c 07 3d 0f c4 ff 3c d7 90 f0 3c cc 80 e1 3c | ..&=...=...=-H.=...=...<...<...< |
| 50f40 | fa 94 d2 3c 8e ce c3 3c d8 2e b5 3c 58 b7 a6 3c c4 69 98 3c 1a 48 8a 3c 52 a9 78 3c 69 24 5d 3c | ...<...<...<X..<.i.<.H.<R.x<i$]< |
| 50f60 | 20 08 42 3c b2 5c 27 3c 91 2c 0d 3c 08 0b e7 3b 47 f5 b4 3b f8 50 84 3b fa fc 2a 3b 2e 30 a5 3a | ..B<.\'<.,.<...;G..;.P.;..*;.0.: |
| 50f80 | c6 97 24 27 14 52 1c 00 00 00 00 00 00 00 00 00 7e 31 9c d7 5b 7d 13 00 10 3c 3f 8e f5 6e 18 00 | ..$'.R..........~1..[}...<?..n.. |
| 50fa0 | ae b0 0e 32 b7 9b 1a 00 7c 44 19 f7 27 d1 1b 00 1a 65 88 0f 1d 95 1c 00 72 39 5c 2d fe 1b 1d 00 | ...2....|D..'....e......r9\-.... |
| 50fc0 | b2 18 6b d5 5b 7e 1d 00 70 2c 17 dd 34 c9 1d 00 c8 9d ac df 09 04 1e 00 36 78 d4 71 7b 33 1e 00 | ..k.[~..p,..4...........6x.q{3.. |
| 50fe0 | a2 b7 7c 17 8b 5a 1e 00 6c 04 6f 09 42 7b 1e 00 3e ae 08 af 0d 97 1e 00 9e f0 4e b1 f5 ae 1e 00 | ..|..Z..l.o.B{..>.........N..... |
| 51000 | 56 65 b4 07 bd c3 1e 00 ce 99 87 f0 f6 d5 1e 00 88 56 6e ae 14 e6 1e 00 d0 1c 36 ca 6e f4 1e 00 | Ve...............Vn.......6.n... |
| 51020 | a4 d4 dd 76 4b 01 1f 00 b6 96 a7 13 e3 0c 1f 00 7a f7 f1 69 63 17 1f 00 70 25 45 0c f2 20 1f 00 | ...vK...........z..ic...p%E..... |
| 51040 | 74 a8 51 19 ae 29 1f 00 32 55 b9 8f b1 31 1f 00 06 c1 57 51 12 39 1f 00 4c 69 6e eb e2 3f 1f 00 | t.Q..)..2U...1....WQ.9..Lin..?.. |
| 51060 | fa 88 d7 32 33 46 1f 00 0e 3a 1d bf 10 4c 1f 00 22 33 5c 4c 87 51 1f 00 c0 ec c3 09 a1 56 1f 00 | ...23F...:...L.."3\L.Q.......V.. |
| 51080 | 96 99 09 d9 66 5b 1f 00 8c d0 10 82 e0 5f 1f 00 72 57 44 dd 14 64 1f 00 78 96 85 f6 09 68 1f 00 | ....f[......._..rWD..d..x....h.. |
| 510a0 | e6 02 2b 2a c5 6b 1f 00 f4 e4 32 3d 4b 6f 1f 00 3a f1 90 71 a0 72 1f 00 d6 09 4d 97 c8 75 1f 00 | ..+*.k....2=Ko..:..q.r....M..u.. |
| 510c0 | c0 5c 04 1b c7 78 1f 00 f4 3f 41 12 9f 7b 1f 00 8a 9f 07 46 53 7e 1f 00 38 11 e2 3b e6 80 1f 00 | .\...x...?A..{.....FS~..8..;.... |
| 510e0 | 62 91 ad 3d 5a 83 1f 00 12 b9 56 60 b1 85 1f 00 62 42 b2 89 ed 87 1f 00 fa 74 93 75 10 8a 1f 00 | b..=Z.....V`....bB.......t.u.... |
| 51100 | ac 39 3d ba 1b 8c 1f 00 4a d0 45 cc 10 8e 1f 00 16 3e 01 02 f1 8f 1f 00 e0 58 83 96 bd 91 1f 00 | .9=.....J.E......>.......X...... |
| 51120 | d8 af 47 ac 77 93 1f 00 da 64 8b 4f 20 95 1f 00 92 38 63 78 b8 96 1f 00 92 88 96 0c 41 98 1f 00 | ..G.w....d.O.....8cx........A... |
| 51140 | 80 ba 46 e1 ba 99 1f 00 00 7f 69 bc 26 9b 1f 00 7a 71 1b 56 85 9c 1f 00 02 d8 cf 59 d7 9d 1f 00 | ..F.......i.&...zq.V.......Y.... |
| 51160 | ce a1 61 67 1d 9f 1f 00 c0 36 09 14 58 a0 1f 00 38 33 3a eb 87 a1 1f 00 fc c4 6b 6f ad a2 1f 00 | ..ag.....6..X...83:.......ko.... |
| 51180 | 82 06 ce 1a c9 a3 1f 00 a2 6a ee 5f db a4 1f 00 7c 09 4d aa e4 a5 1f 00 82 67 e4 5e e5 a6 1f 00 | .........j._....|.M......g.^.... |
| 511a0 | c4 1e a5 dc dd a7 1f 00 74 a8 e6 7c ce a8 1f 00 ee 5f ce 93 b7 a9 1f 00 58 b8 ad 70 99 aa 1f 00 | ........t..|....._......X..p.... |
| 511c0 | 32 82 58 5e 74 ab 1f 00 84 05 74 a3 48 ac 1f 00 e8 9f bf 82 16 ad 1f 00 c0 82 57 3b de ad 1f 00 | 2.X^t.....t.H.............W;.... |
| 511e0 | 6c 1d f2 08 a0 ae 1f 00 7e b0 18 24 5c af 1f 00 12 7a 5b c2 12 b0 1f 00 f4 df 81 16 c4 b0 1f 00 | l.......~..$\....z[............. |
| 51200 | fa f1 b6 50 70 b1 1f 00 3a 96 b2 9e 17 b2 1f 00 4a a8 df 2b ba b2 1f 00 18 4e 7f 21 58 b3 1f 00 | ...Pp...:.......J..+.....N.!X... |
| 51220 | 0c be c9 a6 f1 b3 1f 00 d6 ac 0c e1 86 b4 1f 00 fc 93 c7 f3 17 b5 1f 00 aa fd c5 00 a5 b5 1f 00 | ................................ |
| 51240 | 58 fe 37 28 2e b6 1f 00 0a 01 c9 88 b3 b6 1f 00 98 07 b5 3f 35 b7 1f 00 a8 7d dc 68 b3 b7 1f 00 | X.7(...............?5....}.h.... |
| 51260 | 08 ba d6 1e 2e b8 1f 00 f6 47 03 7b a5 b8 1f 00 74 0f 9a 95 19 b9 1f 00 04 72 ba 85 8a b9 1f 00 | .........G.{....t........r...... |
| 51280 | 26 6f 79 61 f8 b9 1f 00 86 e2 ee 3d 63 ba 1f 00 16 ec 41 2f cb ba 1f 00 44 91 b4 48 30 bb 1f 00 | &oya.......=c.....A/....D..H0... |
| 512a0 | e2 a4 ae 9c 92 bb 1f 00 9e 02 c8 3c f2 bb 1f 00 94 29 d2 39 4f bc 1f 00 d4 40 e1 a3 a9 bc 1f 00 | ...........<.....).9O....@...... |
| 512c0 | 9e 8f 54 8a 01 bd 1f 00 9c 72 de fb 56 bd 1f 00 6a d6 8b 06 aa bd 1f 00 40 3f cb b7 fa bd 1f 00 | ..T......r..V...j.......@?...... |
| 512e0 | de 64 73 1c 49 be 1f 00 5e 69 c9 40 95 be 1f 00 28 b1 86 30 df be 1f 00 74 61 de f6 26 bf 1f 00 | .ds.I...^i.@....(..0....ta..&... |
| 51300 | e2 8a 82 9e 6c bf 1f 00 c4 04 a9 31 b0 bf 1f 00 b0 fd 0f ba f1 bf 1f 00 88 45 02 41 31 c0 1f 00 | ....l......1.............E.A1... |
| 51320 | b2 54 5b cf 6e c0 1f 00 26 14 8b 6d aa c0 1f 00 8a 69 99 23 e4 c0 1f 00 64 8a 29 f9 1b c1 1f 00 | .T[.n...&..m.....i.#....d.)..... |
| 51340 | 42 19 7d f5 51 c1 1f 00 4a 0f 77 1f 86 c1 1f 00 b4 74 9e 7d b8 c1 1f 00 42 ea 20 16 e9 c1 1f 00 | B.}.Q...J.w......t.}....B....... |
| 51360 | de 05 d5 ee 17 c2 1f 00 fe 83 3c 0d 45 c2 1f 00 c2 4f 86 76 70 c2 1f 00 0e 63 90 2f 9a c2 1f 00 | ..........<.E....O.vp....c./.... |
| 51380 | 46 80 e9 3c c2 c2 1f 00 b4 c6 d2 a2 e8 c2 1f 00 ec 22 41 65 0d c3 1f 00 0e 9c de 87 30 c3 1f 00 | F..<............."Ae........0... |
| 513a0 | c6 7e 0b 0e 52 c3 1f 00 f8 66 df fa 71 c3 1f 00 86 28 2a 51 90 c3 1f 00 fa 97 74 13 ad c3 1f 00 | .~..R....f..q....(*Q......t..... |
| 513c0 | 48 33 01 44 c8 c3 1f 00 40 ab cc e4 e1 c3 1f 00 a8 4d 8e f7 f9 c3 1f 00 60 50 b8 7d 10 c4 1f 00 | H3.D....@........M......`P.}.... |
| 513e0 | 68 fd 77 78 25 c4 1f 00 c6 bf b5 e8 38 c4 1f 00 2a 11 15 cf 4a c4 1f 00 e8 47 f4 2b 5b c4 1f 00 | h.wx%.......8...*...J....G.+[... |
| 51400 | 04 45 6c ff 69 c4 1f 00 b2 01 50 49 77 c4 1f 00 b8 fb 2b 09 83 c4 1f 00 f6 7f 45 3e 8d c4 1f 00 | .El.i.....PIw.....+.......E>.... |
| 51420 | 1a d2 99 e7 95 c4 1f 00 b0 30 dd 03 9d c4 1f 00 32 b4 79 91 a2 c4 1f 00 fc 07 8e 8e a6 c4 1f 00 | .........0......2.y............. |
| 51440 | 8c fb eb f8 a8 c4 1f 00 9e ea 16 ce a9 c4 1f 00 34 fa 41 0b a9 c4 1f 00 a0 28 4e ad a6 c4 1f 00 | ................4.A......(N..... |
| 51460 | 74 2e c8 b0 a2 c4 1f 00 e2 2d e6 11 9d c4 1f 00 f4 2d 85 cc 95 c4 1f 00 c0 5e 26 dc 8c c4 1f 00 | t........-.......-.......^&..... |
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| 51560 | 64 f3 92 a0 22 c0 1f 00 b8 72 0f 71 d5 bf 1f 00 8e 48 29 dd 84 bf 1f 00 0a c6 2f c5 30 bf 1f 00 | d..."....r.q.....H)......./.0... |
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| 51620 | 46 e7 03 c8 ce b3 1f 00 3e 9c 53 cf f4 b2 1f 00 52 28 44 32 10 b2 1f 00 04 96 5a 3e 20 b1 1f 00 | F.......>.S.....R(D2......Z>.... |
| 51640 | c2 e1 42 30 24 b0 1f 00 a6 79 c4 31 1b af 1f 00 04 e1 67 57 04 ae 1f 00 72 2d bf 9d de ac 1f 00 | ..B0$....y.1......gW....r-...... |
| 51660 | 0a 06 40 e6 a8 ab 1f 00 28 ff 99 f3 61 aa 1f 00 a2 66 6f 65 08 a9 1f 00 3c 8d 50 b3 9a a7 1f 00 | ..@.....(...a....foe....<.P..... |
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| 516a0 | 0a be 6b 33 04 9f 1f 00 bc f9 79 2b f1 9c 1f 00 c4 ab 15 44 b8 9a 1f 00 b8 2f 78 5b 55 98 1f 00 | ..k3......y+.......D...../x[U... |
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| 516e0 | 06 96 47 ec 2a 89 1f 00 8e db 04 f9 45 85 1f 00 9a 03 36 c3 fd 80 1f 00 26 e9 39 78 42 7c 1f 00 | ..G.*.......E.....6.....&.9xB|.. |
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| 518c0 | cf 2e dd c7 98 04 96 3c e0 68 0c 6d 2d 61 96 3c 44 a9 fa 62 53 bd 96 3c bb 90 79 79 11 19 97 3c | .......<.h.m-a.<D..bS..<..yy...< |
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| 51aa0 | 27 6f 31 bc 41 71 a5 3c f9 9c 4e 6b 3d 9f a5 3c 35 93 11 d4 5b cd a5 3c 26 cf 56 fa 9d fb a5 3c | 'o1.Aq.<..Nk=..<5...[..<&.V....< |
| 51ac0 | 2e 1a 73 e3 04 2a a6 3c 8c 9b 5c 96 91 58 a6 3c ee eb d3 1b 45 87 a6 3c df 3c 8d 7e 20 b6 a6 3c | ..s..*.<..\..X.<....E..<.<.~...< |
| 51ae0 | 08 a6 59 cb 24 e5 a6 3c fb a9 50 11 53 14 a7 3c 1c 04 fa 61 ac 43 a7 3c 30 d1 77 d1 31 73 a7 3c | ..Y.$..<..P.S..<...a.C.<0.w.1s.< |
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| 51ba0 | b6 4f 32 7b fa 88 ab 3c 10 26 07 db 78 bd ab 3c 85 fd 2d 9d 40 f2 ab 3c 2d e0 42 4e 53 27 ac 3c | .O2{...<.&..x..<..-.@..<-.BNS'.< |
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| 51c80 | b7 cf ef 50 05 e5 b0 3c ce ef 0b 66 af 04 b1 3c 4a 15 92 6a 9c 24 b1 3c 2b 3a 6f ec cd 44 b1 3c | ...P...<...f...<J..j.$.<+:o..D.< |
| 51ca0 | c1 04 c4 85 45 65 b1 3c 9e ae 6f dd 04 86 b1 3c 20 78 a2 a7 0d a7 b1 3c 5a 2a 78 a6 61 c8 b1 3c | ....Ee.<..o....<.x.....<Z*x.a..< |
| 51cc0 | 70 33 9b aa 02 ea b1 3c a2 f4 f0 93 f2 0b b2 3c 50 e5 4f 52 33 2e b2 3c ba 3b 40 e6 c6 50 b2 3c | p3.....<.......<P.OR3..<.;@..P.< |
| 51ce0 | a6 da c7 61 af 73 b2 3c 2b 53 42 e9 ee 96 b2 3c 51 db 45 b4 87 ba b2 3c 70 2d 96 0e 7c de b2 3c | ...a.s.<+SB....<Q.E....<p-..|..< |
| 51d00 | 65 59 26 59 ce 02 b3 3c d0 a7 2a 0b 81 27 b3 3c 65 c9 3b b3 96 4c b3 3c 56 a8 8c f8 11 72 b3 3c | eY&Y...<..*..'.<e.;..L.<V....r.< |
| 51d20 | 43 51 34 9c f5 97 b3 3c 83 8b 8d 7a 44 be b3 3c d0 de ad 8c 01 e5 b3 3c ad ee f5 e9 2f 0c b4 3c | CQ4....<...zD..<.......<..../..< |
| 51d40 | f8 42 bd c9 d2 33 b4 3c 2c c9 1b 85 ed 5b b4 3c 32 94 d3 98 83 84 b4 3c 4c a1 5d a7 98 ad b4 3c | .B...3.<,....[.<2......<L.]....< |
| 51d60 | 27 b1 1c 7b 30 d7 b4 3c 08 95 b9 08 4f 01 b5 3c b2 aa ac 71 f8 2b b5 3c 5a a7 f8 06 31 57 b5 3c | '..{0..<....O..<...q.+.<Z...1W.< |
| 51d80 | 61 44 1b 4c fd 82 b5 3c 07 e1 38 fa 61 af b5 3c 9e bd 88 03 64 dc b5 3c 79 18 08 97 08 0a b6 3c | aD.L...<..8.a..<....d..<y......< |
| 51da0 | 94 2e 7b 24 55 38 b6 3c 32 f4 c3 60 4f 67 b6 3c ee 48 97 4a fd 96 b6 3c 1e 7b 9a 2f 65 c7 b6 3c | ..{$U8.<2..`Og.<.H.J...<.{./e..< |
| 51dc0 | 07 25 f4 b1 8d f8 b6 3c 18 d2 5c ce 7d 2a b7 3c c3 71 bd e2 3c 5d b7 3c f9 71 6b b5 d2 90 b7 3c | .%.....<..\.}*.<.q..<].<.qk....< |
| 51de0 | d3 76 14 7d 47 c5 b7 3c 12 14 6e e9 a3 fa b7 3c c3 be c0 2c f1 30 b8 3c 42 73 68 06 39 68 b8 3c | .v.}G..<..n....<...,.0.<Bsh.9h.< |
| 51e00 | ab 5b 69 ce 85 a0 b8 3c 95 36 3b 82 e2 d9 b8 3c 44 75 f3 d2 5a 14 b9 3c 0e 2a fc 34 fb 4f b9 3c | .[i....<.6;....<Du..Z..<.*.4.O.< |
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| 51e40 | ea 86 ad c2 68 8d ba 3c c4 45 d8 82 33 d1 ba 3c 0a b6 03 c0 99 16 bb 3c 0f ea 91 50 b1 5d bb 3c | ....h..<.E..3..<.......<...P.].< |
| 51e60 | 5e da 76 d2 91 a6 bb 3c 77 ef 4b de 54 f1 bb 3c a7 e0 c2 41 16 3e bc 3c f4 c8 c8 42 f4 8c bc 3c | ^.v....<w.K.T..<...A.>.<...B...< |
| 51e80 | 7f a9 f2 ec 0f de bc 3c c5 38 27 6b 8d 31 bd 3c ec 3b ec 6f 94 87 bd 3c 9f f1 4e af 50 e0 bd 3c | .......<.8'k.1.<.;.o...<..N.P..< |
| 51ea0 | 60 09 19 6e f2 3b be 3c c1 83 f3 2a af 9a be 3c 4a ea 50 67 c2 fc be 3c a7 f7 91 97 6e 62 bf 3c | `..n.;.<...*...<J.Pg...<....nb.< |
| 51ec0 | e5 c6 f6 43 fe cb bf 3c 2e ec 62 b3 e2 1c c0 3c ef 8e f5 8b 11 56 c0 3c 4e a5 cb cd c1 91 c0 3c | ...C...<..b....<.....V.<N......< |
| 51ee0 | a0 48 5d 78 31 d0 c0 3c a6 92 43 03 a8 11 c1 3c 2a 44 75 67 78 56 c1 3c d6 c2 b3 bc 03 9f c1 3c | .H]x1..<..C....<*DugxV.<.......< |
| 51f00 | 7c fa c9 a0 bc eb c1 3c 9f 91 59 b6 2b 3d c2 3c a5 aa 49 ae f5 93 c2 3c f0 11 44 8a e3 f0 c2 3c | |......<..Y.+=.<..I....<..D....< |
| 51f20 | 5e f7 cc 27 ee 54 c3 3c 61 b8 c8 c7 4e c1 c3 3c 62 13 e4 66 97 37 c4 3c d1 51 47 cd d7 b9 c4 3c | ^..'.T.<a...N..<b..f.7.<.QG....< |
| 51f40 | f6 73 cf 3c d8 4a c5 3c d2 13 73 e1 7a ee c5 3c 72 bf 4b 6d 67 aa c6 3c 2f c6 ea d6 50 87 c7 3c | .s.<.J.<..s.z..<r.Kmg..</...P..< |
| 51f60 | 19 ed f2 e6 9f 93 c8 3c 85 7b 48 0d dc e9 c9 3c fc 71 da 51 9e c3 cb 3c 83 bb 7e 29 d9 c9 ce 3c | .......<.{H....<.q.Q...<..~)...< |
| 51f80 | 00 00 00 00 00 00 f0 3f 37 11 88 e5 45 05 ee 3f f1 ff 81 50 a6 d0 ec 3f 27 7b eb 7b 00 e5 eb 3f | .......?7...E..?...P...?'{.{...? |
| 51fa0 | 2a 7f e6 0e 0f 21 eb 3f e7 fa 62 a5 ba 76 ea 3f 9b 6d 55 15 97 de e9 3f 39 aa 55 c4 31 54 e9 3f | *....!.?..b..v.?.mU....?9.U.1T.? |
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| 51fe0 | 63 4b a9 5b bb 21 e7 3f c6 18 84 49 c3 c2 e6 3f 06 5c 4f 6d fa 67 e6 3f 66 af a7 c1 ed 10 e6 3f | cK.[.!.?...I...?.\Om.g.?f......? |
| 52000 | 75 ac 4c 69 3d bd e5 3f 73 87 da 82 98 6c e5 3f 9a 89 78 15 ba 1e e5 3f af f8 51 c1 66 d3 e4 3f | u.Li=..?s....l.?..x....?..Q.f..? |
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| 52060 | bd 32 11 11 6d 85 e2 3f a3 50 8c 22 8e 4b e2 3f c8 3e 81 ba ea 12 e2 3f 89 7b 87 19 73 db e1 3f | .2..m..?.P.".K.?.>.....?.{..s..? |
| 52080 | 25 3b 1e c7 18 a5 e1 3f ee 6f ce 6d ce 6f e1 3f 9c 16 33 bc 87 3b e1 3f 8d c3 1c 4a 39 08 e1 3f | %;.....?.o.m.o.?..3..;.?...J9..? |
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| 526a0 | 96 fc 87 da 31 63 97 3f 77 40 a2 72 8b 54 96 3f 51 02 ab a6 3d 49 95 3f be f0 87 ce 51 41 94 3f | ....1c.?w@.r.T.?Q...=I.?....QA.? |
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| 52b80 | 65 27 8b 35 ec c4 02 32 92 b5 56 32 ad 99 8c 32 37 17 a9 32 88 84 c2 32 8f c6 d9 32 c6 66 ef 32 | e'.5...2..V2...27..2...2...2.f.2 |
| 52ba0 | 82 df 01 33 d9 86 0b 33 15 c0 14 33 48 9c 1d 33 ae 28 26 33 c5 6f 2e 33 08 7a 36 33 6f 4e 3e 33 | ...3...3...3H..3.(&3.o.3.z63oN>3 |
| 52bc0 | cb f2 45 33 03 6c 4d 33 46 be 54 33 2f ed 5b 33 df fb 62 33 12 ed 69 33 34 c3 70 33 66 80 77 33 | ..E3.lM3F.T3/.[3..b3..i34.p3f.w3 |
| 52be0 | 93 26 7e 33 b7 5b 82 33 42 9a 85 33 9c cf 88 33 67 fc 8b 33 37 21 8f 33 93 3e 92 33 f7 54 95 33 | .&~3.[.3B..3...3g..37!.3.>.3.T.3 |
| 52c00 | d5 64 98 33 97 6e 9b 33 9f 72 9e 33 46 71 a1 33 e3 6a a4 33 c3 5f a7 33 31 50 aa 33 72 3c ad 33 | .d.3.n.3.r.3Fq.3.j.3._.31P.3r<.3 |
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| 52c40 | 43 f4 c6 33 9e c2 c9 33 f2 8e cc 33 64 59 cf 33 16 22 d2 33 2b e9 d4 33 c2 ae d7 33 fc 72 da 33 | C..3...3...3dY.3.".3+..3...3.r.3 |
| 52c60 | f6 35 dd 33 cd f7 df 33 9d b8 e2 33 81 78 e5 33 94 37 e8 33 f0 f5 ea 33 ab b3 ed 33 e0 70 f0 33 | .5.3...3...3.x.3.7.3...3...3.p.3 |
| 52c80 | a4 2d f3 33 0f ea f5 33 37 a6 f8 33 31 62 fb 33 13 1e fe 33 f9 6c 00 34 f0 ca 01 34 f9 28 03 34 | .-.3...37..31b.3...3.l.4...4.(.4 |
| 52ca0 | 1e 87 04 34 68 e5 05 34 e1 43 07 34 92 a2 08 34 83 01 0a 34 bf 60 0b 34 4d c0 0c 34 37 20 0e 34 | ...4h..4.C.4...4...4.`.4M..47..4 |
| 52cc0 | 85 80 0f 34 3f e1 10 34 6e 42 12 34 1a a4 13 34 4c 06 15 34 0b 69 16 34 61 cc 17 34 54 30 19 34 | ...4?..4nB.4...4L..4.i.4a..4T0.4 |
| 52ce0 | ed 94 1a 34 35 fa 1b 34 32 60 1d 34 ee c6 1e 34 70 2e 20 34 bf 96 21 34 e5 ff 22 34 e8 69 24 34 | ...45..42`.4...4p..4..!4.."4.i$4 |
| 52d00 | d1 d4 25 34 a8 40 27 34 74 ad 28 34 3e 1b 2a 34 0e 8a 2b 34 eb f9 2c 34 df 6a 2e 34 f0 dc 2f 34 | ..%4.@'4t.(4>.*4..+4..,4.j.4../4 |
| 52d20 | 27 50 31 34 8d c4 32 34 29 3a 34 34 04 b1 35 34 26 29 37 34 99 a2 38 34 63 1d 3a 34 8f 99 3b 34 | 'P14..24):44..54&)74..84c.:4..;4 |
| 52d40 | 24 17 3d 34 2b 96 3e 34 ae 16 40 34 b6 98 41 34 4b 1c 43 34 76 a1 44 34 42 28 46 34 b8 b0 47 34 | $.=4+.>4..@4..A4K.C4v.D4B(F4..G4 |
| 52d60 | e0 3a 49 34 c6 c6 4a 34 72 54 4c 34 ef e3 4d 34 47 75 4f 34 84 08 51 34 b2 9d 52 34 da 34 54 34 | .:I4..J4rTL4..M4GuO4..Q4..R4.4T4 |
| 52d80 | 07 ce 55 34 45 69 57 34 9f 06 59 34 20 a6 5a 34 d4 47 5c 34 c7 eb 5d 34 05 92 5f 34 9a 3a 61 34 | ..U4EiW4..Y4..Z4.G\4..]4.._4.:a4 |
| 52da0 | 94 e5 62 34 ff 92 64 34 e8 42 66 34 5c f5 67 34 6a aa 69 34 1f 62 6b 34 8b 1c 6d 34 ba d9 6e 34 | ..b4..d4.Bf4\.g4j.i4.bk4..m4..n4 |
| 52dc0 | be 99 70 34 a4 5c 72 34 7d 22 74 34 59 eb 75 34 48 b7 77 34 5b 86 79 34 a5 58 7b 34 36 2e 7d 34 | ..p4.\r4}"t4Y.u4H.w4[.y4.X{46.}4 |
| 52de0 | 20 07 7f 34 bc 71 80 34 a7 61 81 34 5d 53 82 34 e6 46 83 34 4e 3c 84 34 a0 33 85 34 e5 2c 86 34 | ...4.q.4.a.4]S.4.F.4N<.4.3.4.,.4 |
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| 52e40 | 73 16 98 34 08 3c 99 34 b6 64 9a 34 90 90 9b 34 ad bf 9c 34 24 f2 9d 34 0c 28 9f 34 7f 61 a0 34 | s..4.<.4.d.4...4...4$..4.(.4.a.4 |
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| 52e80 | ea 17 ac 34 10 7b ad 34 20 e3 ae 34 45 50 b0 34 a9 c2 b1 34 7b 3a b3 34 ea b7 b4 34 29 3b b6 34 | ...4.{.4...4EP.4...4{:.4...4);.4 |
| 52ea0 | 6e c4 b7 34 ee 53 b9 34 e7 e9 ba 34 96 86 bc 34 3c 2a be 34 1f d5 bf 34 89 87 c1 34 c8 41 c3 34 | n..4.S.4...4...4<*.4...4...4.A.4 |
| 52ec0 | 2e 04 c5 34 14 cf c6 34 d7 a2 c8 34 da 7f ca 34 88 66 cc 34 52 57 ce 34 b2 52 d0 34 2a 59 d2 34 | ...4...4...4...4.f.4RW.4.R.4*Y.4 |
| 52ee0 | 46 6b d4 34 9c 89 d6 34 ce b4 d8 34 8b ed da 34 8f 34 dd 34 a7 8a df 34 b2 f0 e1 34 a2 67 e4 34 | Fk.4...4...4...4.4.4...4...4.g.4 |
| 52f00 | 7f f0 e6 34 6b 8c e9 34 a4 3c ec 34 85 02 ef 34 93 df f1 34 79 d5 f4 34 13 e6 f7 34 75 13 fb 34 | ...4k..4.<.4...4...4y..4...4u..4 |
| 52f20 | f2 5f fe 34 16 e7 00 35 8c b0 02 35 0e 8e 04 35 8c 81 06 35 40 8d 08 35 c3 b3 0a 35 1e f8 0c 35 | ._.4...5...5...5...5@..5...5...5 |
| 52f40 | e5 5d 0f 35 5e e9 11 35 ad 9f 14 35 1c 87 17 35 71 a7 1a 35 76 0a 1e 35 bb bc 21 35 be ce 25 35 | .].5^..5...5...5q..5v..5..!5..%5 |
| 52f60 | c2 56 2a 35 d7 73 2f 35 3b 53 35 35 87 3a 3c 35 ff 9c 44 35 e0 4e 4f 35 f3 1c 5e 35 c9 4e 76 35 | .V*5.s/5;S55.:<5..D5.NO5..^5.Nv5 |
| 52f80 | 00 00 80 3f 2f 2a 70 3f 33 85 66 3f 04 28 5f 3f 78 08 59 3f d5 b5 53 3f b9 f4 4e 3f 8e a1 4a 3f | ...?/*p?3.f?.(_?x.Y?..S?..N?..J? |
| 52fa0 | 1c a5 46 3f 44 ef 42 3f 51 74 3f 3f 75 2b 3c 3f db 0d 39 3f 1a 16 36 3f d3 3f 33 3f 6e 87 30 3f | ..F?D.B?Qt??u+<?..9?..6?.?3?n.0? |
| 52fc0 | eb e9 2d 3f c4 64 2b 3f d1 f5 28 3f 36 9b 26 3f 58 53 24 3f cd 1c 22 3f 59 f6 1f 3f e2 de 1d 3f | ..-?.d+?..(?6.&?XS$?.."?Y..?...? |
| 52fe0 | 6d d5 1b 3f 1a d9 19 3f 1f e9 17 3f c6 04 16 3f 69 2b 14 3f 71 5c 12 3f 56 97 10 3f 99 db 0e 3f | m..?...?...?...?i+.?q\.?V..?...? |
| 53000 | c6 28 0d 3f 73 7e 0b 3f 3e dc 09 3f ca 41 08 3f c4 ae 06 3f dc 22 05 3f ca 9d 03 3f 47 1f 02 3f | .(.?s~.?>..?.A.?...?.".?...?G..? |
| 53020 | 16 a7 00 3f f0 69 fe 3e 6c 91 fb 3e 37 c4 f8 3e ea 01 f6 3e 2a 4a f3 3e 9c 9c f0 3e ec f8 ed 3e | ...?.i.>l..>7..>...>*J.>...>...> |
| 53040 | cc 5e eb 3e ef cd e8 3e 0f 46 e6 3e e7 c6 e3 3e 37 50 e1 3e c1 e1 de 3e 4b 7b dc 3e 9d 1c da 3e | .^.>...>.F.>...>7P.>...>K{.>...> |
| 53060 | 82 c5 d7 3e c7 75 d5 3e 3b 2d d3 3e b1 eb d0 3e fb b0 ce 3e f0 7c cc 3e 65 4f ca 3e 34 28 c8 3e | ...>.u.>;-.>...>...>.|.>eO.>4(.> |
| 53080 | 38 07 c6 3e 4c ec c3 3e 4e d7 c1 3e 1b c8 bf 3e 95 be bd 3e 9c ba bb 3e 12 bc b9 3e da c2 b7 3e | 8..>L..>N..>...>...>...>...>...> |
| 530a0 | d9 ce b5 3e f4 df b3 3e 12 f6 b1 3e 19 11 b0 3e f1 30 ae 3e 83 55 ac 3e b9 7e aa 3e 7c ac a8 3e | ...>...>...>...>.0.>.U.>.~.>|..> |
| 530c0 | b8 de a6 3e 59 15 a5 3e 49 50 a3 3e 77 8f a1 3e d0 d2 9f 3e 42 1a 9e 3e ba 65 9c 3e 29 b5 9a 3e | ...>Y..>IP.>w..>...>B..>.e.>)..> |
| 530e0 | 7e 08 99 3e a9 5f 97 3e 9a ba 95 3e 43 19 94 3e 94 7b 92 3e 80 e1 90 3e f8 4a 8f 3e ef b7 8d 3e | ~..>._.>...>C..>.{.>...>.J.>...> |
| 53100 | 58 28 8c 3e 27 9c 8a 3e 4e 13 89 3e c3 8d 87 3e 78 0b 86 3e 62 8c 84 3e 78 10 83 3e ac 97 81 3e | X(.>'..>N..>...>x..>b..>x..>...> |
| 53120 | f5 21 80 3e 92 5e 7d 3e 3b 7f 7a 3e d0 a5 77 3e 40 d2 74 3e 77 04 72 3e 62 3c 6f 3e f1 79 6c 3e | .!.>.^}>;.z>..w>@.t>w.r>b<o>.yl> |
| 53140 | 11 bd 69 3e b2 05 67 3e c2 53 64 3e 33 a7 61 3e f3 ff 5e 3e f4 5d 5c 3e 26 c1 59 3e 7a 29 57 3e | ..i>..g>.Sd>3.a>..^>.]\>&.Y>z)W> |
| 53160 | e2 96 54 3e 50 09 52 3e b7 80 4f 3e 07 fd 4c 3e 35 7e 4a 3e 33 04 48 3e f5 8e 45 3e 6e 1e 43 3e | ..T>P.R>..O>..L>5~J>3.H>..E>n.C> |
| 53180 | 92 b2 40 3e 56 4b 3e 3e ae e8 3b 3e 8e 8a 39 3e eb 30 37 3e bb db 34 3e f3 8a 32 3e 88 3e 30 3e | ..@>VK>>..;>..9>.07>..4>..2>.>0> |
| 531a0 | 70 f6 2d 3e a2 b2 2b 3e 13 73 29 3e bb 37 27 3e 8f 00 25 3e 86 cd 22 3e 98 9e 20 3e bc 73 1e 3e | p.->..+>.s)>.7'>..%>..">...>.s.> |
| 531c0 | e9 4c 1c 3e 17 2a 1a 3e 3d 0b 18 3e 54 f0 15 3e 54 d9 13 3e 34 c6 11 3e ed b6 0f 3e 79 ab 0d 3e | .L.>.*.>=..>T..>T..>4..>...>y..> |
| 531e0 | cf a3 0b 3e e9 9f 09 3e c0 9f 07 3e 4c a3 05 3e 87 aa 03 3e 6c b5 01 3e e5 87 ff 3d 2b ac fb 3d | ...>...>...>L..>...>l..>...=+..= |
| 53200 | 9d d7 f7 3d 30 0a f4 3d d8 43 f0 3d 89 84 ec 3d 38 cc e8 3d db 1a e5 3d 68 70 e1 3d d3 cc dd 3d | ...=0..=.C.=...=8..=...=hp.=...= |
| 53220 | 13 30 da 3d 1e 9a d6 3d ea 0a d3 3d 6e 82 cf 3d a2 00 cc 3d 7c 85 c8 3d f4 10 c5 3d 01 a3 c1 3d | .0.=...=...=n..=...=|..=...=...= |
| 53240 | 9c 3b be 3d bc da ba 3d 5a 80 b7 3d 6f 2c b4 3d f3 de b0 3d df 97 ad 3d 2e 57 aa 3d d8 1c a7 3d | .;.=...=Z..=o,.=...=...=.W.=...= |
| 53260 | d7 e8 a3 3d 25 bb a0 3d bd 93 9d 3d 99 72 9a 3d b4 57 97 3d 09 43 94 3d 93 34 91 3d 4d 2c 8e 3d | ...=%..=...=.r.=.W.=.C.=.4.=M,.= |
| 53280 | 34 2a 8b 3d 44 2e 88 3d 79 38 85 3d cf 48 82 3d 86 be 7e 3d a5 f7 78 3d f5 3c 73 3d 72 8e 6d 3d | 4*.=D..=y8.=.H.=..~=..x=.<s=r.m= |
| 532a0 | 18 ec 67 3d e3 55 62 3d d1 cb 5c 3d de 4d 57 3d 0a dc 51 3d 54 76 4c 3d bb 1c 47 3d 41 cf 41 3d | ..g=.Ub=..\=.MW=..Q=TvL=..G=A.A= |
| 532c0 | e6 8d 3c 3d ac 58 37 3d 96 2f 32 3d a9 12 2d 3d e8 01 28 3d 59 fd 22 3d 02 05 1e 3d ec 18 19 3d | ..<=.X7=./2=..-=..(=Y."=...=...= |
| 532e0 | 1e 39 14 3d a3 65 0f 3d 85 9e 0a 3d d0 e3 05 3d 93 35 01 3d b6 27 f9 3c 74 fd ef 3c 83 ec e6 3c | .9.=.e.=...=...=.5.=.'.<t..<...< |
| 53300 | 0b f5 dd 3c 37 17 d5 3c 38 53 cc 3c 43 a9 c3 3c 8f 19 bb 3c 5c a4 b2 3c ed 49 aa 3c 8e 0a a2 3c | ...<7..<8S.<C..<...<\..<.I.<...< |
| 53320 | 91 e6 99 3c 4f de 91 3c 2b f2 89 3c 90 22 82 3c ef df 74 3c c9 b5 65 3c d3 c7 56 3c 53 17 48 3c | ...<O..<+..<.".<..t<..e<..V<S.H< |
| 53340 | b7 a5 39 3c 98 74 2b 3c c6 85 1d 3c 4f db 0f 3c 91 77 02 3c 90 ba ea 3b 4f 1f d1 3b fa 24 b8 3b | ..9<.t+<...<O..<.w.<...;O..;.$.; |
| 53360 | be d4 9f 3b eb 39 88 3b 9c c5 62 3b 48 c4 36 3b 5d a3 0c 3b ab 5d c9 3a 58 90 7d 3a e2 18 ee 39 | ...;.9.;..b;H.6;]..;.].:X.}:...9 |
| 53380 | 33 ad 09 82 b4 3b 0d 40 c1 e8 20 6c aa 83 d1 3f 83 bb 7e 29 d9 c9 1e 40 a4 dd 69 40 53 1d 8c 3e | 3....;.@...l...?..~)...@..i@S..> |
| 533a0 | c9 4e f6 40 00 00 80 33 de 93 07 3d ab aa aa 3e f1 68 e3 88 b5 f8 e4 3e 00 00 00 3f 00 00 80 3f | .N.@...3...=...>.h.....>...?...? |
| 533c0 | 39 b4 c8 76 be 9f 8a 3f 5b b6 d6 17 09 6d 99 3f 6d c5 fe b2 7b f2 a0 3f 68 91 ed 7c 3f 35 ae 3f | 9..v...?[....m.?m...{..?h..|?5.? |
| 533e0 | ec 51 b8 1e 85 eb b1 3f f4 fd d4 78 e9 26 c1 3f 55 55 55 55 55 55 c5 3f 55 55 55 55 55 55 d5 3f | .Q.....?...x.&.?UUUUUU.?UUUUUU.? |
| 53400 | 85 eb 51 b8 1e 85 db 3f 00 00 00 00 00 00 e0 3f 00 00 00 00 00 00 e4 3f b4 be 64 c8 f1 67 ed 3f | ..Q....?.......?.......?..d..g.? |
| 53420 | 72 f9 0f e9 b7 af ed 3f 98 6e 12 83 c0 ca ed 3f 24 97 ff 90 7e fb f1 3f 72 8a 8e e4 f2 1f f2 3f | r......?.n.....?$...~..?r......? |
| 53440 | 00 00 00 00 00 00 00 40 8f c2 f5 28 5c 8f 01 40 3d 0a d7 a3 70 3d 04 40 00 00 00 00 00 00 08 40 | .......@...(\..@=...p=.@.......@ |
| 53460 | 18 2d 44 54 fb 21 09 40 33 33 33 33 33 33 0b 40 42 3e e8 d9 ac fa 0c 40 33 ad 09 82 b4 3b 0d 40 | .-DT.!.@333333.@B>.....@3....;.@ |
| 53480 | 00 00 00 00 00 00 10 40 66 66 66 66 66 66 12 40 18 2d 44 54 fb 21 19 40 00 00 00 00 00 00 1c 40 | .......@ffffff.@.-DT.!.@.......@ |
| 534a0 | 83 bb 7e 29 d9 c9 1e 40 00 00 00 00 00 00 22 40 00 00 00 00 00 00 24 40 9a 99 99 99 99 99 2e 40 | ..~)...@......"@......$@.......@ |
| 534c0 | 00 00 00 00 00 80 34 40 00 00 00 00 00 00 3e 40 00 00 00 00 00 c0 58 40 00 00 00 00 00 80 60 40 | ......4@......>@......X@......`@ |
| 534e0 | 00 00 00 00 00 80 61 40 a4 dd 69 40 00 00 00 00 00 00 00 00 00 e0 7c 40 00 00 00 00 00 b8 ca 40 | ......a@..i@..........|@.......@ |
| 53500 | c9 4e f6 40 00 00 00 00 00 00 00 00 80 4d 04 41 00 00 10 41 00 00 00 00 00 00 00 00 80 84 2e 41 | .N.@.........M.A...A...........A |
| 53520 | 00 00 00 00 00 00 f0 43 00 00 00 00 00 00 f8 7f 53 1d 8c be 00 00 00 00 c1 e8 20 6c aa 83 d1 bf | .......C........S..........l.... |
| 53540 | 00 00 00 00 00 00 e0 bf 18 2d 44 54 fb 21 09 c0 18 2d 44 54 fb 21 19 c0 00 00 00 00 00 00 00 00 | .........-DT.!...-DT.!.......... |
| 53560 | 00 00 00 00 00 00 00 80 00 00 00 00 00 00 00 80 00 00 00 80 00 00 00 80 00 00 00 80 00 00 00 80 | ................................ |
| 53580 | 1a 71 bc d3 eb c3 ec 3f 98 13 33 3f cd 72 fb 3f 00 00 00 00 00 00 30 40 00 00 00 00 00 00 00 00 | .q.....?..3?.r.?......0@........ |
| 535a0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ef 39 fa fe 42 2e e6 3f 02 20 2a fa 0b ab fc 3f | .................9..B..?..*....? |
| 535c0 | f9 2c 92 7c a7 6c 09 40 c9 79 44 3c 64 26 13 40 ca 01 cf 3a 27 51 1a 40 30 cc 2d f3 e1 0c 21 40 | .,.|.l.@.yD<d&.@...:'Q.@0.-...!@ |
| 535e0 | 0d b7 fc 82 8e 35 25 40 cf f7 a7 21 89 9a 29 40 15 4d 95 90 75 35 2e 40 74 8d 3a 3f 97 80 31 40 | .....5%@...!..)@.M..u5.@t.:?..1@ |
| 53600 | 43 01 d5 16 ba fc 33 40 ce 32 3b 9c 5a 8d 36 40 42 2a 16 df f3 30 39 40 46 d3 3f a6 36 e6 3b 40 | C.....3@.2;.Z.6@B*...09@F.?.6.;@ |
| 53620 | 84 1a 1f 06 ff ab 3e 40 3a 35 2f 3f a6 c0 40 40 52 ee d5 f2 9d 32 42 40 85 39 36 53 81 ab 43 40 | ......>@:5/?..@@R....2B@.96S..C@ |
| 53640 | be 77 ed 7a f5 2a 45 40 a9 72 34 64 a8 b0 46 40 06 4f a8 ab 4f 3c 48 40 45 6a 85 8b a7 cd 49 40 | .w.z.*E@.r4d..F@.O..O<H@Ej....I@ |
| 53660 | 14 8d 4e 03 72 64 4b 40 e7 65 cd 22 76 00 4d 40 94 67 7c 71 7f a1 4e 40 ef 4f 7e b6 ae 23 50 40 | ..N.rdK@.e."v.M@.g|q..N@.O~..#P@ |
| 53680 | 40 02 33 8d f1 f8 50 40 31 72 91 53 73 d0 51 40 e5 d0 59 8b 20 aa 52 40 40 5a 9e fd e6 85 53 40 | @.3...P@1r.Ss.Q@..Y...R@@Z....S@ |
| 536a0 | 84 20 94 9b b5 63 54 40 4a ce 3a 63 7c 43 55 40 ba 96 48 47 2c 25 56 40 58 16 e1 19 b7 08 57 40 | .....cT@J.:c|CU@..HG,%V@X.....W@ |
| 536c0 | 58 67 b2 79 0f ee 57 40 96 3d 24 c1 28 d5 58 40 a3 57 52 f7 f6 bd 59 40 12 98 96 c2 6e a8 5a 40 | Xg.y..W@.=$.(.X@.WR...Y@....n.Z@ |
| 536e0 | a2 2b 70 5c 85 94 5b 40 05 a1 9c 86 30 82 5c 40 ee 12 3e 81 66 71 5d 40 4f ba ee 01 1e 62 5e 40 | .+p\..[@....0.\@..>.fq]@O....b^@ |
| 53700 | f1 9c a6 2b 4e 54 5f 40 9f dd ad 43 f7 23 60 40 a9 1e a4 7e 7b 9e 60 40 6b 62 62 e7 af 19 61 40 | ...+NT_@...C.#`@...~{.`@kbb...a@ |
| 53720 | 59 a5 53 c8 90 95 61 40 c3 6e 0c 93 1a 12 62 40 31 1f eb dd 49 8f 62 40 35 63 e8 61 1b 0d 63 40 | Y.S...a@.n....b@1...I.b@5c.a..c@ |
| 53740 | db 1d 93 f8 8b 8b 63 40 cd a6 33 9a 98 0a 64 40 19 af 12 5c 3e 8a 64 40 11 87 e0 6e 7a 0a 65 40 | ......c@..3...d@...\>.d@...nz.e@ |
| 53760 | 73 da 39 1d 4a 8b 65 40 46 47 47 ca aa 0c 66 40 79 79 75 f0 99 8e 66 40 c4 b2 43 20 15 11 67 40 | s.9.J.e@FGG...f@yyu...f@..C...g@ |
| 53780 | 59 dc 26 ff 19 94 67 40 b9 6f 7f 46 a6 17 68 40 a1 ae a0 c2 b7 9b 68 40 61 c7 e7 51 4c 20 69 40 | Y.&...g@.o.F..h@......h@a..QL.i@ |
| 537a0 | bd a4 e1 e3 61 a5 69 40 09 46 7e 78 f6 2a 6a 40 26 97 50 1f 08 b1 6a 40 af d7 d9 f6 94 37 6b 40 | ....a.i@.F~x.*j@&.P...j@.....7k@ |
| 537c0 | 21 b6 df 2b 9b be 6b 40 f7 56 cc f8 18 46 6c 40 00 91 17 a5 0c ce 6c 40 b6 b7 b8 84 74 56 6d 40 | !..+..k@.V...Fl@......l@....tVm@ |
| 537e0 | 70 5a a0 f7 4e df 6d 40 ef 6b 39 69 9a 68 6e 40 48 51 f1 4f 55 f2 6e 40 83 61 c6 2c 7e 7c 6f 40 | pZ..N.m@.k9i.hn@HQ.OU.n@.a.,~|o@ |
| 53800 | 62 34 6e c5 89 03 70 40 2b 65 8b ff 09 49 70 40 63 f2 db 13 bf 8e 70 40 29 b1 02 56 a8 d4 70 40 | b4n...p@+e...Ip@c.....p@)..V..p@ |
| 53820 | 2a 93 f8 1d c5 1a 71 40 36 47 e3 c7 14 61 71 40 ac e1 ed b3 96 a7 71 40 3e 6d 23 46 4a ee 71 40 | *.....q@6G...aq@......q@>m#FJ.q@ |
| 53840 | d5 46 4b e6 2e 35 72 40 62 29 c7 ff 43 7c 72 40 57 d0 72 01 89 c3 72 40 56 19 85 5d fd 0a 73 40 | .FK..5r@b)..C|r@W.r...r@V..]..s@ |
| 53860 | 1b 8f 72 89 a0 52 73 40 47 49 d1 fd 71 9a 73 40 f7 0d 3e 36 71 e2 73 40 6a a3 42 b1 9d 2a 74 40 | ..r..Rs@GI..q.s@..>6q.s@j.B..*t@ |
| 53880 | 0c 41 3d f0 f6 72 74 40 66 10 49 77 7c bb 74 40 64 af 27 cd 2d 04 75 40 58 a6 2b 7b 0a 4d 75 40 | .A=..rt@f.Iw|.t@d.'.-.u@X.+{.Mu@ |
| 538a0 | ec c4 23 0d 12 96 75 40 1c 5a 47 11 44 df 75 40 ed 3b 23 18 a0 28 76 40 62 94 87 b4 25 72 76 40 | ..#...u@.ZG.D.u@.;#..(v@b...%rv@ |
| 538c0 | b6 69 76 7b d4 bb 76 40 9f d8 12 04 ac 05 77 40 be f7 90 e7 ab 4f 77 40 0e 5c 26 c1 d3 99 77 40 | .iv{..v@......w@.....Ow@.\&...w@ |
| 538e0 | 7d 36 fb 2d 23 e4 77 40 68 03 1c cd 99 2e 78 40 fe c4 6b 3f 37 79 78 40 1c c2 96 27 fb c3 78 40 | }6.-#.w@h.....x@..k?7yx@...'..x@ |
| 53900 | 5f c3 05 2a e5 0e 79 40 b3 c8 d1 ec f4 59 79 40 cc 31 b8 17 2a a5 79 40 5e 54 0f 54 84 f0 79 40 | _..*..y@.....Yy@.1..*.y@^T.T..y@ |
| 53920 | 2c 7b bb 4c 03 3c 7a 40 3a 49 24 ae a6 87 7a 40 c0 7c 2a 26 6e d3 7a 40 b5 0d 1e 64 59 1f 7b 40 | ,{.L.<z@:I$...z@.|*&n.z@...dY.{@ |
| 53940 | eb a3 b4 18 68 6b 7b 40 0a 61 00 f6 99 b7 7b 40 cd fa 66 af ee 03 7c 40 26 22 99 f9 65 50 7c 40 | ....hk{@.a....{@..f...|@&"..eP|@ |
| 53960 | 0d 34 8a 8a ff 9c 7c 40 ea 30 68 19 bb e9 7c 40 b8 f7 93 5e 98 36 7d 40 13 c2 99 13 97 83 7d 40 | .4....|@.0h...|@...^.6}@......}@ |
| 53980 | a4 de 29 f3 b6 d0 7d 40 4c a7 11 b9 f7 1d 7e 40 55 55 55 55 55 55 b5 3f b5 be 64 c8 f1 67 ed 3f | ..)...}@L.....~@UUUUUU.?..d..g.? |
| 539a0 | 00 00 00 00 00 80 76 40 55 33 0f 01 00 00 00 00 55 55 33 33 0f 0f 01 01 55 55 55 55 33 33 33 33 | ......v@U3......UU33....UUUU3333 |
| 539c0 | 0f 0f 0f 0f 01 01 01 01 55 55 55 55 55 55 55 55 33 33 33 33 33 33 33 33 0f 0f 0f 0f 0f 0f 0f 0f | ........UUUUUUUU33333333........ |
| 539e0 | 01 01 01 01 01 01 01 01 35 fa 8e 3c 18 72 31 3f 39 9d 52 a2 46 df 91 3f 3b aa b8 3f 00 00 00 00 | ........5..<.r1?9.R.F..?;..?.... |
| 53a00 | ef 39 fa fe 42 2e e6 3f fe 82 2b 65 47 15 f7 3f f8 c1 63 1a dc a5 4c 40 e0 2e 65 42 00 00 80 bf | .9..B..?..+eG..?..c...L@..eB.... |
| 53a20 | 00 00 00 00 00 00 00 00 50 6e 0a 80 01 00 00 00 f0 6e 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | ........Pn.......n.............. |
| 53a40 | 55 6e 73 75 70 70 6f 72 74 65 64 20 64 74 79 70 65 20 25 72 20 66 6f 72 20 69 6e 74 65 67 65 72 | Unsupported.dtype.%r.for.integer |
| 53a60 | 73 00 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 20 61 74 20 30 78 7b 3a | s.......standard_normal..at.0x{: |
| 53a80 | 58 7d 00 00 6c 6f 77 00 47 65 6e 65 72 61 74 6f 72 2e 66 20 28 6c 69 6e 65 20 31 33 30 38 29 00 | X}..low.Generator.f.(line.1308). |
| 53aa0 | 63 68 6f 6c 65 73 6b 79 00 00 00 00 75 70 64 61 74 65 00 00 61 64 64 00 5f 5f 70 79 78 5f 73 74 | cholesky....update..add.__pyx_st |
| 53ac0 | 61 74 65 00 28 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e | ate.(...Generator.standard_expon |
| 53ae0 | 65 6e 74 69 61 6c 20 28 6c 69 6e 65 20 33 38 39 29 00 00 00 75 6e 69 71 75 65 00 00 61 00 00 00 | ential.(line.389)...unique..a... |
| 53b00 | 66 6f 72 74 72 61 6e 00 3c 73 74 72 69 64 65 64 20 61 6e 64 20 64 69 72 65 63 74 3e 00 00 00 00 | fortran.<strided.and.direct>.... |
| 53b20 | 73 75 6d 28 63 6f 6c 6f 72 73 29 20 6d 75 73 74 20 6e 6f 74 20 65 78 63 65 65 64 20 74 68 65 20 | sum(colors).must.not.exceed.the. |
| 53b40 | 6d 61 78 69 6d 75 6d 20 76 61 6c 75 65 20 6f 66 20 61 20 36 34 20 62 69 74 20 73 69 67 6e 65 64 | maximum.value.of.a.64.bit.signed |
| 53b60 | 20 69 6e 74 65 67 65 72 20 28 25 64 29 00 00 00 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74 | .integer.(%d)............noncent |
| 53b80 | 72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e | ral_f(dfnum,.dfden,.nonc,.size=N |
| 53ba0 | 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 | one)..........Draw.samples.from. |
| 53bc0 | 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | the.noncentral.F.distribution... |
| 53be0 | 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 | ........Samples.are.drawn.from.a |
| 53c00 | 6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 | n.F.distribution.with.specified. |
| 53c20 | 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 60 64 66 6e 75 6d 60 20 28 64 65 67 | parameters,.........`dfnum`.(deg |
| 53c40 | 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 20 61 6e | rees.of.freedom.in.numerator).an |
| 53c60 | 64 20 60 64 66 64 65 6e 60 20 28 64 65 67 72 65 65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 66 72 | d.`dfden`.(degrees.of.........fr |
| 53c80 | 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 29 2c 20 77 68 65 72 65 20 62 6f 74 | eedom.in.denominator),.where.bot |
| 53ca0 | 68 20 70 61 72 61 6d 65 74 65 72 73 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 60 6e 6f 6e 63 60 | h.parameters.>.1..........`nonc` |
| 53cc0 | 20 69 73 20 74 68 65 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 70 61 72 61 6d 65 74 65 72 | .is.the.non-centrality.parameter |
| 53ce0 | 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d | ...........Parameters.........-- |
| 53d00 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f 61 74 20 6f | --------.........dfnum.:.float.o |
| 53d20 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 53d40 | 20 20 20 4e 75 6d 65 72 61 74 6f 72 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c | ...Numerator.degrees.of.freedom, |
| 53d60 | 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 | .must.be.>.0..................ve |
| 53d80 | 72 73 69 6f 6e 63 68 61 6e 67 65 64 3a 3a 20 31 2e 31 34 2e 30 0a 20 20 20 20 20 20 20 20 20 20 | rsionchanged::.1.14.0........... |
| 53da0 | 20 20 20 20 20 45 61 72 6c 69 65 72 20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73 20 72 65 71 75 | .....Earlier.NumPy.versions.requ |
| 53dc0 | 69 72 65 64 20 64 66 6e 75 6d 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65 6e 20 3a 20 | ired.dfnum.>.1..........dfden.:. |
| 53de0 | 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 | float.or.array_like.of.floats... |
| 53e00 | 20 20 20 20 20 20 20 20 20 20 44 65 6e 6f 6d 69 6e 61 74 6f 72 20 64 65 67 72 65 65 73 20 6f 66 | ..........Denominator.degrees.of |
| 53e20 | 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 6e | .freedom,.must.be.>.0..........n |
| 53e40 | 6f 6e 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f | onc.:.float.or.array_like.of.flo |
| 53e60 | 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 70 | ats.............Non-centrality.p |
| 53e80 | 61 72 61 6d 65 74 65 72 2c 20 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 73 71 75 61 72 65 73 | arameter,.the.sum.of.the.squares |
| 53ea0 | 20 6f 66 20 74 68 65 20 6e 75 6d 65 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 | .of.the.numerator.............me |
| 53ec0 | 61 6e 73 2c 20 6d 75 73 74 20 62 65 20 3e 3d 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 | ans,.must.be.>=.0..........size. |
| 53ee0 | 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c | :.int.or.tuple.of.ints,.optional |
| 53f00 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 | .............Output.shape...If.t |
| 53f20 | 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e | he.given.shape.is,.e.g.,.``(m,.n |
| 53f40 | 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e | ,.k)``,.then.............``m.*.n |
| 53f60 | 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 | .*.k``.samples.are.drawn...If.si |
| 53f80 | 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 | ze.is.``None``.(default),....... |
| 53fa0 | 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 | ......a.single.value.is.returned |
| 53fc0 | 20 69 66 20 60 60 64 66 6e 75 6d 60 60 2c 20 60 60 64 66 64 65 6e 60 60 2c 20 61 6e 64 20 60 60 | .if.``dfnum``,.``dfden``,.and.`` |
| 53fe0 | 6e 6f 6e 63 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 | nonc``.............are.all.scala |
| 54000 | 72 73 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 | rs...Otherwise,.``np.broadcast(d |
| 54020 | 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 20 20 | fnum,.dfden,.nonc).size``....... |
| 54040 | 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 | ......samples.are.drawn......... |
| 54060 | 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | ..Returns.........-------....... |
| 54080 | 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 | ..out.:.ndarray.or.scalar....... |
| 540a0 | 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 | ......Drawn.samples.from.the.par |
| 540c0 | 61 6d 65 74 65 72 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 46 69 73 68 65 72 20 64 69 73 | ameterized.noncentral.Fisher.dis |
| 540e0 | 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 | tribution...........Notes....... |
| 54100 | 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 63 61 6c 63 75 6c 61 74 69 6e 67 | ..-----.........When.calculating |
| 54120 | 20 74 68 65 20 70 6f 77 65 72 20 6f 66 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 28 70 6f 77 | .the.power.of.an.experiment.(pow |
| 54140 | 65 72 20 3d 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 72 65 6a 65 | er.=.probability.of.........reje |
| 54160 | 63 74 69 6e 67 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 68 65 6e 20 61 | cting.the.null.hypothesis.when.a |
| 54180 | 20 73 70 65 63 69 66 69 63 20 61 6c 74 65 72 6e 61 74 69 76 65 20 69 73 20 74 72 75 65 29 20 74 | .specific.alternative.is.true).t |
| 541a0 | 68 65 0a 20 20 20 20 20 20 20 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20 46 20 73 74 61 74 69 73 74 | he.........non-central.F.statist |
| 541c0 | 69 63 20 62 65 63 6f 6d 65 73 20 69 6d 70 6f 72 74 61 6e 74 2e 20 20 57 68 65 6e 20 74 68 65 20 | ic.becomes.important...When.the. |
| 541e0 | 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 0a 20 20 20 20 20 20 20 20 74 72 75 65 2c | null.hypothesis.is.........true, |
| 54200 | 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 66 6f 6c 6c 6f 77 73 20 61 20 63 65 6e 74 72 | .the.F.statistic.follows.a.centr |
| 54220 | 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 57 68 65 6e 20 74 68 65 20 6e 75 6c 6c | al.F.distribution..When.the.null |
| 54240 | 0a 20 20 20 20 20 20 20 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20 6e 6f 74 20 74 72 75 65 2c | .........hypothesis.is.not.true, |
| 54260 | 20 74 68 65 6e 20 69 74 20 66 6f 6c 6c 6f 77 73 20 61 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20 46 | .then.it.follows.a.non-central.F |
| 54280 | 20 73 74 61 74 69 73 74 69 63 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a | .statistic...........References. |
| 542a0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 | ........----------............[1 |
| 542c0 | 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61 6c | ].Weisstein,.Eric.W.."Noncentral |
| 542e0 | 20 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | .F-Distribution."............... |
| 54300 | 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 | .From.MathWorld--A.Wolfram.Web.R |
| 54320 | 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d | esource.................http://m |
| 54340 | 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 6f 6e 63 65 6e 74 72 61 6c 46 | athworld.wolfram.com/NoncentralF |
| 54360 | 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 | -Distribution.html............[2 |
| 54380 | 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 46 2d 64 69 73 74 72 | ].Wikipedia,."Noncentral.F-distr |
| 543a0 | 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f | ibution",................https:/ |
| 543c0 | 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4e 6f 6e 63 65 6e 74 72 61 | /en.wikipedia.org/wiki/Noncentra |
| 543e0 | 6c 5f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | l_F-distribution..........Exampl |
| 54400 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 6e 20 61 | es.........--------.........In.a |
| 54420 | 20 73 74 75 64 79 2c 20 74 65 73 74 69 6e 67 20 66 6f 72 20 61 20 73 70 65 63 69 66 69 63 20 61 | .study,.testing.for.a.specific.a |
| 54440 | 6c 74 65 72 6e 61 74 69 76 65 20 74 6f 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 | lternative.to.the.null.hypothesi |
| 54460 | 73 0a 20 20 20 20 20 20 20 20 72 65 71 75 69 72 65 73 20 75 73 65 20 6f 66 20 74 68 65 20 4e 6f | s.........requires.use.of.the.No |
| 54480 | 6e 63 65 6e 74 72 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 57 65 20 6e 65 65 64 | ncentral.F.distribution..We.need |
| 544a0 | 20 74 6f 20 63 61 6c 63 75 6c 61 74 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 61 72 65 61 20 69 | .to.calculate.the.........area.i |
| 544c0 | 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 | n.the.tail.of.the.distribution.t |
| 544e0 | 68 61 74 20 65 78 63 65 65 64 73 20 74 68 65 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 46 0a 20 | hat.exceeds.the.value.of.the.F.. |
| 54500 | 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 75 6c 6c | .......distribution.for.the.null |
| 54520 | 20 68 79 70 6f 74 68 65 73 69 73 2e 20 20 57 65 27 6c 6c 20 70 6c 6f 74 20 74 68 65 20 74 77 6f | .hypothesis...We'll.plot.the.two |
| 54540 | 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f | .probability.........distributio |
| 54560 | 6e 73 20 66 6f 72 20 63 6f 6d 70 61 72 69 73 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ns.for.comparison...........>>>. |
| 54580 | 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 | rng.=.np.random.default_rng()... |
| 545a0 | 20 20 20 20 20 20 3e 3e 3e 20 64 66 6e 75 6d 20 3d 20 33 20 23 20 62 65 74 77 65 65 6e 20 67 72 | ......>>>.dfnum.=.3.#.between.gr |
| 545c0 | 6f 75 70 20 64 65 67 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 | oup.deg.of.freedom.........>>>.d |
| 545e0 | 66 64 65 6e 20 3d 20 32 30 20 23 20 77 69 74 68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65 65 | fden.=.20.#.within.groups.degree |
| 54600 | 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 6f 6e 63 20 3d 20 | s.of.freedom.........>>>.nonc.=. |
| 54620 | 33 2e 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 63 5f 76 61 6c 73 20 3d 20 72 6e 67 2e 6e 6f | 3.0.........>>>.nc_vals.=.rng.no |
| 54640 | 6e 63 65 6e 74 72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 6e 6f 6e 63 2c 20 31 | ncentral_f(dfnum,.dfden,.nonc,.1 |
| 54660 | 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 4e 46 20 3d 20 6e 70 2e 68 69 73 74 | 000000).........>>>.NF.=.np.hist |
| 54680 | 6f 67 72 61 6d 28 6e 63 5f 76 61 6c 73 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d | ogram(nc_vals,.bins=50,.density= |
| 546a0 | 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 5f 76 61 6c 73 20 3d 20 72 6e 67 2e 66 | True).........>>>.c_vals.=.rng.f |
| 546c0 | 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 | (dfnum,.dfden,.1000000)......... |
| 546e0 | 3e 3e 3e 20 46 20 3d 20 6e 70 2e 68 69 73 74 6f 67 72 61 6d 28 63 5f 76 61 6c 73 2c 20 62 69 6e | >>>.F.=.np.histogram(c_vals,.bin |
| 54700 | 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | s=50,.density=True).........>>>. |
| 54720 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 54740 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 46 5b 31 5d 5b 31 3a 5d 2c 20 46 | ........>>>.plt.plot(F[1][1:],.F |
| 54760 | 5b 30 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 4e 46 5b 31 5d 5b | [0]).........>>>.plt.plot(NF[1][ |
| 54780 | 31 3a 5d 2c 20 4e 46 5b 30 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 | 1:],.NF[0]).........>>>.plt.show |
| 547a0 | 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 52 75 6e 74 69 6d 65 57 61 72 6e 69 6e 67 00 00 | ()..............RuntimeWarning.. |
| 547c0 | 5f 67 65 6e 65 72 61 74 6f 72 2e 70 79 78 00 00 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 6e 6f | _generator.pyx...........multino |
| 547e0 | 6d 69 61 6c 28 6e 2c 20 70 76 61 6c 73 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 | mial(n,.pvals,.size=None)....... |
| 54800 | 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6d 75 6c 74 69 6e 6f 6d 69 | ...Draw.samples.from.a.multinomi |
| 54820 | 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 75 | al.distribution...........The.mu |
| 54840 | 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 6d 75 6c 74 | ltinomial.distribution.is.a.mult |
| 54860 | 69 76 61 72 69 61 74 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 | ivariate.generalization.of.the.. |
| 54880 | 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 54 | .......binomial.distribution...T |
| 548a0 | 61 6b 65 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 60 60 | ake.an.experiment.with.one.of.`` |
| 548c0 | 70 60 60 0a 20 20 20 20 20 20 20 20 70 6f 73 73 69 62 6c 65 20 6f 75 74 63 6f 6d 65 73 2e 20 20 | p``.........possible.outcomes... |
| 548e0 | 41 6e 20 65 78 61 6d 70 6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 | An.example.of.such.an.experiment |
| 54900 | 20 69 73 20 74 68 72 6f 77 69 6e 67 20 61 20 64 69 63 65 2c 0a 20 20 20 20 20 20 20 20 77 68 65 | .is.throwing.a.dice,.........whe |
| 54920 | 72 65 20 74 68 65 20 6f 75 74 63 6f 6d 65 20 63 61 6e 20 62 65 20 31 20 74 68 72 6f 75 67 68 20 | re.the.outcome.can.be.1.through. |
| 54940 | 36 2e 20 20 45 61 63 68 20 73 61 6d 70 6c 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 0a 20 | 6...Each.sample.drawn.from.the.. |
| 54960 | 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 70 72 65 73 65 6e 74 73 20 60 | .......distribution.represents.` |
| 54980 | 6e 60 20 73 75 63 68 20 65 78 70 65 72 69 6d 65 6e 74 73 2e 20 20 49 74 73 20 76 61 6c 75 65 73 | n`.such.experiments...Its.values |
| 549a0 | 2c 0a 20 20 20 20 20 20 20 20 60 60 58 5f 69 20 3d 20 5b 58 5f 30 2c 20 58 5f 31 2c 20 2e 2e 2e | ,.........``X_i.=.[X_0,.X_1,.... |
| 549c0 | 2c 20 58 5f 70 5d 60 60 2c 20 72 65 70 72 65 73 65 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 6f | ,.X_p]``,.represent.the.number.o |
| 549e0 | 66 20 74 69 6d 65 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 6f 75 74 63 6f 6d 65 20 77 61 73 20 | f.times.the.........outcome.was. |
| 54a00 | 60 60 69 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | ``i``...........Parameters...... |
| 54a20 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 20 6f 72 | ...----------.........n.:.int.or |
| 54a40 | 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .array-like.of.ints............. |
| 54a60 | 4e 75 6d 62 65 72 20 6f 66 20 65 78 70 65 72 69 6d 65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20 70 | Number.of.experiments..........p |
| 54a80 | 76 61 6c 73 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 | vals.:.array-like.of.floats..... |
| 54aa0 | 20 20 20 20 20 20 20 20 50 72 6f 62 61 62 69 6c 69 74 69 65 73 20 6f 66 20 65 61 63 68 20 6f 66 | ........Probabilities.of.each.of |
| 54ac0 | 20 74 68 65 20 60 60 70 60 60 20 64 69 66 66 65 72 65 6e 74 20 6f 75 74 63 6f 6d 65 73 20 77 69 | .the.``p``.different.outcomes.wi |
| 54ae0 | 74 68 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 28 6b 30 2c 20 6b 31 2c 20 | th.shape.............``(k0,.k1,. |
| 54b00 | 2e 2e 2e 2c 20 6b 6e 2c 20 70 29 60 60 2e 20 45 61 63 68 20 65 6c 65 6d 65 6e 74 20 60 60 70 76 | ...,.kn,.p)``..Each.element.``pv |
| 54b20 | 61 6c 73 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60 20 6d 75 73 74 0a 20 20 20 20 20 20 20 20 20 20 | als[i,j,...,:]``.must........... |
| 54b40 | 20 20 73 75 6d 20 74 6f 20 31 20 28 68 6f 77 65 76 65 72 2c 20 74 68 65 20 6c 61 73 74 20 65 6c | ..sum.to.1.(however,.the.last.el |
| 54b60 | 65 6d 65 6e 74 20 69 73 20 61 6c 77 61 79 73 20 61 73 73 75 6d 65 64 20 74 6f 20 61 63 63 6f 75 | ement.is.always.assumed.to.accou |
| 54b80 | 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 6f 72 20 74 68 65 20 72 65 6d 61 69 6e 69 6e 67 | nt.............for.the.remaining |
| 54ba0 | 20 70 72 6f 62 61 62 69 6c 69 74 79 2c 20 61 73 20 6c 6f 6e 67 20 61 73 0a 20 20 20 20 20 20 20 | .probability,.as.long.as........ |
| 54bc0 | 20 20 20 20 20 60 60 73 75 6d 28 70 76 61 6c 73 5b 2e 2e 2e 2c 20 3a 2d 31 5d 2c 20 61 78 69 73 | .....``sum(pvals[...,.:-1],.axis |
| 54be0 | 3d 2d 31 29 20 3c 3d 20 31 2e 30 60 60 2e 20 4d 75 73 74 20 68 61 76 65 20 61 74 20 6c 65 61 73 | =-1).<=.1.0``..Must.have.at.leas |
| 54c00 | 74 20 31 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 6d 65 6e 73 69 6f 6e 20 77 68 65 72 65 20 | t.1.............dimension.where. |
| 54c20 | 70 76 61 6c 73 2e 73 68 61 70 65 5b 2d 31 5d 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a | pvals.shape[-1].>.0..........siz |
| 54c40 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 54c60 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 54c80 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 54ca0 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 54cc0 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 65 61 63 68 20 | .n.*.k``.samples.are.drawn.each. |
| 54ce0 | 77 69 74 68 20 60 60 70 60 60 20 65 6c 65 6d 65 6e 74 73 2e 20 44 65 66 61 75 6c 74 0a 20 20 20 | with.``p``.elements..Default.... |
| 54d00 | 20 20 20 20 20 20 20 20 20 69 73 20 4e 6f 6e 65 20 77 68 65 72 65 20 74 68 65 20 6f 75 74 70 75 | .........is.None.where.the.outpu |
| 54d20 | 74 20 73 69 7a 65 20 69 73 20 64 65 74 65 72 6d 69 6e 65 64 20 62 79 20 74 68 65 20 62 72 6f 61 | t.size.is.determined.by.the.broa |
| 54d40 | 64 63 61 73 74 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 66 20 60 60 6e 60 60 | dcast.shape.............of.``n`` |
| 54d60 | 20 61 6e 64 20 61 6c 6c 20 62 79 20 74 68 65 20 66 69 6e 61 6c 20 64 69 6d 65 6e 73 69 6f 6e 20 | .and.all.by.the.final.dimension. |
| 54d80 | 6f 66 20 60 60 70 76 61 6c 73 60 60 2c 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 20 | of.``pvals``,.which.is.......... |
| 54da0 | 20 20 20 64 65 6e 6f 74 65 64 20 61 73 20 60 60 62 3d 28 62 30 2c 20 62 31 2c 20 2e 2e 2e 2c 20 | ...denoted.as.``b=(b0,.b1,....,. |
| 54dc0 | 62 71 29 60 60 2e 20 49 66 20 73 69 7a 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 20 74 68 65 6e | bq)``..If.size.is.not.None,.then |
| 54de0 | 20 69 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 62 65 20 63 6f 6d 70 61 74 69 62 | .it.............must.be.compatib |
| 54e00 | 6c 65 20 77 69 74 68 20 74 68 65 20 62 72 6f 61 64 63 61 73 74 20 73 68 61 70 65 20 60 60 62 60 | le.with.the.broadcast.shape.``b` |
| 54e20 | 60 2e 20 53 70 65 63 69 66 69 63 61 6c 6c 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a | `..Specifically,.............siz |
| 54e40 | 65 20 6d 75 73 74 20 68 61 76 65 20 60 60 71 60 60 20 6f 72 20 6d 6f 72 65 20 65 6c 65 6d 65 6e | e.must.have.``q``.or.more.elemen |
| 54e60 | 74 73 20 61 6e 64 20 73 69 7a 65 5b 2d 28 71 2d 6a 29 3a 5d 20 6d 75 73 74 20 65 71 75 61 6c 0a | ts.and.size[-(q-j):].must.equal. |
| 54e80 | 20 20 20 20 20 20 20 20 20 20 20 20 60 60 62 6a 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 | ............``bj``...........Ret |
| 54ea0 | 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 | urns.........-------.........out |
| 54ec0 | 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e | .:.ndarray.............The.drawn |
| 54ee0 | 20 73 61 6d 70 6c 65 73 2c 20 6f 66 20 73 68 61 70 65 20 73 69 7a 65 2c 20 69 66 20 70 72 6f 76 | .samples,.of.shape.size,.if.prov |
| 54f00 | 69 64 65 64 2e 20 57 68 65 6e 20 73 69 7a 65 20 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 | ided..When.size.is.............p |
| 54f20 | 72 6f 76 69 64 65 64 2c 20 74 68 65 20 6f 75 74 70 75 74 20 73 68 61 70 65 20 69 73 20 73 69 7a | rovided,.the.output.shape.is.siz |
| 54f40 | 65 20 2b 20 28 70 2c 29 20 20 49 66 20 6e 6f 74 20 73 70 65 63 69 66 69 65 64 2c 0a 20 20 20 20 | e.+.(p,)..If.not.specified,..... |
| 54f60 | 20 20 20 20 20 20 20 20 74 68 65 20 73 68 61 70 65 20 69 73 20 64 65 74 65 72 6d 69 6e 65 64 20 | ........the.shape.is.determined. |
| 54f80 | 62 79 20 74 68 65 20 62 72 6f 61 64 63 61 73 74 20 73 68 61 70 65 20 6f 66 20 60 60 6e 60 60 20 | by.the.broadcast.shape.of.``n``. |
| 54fa0 | 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 70 76 61 6c 73 60 60 2c 20 60 60 28 62 30 | and.............``pvals``,.``(b0 |
| 54fc0 | 2c 20 62 31 2c 20 2e 2e 2e 2c 20 62 71 29 60 60 20 61 75 67 6d 65 6e 74 65 64 20 77 69 74 68 20 | ,.b1,....,.bq)``.augmented.with. |
| 54fe0 | 74 68 65 20 64 69 6d 65 6e 73 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 | the.dimension.of.............the |
| 55000 | 20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 2c 20 60 60 70 60 60 2c 20 73 6f 20 74 68 61 74 20 74 68 61 | .multinomial,.``p``,.so.that.tha |
| 55020 | 74 20 6f 75 74 70 75 74 20 73 68 61 70 65 20 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 | t.output.shape.is.............`` |
| 55040 | 28 62 30 2c 20 62 31 2c 20 2e 2e 2e 2c 20 62 71 2c 20 70 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 | (b0,.b1,....,.bq,.p)``.......... |
| 55060 | 20 20 20 20 20 45 61 63 68 20 65 6e 74 72 79 20 60 60 6f 75 74 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d | .....Each.entry.``out[i,j,...,:] |
| 55080 | 60 60 20 69 73 20 61 20 60 60 70 60 60 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 76 61 6c 75 65 20 | ``.is.a.``p``-dimensional.value. |
| 550a0 | 64 72 61 77 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 | drawn.............from.the.distr |
| 550c0 | 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 | ibution...........Examples...... |
| 550e0 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 72 6f 77 20 61 20 64 69 63 65 | ...--------.........Throw.a.dice |
| 55100 | 20 32 30 20 74 69 6d 65 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 | .20.times:..........>>>.rng.=.np |
| 55120 | 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e | .random.default_rng().........>> |
| 55140 | 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 32 30 2c 20 5b 31 2f 36 2e 5d 2a 36 2c 20 | >.rng.multinomial(20,.[1/6.]*6,. |
| 55160 | 73 69 7a 65 3d 31 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 34 2c 20 31 2c 20 37 2c | size=1).........array([[4,.1,.7, |
| 55180 | 20 35 2c 20 32 2c 20 31 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 49 | .5,.2,.1]])..#.random..........I |
| 551a0 | 74 20 6c 61 6e 64 65 64 20 34 20 74 69 6d 65 73 20 6f 6e 20 31 2c 20 6f 6e 63 65 20 6f 6e 20 32 | t.landed.4.times.on.1,.once.on.2 |
| 551c0 | 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 77 2c 20 74 68 72 6f 77 20 74 68 65 20 64 | ,.etc...........Now,.throw.the.d |
| 551e0 | 69 63 65 20 32 30 20 74 69 6d 65 73 2c 20 61 6e 64 20 32 30 20 74 69 6d 65 73 20 61 67 61 69 6e | ice.20.times,.and.20.times.again |
| 55200 | 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 32 | :..........>>>.rng.multinomial(2 |
| 55220 | 30 2c 20 5b 31 2f 36 2e 5d 2a 36 2c 20 73 69 7a 65 3d 32 29 0a 20 20 20 20 20 20 20 20 61 72 72 | 0,.[1/6.]*6,.size=2).........arr |
| 55240 | 61 79 28 5b 5b 33 2c 20 34 2c 20 33 2c 20 33 2c 20 34 2c 20 33 5d 2c 0a 20 20 20 20 20 20 20 20 | ay([[3,.4,.3,.3,.4,.3],......... |
| 55260 | 20 20 20 20 20 20 20 5b 32 2c 20 34 2c 20 33 2c 20 34 2c 20 30 2c 20 37 5d 5d 29 20 20 23 20 72 | .......[2,.4,.3,.4,.0,.7]])..#.r |
| 55280 | 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 74 68 65 20 66 69 72 73 74 20 72 75 6e | andom..........For.the.first.run |
| 552a0 | 2c 20 77 65 20 74 68 72 65 77 20 33 20 74 69 6d 65 73 20 31 2c 20 34 20 74 69 6d 65 73 20 32 2c | ,.we.threw.3.times.1,.4.times.2, |
| 552c0 | 20 65 74 63 2e 20 20 46 6f 72 20 74 68 65 20 73 65 63 6f 6e 64 2c 0a 20 20 20 20 20 20 20 20 77 | .etc...For.the.second,.........w |
| 552e0 | 65 20 74 68 72 65 77 20 32 20 74 69 6d 65 73 20 31 2c 20 34 20 74 69 6d 65 73 20 32 2c 20 65 74 | e.threw.2.times.1,.4.times.2,.et |
| 55300 | 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 77 2c 20 64 6f 20 6f 6e 65 20 65 78 70 65 72 69 6d 65 | c...........Now,.do.one.experime |
| 55320 | 6e 74 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 20 31 30 20 74 69 6d 65 2c 20 61 6e | nt.throwing.the.dice.10.time,.an |
| 55340 | 64 20 31 30 20 74 69 6d 65 73 20 61 67 61 69 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 61 6e | d.10.times.again,.........and.an |
| 55360 | 6f 74 68 65 72 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 20 32 30 20 74 69 6d 65 73 | other.throwing.the.dice.20.times |
| 55380 | 2c 20 61 6e 64 20 32 30 20 74 69 6d 65 73 20 61 67 61 69 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e | ,.and.20.times.again:..........> |
| 553a0 | 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 5b 5b 31 30 5d 2c 20 5b 32 30 5d 5d 2c | >>.rng.multinomial([[10],.[20]], |
| 553c0 | 20 5b 31 2f 36 2e 5d 2a 36 2c 20 73 69 7a 65 3d 28 32 2c 20 32 29 29 0a 20 20 20 20 20 20 20 20 | .[1/6.]*6,.size=(2,.2))......... |
| 553e0 | 61 72 72 61 79 28 5b 5b 5b 32 2c 20 34 2c 20 30 2c 20 31 2c 20 32 2c 20 31 5d 2c 0a 20 20 20 20 | array([[[2,.4,.0,.1,.2,.1],..... |
| 55400 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 2c 20 33 2c 20 30 2c 20 33 2c 20 31 2c 20 32 5d 5d 2c | ............[1,.3,.0,.3,.1,.2]], |
| 55420 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 5b 31 2c 20 34 2c 20 34 2c 20 34 2c 20 34 2c | ................[[1,.4,.4,.4,.4, |
| 55440 | 20 33 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 33 2c 20 32 2c 20 35 | .3],.................[3,.3,.2,.5 |
| 55460 | 2c 20 35 2c 20 32 5d 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 | ,.5,.2]]])..#.random..........Th |
| 55480 | 65 20 66 69 72 73 74 20 61 72 72 61 79 20 73 68 6f 77 73 20 74 68 65 20 6f 75 74 63 6f 6d 65 73 | e.first.array.shows.the.outcomes |
| 554a0 | 20 6f 66 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 20 31 30 20 74 69 6d 65 73 2c 20 | .of.throwing.the.dice.10.times,. |
| 554c0 | 61 6e 64 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 65 63 6f 6e 64 20 73 68 6f 77 73 20 74 68 65 | and.........the.second.shows.the |
| 554e0 | 20 6f 75 74 63 6f 6d 65 73 20 66 72 6f 6d 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 | .outcomes.from.throwing.the.dice |
| 55500 | 20 32 30 20 74 69 6d 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 41 20 6c 6f 61 64 65 64 20 64 69 65 | .20.times...........A.loaded.die |
| 55520 | 20 69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 20 74 6f 20 6c 61 6e 64 20 6f 6e 20 6e 75 6d 62 65 | .is.more.likely.to.land.on.numbe |
| 55540 | 72 20 36 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 | r.6:..........>>>.rng.multinomia |
| 55560 | 6c 28 31 30 30 2c 20 5b 31 2f 37 2e 5d 2a 35 20 2b 20 5b 32 2f 37 2e 5d 29 0a 20 20 20 20 20 20 | l(100,.[1/7.]*5.+.[2/7.])....... |
| 55580 | 20 20 61 72 72 61 79 28 5b 31 31 2c 20 31 36 2c 20 31 34 2c 20 31 37 2c 20 31 36 2c 20 32 36 5d | ..array([11,.16,.14,.17,.16,.26] |
| 555a0 | 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53 69 6d 75 6c 61 74 65 20 31 30 | )..#.random..........Simulate.10 |
| 555c0 | 20 74 68 72 6f 77 73 20 6f 66 20 61 20 34 2d 73 69 64 65 64 20 64 69 65 20 61 6e 64 20 32 30 20 | .throws.of.a.4-sided.die.and.20. |
| 555e0 | 74 68 72 6f 77 73 20 6f 66 20 61 20 36 2d 73 69 64 65 64 20 64 69 65 0a 0a 20 20 20 20 20 20 20 | throws.of.a.6-sided.die......... |
| 55600 | 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 5b 31 30 2c 20 32 30 5d 2c 5b 5b | .>>>.rng.multinomial([10,.20],[[ |
| 55620 | 31 2f 34 5d 2a 34 20 2b 20 5b 30 5d 2a 32 2c 20 5b 31 2f 36 5d 2a 36 5d 29 0a 20 20 20 20 20 20 | 1/4]*4.+.[0]*2,.[1/6]*6])....... |
| 55640 | 20 20 61 72 72 61 79 28 5b 5b 32 2c 20 31 2c 20 34 2c 20 33 2c 20 30 2c 20 30 5d 2c 0a 20 20 20 | ..array([[2,.1,.4,.3,.0,.0],.... |
| 55660 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 33 2c 20 33 2c 20 36 2c 20 31 2c 20 34 5d 5d 2c | ............[3,.3,.3,.6,.1,.4]], |
| 55680 | 20 64 74 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 | .dtype=int64)..#.random......... |
| 556a0 | 20 47 65 6e 65 72 61 74 65 20 63 61 74 65 67 6f 72 69 63 61 6c 20 72 61 6e 64 6f 6d 20 76 61 72 | .Generate.categorical.random.var |
| 556c0 | 69 61 74 65 73 20 66 72 6f 6d 20 74 77 6f 20 63 61 74 65 67 6f 72 69 65 73 20 77 68 65 72 65 20 | iates.from.two.categories.where. |
| 556e0 | 74 68 65 0a 20 20 20 20 20 20 20 20 66 69 72 73 74 20 68 61 73 20 33 20 6f 75 74 63 6f 6d 65 73 | the.........first.has.3.outcomes |
| 55700 | 20 61 6e 64 20 74 68 65 20 73 65 63 6f 6e 64 20 68 61 73 20 32 2e 0a 0a 20 20 20 20 20 20 20 20 | .and.the.second.has.2........... |
| 55720 | 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 31 2c 20 5b 5b 2e 31 2c 20 2e 35 2c | >>>.rng.multinomial(1,.[[.1,..5, |
| 55740 | 20 2e 34 20 5d 2c 20 5b 2e 33 2c 20 2e 37 2c 20 2e 30 5d 5d 29 0a 20 20 20 20 20 20 20 20 61 72 | ..4.],.[.3,..7,..0]]).........ar |
| 55760 | 72 61 79 28 5b 5b 30 2c 20 30 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b | ray([[0,.0,.1],................[ |
| 55780 | 30 2c 20 31 2c 20 30 5d 5d 2c 20 64 74 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 6e 64 6f | 0,.1,.0]],.dtype=int64)..#.rando |
| 557a0 | 6d 0a 0a 20 20 20 20 20 20 20 20 60 60 61 72 67 6d 61 78 28 61 78 69 73 3d 2d 31 29 60 60 20 69 | m..........``argmax(axis=-1)``.i |
| 557c0 | 73 20 74 68 65 6e 20 75 73 65 64 20 74 6f 20 72 65 74 75 72 6e 20 74 68 65 20 63 61 74 65 67 6f | s.then.used.to.return.the.catego |
| 557e0 | 72 69 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 76 61 6c 73 20 3d 20 5b 5b 2e 31 2c | ries...........>>>.pvals.=.[[.1, |
| 55800 | 20 2e 35 2c 20 2e 34 20 5d 2c 20 5b 2e 33 2c 20 2e 37 2c 20 2e 30 5d 5d 0a 20 20 20 20 20 20 20 | ..5,..4.],.[.3,..7,..0]]........ |
| 55820 | 20 3e 3e 3e 20 72 76 73 20 3d 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 31 2c 20 70 76 | .>>>.rvs.=.rng.multinomial(1,.pv |
| 55840 | 61 6c 73 2c 20 73 69 7a 65 3d 28 34 2c 32 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 | als,.size=(4,2)).........>>>.rvs |
| 55860 | 2e 61 72 67 6d 61 78 28 61 78 69 73 3d 2d 31 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b | .argmax(axis=-1).........array([ |
| 55880 | 5b 30 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 30 5d 2c 0a 20 | [0,.1],................[2,.0],.. |
| 558a0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 | ..............[2,.1],........... |
| 558c0 | 20 20 20 20 20 5b 32 2c 20 30 5d 5d 2c 20 64 74 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 | .....[2,.0]],.dtype=int64)..#.ra |
| 558e0 | 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 73 61 6d 65 20 6f 75 74 70 75 74 20 64 69 | ndom..........The.same.output.di |
| 55900 | 6d 65 6e 73 69 6f 6e 20 63 61 6e 20 62 65 20 70 72 6f 64 75 63 65 64 20 75 73 69 6e 67 20 62 72 | mension.can.be.produced.using.br |
| 55920 | 6f 61 64 63 61 73 74 69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 20 3d 20 72 | oadcasting...........>>>.rvs.=.r |
| 55940 | 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 5b 5b 31 5d 5d 20 2a 20 34 2c 20 70 76 61 6c 73 29 | ng.multinomial([[1]].*.4,.pvals) |
| 55960 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 2e 61 72 67 6d 61 78 28 61 78 69 73 3d 2d 31 29 | .........>>>.rvs.argmax(axis=-1) |
| 55980 | 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 | .........array([[0,.1],......... |
| 559a0 | 20 20 20 20 20 20 20 5b 32 2c 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 | .......[2,.0],................[2 |
| 559c0 | 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 30 5d 5d 2c 20 64 74 | ,.1],................[2,.0]],.dt |
| 559e0 | 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 | ype=int64)..#.random..........Th |
| 55a00 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 69 6e 70 75 74 73 20 73 68 6f 75 6c 64 20 62 65 20 6e | e.probability.inputs.should.be.n |
| 55a20 | 6f 72 6d 61 6c 69 7a 65 64 2e 20 41 73 20 61 6e 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 0a | ormalized..As.an.implementation. |
| 55a40 | 20 20 20 20 20 20 20 20 64 65 74 61 69 6c 2c 20 74 68 65 20 76 61 6c 75 65 20 6f 66 20 74 68 65 | ........detail,.the.value.of.the |
| 55a60 | 20 6c 61 73 74 20 65 6e 74 72 79 20 69 73 20 69 67 6e 6f 72 65 64 20 61 6e 64 20 61 73 73 75 6d | .last.entry.is.ignored.and.assum |
| 55a80 | 65 64 20 74 6f 20 74 61 6b 65 0a 20 20 20 20 20 20 20 20 75 70 20 61 6e 79 20 6c 65 66 74 6f 76 | ed.to.take.........up.any.leftov |
| 55aa0 | 65 72 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 2c 20 62 75 74 20 74 68 69 73 20 73 68 | er.probability.mass,.but.this.sh |
| 55ac0 | 6f 75 6c 64 20 6e 6f 74 20 62 65 20 72 65 6c 69 65 64 20 6f 6e 2e 0a 20 20 20 20 20 20 20 20 41 | ould.not.be.relied.on..........A |
| 55ae0 | 20 62 69 61 73 65 64 20 63 6f 69 6e 20 77 68 69 63 68 20 68 61 73 20 74 77 69 63 65 20 61 73 20 | .biased.coin.which.has.twice.as. |
| 55b00 | 6d 75 63 68 20 77 65 69 67 68 74 20 6f 6e 20 6f 6e 65 20 73 69 64 65 20 61 73 20 6f 6e 20 74 68 | much.weight.on.one.side.as.on.th |
| 55b20 | 65 0a 20 20 20 20 20 20 20 20 6f 74 68 65 72 20 73 68 6f 75 6c 64 20 62 65 20 73 61 6d 70 6c 65 | e.........other.should.be.sample |
| 55b40 | 64 20 6c 69 6b 65 20 73 6f 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 | d.like.so:..........>>>.rng.mult |
| 55b60 | 69 6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31 2e 30 20 2f 20 33 2c 20 32 2e 30 20 2f 20 33 5d 29 | inomial(100,.[1.0./.3,.2.0./.3]) |
| 55b80 | 20 20 23 20 52 49 47 48 54 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 33 38 2c 20 36 32 5d | ..#.RIGHT.........array([38,.62] |
| 55ba0 | 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 6e 6f 74 20 6c 69 6b 65 3a 0a 0a | )..#.random..........not.like:.. |
| 55bc0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 31 30 30 2c | ........>>>.rng.multinomial(100, |
| 55be0 | 20 5b 31 2e 30 2c 20 32 2e 30 5d 29 20 20 23 20 57 52 4f 4e 47 0a 20 20 20 20 20 20 20 20 54 72 | .[1.0,.2.0])..#.WRONG.........Tr |
| 55c00 | 61 63 65 62 61 63 6b 20 28 6d 6f 73 74 20 72 65 63 65 6e 74 20 63 61 6c 6c 20 6c 61 73 74 29 3a | aceback.(most.recent.call.last): |
| 55c20 | 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 3a 20 70 76 61 6c 73 20 3c 20 30 2c 20 | .........ValueError:.pvals.<.0,. |
| 55c40 | 70 76 61 6c 73 20 3e 20 31 20 6f 72 20 70 76 61 6c 73 20 63 6f 6e 74 61 69 6e 73 20 4e 61 4e 73 | pvals.>.1.or.pvals.contains.NaNs |
| 55c60 | 0a 20 20 20 20 20 20 20 20 00 00 00 64 6f 75 62 6c 65 00 00 74 6f 6c 00 47 65 6e 65 72 61 74 6f | ............double..tol.Generato |
| 55c80 | 72 2e 67 75 6d 62 65 6c 20 28 6c 69 6e 65 20 32 32 35 39 29 00 00 00 00 63 6f 6c 6c 65 63 74 69 | r.gumbel.(line.2259)....collecti |
| 55ca0 | 6f 6e 73 2e 61 62 63 00 63 6c 69 6e 65 5f 69 6e 5f 74 72 61 63 65 62 61 63 6b 00 00 63 6f 75 6e | ons.abc.cline_in_traceback..coun |
| 55cc0 | 74 00 00 00 63 6f 6c 6f 72 73 00 00 65 70 73 00 3c 73 74 72 69 64 65 64 20 61 6e 64 20 69 6e 64 | t...colors..eps.<strided.and.ind |
| 55ce0 | 69 72 65 63 74 3e 00 00 6d 65 74 68 6f 64 20 6d 75 73 74 20 62 65 20 6f 6e 65 20 6f 66 20 7b 27 | irect>..method.must.be.one.of.{' |
| 55d00 | 65 69 67 68 27 2c 20 27 73 76 64 27 2c 20 27 63 68 6f 6c 65 73 6b 79 27 7d 00 00 00 61 73 74 79 | eigh',.'svd',.'cholesky'}...asty |
| 55d20 | 70 65 00 00 7a 69 67 00 64 65 66 61 75 6c 74 5f 72 6e 67 20 28 6c 69 6e 65 20 34 36 36 30 29 00 | pe..zig.default_rng.(line.4660). |
| 55d40 | 6c 65 66 74 20 3e 20 6d 6f 64 65 00 00 00 00 00 27 20 6f 62 6a 65 63 74 20 77 68 69 63 68 20 69 | left.>.mode.....'.object.which.i |
| 55d60 | 73 20 6e 6f 74 20 61 20 73 75 62 63 6c 61 73 73 20 6f 66 20 27 53 65 71 75 65 6e 63 65 27 3b 20 | s.not.a.subclass.of.'Sequence';. |
| 55d80 | 60 73 68 75 66 66 6c 65 60 20 69 73 20 6e 6f 74 20 67 75 61 72 61 6e 74 65 65 64 20 74 6f 20 62 | `shuffle`.is.not.guaranteed.to.b |
| 55da0 | 65 68 61 76 65 20 63 6f 72 72 65 63 74 6c 79 2e 20 45 2e 67 2e 2c 20 6e 6f 6e 2d 6e 75 6d 70 79 | ehave.correctly..E.g.,.non-numpy |
| 55dc0 | 20 61 72 72 61 79 2f 74 65 6e 73 6f 72 20 6f 62 6a 65 63 74 73 20 77 69 74 68 20 76 69 65 77 20 | .array/tensor.objects.with.view. |
| 55de0 | 73 65 6d 61 6e 74 69 63 73 20 6d 61 79 20 63 6f 6e 74 61 69 6e 20 64 75 70 6c 69 63 61 74 65 73 | semantics.may.contain.duplicates |
| 55e00 | 20 61 66 74 65 72 20 73 68 75 66 66 6c 69 6e 67 2e 00 00 00 72 69 67 68 74 00 00 00 00 00 00 00 | .after.shuffling....right....... |
| 55e20 | 0a 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 72 65 | .........choice(a,.size=None,.re |
| 55e40 | 70 6c 61 63 65 3d 54 72 75 65 2c 20 70 3d 4e 6f 6e 65 2c 20 61 78 69 73 3d 30 2c 20 73 68 75 66 | place=True,.p=None,.axis=0,.shuf |
| 55e60 | 66 6c 65 3d 54 72 75 65 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 73 20 61 20 72 | fle=True)..........Generates.a.r |
| 55e80 | 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 61 20 67 69 76 65 6e 20 61 72 72 61 79 0a | andom.sample.from.a.given.array. |
| 55ea0 | 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | .........Parameters.........---- |
| 55ec0 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 7b 61 72 72 61 79 5f 6c 69 6b 65 2c 20 | ------.........a.:.{array_like,. |
| 55ee0 | 69 6e 74 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 20 6e 64 61 72 72 61 79 2c 20 | int}.............If.an.ndarray,. |
| 55f00 | 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 69 73 20 67 65 6e 65 72 61 74 65 64 20 66 72 6f | a.random.sample.is.generated.fro |
| 55f20 | 6d 20 69 74 73 20 65 6c 65 6d 65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 | m.its.elements..............If.a |
| 55f40 | 6e 20 69 6e 74 2c 20 74 68 65 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 69 73 20 67 65 6e 65 | n.int,.the.random.sample.is.gene |
| 55f60 | 72 61 74 65 64 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 61 29 2e 0a 20 20 20 20 20 20 20 | rated.from.np.arange(a)......... |
| 55f80 | 20 73 69 7a 65 20 3a 20 7b 69 6e 74 2c 20 74 75 70 6c 65 5b 69 6e 74 5d 7d 2c 20 6f 70 74 69 6f | .size.:.{int,.tuple[int]},.optio |
| 55fa0 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 | nal.............Output.shape...I |
| 55fc0 | 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d | f.the.given.shape.is,.e.g.,.``(m |
| 55fe0 | 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 | ,.n,.k)``,.then.............``m. |
| 56000 | 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d | *.n.*.k``.samples.are.drawn.from |
| 56020 | 20 74 68 65 20 31 2d 64 20 60 61 60 2e 20 49 66 20 60 61 60 20 68 61 73 20 6d 6f 72 65 0a 20 20 | .the.1-d.`a`..If.`a`.has.more... |
| 56040 | 20 20 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f 6e 65 20 64 69 6d 65 6e 73 69 6f 6e 2c 20 74 68 | ..........than.one.dimension,.th |
| 56060 | 65 20 60 73 69 7a 65 60 20 73 68 61 70 65 20 77 69 6c 6c 20 62 65 20 69 6e 73 65 72 74 65 64 20 | e.`size`.shape.will.be.inserted. |
| 56080 | 69 6e 74 6f 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 61 78 69 73 60 20 64 69 6d 65 | into.the.............`axis`.dime |
| 560a0 | 6e 73 69 6f 6e 2c 20 73 6f 20 74 68 65 20 6f 75 74 70 75 74 20 60 60 6e 64 69 6d 60 60 20 77 69 | nsion,.so.the.output.``ndim``.wi |
| 560c0 | 6c 6c 20 62 65 20 60 60 61 2e 6e 64 69 6d 20 2d 20 31 20 2b 0a 20 20 20 20 20 20 20 20 20 20 20 | ll.be.``a.ndim.-.1.+............ |
| 560e0 | 20 6c 65 6e 28 73 69 7a 65 29 60 60 2e 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 | .len(size)``..Default.is.None,.i |
| 56100 | 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 0a 20 | n.which.case.a.single.value.is.. |
| 56120 | 20 20 20 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 72 65 70 | ...........returned..........rep |
| 56140 | 6c 61 63 65 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | lace.:.bool,.optional........... |
| 56160 | 20 20 57 68 65 74 68 65 72 20 74 68 65 20 73 61 6d 70 6c 65 20 69 73 20 77 69 74 68 20 6f 72 20 | ..Whether.the.sample.is.with.or. |
| 56180 | 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 2e 20 44 65 66 61 75 6c 74 20 69 73 20 | without.replacement..Default.is. |
| 561a0 | 54 72 75 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 61 6e 69 6e 67 20 74 68 61 74 20 61 | True,.............meaning.that.a |
| 561c0 | 20 76 61 6c 75 65 20 6f 66 20 60 60 61 60 60 20 63 61 6e 20 62 65 20 73 65 6c 65 63 74 65 64 20 | .value.of.``a``.can.be.selected. |
| 561e0 | 6d 75 6c 74 69 70 6c 65 20 74 69 6d 65 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 31 2d 44 20 | multiple.times..........p.:.1-D. |
| 56200 | 61 72 72 61 79 5f 6c 69 6b 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | array_like,.optional............ |
| 56220 | 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 61 73 73 6f 63 69 61 74 65 64 20 77 69 | .The.probabilities.associated.wi |
| 56240 | 74 68 20 65 61 63 68 20 65 6e 74 72 79 20 69 6e 20 61 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | th.each.entry.in.a.............. |
| 56260 | 49 66 20 6e 6f 74 20 67 69 76 65 6e 2c 20 74 68 65 20 73 61 6d 70 6c 65 20 61 73 73 75 6d 65 73 | If.not.given,.the.sample.assumes |
| 56280 | 20 61 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 61 6c 6c | .a.uniform.distribution.over.all |
| 562a0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 6e 74 72 69 65 73 20 69 6e 20 60 60 61 60 60 2e 0a 20 | .............entries.in.``a``... |
| 562c0 | 20 20 20 20 20 20 20 61 78 69 73 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 | .......axis.:.int,.optional..... |
| 562e0 | 20 20 20 20 20 20 20 20 54 68 65 20 61 78 69 73 20 61 6c 6f 6e 67 20 77 68 69 63 68 20 74 68 65 | ........The.axis.along.which.the |
| 56300 | 20 73 65 6c 65 63 74 69 6f 6e 20 69 73 20 70 65 72 66 6f 72 6d 65 64 2e 20 54 68 65 20 64 65 66 | .selection.is.performed..The.def |
| 56320 | 61 75 6c 74 2c 20 30 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 65 6c 65 63 74 73 20 62 79 20 | ault,.0,.............selects.by. |
| 56340 | 72 6f 77 2e 0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 | row..........shuffle.:.bool,.opt |
| 56360 | 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72 20 74 68 65 20 73 61 | ional.............Whether.the.sa |
| 56380 | 6d 70 6c 65 20 69 73 20 73 68 75 66 66 6c 65 64 20 77 68 65 6e 20 73 61 6d 70 6c 69 6e 67 20 77 | mple.is.shuffled.when.sampling.w |
| 563a0 | 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ithout.replacement.............. |
| 563c0 | 44 65 66 61 75 6c 74 20 69 73 20 54 72 75 65 2c 20 46 61 6c 73 65 20 70 72 6f 76 69 64 65 73 20 | Default.is.True,.False.provides. |
| 563e0 | 61 20 73 70 65 65 64 75 70 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | a.speedup...........Returns..... |
| 56400 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 73 69 | ....-------.........samples.:.si |
| 56420 | 6e 67 6c 65 20 69 74 65 6d 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 | ngle.item.or.ndarray............ |
| 56440 | 20 54 68 65 20 67 65 6e 65 72 61 74 65 64 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 0a 0a 20 | .The.generated.random.samples... |
| 56460 | 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 | .......Raises.........------.... |
| 56480 | 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 | .....ValueError.............If.a |
| 564a0 | 20 69 73 20 61 6e 20 69 6e 74 20 61 6e 64 20 6c 65 73 73 20 74 68 61 6e 20 7a 65 72 6f 2c 20 69 | .is.an.int.and.less.than.zero,.i |
| 564c0 | 66 20 70 20 69 73 20 6e 6f 74 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 2c 20 69 66 0a 20 20 20 | f.p.is.not.1-dimensional,.if.... |
| 564e0 | 20 20 20 20 20 20 20 20 20 61 20 69 73 20 61 72 72 61 79 2d 6c 69 6b 65 20 77 69 74 68 20 61 20 | .........a.is.array-like.with.a. |
| 56500 | 73 69 7a 65 20 30 2c 20 69 66 20 70 20 69 73 20 6e 6f 74 20 61 20 76 65 63 74 6f 72 20 6f 66 0a | size.0,.if.p.is.not.a.vector.of. |
| 56520 | 20 20 20 20 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 2c 20 69 66 20 61 20 | ............probabilities,.if.a. |
| 56540 | 61 6e 64 20 70 20 68 61 76 65 20 64 69 66 66 65 72 65 6e 74 20 6c 65 6e 67 74 68 73 2c 20 6f 72 | and.p.have.different.lengths,.or |
| 56560 | 20 69 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 20 61 6e | .if.............replace=False.an |
| 56580 | 64 20 74 68 65 20 73 61 6d 70 6c 65 20 73 69 7a 65 20 69 73 20 67 72 65 61 74 65 72 20 74 68 61 | d.the.sample.size.is.greater.tha |
| 565a0 | 6e 20 74 68 65 20 70 6f 70 75 6c 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a | n.the.population.............siz |
| 565c0 | 65 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d | e...........See.Also.........--- |
| 565e0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67 65 72 73 2c 20 73 68 75 66 66 6c 65 2c | -----.........integers,.shuffle, |
| 56600 | 20 70 65 72 6d 75 74 61 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | .permutation..........Notes..... |
| 56620 | 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 53 65 74 74 69 6e 67 20 75 73 65 72 2d 73 | ....-----.........Setting.user-s |
| 56640 | 70 65 63 69 66 69 65 64 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 74 68 72 6f 75 67 68 20 60 | pecified.probabilities.through.` |
| 56660 | 60 70 60 60 20 75 73 65 73 20 61 20 6d 6f 72 65 20 67 65 6e 65 72 61 6c 20 62 75 74 20 6c 65 73 | `p``.uses.a.more.general.but.les |
| 56680 | 73 0a 20 20 20 20 20 20 20 20 65 66 66 69 63 69 65 6e 74 20 73 61 6d 70 6c 65 72 20 74 68 61 6e | s.........efficient.sampler.than |
| 566a0 | 20 74 68 65 20 64 65 66 61 75 6c 74 2e 20 54 68 65 20 67 65 6e 65 72 61 6c 20 73 61 6d 70 6c 65 | .the.default..The.general.sample |
| 566c0 | 72 20 70 72 6f 64 75 63 65 73 20 61 20 64 69 66 66 65 72 65 6e 74 20 73 61 6d 70 6c 65 0a 20 20 | r.produces.a.different.sample... |
| 566e0 | 20 20 20 20 20 20 74 68 61 6e 20 74 68 65 20 6f 70 74 69 6d 69 7a 65 64 20 73 61 6d 70 6c 65 72 | ......than.the.optimized.sampler |
| 56700 | 20 65 76 65 6e 20 69 66 20 65 61 63 68 20 65 6c 65 6d 65 6e 74 20 6f 66 20 60 60 70 60 60 20 69 | .even.if.each.element.of.``p``.i |
| 56720 | 73 20 31 20 2f 20 6c 65 6e 28 61 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a | s.1./.len(a)...........Examples. |
| 56740 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 | ........--------.........Generat |
| 56760 | 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 6e | e.a.uniform.random.sample.from.n |
| 56780 | 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 20 33 3a 0a 0a 20 20 20 20 20 20 20 20 | p.arange(5).of.size.3:.......... |
| 567a0 | 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 | >>>.rng.=.np.random.default_rng( |
| 567c0 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 29 0a 20 | ).........>>>.rng.choice(5,.3).. |
| 567e0 | 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 30 2c 20 33 2c 20 34 5d 29 20 23 20 72 61 6e 64 6f 6d | .......array([0,.3,.4]).#.random |
| 56800 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 54 68 69 73 20 69 73 20 65 71 75 69 76 61 6c 65 6e 74 | .........>>>.#This.is.equivalent |
| 56820 | 20 74 6f 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 30 2c 35 2c 33 29 0a 0a 20 20 20 20 20 20 20 | .to.rng.integers(0,5,3)......... |
| 56840 | 20 47 65 6e 65 72 61 74 65 20 61 20 6e 6f 6e 2d 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 | .Generate.a.non-uniform.random.s |
| 56860 | 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 20 | ample.from.np.arange(5).of.size. |
| 56880 | 33 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c | 3:..........>>>.rng.choice(5,.3, |
| 568a0 | 20 70 3d 5b 30 2e 31 2c 20 30 2c 20 30 2e 33 2c 20 30 2e 36 2c 20 30 5d 29 0a 20 20 20 20 20 20 | .p=[0.1,.0,.0.3,.0.6,.0])....... |
| 568c0 | 20 20 61 72 72 61 79 28 5b 33 2c 20 33 2c 20 30 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 | ..array([3,.3,.0]).#.random..... |
| 568e0 | 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 | .....Generate.a.uniform.random.s |
| 56900 | 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 20 | ample.from.np.arange(5).of.size. |
| 56920 | 33 20 77 69 74 68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a | 3.without.........replacement:.. |
| 56940 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c 20 72 65 70 | ........>>>.rng.choice(5,.3,.rep |
| 56960 | 6c 61 63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 33 2c 31 2c 30 | lace=False).........array([3,1,0 |
| 56980 | 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 54 68 69 73 20 69 73 | ]).#.random.........>>>.#This.is |
| 569a0 | 20 65 71 75 69 76 61 6c 65 6e 74 20 74 6f 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 6e | .equivalent.to.rng.permutation(n |
| 569c0 | 70 2e 61 72 61 6e 67 65 28 35 29 29 5b 3a 33 5d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 | p.arange(5))[:3]..........Genera |
| 569e0 | 74 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 | te.a.uniform.random.sample.from. |
| 56a00 | 61 20 32 2d 44 20 61 72 72 61 79 20 61 6c 6f 6e 67 20 74 68 65 20 66 69 72 73 74 0a 20 20 20 20 | a.2-D.array.along.the.first..... |
| 56a20 | 20 20 20 20 61 78 69 73 20 28 74 68 65 20 64 65 66 61 75 6c 74 29 2c 20 77 69 74 68 6f 75 74 20 | ....axis.(the.default),.without. |
| 56a40 | 72 65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 | replacement:..........>>>.rng.ch |
| 56a60 | 6f 69 63 65 28 5b 5b 30 2c 20 31 2c 20 32 5d 2c 20 5b 33 2c 20 34 2c 20 35 5d 2c 20 5b 36 2c 20 | oice([[0,.1,.2],.[3,.4,.5],.[6,. |
| 56a80 | 37 2c 20 38 5d 5d 2c 20 32 2c 20 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 | 7,.8]],.2,.replace=False)....... |
| 56aa0 | 20 20 61 72 72 61 79 28 5b 5b 33 2c 20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 | ..array([[3,.4,.5],.#.random.... |
| 56ac0 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c 20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 | ............[0,.1,.2]])......... |
| 56ae0 | 20 47 65 6e 65 72 61 74 65 20 61 20 6e 6f 6e 2d 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 | .Generate.a.non-uniform.random.s |
| 56b00 | 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 0a | ample.from.np.arange(5).of.size. |
| 56b20 | 20 20 20 20 20 20 20 20 33 20 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a | ........3.without.replacement:.. |
| 56b40 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c 20 72 65 70 | ........>>>.rng.choice(5,.3,.rep |
| 56b60 | 6c 61 63 65 3d 46 61 6c 73 65 2c 20 70 3d 5b 30 2e 31 2c 20 30 2c 20 30 2e 33 2c 20 30 2e 36 2c | lace=False,.p=[0.1,.0,.0.3,.0.6, |
| 56b80 | 20 30 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 32 2c 20 33 2c 20 30 5d 29 20 23 20 | .0]).........array([2,.3,.0]).#. |
| 56ba0 | 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 41 6e 79 20 6f 66 20 74 68 65 20 61 62 6f 76 65 | random..........Any.of.the.above |
| 56bc0 | 20 63 61 6e 20 62 65 20 72 65 70 65 61 74 65 64 20 77 69 74 68 20 61 6e 20 61 72 62 69 74 72 61 | .can.be.repeated.with.an.arbitra |
| 56be0 | 72 79 20 61 72 72 61 79 2d 6c 69 6b 65 0a 20 20 20 20 20 20 20 20 69 6e 73 74 65 61 64 20 6f 66 | ry.array-like.........instead.of |
| 56c00 | 20 6a 75 73 74 20 69 6e 74 65 67 65 72 73 2e 20 46 6f 72 20 69 6e 73 74 61 6e 63 65 3a 0a 0a 20 | .just.integers..For.instance:... |
| 56c20 | 20 20 20 20 20 20 20 3e 3e 3e 20 61 61 5f 6d 69 6c 6e 65 5f 61 72 72 20 3d 20 5b 27 70 6f 6f 68 | .......>>>.aa_milne_arr.=.['pooh |
| 56c40 | 27 2c 20 27 72 61 62 62 69 74 27 2c 20 27 70 69 67 6c 65 74 27 2c 20 27 43 68 72 69 73 74 6f 70 | ',.'rabbit',.'piglet',.'Christop |
| 56c60 | 68 65 72 27 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 61 61 5f | her'].........>>>.rng.choice(aa_ |
| 56c80 | 6d 69 6c 6e 65 5f 61 72 72 2c 20 35 2c 20 70 3d 5b 30 2e 35 2c 20 30 2e 31 2c 20 30 2e 31 2c 20 | milne_arr,.5,.p=[0.5,.0.1,.0.1,. |
| 56ca0 | 30 2e 33 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 27 70 6f 6f 68 27 2c 20 27 70 6f | 0.3]).........array(['pooh',.'po |
| 56cc0 | 6f 68 27 2c 20 27 70 6f 6f 68 27 2c 20 27 43 68 72 69 73 74 6f 70 68 65 72 27 2c 20 27 70 69 67 | oh',.'pooh',.'Christopher',.'pig |
| 56ce0 | 6c 65 74 27 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 74 | let'],.#.random...............dt |
| 56d00 | 79 70 65 3d 27 3c 55 31 31 27 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 72 61 76 65 6c 00 00 00 | ype='<U11').............ravel... |
| 56d20 | 47 65 6e 65 72 61 74 6f 72 2e 69 6e 74 65 67 65 72 73 20 28 6c 69 6e 65 20 34 34 32 29 00 00 00 | Generator.integers.(line.442)... |
| 56d40 | 6d 61 72 67 69 6e 61 6c 73 00 00 00 69 67 6e 6f 72 65 00 00 63 00 00 00 b0 c0 07 80 01 00 00 00 | marginals...ignore..c........... |
| 56d60 | c0 c0 07 80 01 00 00 00 d0 c0 07 80 01 00 00 00 e0 c0 07 80 01 00 00 00 f8 c0 07 80 01 00 00 00 | ................................ |
| 56d80 | 18 c1 07 80 01 00 00 00 28 c1 07 80 01 00 00 00 68 69 67 68 20 2d 20 6c 6f 77 20 72 61 6e 67 65 | ........(.......high.-.low.range |
| 56da0 | 20 65 78 63 65 65 64 73 20 76 61 6c 69 64 20 62 6f 75 6e 64 73 00 00 00 72 61 69 73 65 00 00 00 | .exceeds.valid.bounds...raise... |
| 56dc0 | 70 76 61 6c 73 20 6d 75 73 74 20 68 61 76 65 20 61 74 20 6c 65 61 73 74 20 31 20 64 69 6d 65 6e | pvals.must.have.at.least.1.dimen |
| 56de0 | 73 69 6f 6e 20 61 6e 64 20 74 68 65 20 6c 61 73 74 20 64 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 70 | sion.and.the.last.dimension.of.p |
| 56e00 | 76 61 6c 73 20 6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 30 2e 00 00 00 00 | vals.must.be.greater.than.0..... |
| 56e20 | 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 73 65 72 69 65 73 20 28 6c 69 6e 65 20 33 33 38 32 29 00 | Generator.logseries.(line.3382). |
| 56e40 | 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 | Generator.standard_normal.(line. |
| 56e60 | 39 36 37 29 00 00 00 00 6e 73 61 6d 70 6c 65 00 49 6e 64 69 72 65 63 74 20 64 69 6d 65 6e 73 69 | 967)....nsample.Indirect.dimensi |
| 56e80 | 6f 6e 73 20 6e 6f 74 20 73 75 70 70 6f 72 74 65 64 00 00 00 4f 00 00 00 47 65 6e 65 72 61 74 6f | ons.not.supported...O...Generato |
| 56ea0 | 72 2e 6e 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 31 30 33 37 29 00 00 00 00 3c 63 6f 6e 74 69 67 75 | r.normal.(line.1037)....<contigu |
| 56ec0 | 6f 75 73 20 61 6e 64 20 69 6e 64 69 72 65 63 74 3e 00 00 00 63 6f 76 00 6c 6f 67 69 63 61 6c 5f | ous.and.indirect>...cov.logical_ |
| 56ee0 | 6f 72 00 00 6c 6f 63 00 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e | or..loc.Generator.multivariate_n |
| 56f00 | 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 33 34 36 33 29 00 00 00 72 61 6e 64 6f 6d 00 00 41 00 00 00 | ormal.(line.3463)...random..A... |
| 56f20 | 5f 5f 73 65 74 73 74 61 74 65 5f 63 79 74 68 6f 6e 5f 5f 00 61 6c 6c 00 46 65 77 65 72 20 6e 6f | __setstate_cython__.all.Fewer.no |
| 56f40 | 6e 2d 7a 65 72 6f 20 65 6e 74 72 69 65 73 20 69 6e 20 70 20 74 68 61 6e 20 73 69 7a 65 00 00 00 | n-zero.entries.in.p.than.size... |
| 56f60 | 6e 75 6d 70 79 00 00 00 43 61 6e 6e 6f 74 20 61 73 73 69 67 6e 20 74 6f 20 72 65 61 64 2d 6f 6e | numpy...Cannot.assign.to.read-on |
| 56f80 | 6c 79 20 6d 65 6d 6f 72 79 76 69 65 77 00 00 00 0a 20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 28 | ly.memoryview............normal( |
| 56fa0 | 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a | loc=0.0,.scale=1.0,.size=None).. |
| 56fc0 | 20 20 20 20 20 20 20 20 44 72 61 77 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d | ........Draw.random.samples.from |
| 56fe0 | 20 61 20 6e 6f 72 6d 61 6c 20 28 47 61 75 73 73 69 61 6e 29 20 64 69 73 74 72 69 62 75 74 69 6f | .a.normal.(Gaussian).distributio |
| 57000 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | n...........The.probability.dens |
| 57020 | 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 | ity.function.of.the.normal.distr |
| 57040 | 69 62 75 74 69 6f 6e 2c 20 66 69 72 73 74 0a 20 20 20 20 20 20 20 20 64 65 72 69 76 65 64 20 62 | ibution,.first.........derived.b |
| 57060 | 79 20 44 65 20 4d 6f 69 76 72 65 20 61 6e 64 20 32 30 30 20 79 65 61 72 73 20 6c 61 74 65 72 20 | y.De.Moivre.and.200.years.later. |
| 57080 | 62 79 20 62 6f 74 68 20 47 61 75 73 73 20 61 6e 64 20 4c 61 70 6c 61 63 65 0a 20 20 20 20 20 20 | by.both.Gauss.and.Laplace....... |
| 570a0 | 20 20 69 6e 64 65 70 65 6e 64 65 6e 74 6c 79 20 5b 32 5d 5f 2c 20 69 73 20 6f 66 74 65 6e 20 63 | ..independently.[2]_,.is.often.c |
| 570c0 | 61 6c 6c 65 64 20 74 68 65 20 62 65 6c 6c 20 63 75 72 76 65 20 62 65 63 61 75 73 65 20 6f 66 0a | alled.the.bell.curve.because.of. |
| 570e0 | 20 20 20 20 20 20 20 20 69 74 73 20 63 68 61 72 61 63 74 65 72 69 73 74 69 63 20 73 68 61 70 65 | ........its.characteristic.shape |
| 57100 | 20 28 73 65 65 20 74 68 65 20 65 78 61 6d 70 6c 65 20 62 65 6c 6f 77 29 2e 0a 0a 20 20 20 20 20 | .(see.the.example.below)........ |
| 57120 | 20 20 20 54 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 6f 63 63 75 | ...The.normal.distributions.occu |
| 57140 | 72 73 20 6f 66 74 65 6e 20 69 6e 20 6e 61 74 75 72 65 2e 20 20 46 6f 72 20 65 78 61 6d 70 6c 65 | rs.often.in.nature...For.example |
| 57160 | 2c 20 69 74 0a 20 20 20 20 20 20 20 20 64 65 73 63 72 69 62 65 73 20 74 68 65 20 63 6f 6d 6d 6f | ,.it.........describes.the.commo |
| 57180 | 6e 6c 79 20 6f 63 63 75 72 72 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 73 61 | nly.occurring.distribution.of.sa |
| 571a0 | 6d 70 6c 65 73 20 69 6e 66 6c 75 65 6e 63 65 64 0a 20 20 20 20 20 20 20 20 62 79 20 61 20 6c 61 | mples.influenced.........by.a.la |
| 571c0 | 72 67 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 69 6e 79 2c 20 72 61 6e 64 6f 6d 20 64 69 73 74 75 | rge.number.of.tiny,.random.distu |
| 571e0 | 72 62 61 6e 63 65 73 2c 20 65 61 63 68 20 77 69 74 68 20 69 74 73 20 6f 77 6e 0a 20 20 20 20 20 | rbances,.each.with.its.own...... |
| 57200 | 20 20 20 75 6e 69 71 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 5b 32 5d 5f 2e 0a 0a 20 20 | ...unique.distribution.[2]_..... |
| 57220 | 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......Parameters.........------- |
| 57240 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 | ---.........loc.:.float.or.array |
| 57260 | 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 65 61 6e | _like.of.floats.............Mean |
| 57280 | 20 28 22 63 65 6e 74 72 65 22 29 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | .("centre").of.the.distribution. |
| 572a0 | 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f | .........scale.:.float.or.array_ |
| 572c0 | 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 74 61 6e 64 | like.of.floats.............Stand |
| 572e0 | 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 28 73 70 72 65 61 64 20 6f 72 20 22 77 69 64 74 68 22 | ard.deviation.(spread.or."width" |
| 57300 | 29 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 0a 20 | ).of.the.distribution..Must.be.. |
| 57320 | 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 | ...........non-negative......... |
| 57340 | 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 | .size.:.int.or.tuple.of.ints,.op |
| 57360 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e | tional.............Output.shape. |
| 57380 | 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 | ..If.the.given.shape.is,.e.g.,.` |
| 573a0 | 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 | `(m,.n,.k)``,.then.............` |
| 573c0 | 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 | `m.*.n.*.k``.samples.are.drawn.. |
| 573e0 | 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a | .If.size.is.``None``.(default),. |
| 57400 | 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 | ............a.single.value.is.re |
| 57420 | 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 | turned.if.``loc``.and.``scale``. |
| 57440 | 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 | are.both.scalars..............Ot |
| 57460 | 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 61 | herwise,.``np.broadcast(loc,.sca |
| 57480 | 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 | le).size``.samples.are.drawn.... |
| 574a0 | 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 | .......Returns.........-------.. |
| 574c0 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 | .......out.:.ndarray.or.scalar.. |
| 574e0 | 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | ...........Drawn.samples.from.th |
| 57500 | 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 | e.parameterized.normal.distribut |
| 57520 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d | ion...........See.Also.........- |
| 57540 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6e 6f 72 6d | -------.........scipy.stats.norm |
| 57560 | 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c | .:.probability.density.function, |
| 57580 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d | .distribution.or.............cum |
| 575a0 | 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a | ulative.density.function,.etc... |
| 575c0 | 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 | ........Notes.........-----..... |
| 575e0 | 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 | ....The.probability.density.for. |
| 57600 | 74 68 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 | the.Gaussian.distribution.is.... |
| 57620 | 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b | .........math::.p(x).=.\frac{1}{ |
| 57640 | 5c 73 71 72 74 7b 20 32 20 5c 70 69 20 5c 73 69 67 6d 61 5e 32 20 7d 7d 0a 20 20 20 20 20 20 20 | \sqrt{.2.\pi.\sigma^2.}}........ |
| 57660 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 65 5e 7b 20 2d 20 5c 66 72 61 63 7b 20 28 | ..................e^{.-.\frac{.( |
| 57680 | 78 20 2d 20 5c 6d 75 29 5e 32 20 7d 20 7b 32 20 5c 73 69 67 6d 61 5e 32 7d 20 7d 2c 0a 0a 20 20 | x.-.\mu)^2.}.{2.\sigma^2}.},.... |
| 576a0 | 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 65 20 6d | ......where.:math:`\mu`.is.the.m |
| 576c0 | 65 61 6e 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 73 69 67 6d 61 60 20 74 68 65 20 73 74 61 6e 64 | ean.and.:math:`\sigma`.the.stand |
| 576e0 | 61 72 64 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69 6f 6e 2e 20 54 68 65 20 73 71 75 61 72 | ard.........deviation..The.squar |
| 57700 | 65 20 6f 66 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 3a 6d 61 | e.of.the.standard.deviation,.:ma |
| 57720 | 74 68 3a 60 5c 73 69 67 6d 61 5e 32 60 2c 0a 20 20 20 20 20 20 20 20 69 73 20 63 61 6c 6c 65 64 | th:`\sigma^2`,.........is.called |
| 57740 | 20 74 68 65 20 76 61 72 69 61 6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 75 6e 63 | .the.variance...........The.func |
| 57760 | 74 69 6f 6e 20 68 61 73 20 69 74 73 20 70 65 61 6b 20 61 74 20 74 68 65 20 6d 65 61 6e 2c 20 61 | tion.has.its.peak.at.the.mean,.a |
| 57780 | 6e 64 20 69 74 73 20 22 73 70 72 65 61 64 22 20 69 6e 63 72 65 61 73 65 73 20 77 69 74 68 0a 20 | nd.its."spread".increases.with.. |
| 577a0 | 20 20 20 20 20 20 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 28 74 | .......the.standard.deviation.(t |
| 577c0 | 68 65 20 66 75 6e 63 74 69 6f 6e 20 72 65 61 63 68 65 73 20 30 2e 36 30 37 20 74 69 6d 65 73 20 | he.function.reaches.0.607.times. |
| 577e0 | 69 74 73 20 6d 61 78 69 6d 75 6d 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 78 20 | its.maximum.at.........:math:`x. |
| 57800 | 2b 20 5c 73 69 67 6d 61 60 20 61 6e 64 20 3a 6d 61 74 68 3a 60 78 20 2d 20 5c 73 69 67 6d 61 60 | +.\sigma`.and.:math:`x.-.\sigma` |
| 57820 | 20 5b 32 5d 5f 29 2e 20 20 54 68 69 73 20 69 6d 70 6c 69 65 73 20 74 68 61 74 0a 20 20 20 20 20 | .[2]_)...This.implies.that...... |
| 57840 | 20 20 20 3a 6d 65 74 68 3a 60 6e 6f 72 6d 61 6c 60 20 69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 | ...:meth:`normal`.is.more.likely |
| 57860 | 20 74 6f 20 72 65 74 75 72 6e 20 73 61 6d 70 6c 65 73 20 6c 79 69 6e 67 20 63 6c 6f 73 65 20 74 | .to.return.samples.lying.close.t |
| 57880 | 6f 20 74 68 65 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 2c 20 72 61 74 68 65 72 20 74 68 61 6e 20 | o.the.........mean,.rather.than. |
| 578a0 | 74 68 6f 73 65 20 66 61 72 20 61 77 61 79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e | those.far.away...........Referen |
| 578c0 | 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e | ces.........----------.......... |
| 578e0 | 2e 20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 | ..[1].Wikipedia,."Normal.distrib |
| 57900 | 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 | ution",................https://e |
| 57920 | 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4e 6f 72 6d 61 6c 5f 64 69 73 74 | n.wikipedia.org/wiki/Normal_dist |
| 57940 | 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 2e 20 52 2e 20 50 65 | ribution............[2].P..R..Pe |
| 57960 | 65 62 6c 65 73 20 4a 72 2e 2c 20 22 43 65 6e 74 72 61 6c 20 4c 69 6d 69 74 20 54 68 65 6f 72 65 | ebles.Jr.,."Central.Limit.Theore |
| 57980 | 6d 22 20 69 6e 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | m".in."Probability,............. |
| 579a0 | 20 20 20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65 73 20 61 6e 64 20 52 61 6e 64 6f 6d 20 53 | ...Random.Variables.and.Random.S |
| 579c0 | 69 67 6e 61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c 20 34 74 68 20 65 64 2e 2c 20 32 30 30 31 | ignal.Principles",.4th.ed.,.2001 |
| 579e0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 70 70 2e 20 35 31 2c 20 35 31 2c 20 31 32 35 | ,................pp..51,.51,.125 |
| 57a00 | 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | ...........Examples.........---- |
| 57a20 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ----.........Draw.samples.from.t |
| 57a40 | 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 | he.distribution:..........>>>.mu |
| 57a60 | 2c 20 73 69 67 6d 61 20 3d 20 30 2c 20 30 2e 31 20 23 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e | ,.sigma.=.0,.0.1.#.mean.and.stan |
| 57a80 | 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e | dard.deviation.........>>>.s.=.n |
| 57aa0 | 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6e 6f 72 6d 61 6c 28 6d 75 | p.random.default_rng().normal(mu |
| 57ac0 | 2c 20 73 69 67 6d 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 56 65 72 69 66 79 20 74 | ,.sigma,.1000)..........Verify.t |
| 57ae0 | 68 65 20 6d 65 61 6e 20 61 6e 64 20 74 68 65 20 76 61 72 69 61 6e 63 65 3a 0a 0a 20 20 20 20 20 | he.mean.and.the.variance:....... |
| 57b00 | 20 20 20 3e 3e 3e 20 61 62 73 28 6d 75 20 2d 20 6e 70 2e 6d 65 61 6e 28 73 29 29 0a 20 20 20 20 | ...>>>.abs(mu.-.np.mean(s))..... |
| 57b20 | 20 20 20 20 30 2e 30 20 20 23 20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | ....0.0..#.may.vary..........>>> |
| 57b40 | 20 61 62 73 28 73 69 67 6d 61 20 2d 20 6e 70 2e 73 74 64 28 73 2c 20 64 64 6f 66 3d 31 29 29 0a | .abs(sigma.-.np.std(s,.ddof=1)). |
| 57b60 | 20 20 20 20 20 20 20 20 30 2e 30 20 20 23 20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20 | ........0.0..#.may.vary......... |
| 57b80 | 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 | .Display.the.histogram.of.the.sa |
| 57ba0 | 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 | mples,.along.with.........the.pr |
| 57bc0 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 | obability.density.function:..... |
| 57be0 | 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f | .....>>>.import.matplotlib.pyplo |
| 57c00 | 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 | t.as.plt.........>>>.count,.bins |
| 57c20 | 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 | ,.ignored.=.plt.hist(s,.30,.dens |
| 57c40 | 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 | ity=True).........>>>.plt.plot(b |
| 57c60 | 69 6e 73 2c 20 31 2f 28 73 69 67 6d 61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 | ins,.1/(sigma.*.np.sqrt(2.*.np.p |
| 57c80 | 69 29 29 20 2a 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | i)).*........................... |
| 57ca0 | 20 6e 70 2e 65 78 70 28 20 2d 20 28 62 69 6e 73 20 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a | .np.exp(.-.(bins.-.mu)**2./.(2.* |
| 57cc0 | 20 73 69 67 6d 61 2a 2a 32 29 20 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 | .sigma**2).),................... |
| 57ce0 | 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 | ...linewidth=2,.color='r')...... |
| 57d00 | 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 2d 62 | ...>>>.plt.show()..........Two-b |
| 57d20 | 79 2d 66 6f 75 72 20 61 72 72 61 79 20 6f 66 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 4e 28 33 | y-four.array.of.samples.from.N(3 |
| 57d40 | 2c 20 36 2e 32 35 29 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e | ,.6.25):..........>>>.np.random. |
| 57d60 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6e 6f 72 6d 61 6c 28 33 2c 20 32 2e 35 2c 20 73 69 7a | default_rng().normal(3,.2.5,.siz |
| 57d80 | 65 3d 28 32 2c 20 34 29 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 34 2e 34 39 34 | e=(2,.4)).........array([[-4.494 |
| 57da0 | 30 31 35 30 31 2c 20 20 34 2e 30 30 39 35 30 30 33 34 2c 20 2d 31 2e 38 31 38 31 34 38 36 37 2c | 01501,..4.00950034,.-1.81814867, |
| 57dc0 | 20 20 37 2e 32 39 37 31 38 36 37 37 5d 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 | ..7.29718677],...#.random....... |
| 57de0 | 20 20 20 20 20 20 20 20 20 5b 20 30 2e 33 39 39 32 34 38 30 34 2c 20 20 34 2e 36 38 34 35 36 33 | .........[.0.39924804,..4.684563 |
| 57e00 | 31 36 2c 20 20 34 2e 39 39 33 39 34 35 32 39 2c 20 20 34 2e 38 34 30 35 37 32 35 34 5d 5d 29 20 | 16,..4.99394529,..4.84057254]]). |
| 57e20 | 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 61 74 6f 6c 00 00 00 00 00 00 00 00 | .#.random...........atol........ |
| 57e40 | 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e | .........binomial(n,.p,.size=Non |
| 57e60 | 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 | e)..........Draw.samples.from.a. |
| 57e80 | 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 | binomial.distribution........... |
| 57ea0 | 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 62 69 6e 6f 6d 69 61 | Samples.are.drawn.from.a.binomia |
| 57ec0 | 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 | l.distribution.with.specified... |
| 57ee0 | 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 6e 20 74 72 69 61 6c 73 20 61 6e 64 20 70 | ......parameters,.n.trials.and.p |
| 57f00 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 0a 20 20 | .probability.of.success.where... |
| 57f20 | 20 20 20 20 20 20 6e 20 61 6e 20 69 6e 74 65 67 65 72 20 3e 3d 20 30 20 61 6e 64 20 70 20 69 73 | ......n.an.integer.>=.0.and.p.is |
| 57f40 | 20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 31 5d 2e 20 28 6e 20 6d 61 79 20 62 | .in.the.interval.[0,1]..(n.may.b |
| 57f60 | 65 0a 20 20 20 20 20 20 20 20 69 6e 70 75 74 20 61 73 20 61 20 66 6c 6f 61 74 2c 20 62 75 74 20 | e.........input.as.a.float,.but. |
| 57f80 | 69 74 20 69 73 20 74 72 75 6e 63 61 74 65 64 20 74 6f 20 61 6e 20 69 6e 74 65 67 65 72 20 69 6e | it.is.truncated.to.an.integer.in |
| 57fa0 | 20 75 73 65 29 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | .use)..........Parameters....... |
| 57fc0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 20 6f 72 20 | ..----------.........n.:.int.or. |
| 57fe0 | 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 | array_like.of.ints.............P |
| 58000 | 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d | arameter.of.the.distribution,.>= |
| 58020 | 20 30 2e 20 46 6c 6f 61 74 73 20 61 72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64 2c 0a 20 20 | .0..Floats.are.also.accepted,... |
| 58040 | 20 20 20 20 20 20 20 20 20 20 62 75 74 20 74 68 65 79 20 77 69 6c 6c 20 62 65 20 74 72 75 6e 63 | ..........but.they.will.be.trunc |
| 58060 | 61 74 65 64 20 74 6f 20 69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c | ated.to.integers..........p.:.fl |
| 58080 | 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 | oat.or.array_like.of.floats..... |
| 580a0 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 | ........Parameter.of.the.distrib |
| 580c0 | 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a | ution,.>=.0.and.<=1..........siz |
| 580e0 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 58100 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 58120 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 58140 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 58160 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 | .n.*.k``.samples.are.drawn...If. |
| 58180 | 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 | size.is.``None``.(default),..... |
| 581a0 | 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e | ........a.single.value.is.return |
| 581c0 | 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 | ed.if.``n``.and.``p``.are.both.s |
| 581e0 | 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 | calars..............Otherwise,.` |
| 58200 | 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | `np.broadcast(n,.p).size``.sampl |
| 58220 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 58240 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 58260 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 58280 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 582a0 | 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 77 68 65 72 65 0a 20 20 20 | binomial.distribution,.where.... |
| 582c0 | 20 20 20 20 20 20 20 20 20 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f | .........each.sample.is.equal.to |
| 582e0 | 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65 72 20 74 68 | .the.number.of.successes.over.th |
| 58300 | 65 20 6e 20 74 72 69 61 6c 73 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 | e.n.trials...........See.Also... |
| 58320 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 | ......--------.........scipy.sta |
| 58340 | 74 73 2e 62 69 6e 6f 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 | ts.binom.:.probability.density.f |
| 58360 | 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 | unction,.distribution.or........ |
| 58380 | 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e | .....cumulative.density.function |
| 583a0 | 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d | ,.etc...........Notes.........-- |
| 583c0 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | ---.........The.probability.dens |
| 583e0 | 69 74 79 20 66 6f 72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | ity.for.the.binomial.distributio |
| 58400 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 4e 29 20 3d 20 5c | n.is.............math::.P(N).=.\ |
| 58420 | 62 69 6e 6f 6d 7b 6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e 2d 4e 7d 2c 0a 0a 20 20 20 20 | binom{n}{N}p^N(1-p)^{n-N},...... |
| 58440 | 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 | ....where.:math:`n`.is.the.numbe |
| 58460 | 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 3a 6d 61 74 68 3a 60 70 60 20 69 73 20 74 68 65 20 70 72 | r.of.trials,.:math:`p`.is.the.pr |
| 58480 | 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 6f 66 20 73 75 63 63 65 73 73 2c 20 61 6e | obability.........of.success,.an |
| 584a0 | 64 20 3a 6d 61 74 68 3a 60 4e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 | d.:math:`N`.is.the.number.of.suc |
| 584c0 | 63 65 73 73 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 65 73 74 69 6d 61 74 69 6e 67 | cesses...........When.estimating |
| 584e0 | 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66 20 61 20 70 72 6f 70 6f 72 74 | .the.standard.error.of.a.proport |
| 58500 | 69 6f 6e 20 69 6e 20 61 20 70 6f 70 75 6c 61 74 69 6f 6e 20 62 79 0a 20 20 20 20 20 20 20 20 75 | ion.in.a.population.by.........u |
| 58520 | 73 69 6e 67 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20 74 68 65 20 6e 6f 72 6d 61 6c | sing.a.random.sample,.the.normal |
| 58540 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65 6c 6c 20 75 6e 6c 65 73 73 20 | .distribution.works.well.unless. |
| 58560 | 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a 6e 20 3c 3d 35 2c 20 77 68 65 | the.........product.p*n.<=5,.whe |
| 58580 | 72 65 20 70 20 3d 20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70 6f 72 74 69 6f 6e 20 65 73 74 | re.p.=.population.proportion.est |
| 585a0 | 69 6d 61 74 65 2c 20 61 6e 64 20 6e 20 3d 0a 20 20 20 20 20 20 20 20 6e 75 6d 62 65 72 20 6f 66 | imate,.and.n.=.........number.of |
| 585c0 | 20 73 61 6d 70 6c 65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68 65 20 62 69 6e 6f | .samples,.in.which.case.the.bino |
| 585e0 | 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 0a 20 20 20 20 20 20 | mial.distribution.is.used....... |
| 58600 | 20 20 69 6e 73 74 65 61 64 2e 20 46 6f 72 20 65 78 61 6d 70 6c 65 2c 20 61 20 73 61 6d 70 6c 65 | ..instead..For.example,.a.sample |
| 58620 | 20 6f 66 20 31 35 20 70 65 6f 70 6c 65 20 73 68 6f 77 73 20 34 20 77 68 6f 20 61 72 65 20 6c 65 | .of.15.people.shows.4.who.are.le |
| 58640 | 66 74 0a 20 20 20 20 20 20 20 20 68 61 6e 64 65 64 2c 20 61 6e 64 20 31 31 20 77 68 6f 20 61 72 | ft.........handed,.and.11.who.ar |
| 58660 | 65 20 72 69 67 68 74 20 68 61 6e 64 65 64 2e 20 54 68 65 6e 20 70 20 3d 20 34 2f 31 35 20 3d 20 | e.right.handed..Then.p.=.4/15.=. |
| 58680 | 32 37 25 2e 20 30 2e 32 37 2a 31 35 20 3d 20 34 2c 0a 20 20 20 20 20 20 20 20 73 6f 20 74 68 65 | 27%..0.27*15.=.4,.........so.the |
| 586a0 | 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 68 6f 75 6c 64 20 62 65 | .binomial.distribution.should.be |
| 586c0 | 20 75 73 65 64 20 69 6e 20 74 68 69 73 20 63 61 73 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 | .used.in.this.case...........Ref |
| 586e0 | 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | erences.........----------...... |
| 58700 | 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e 74 72 | ......[1].Dalgaard,.Peter,."Intr |
| 58720 | 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69 73 74 69 63 73 20 77 69 74 68 20 52 22 2c 0a 20 20 20 | oductory.Statistics.with.R",.... |
| 58740 | 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2d 56 65 72 6c 61 67 2c 20 32 30 30 | ............Springer-Verlag,.200 |
| 58760 | 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 6e 74 6f | 2.............[2].Glantz,.Stanto |
| 58780 | 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 2e 22 2c | n.A.."Primer.of.Biostatistics.", |
| 587a0 | 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 69 66 | .McGraw-Hill,................Fif |
| 587c0 | 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d | th.Edition,.2002.............[3] |
| 587e0 | 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 | .Lentner,.Marvin,."Elementary.Ap |
| 58800 | 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20 | plied.Statistics",.Bogden....... |
| 58820 | 20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20 | .........and.Quigley,.1972...... |
| 58840 | 20 20 20 20 2e 2e 20 5b 34 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 42 | .......[4].Weisstein,.Eric.W.."B |
| 58860 | 69 6e 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 | inomial.Distribution.".From.Math |
| 58880 | 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 | World--A................Wolfram. |
| 588a0 | 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 | Web.Resource.................htt |
| 588c0 | 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 42 69 6e 6f 6d 69 | p://mathworld.wolfram.com/Binomi |
| 588e0 | 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | alDistribution.html............[ |
| 58900 | 35 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 42 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 | 5].Wikipedia,."Binomial.distribu |
| 58920 | 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e | tion",................https://en |
| 58940 | 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 42 69 6e 6f 6d 69 61 6c 5f 64 69 73 | .wikipedia.org/wiki/Binomial_dis |
| 58960 | 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 | tribution..........Examples..... |
| 58980 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 | ....--------.........Draw.sample |
| 589a0 | 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 | s.from.the.distribution:........ |
| 589c0 | 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e | ..>>>.rng.=.np.random.default_rn |
| 589e0 | 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 2c 20 70 20 3d 20 31 30 2c 20 2e 35 20 20 23 | g().........>>>.n,.p.=.10,..5..# |
| 58a00 | 20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f | .number.of.trials,.probability.o |
| 58a20 | 66 20 65 61 63 68 20 74 72 69 61 6c 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 | f.each.trial.........>>>.s.=.rng |
| 58a40 | 2e 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 31 30 30 30 29 0a 20 20 20 20 20 20 20 20 23 20 | .binomial(n,.p,.1000).........#. |
| 58a60 | 72 65 73 75 6c 74 20 6f 66 20 66 6c 69 70 70 69 6e 67 20 61 20 63 6f 69 6e 20 31 30 20 74 69 6d | result.of.flipping.a.coin.10.tim |
| 58a80 | 65 73 2c 20 74 65 73 74 65 64 20 31 30 30 30 20 74 69 6d 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 | es,.tested.1000.times........... |
| 58aa0 | 41 20 72 65 61 6c 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 6e 79 20 | A.real.world.example..A.company. |
| 58ac0 | 64 72 69 6c 6c 73 20 39 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 20 65 78 70 6c 6f 72 61 74 69 6f | drills.9.wild-cat.oil.exploratio |
| 58ae0 | 6e 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e 20 65 73 | n.........wells,.each.with.an.es |
| 58b00 | 74 69 6d 61 74 65 64 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 6f | timated.probability.of.success.o |
| 58b20 | 66 20 30 2e 31 2e 20 41 6c 6c 20 6e 69 6e 65 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 20 66 61 | f.0.1..All.nine.........wells.fa |
| 58b40 | 69 6c 2e 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 74 | il..What.is.the.probability.of.t |
| 58b60 | 68 61 74 20 68 61 70 70 65 6e 69 6e 67 3f 0a 0a 20 20 20 20 20 20 20 20 4c 65 74 27 73 20 64 6f | hat.happening?..........Let's.do |
| 58b80 | 20 32 30 2c 30 30 30 20 74 72 69 61 6c 73 20 6f 66 20 74 68 65 20 6d 6f 64 65 6c 2c 20 61 6e 64 | .20,000.trials.of.the.model,.and |
| 58ba0 | 20 63 6f 75 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 67 | .count.the.number.that.........g |
| 58bc0 | 65 6e 65 72 61 74 65 20 7a 65 72 6f 20 70 6f 73 69 74 69 76 65 20 72 65 73 75 6c 74 73 2e 0a 0a | enerate.zero.positive.results... |
| 58be0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 6d 28 72 6e 67 2e 62 69 6e 6f 6d 69 61 6c 28 39 2c 20 | ........>>>.sum(rng.binomial(9,. |
| 58c00 | 30 2e 31 2c 20 32 30 30 30 30 29 20 3d 3d 20 30 29 2f 32 30 30 30 30 2e 0a 20 20 20 20 20 20 20 | 0.1,.20000).==.0)/20000......... |
| 58c20 | 20 23 20 61 6e 73 77 65 72 20 3d 20 30 2e 33 38 38 38 35 2c 20 6f 72 20 33 39 25 2e 0a 0a 20 20 | .#.answer.=.0.38885,.or.39%..... |
| 58c40 | 20 20 20 20 20 20 00 00 6c 65 73 73 00 00 00 00 0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c | ........less.............weibull |
| 58c60 | 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d | (a,.size=None)..........Draw.sam |
| 58c80 | 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e | ples.from.a.Weibull.distribution |
| 58ca0 | 2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 31 | ...........Draw.samples.from.a.1 |
| 58cc0 | 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | -parameter.Weibull.distribution. |
| 58ce0 | 77 69 74 68 20 74 68 65 20 67 69 76 65 6e 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 | with.the.given.........shape.par |
| 58d00 | 61 6d 65 74 65 72 20 60 61 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 58 | ameter.`a`..............math::.X |
| 58d20 | 20 3d 20 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c | .=.(-ln(U))^{1/a}..........Here, |
| 58d40 | 20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 | .U.is.drawn.from.the.uniform.dis |
| 58d60 | 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28 30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 | tribution.over.(0,1]...........T |
| 58d80 | 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 | he.more.common.2-parameter.Weibu |
| 58da0 | 6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a | ll,.including.a.scale.parameter. |
| 58dc0 | 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20 | ........:math:`\lambda`.is.just. |
| 58de0 | 3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62 64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d | :math:`X.=.\lambda(-ln(U))^{1/a} |
| 58e00 | 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d | `...........Parameters.........- |
| 58e20 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 | ---------.........a.:.float.or.a |
| 58e40 | 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | rray_like.of.floats............. |
| 58e60 | 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 | Shape.parameter.of.the.distribut |
| 58e80 | 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 | ion...Must.be.nonnegative....... |
| 58ea0 | 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 | ...size.:.int.or.tuple.of.ints,. |
| 58ec0 | 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 | optional.............Output.shap |
| 58ee0 | 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c | e...If.the.given.shape.is,.e.g., |
| 58f00 | 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 | .``(m,.n,.k)``,.then............ |
| 58f20 | 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e | .``m.*.n.*.k``.samples.are.drawn |
| 58f40 | 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 | ...If.size.is.``None``.(default) |
| 58f60 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 | ,.............a.single.value.is. |
| 58f80 | 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 | returned.if.``a``.is.a.scalar... |
| 58fa0 | 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 | Otherwise,.............``np.arra |
| 58fc0 | 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a | y(a).size``.samples.are.drawn... |
| 58fe0 | 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a | ........Returns.........-------. |
| 59000 | 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a | ........out.:.ndarray.or.scalar. |
| 59020 | 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ............Drawn.samples.from.t |
| 59040 | 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 | he.parameterized.Weibull.distrib |
| 59060 | 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 | ution...........See.Also........ |
| 59080 | 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 77 65 | .--------.........scipy.stats.we |
| 590a0 | 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 77 65 | ibull_max.........scipy.stats.we |
| 590c0 | 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 65 | ibull_min.........scipy.stats.ge |
| 590e0 | 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 0a 0a 20 20 20 20 20 20 20 | nextreme.........gumbel......... |
| 59100 | 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 | .Notes.........-----.........The |
| 59120 | 20 57 65 69 62 75 6c 6c 20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73 79 6d 70 74 6f 74 69 63 | .Weibull.(or.Type.III.asymptotic |
| 59140 | 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 | .extreme.value.distribution..... |
| 59160 | 20 20 20 20 66 6f 72 20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 73 2c 20 53 45 56 20 54 79 70 | ....for.smallest.values,.SEV.Typ |
| 59180 | 65 20 49 49 49 2c 20 6f 72 20 52 6f 73 69 6e 2d 52 61 6d 6d 6c 65 72 0a 20 20 20 20 20 20 20 20 | e.III,.or.Rosin-Rammler......... |
| 591a0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69 73 20 6f 6e 65 20 6f 66 20 61 20 63 6c 61 73 73 20 | distribution).is.one.of.a.class. |
| 591c0 | 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 0a 20 20 20 | of.Generalized.Extreme.Value.... |
| 591e0 | 20 20 20 20 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 75 73 65 64 20 69 6e | .....(GEV).distributions.used.in |
| 59200 | 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 70 72 6f 62 6c 65 6d 73 | .modeling.extreme.value.problems |
| 59220 | 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63 6c 75 64 65 73 20 74 68 | ..........This.class.includes.th |
| 59240 | 65 20 47 75 6d 62 65 6c 20 61 6e 64 20 46 72 65 63 68 65 74 20 64 69 73 74 72 69 62 75 74 69 6f | e.Gumbel.and.Frechet.distributio |
| 59260 | 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e | ns...........The.probability.den |
| 59280 | 73 69 74 79 20 66 6f 72 20 74 68 65 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f | sity.for.the.Weibull.distributio |
| 592a0 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c | n.is.............math::.p(x).=.\ |
| 592c0 | 66 72 61 63 7b 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | frac{a}......................... |
| 592e0 | 20 7b 5c 6c 61 6d 62 64 61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d 62 64 61 7d 29 5e 7b 61 | .{\lambda}(\frac{x}{\lambda})^{a |
| 59300 | 2d 31 7d 65 5e 7b 2d 28 78 2f 5c 6c 61 6d 62 64 61 29 5e 61 7d 2c 0a 0a 20 20 20 20 20 20 20 20 | -1}e^{-(x/\lambda)^a},.......... |
| 59320 | 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 | where.:math:`a`.is.the.shape.and |
| 59340 | 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61 6c 65 2e 0a 0a 20 20 20 | .:math:`\lambda`.the.scale...... |
| 59360 | 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69 74 73 20 70 65 61 6b 20 28 | .....The.function.has.its.peak.( |
| 59380 | 74 68 65 20 6d 6f 64 65 29 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d | the.mode).at.........:math:`\lam |
| 593a0 | 62 64 61 28 5c 66 72 61 63 7b 61 2d 31 7d 7b 61 7d 29 5e 7b 31 2f 61 7d 60 2e 0a 0a 20 20 20 20 | bda(\frac{a-1}{a})^{1/a}`....... |
| 593c0 | 20 20 20 20 57 68 65 6e 20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20 57 65 69 62 75 6c 6c 20 | ....When.``a.=.1``,.the.Weibull. |
| 593e0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20 74 68 65 20 65 78 70 6f | distribution.reduces.to.the.expo |
| 59400 | 6e 65 6e 74 69 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 | nential.........distribution.... |
| 59420 | 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | .......References.........------ |
| 59440 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f 64 64 69 20 57 65 69 62 | ----............[1].Waloddi.Weib |
| 59460 | 75 6c 6c 2c 20 52 6f 79 61 6c 20 54 65 63 68 6e 69 63 61 6c 20 55 6e 69 76 65 72 73 69 74 79 2c | ull,.Royal.Technical.University, |
| 59480 | 20 53 74 6f 63 6b 68 6f 6c 6d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 39 20 | .Stockholm,................1939. |
| 594a0 | 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 54 68 65 6f 72 79 20 4f 66 20 54 68 65 20 53 74 72 | "A.Statistical.Theory.Of.The.Str |
| 594c0 | 65 6e 67 74 68 20 4f 66 20 4d 61 74 65 72 69 61 6c 73 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 | ength.Of.Materials",............ |
| 594e0 | 20 20 20 20 49 6e 67 65 6e 69 6f 72 73 76 65 74 65 6e 73 6b 61 70 73 61 6b 61 64 65 6d 69 65 6e | ....Ingeniorsvetenskapsakademien |
| 59500 | 73 20 48 61 6e 64 6c 69 6e 67 61 72 20 4e 72 20 31 35 31 2c 20 31 39 33 39 2c 0a 20 20 20 20 20 | s.Handlingar.Nr.151,.1939,...... |
| 59520 | 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 6c 73 74 61 62 65 6e 73 20 4c 69 74 6f 67 72 61 | ..........Generalstabens.Litogra |
| 59540 | 66 69 73 6b 61 20 41 6e 73 74 61 6c 74 73 20 46 6f 72 6c 61 67 2c 20 53 74 6f 63 6b 68 6f 6c 6d | fiska.Anstalts.Forlag,.Stockholm |
| 59560 | 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 61 6c 6f 64 64 69 20 57 65 69 62 75 6c 6c | .............[2].Waloddi.Weibull |
| 59580 | 2c 20 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 46 75 | ,."A.Statistical.Distribution.Fu |
| 595a0 | 6e 63 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 69 64 65 20 41 70 | nction.of................Wide.Ap |
| 595c0 | 70 6c 69 63 61 62 69 6c 69 74 79 22 2c 20 4a 6f 75 72 6e 61 6c 20 4f 66 20 41 70 70 6c 69 65 64 | plicability",.Journal.Of.Applied |
| 595e0 | 20 4d 65 63 68 61 6e 69 63 73 20 41 53 4d 45 20 50 61 70 65 72 0a 20 20 20 20 20 20 20 20 20 20 | .Mechanics.ASME.Paper........... |
| 59600 | 20 20 20 20 20 31 39 35 31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 | .....1951.............[3].Wikipe |
| 59620 | 64 69 61 2c 20 22 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 | dia,."Weibull.distribution",.... |
| 59640 | 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 | ............https://en.wikipedia |
| 59660 | 2e 6f 72 67 2f 77 69 6b 69 2f 57 65 69 62 75 6c 6c 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a | .org/wiki/Weibull_distribution.. |
| 59680 | 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........Examples.........------- |
| 596a0 | 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | -.........Draw.samples.from.the. |
| 596c0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d | distribution:..........>>>.rng.= |
| 596e0 | 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 | .np.random.default_rng()........ |
| 59700 | 20 3e 3e 3e 20 61 20 3d 20 35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .>>>.a.=.5..#.shape.........>>>. |
| 59720 | 73 20 3d 20 72 6e 67 2e 77 65 69 62 75 6c 6c 28 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 | s.=.rng.weibull(a,.1000)........ |
| 59740 | 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 | ..Display.the.histogram.of.the.s |
| 59760 | 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 | amples,.along.with.........the.p |
| 59780 | 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 | robability.density.function:.... |
| 597a0 | 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c | ......>>>.import.matplotlib.pypl |
| 597c0 | 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 | ot.as.plt.........>>>.x.=.np.ara |
| 597e0 | 6e 67 65 28 31 2c 31 30 30 2e 29 2f 35 30 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 65 66 20 | nge(1,100.)/50..........>>>.def. |
| 59800 | 77 65 69 62 28 78 2c 6e 2c 61 29 3a 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 72 65 74 | weib(x,n,a):.................ret |
| 59820 | 75 72 6e 20 28 61 20 2f 20 6e 29 20 2a 20 28 78 20 2f 20 6e 29 2a 2a 28 61 20 2d 20 31 29 20 2a | urn.(a./.n).*.(x./.n)**(a.-.1).* |
| 59840 | 20 6e 70 2e 65 78 70 28 2d 28 78 20 2f 20 6e 29 2a 2a 61 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e | .np.exp(-(x./.n)**a)..........>> |
| 59860 | 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 | >.count,.bins,.ignored.=.plt.his |
| 59880 | 74 28 72 6e 67 2e 77 65 69 62 75 6c 6c 28 35 2e 2c 31 30 30 30 29 29 0a 20 20 20 20 20 20 20 20 | t(rng.weibull(5.,1000))......... |
| 598a0 | 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 31 30 30 2e 29 2f 35 30 2e 0a 20 20 | >>>.x.=.np.arange(1,100.)/50.... |
| 598c0 | 20 20 20 20 20 20 3e 3e 3e 20 73 63 61 6c 65 20 3d 20 63 6f 75 6e 74 2e 6d 61 78 28 29 2f 77 65 | ......>>>.scale.=.count.max()/we |
| 598e0 | 69 62 28 78 2c 20 31 2e 2c 20 35 2e 29 2e 6d 61 78 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ib(x,.1.,.5.).max().........>>>. |
| 59900 | 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 77 65 69 62 28 78 2c 20 31 2e 2c 20 35 2e 29 2a 73 63 61 6c | plt.plot(x,.weib(x,.1.,.5.)*scal |
| 59920 | 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 | e).........>>>.plt.show()....... |
| 59940 | 20 20 20 00 64 66 00 00 49 6d 70 6f 72 74 45 72 72 6f 72 00 6b 61 70 70 61 00 00 00 00 00 00 00 | ....df..ImportError.kappa....... |
| 59960 | 0a 20 20 20 20 20 20 20 20 72 61 79 6c 65 69 67 68 28 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a | .........rayleigh(scale=1.0,.siz |
| 59980 | 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 | e=None)..........Draw.samples.fr |
| 599a0 | 6f 6d 20 61 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | om.a.Rayleigh.distribution...... |
| 599c0 | 20 20 20 20 20 54 68 65 20 3a 6d 61 74 68 3a 60 5c 63 68 69 60 20 61 6e 64 20 57 65 69 62 75 6c | .....The.:math:`\chi`.and.Weibul |
| 599e0 | 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 61 72 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 | l.distributions.are.generalizati |
| 59a00 | 6f 6e 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 52 61 79 6c 65 69 67 68 2e 0a 0a 20 20 | ons.of.the.........Rayleigh..... |
| 59a20 | 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......Parameters.........------- |
| 59a40 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 | ---.........scale.:.float.or.arr |
| 59a60 | 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 | ay_like.of.floats,.optional..... |
| 59a80 | 20 20 20 20 20 20 20 20 53 63 61 6c 65 2c 20 61 6c 73 6f 20 65 71 75 61 6c 73 20 74 68 65 20 6d | ........Scale,.also.equals.the.m |
| 59aa0 | 6f 64 65 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 20 44 65 66 61 75 | ode..Must.be.non-negative..Defau |
| 59ac0 | 6c 74 20 69 73 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 | lt.is.1..........size.:.int.or.t |
| 59ae0 | 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | uple.of.ints,.optional.......... |
| 59b00 | 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 | ...Output.shape...If.the.given.s |
| 59b20 | 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 | hape.is,.e.g.,.``(m,.n,.k)``,.th |
| 59b40 | 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d | en.............``m.*.n.*.k``.sam |
| 59b60 | 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f | ples.are.drawn...If.size.is.``No |
| 59b80 | 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 | ne``.(default),.............a.si |
| 59ba0 | 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 73 63 61 6c | ngle.value.is.returned.if.``scal |
| 59bc0 | 65 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 | e``.is.a.scalar...Otherwise,.... |
| 59be0 | 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 73 63 61 6c 65 29 2e 73 69 7a 65 60 | .........``np.array(scale).size` |
| 59c00 | 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 | `.samples.are.drawn...........Re |
| 59c20 | 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 | turns.........-------.........ou |
| 59c40 | 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 | t.:.ndarray.or.scalar........... |
| 59c60 | 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 | ..Drawn.samples.from.the.paramet |
| 59c80 | 65 72 69 7a 65 64 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 | erized.Rayleigh.distribution.... |
| 59ca0 | 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .......Notes.........-----...... |
| 59cc0 | 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 | ...The.probability.density.funct |
| 59ce0 | 69 6f 6e 20 66 6f 72 20 74 68 65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f | ion.for.the.Rayleigh.distributio |
| 59d00 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 73 63 61 6c | n.is.............math::.P(x;scal |
| 59d20 | 65 29 20 3d 20 5c 66 72 61 63 7b 78 7d 7b 73 63 61 6c 65 5e 32 7d 65 5e 7b 5c 66 72 61 63 7b 2d | e).=.\frac{x}{scale^2}e^{\frac{- |
| 59d40 | 78 5e 32 7d 7b 32 20 5c 63 64 6f 74 70 20 73 63 61 6c 65 5e 32 7d 7d 0a 0a 20 20 20 20 20 20 20 | x^2}{2.\cdotp.scale^2}}......... |
| 59d60 | 20 54 68 65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 6f 75 6c 64 | .The.Rayleigh.distribution.would |
| 59d80 | 20 61 72 69 73 65 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20 69 66 20 74 68 65 20 45 61 73 74 | .arise,.for.example,.if.the.East |
| 59da0 | 0a 20 20 20 20 20 20 20 20 61 6e 64 20 4e 6f 72 74 68 20 63 6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 | .........and.North.components.of |
| 59dc0 | 20 74 68 65 20 77 69 6e 64 20 76 65 6c 6f 63 69 74 79 20 68 61 64 20 69 64 65 6e 74 69 63 61 6c | .the.wind.velocity.had.identical |
| 59de0 | 20 7a 65 72 6f 2d 6d 65 61 6e 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 | .zero-mean.........Gaussian.dist |
| 59e00 | 72 69 62 75 74 69 6f 6e 73 2e 20 20 54 68 65 6e 20 74 68 65 20 77 69 6e 64 20 73 70 65 65 64 20 | ributions...Then.the.wind.speed. |
| 59e20 | 77 6f 75 6c 64 20 68 61 76 65 20 61 20 52 61 79 6c 65 69 67 68 0a 20 20 20 20 20 20 20 20 64 69 | would.have.a.Rayleigh.........di |
| 59e40 | 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a | stribution...........References. |
| 59e60 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 | ........----------............[1 |
| 59e80 | 5d 20 42 72 69 67 68 74 6f 6e 20 57 65 62 73 20 4c 74 64 2e 2c 20 22 52 61 79 6c 65 69 67 68 20 | ].Brighton.Webs.Ltd.,."Rayleigh. |
| 59ea0 | 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 | Distribution,"................ht |
| 59ec0 | 74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 35 | tps://web.archive.org/web/200905 |
| 59ee0 | 31 34 30 39 31 34 32 34 2f 68 74 74 70 3a 2f 2f 62 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f | 14091424/http://brighton-webs.co |
| 59f00 | 2e 75 6b 3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2f 72 61 79 6c 65 69 67 68 2e 61 73 | .uk:80/distributions/rayleigh.as |
| 59f20 | 70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 52 61 79 | p............[2].Wikipedia,."Ray |
| 59f40 | 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 | leigh.distribution"............. |
| 59f60 | 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 | ...https://en.wikipedia.org/wiki |
| 59f80 | 2f 52 61 79 6c 65 69 67 68 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 | /Rayleigh_distribution.......... |
| 59fa0 | 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | Examples.........--------....... |
| 59fc0 | 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 | ..Draw.values.from.the.distribut |
| 59fe0 | 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 | ion.and.plot.the.histogram...... |
| 5a000 | 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 69 | ....>>>.from.matplotlib.pyplot.i |
| 5a020 | 6d 70 6f 72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e | mport.hist.........>>>.rng.=.np. |
| 5a040 | 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | random.default_rng().........>>> |
| 5a060 | 20 76 61 6c 75 65 73 20 3d 20 68 69 73 74 28 72 6e 67 2e 72 61 79 6c 65 69 67 68 28 33 2c 20 31 | .values.=.hist(rng.rayleigh(3,.1 |
| 5a080 | 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a | 00000),.bins=200,.density=True). |
| 5a0a0 | 0a 20 20 20 20 20 20 20 20 57 61 76 65 20 68 65 69 67 68 74 73 20 74 65 6e 64 20 74 6f 20 66 6f | .........Wave.heights.tend.to.fo |
| 5a0c0 | 6c 6c 6f 77 20 61 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 66 | llow.a.Rayleigh.distribution..If |
| 5a0e0 | 20 74 68 65 20 6d 65 61 6e 20 77 61 76 65 0a 20 20 20 20 20 20 20 20 68 65 69 67 68 74 20 69 73 | .the.mean.wave.........height.is |
| 5a100 | 20 31 20 6d 65 74 65 72 2c 20 77 68 61 74 20 66 72 61 63 74 69 6f 6e 20 6f 66 20 77 61 76 65 73 | .1.meter,.what.fraction.of.waves |
| 5a120 | 20 61 72 65 20 6c 69 6b 65 6c 79 20 74 6f 20 62 65 20 6c 61 72 67 65 72 20 74 68 61 6e 20 33 0a | .are.likely.to.be.larger.than.3. |
| 5a140 | 20 20 20 20 20 20 20 20 6d 65 74 65 72 73 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 | ........meters?..........>>>.mea |
| 5a160 | 6e 76 61 6c 75 65 20 3d 20 31 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 6f 64 65 76 61 6c 75 65 | nvalue.=.1.........>>>.modevalue |
| 5a180 | 20 3d 20 6e 70 2e 73 71 72 74 28 32 20 2f 20 6e 70 2e 70 69 29 20 2a 20 6d 65 61 6e 76 61 6c 75 | .=.np.sqrt(2./.np.pi).*.meanvalu |
| 5a1a0 | 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 72 61 79 6c 65 69 67 68 28 6d | e.........>>>.s.=.rng.rayleigh(m |
| 5a1c0 | 6f 64 65 76 61 6c 75 65 2c 20 31 30 30 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 | odevalue,.1000000)..........The. |
| 5a1e0 | 70 65 72 63 65 6e 74 61 67 65 20 6f 66 20 77 61 76 65 73 20 6c 61 72 67 65 72 20 74 68 61 6e 20 | percentage.of.waves.larger.than. |
| 5a200 | 33 20 6d 65 74 65 72 73 20 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 31 30 30 2e 2a 73 | 3.meters.is:..........>>>.100.*s |
| 5a220 | 75 6d 28 73 3e 33 29 2f 31 30 30 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 30 2e 30 38 37 33 30 | um(s>3)/1000000..........0.08730 |
| 5a240 | 30 30 30 30 30 30 30 30 30 30 30 30 33 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 | 0000000000003.#.random.......... |
| 5a260 | 00 00 00 00 61 6c 70 68 61 00 00 00 72 65 64 75 63 65 00 00 73 75 6d 00 3c 63 6f 6e 74 69 67 75 | ....alpha...reduce..sum.<contigu |
| 5a280 | 6f 75 73 20 61 6e 64 20 64 69 72 65 63 74 3e 00 65 6d 70 74 79 5f 6c 69 6b 65 00 00 4b 00 00 00 | ous.and.direct>.empty_like..K... |
| 5a2a0 | 55 6e 61 62 6c 65 20 74 6f 20 63 6f 6e 76 65 72 74 20 69 74 65 6d 20 74 6f 20 6f 62 6a 65 63 74 | Unable.to.convert.item.to.object |
| 5a2c0 | 00 00 00 00 70 76 61 6c 73 00 00 00 5f 70 63 67 36 34 00 00 6c 61 6d 00 72 65 73 68 61 70 65 00 | ....pvals..._pcg64..lam.reshape. |
| 5a2e0 | 68 61 73 6f 62 6a 65 63 74 00 00 00 65 6e 63 6f 64 65 00 00 54 00 00 00 47 65 6e 65 72 61 74 6f | hasobject...encode..T...Generato |
| 5a300 | 72 2e 62 69 6e 6f 6d 69 61 6c 20 28 6c 69 6e 65 20 32 38 30 37 29 00 00 5f 5f 65 6e 74 65 72 5f | r.binomial.(line.2807)..__enter_ |
| 5a320 | 5f 00 00 00 65 69 67 68 00 00 00 00 69 73 6e 61 6e 00 00 00 6d 65 74 68 6f 64 00 00 6e 00 00 00 | _...eigh....isnan...method..n... |
| 5a340 | 5f 5f 73 65 74 73 74 61 74 65 5f 5f 00 00 00 00 5f 5f 6d 61 69 6e 5f 5f 00 00 00 00 73 69 67 6d | __setstate__....__main__....sigm |
| 5a360 | 61 00 00 00 75 69 6e 74 36 34 00 00 70 00 00 00 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 | a...uint64..p...bit_generator... |
| 5a380 | 47 65 6e 65 72 61 74 6f 72 2e 70 65 72 6d 75 74 65 64 20 28 6c 69 6e 65 20 34 33 32 36 29 00 00 | Generator.permuted.(line.4326).. |
| 5a3a0 | 73 61 66 65 00 00 00 00 45 6d 70 74 79 20 73 68 61 70 65 20 74 75 70 6c 65 20 66 6f 72 20 63 79 | safe....Empty.shape.tuple.for.cy |
| 5a3c0 | 74 68 6f 6e 2e 61 72 72 61 79 00 00 00 00 00 00 63 6f 6c 6f 72 73 20 6d 75 73 74 20 62 65 20 61 | thon.array......colors.must.be.a |
| 5a3e0 | 20 6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 73 65 71 75 65 6e 63 65 20 6f 66 20 6e 6f 6e | .one-dimensional.sequence.of.non |
| 5a400 | 6e 65 67 61 74 69 76 65 20 69 6e 74 65 67 65 72 73 20 6e 6f 74 20 65 78 63 65 65 64 69 6e 67 20 | negative.integers.not.exceeding. |
| 5a420 | 25 64 2e 00 73 71 72 74 00 00 00 00 00 00 00 00 49 6e 73 75 66 66 69 63 69 65 6e 74 20 6d 65 6d | %d..sqrt........Insufficient.mem |
| 5a440 | 6f 72 79 20 66 6f 72 20 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 | ory.for.multivariate_hypergeomet |
| 5a460 | 72 69 63 20 77 69 74 68 20 6d 65 74 68 6f 64 3d 27 63 6f 75 6e 74 27 20 61 6e 64 20 73 75 6d 28 | ric.with.method='count'.and.sum( |
| 5a480 | 63 6f 6c 6f 72 73 29 3d 25 64 00 00 61 6e 79 00 5f 5f 70 79 78 5f 72 65 73 75 6c 74 00 00 00 00 | colors)=%d..any.__pyx_result.... |
| 5a4a0 | 6d 65 6d 76 69 65 77 00 53 65 71 75 65 6e 63 65 00 00 00 00 64 66 64 65 6e 00 00 00 70 69 63 6b | memview.Sequence....dfden...pick |
| 5a4c0 | 6c 65 00 00 78 00 00 00 65 6e 75 6d 65 72 61 74 65 00 00 00 75 69 6e 74 33 32 00 00 6d 75 00 00 | le..x...enumerate...uint32..mu.. |
| 5a4e0 | 5f 5f 72 65 64 75 63 65 5f 63 79 74 68 6f 6e 5f 5f 00 00 00 63 6f 70 79 74 6f 00 00 6f 62 6a 00 | __reduce_cython__...copyto..obj. |
| 5a500 | 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 74 20 28 6c 69 6e 65 20 31 36 38 37 29 | Generator.standard_t.(line.1687) |
| 5a520 | 00 00 00 00 69 6e 74 36 34 00 00 00 73 74 72 75 63 74 00 00 6d 61 78 00 61 73 61 72 72 61 79 00 | ....int64...struct..max.asarray. |
| 5a540 | 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 69 73 74 69 63 20 28 6c 69 6e 65 20 32 33 37 38 29 00 00 | Generator.logistic.(line.2378).. |
| 5a560 | 0a 20 20 20 20 20 20 20 20 62 79 74 65 73 28 6c 65 6e 67 74 68 29 0a 0a 20 20 20 20 20 20 20 20 | .........bytes(length).......... |
| 5a580 | 52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 62 79 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 | Return.random.bytes...........Pa |
| 5a5a0 | 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | rameters.........----------..... |
| 5a5c0 | 20 20 20 20 6c 65 6e 67 74 68 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d | ....length.:.int.............Num |
| 5a5e0 | 62 65 72 20 6f 66 20 72 61 6e 64 6f 6d 20 62 79 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 | ber.of.random.bytes...........Re |
| 5a600 | 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 | turns.........-------.........ou |
| 5a620 | 74 20 3a 20 62 79 74 65 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 74 72 69 6e 67 20 6f 66 20 | t.:.bytes.............String.of. |
| 5a640 | 6c 65 6e 67 74 68 20 60 6c 65 6e 67 74 68 60 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | length.`length`...........Exampl |
| 5a660 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | es.........--------.........>>>. |
| 5a680 | 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 62 79 74 65 73 28 31 30 | np.random.default_rng().bytes(10 |
| 5a6a0 | 29 0a 20 20 20 20 20 20 20 20 62 27 5c 78 66 65 43 5c 78 39 62 5c 78 38 36 5c 78 31 37 5c 78 66 | ).........b'\xfeC\x9b\x86\x17\xf |
| 5a6c0 | 32 5c 78 61 31 5c 78 61 66 63 70 27 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 | 2\xa1\xafcp'.#.random........... |
| 5a6e0 | 69 73 6e 61 74 69 76 65 00 00 00 00 73 68 61 70 65 00 00 00 2e 00 00 00 61 20 63 61 6e 6e 6f 74 | isnative....shape.......a.cannot |
| 5a700 | 20 62 65 20 65 6d 70 74 79 20 75 6e 6c 65 73 73 20 6e 6f 20 73 61 6d 70 6c 65 73 20 61 72 65 20 | .be.empty.unless.no.samples.are. |
| 5a720 | 74 61 6b 65 6e 00 00 00 6d 65 74 68 6f 64 20 6d 75 73 74 20 62 65 20 22 63 6f 75 6e 74 22 20 6f | taken...method.must.be."count".o |
| 5a740 | 72 20 22 6d 61 72 67 69 6e 61 6c 73 22 2e 00 00 0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 | r."marginals"............negativ |
| 5a760 | 65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 | e_binomial(n,.p,.size=None)..... |
| 5a780 | 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 | .....Draw.samples.from.a.negativ |
| 5a7a0 | 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 | e.binomial.distribution......... |
| 5a7c0 | 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 | ..Samples.are.drawn.from.a.negat |
| 5a7e0 | 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 | ive.binomial.distribution.with.s |
| 5a800 | 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60 | pecified.........parameters,.`n` |
| 5a820 | 20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60 70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f | .successes.and.`p`.probability.o |
| 5a840 | 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20 60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e | f.success.where.`n`.........is.> |
| 5a860 | 20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 28 30 | .0.and.`p`.is.in.the.interval.(0 |
| 5a880 | 2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | ,.1]...........Parameters....... |
| 5a8a0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 66 6c 6f 61 74 20 6f | ..----------.........n.:.float.o |
| 5a8c0 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 5a8e0 | 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | ...Parameter.of.the.distribution |
| 5a900 | 2c 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | ,.>.0..........p.:.float.or.arra |
| 5a920 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 | y_like.of.floats.............Par |
| 5a940 | 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 | ameter.of.the.distribution..Must |
| 5a960 | 20 73 61 74 69 73 66 79 20 30 20 3c 20 70 20 3c 3d 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a | .satisfy.0.<.p.<=.1..........siz |
| 5a980 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 5a9a0 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 5a9c0 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 5a9e0 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 5aa00 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 | .n.*.k``.samples.are.drawn...If. |
| 5aa20 | 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 | size.is.``None``.(default),..... |
| 5aa40 | 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e | ........a.single.value.is.return |
| 5aa60 | 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 | ed.if.``n``.and.``p``.are.both.s |
| 5aa80 | 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 | calars..............Otherwise,.` |
| 5aaa0 | 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | `np.broadcast(n,.p).size``.sampl |
| 5aac0 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 5aae0 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 5ab00 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 5ab20 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 5ab40 | 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a | negative.binomial.distribution,. |
| 5ab60 | 20 20 20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 | ............where.each.sample.is |
| 5ab80 | 20 65 71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 | .equal.to.N,.the.number.of.failu |
| 5aba0 | 72 65 73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 63 63 75 72 72 65 64 20 62 65 | res.that.............occurred.be |
| 5abc0 | 66 6f 72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20 73 75 63 63 65 73 73 65 73 20 77 61 73 20 | fore.a.total.of.n.successes.was. |
| 5abe0 | 72 65 61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 | reached...........Notes......... |
| 5ac00 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 | -----.........The.probability.ma |
| 5ac20 | 73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f | ss.function.of.the.negative.bino |
| 5ac40 | 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e | mial.distribution.is............ |
| 5ac60 | 20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29 20 3d 20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 | .math::.P(N;n,p).=.\frac{\Gamma( |
| 5ac80 | 4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e 29 7d 70 5e 7b 6e 7d 28 31 2d 70 29 5e 7b 4e 7d | N+n)}{N!\Gamma(n)}p^{n}(1-p)^{N} |
| 5aca0 | 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 | ,..........where.:math:`n`.is.th |
| 5acc0 | 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 2c 20 3a 6d 61 74 68 3a 60 70 60 | e.number.of.successes,.:math:`p` |
| 5ace0 | 20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 | .is.the.........probability.of.s |
| 5ad00 | 75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e 2b 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 | uccess,.:math:`N+n`.is.the.numbe |
| 5ad20 | 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 | r.of.trials,.and.........:math:` |
| 5ad40 | 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 20 57 | \Gamma`.is.the.gamma.function..W |
| 5ad60 | 68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 0a 20 20 20 | hen.:math:`n`.is.an.integer,.... |
| 5ad80 | 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e | .....:math:`\frac{\Gamma(N+n)}{N |
| 5ada0 | 21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62 69 6e 6f 6d 7b 4e 2b 6e 2d 31 7d 7b 4e 7d 60 2c | !\Gamma(n)}.=.\binom{N+n-1}{N}`, |
| 5adc0 | 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f | .which.is.........the.more.commo |
| 5ade0 | 6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74 65 72 6d 20 69 6e 20 74 68 65 20 74 68 65 20 70 | n.form.of.this.term.in.the.the.p |
| 5ae00 | 6d 66 2e 20 54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 | mf..The.negative.........binomia |
| 5ae20 | 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 67 69 76 65 73 20 74 68 65 20 70 72 6f 62 61 62 69 | l.distribution.gives.the.probabi |
| 5ae40 | 6c 69 74 79 20 6f 66 20 4e 20 66 61 69 6c 75 72 65 73 20 67 69 76 65 6e 20 6e 0a 20 20 20 20 20 | lity.of.N.failures.given.n...... |
| 5ae60 | 20 20 20 73 75 63 63 65 73 73 65 73 2c 20 77 69 74 68 20 61 20 73 75 63 63 65 73 73 20 6f 6e 20 | ...successes,.with.a.success.on. |
| 5ae80 | 74 68 65 20 6c 61 73 74 20 74 72 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 49 66 20 6f 6e 65 20 | the.last.trial...........If.one. |
| 5aea0 | 74 68 72 6f 77 73 20 61 20 64 69 65 20 72 65 70 65 61 74 65 64 6c 79 20 75 6e 74 69 6c 20 74 68 | throws.a.die.repeatedly.until.th |
| 5aec0 | 65 20 74 68 69 72 64 20 74 69 6d 65 20 61 20 22 31 22 20 61 70 70 65 61 72 73 2c 0a 20 20 20 20 | e.third.time.a."1".appears,..... |
| 5aee0 | 20 20 20 20 74 68 65 6e 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 | ....then.the.probability.distrib |
| 5af00 | 75 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 6e 6f 6e 2d 22 31 22 73 20 | ution.of.the.number.of.non-"1"s. |
| 5af20 | 74 68 61 74 0a 20 20 20 20 20 20 20 20 61 70 70 65 61 72 20 62 65 66 6f 72 65 20 74 68 65 20 74 | that.........appear.before.the.t |
| 5af40 | 68 69 72 64 20 22 31 22 20 69 73 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 | hird."1".is.a.negative.binomial. |
| 5af60 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 | distribution...........Reference |
| 5af80 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 | s.........----------............ |
| 5afa0 | 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 65 67 61 74 69 76 65 | [1].Weisstein,.Eric.W.."Negative |
| 5afc0 | 20 42 69 6e 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 | .Binomial.Distribution.".From... |
| 5afe0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 | .............MathWorld--A.Wolfra |
| 5b000 | 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 | m.Web.Resource.................h |
| 5b020 | 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 65 67 61 | ttp://mathworld.wolfram.com/Nega |
| 5b040 | 74 69 76 65 42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 | tiveBinomialDistribution.html... |
| 5b060 | 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 65 67 61 74 69 76 | .........[2].Wikipedia,."Negativ |
| 5b080 | 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 | e.binomial.distribution",....... |
| 5b0a0 | 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 | .........https://en.wikipedia.or |
| 5b0c0 | 67 2f 77 69 6b 69 2f 4e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 5f 64 69 73 74 72 69 62 | g/wiki/Negative_binomial_distrib |
| 5b0e0 | 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 | ution..........Examples......... |
| 5b100 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 | --------.........Draw.samples.fr |
| 5b120 | 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 41 20 | om.the.distribution:..........A. |
| 5b140 | 72 65 61 6c 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 6e 79 20 64 72 | real.world.example..A.company.dr |
| 5b160 | 69 6c 6c 73 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 0a 20 20 20 20 20 20 20 20 65 78 70 6c 6f 72 | ills.wild-cat.oil.........explor |
| 5b180 | 61 74 69 6f 6e 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e 20 65 73 74 69 6d 61 | ation.wells,.each.with.an.estima |
| 5b1a0 | 74 65 64 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 73 75 63 63 65 | ted.probability.of.........succe |
| 5b1c0 | 73 73 20 6f 66 20 30 2e 31 2e 20 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c | ss.of.0.1...What.is.the.probabil |
| 5b1e0 | 69 74 79 20 6f 66 20 68 61 76 69 6e 67 20 6f 6e 65 20 73 75 63 63 65 73 73 0a 20 20 20 20 20 20 | ity.of.having.one.success....... |
| 5b200 | 20 20 66 6f 72 20 65 61 63 68 20 73 75 63 63 65 73 73 69 76 65 20 77 65 6c 6c 2c 20 74 68 61 74 | ..for.each.successive.well,.that |
| 5b220 | 20 69 73 20 77 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 61 | .is.what.is.the.probability.of.a |
| 5b240 | 0a 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 73 75 63 63 65 73 73 20 61 66 74 65 72 20 64 72 | .........single.success.after.dr |
| 5b260 | 69 6c 6c 69 6e 67 20 35 20 77 65 6c 6c 73 2c 20 61 66 74 65 72 20 36 20 77 65 6c 6c 73 2c 20 65 | illing.5.wells,.after.6.wells,.e |
| 5b280 | 74 63 2e 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e | tc.?..........>>>.s.=.np.random. |
| 5b2a0 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 | default_rng().negative_binomial( |
| 5b2c0 | 31 2c 20 30 2e 31 2c 20 31 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 | 1,.0.1,.100000).........>>>.for. |
| 5b2e0 | 69 20 69 6e 20 72 61 6e 67 65 28 31 2c 20 31 31 29 3a 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 | i.in.range(1,.11):.#.doctest:.+S |
| 5b300 | 4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 3d | KIP................probability.= |
| 5b320 | 20 73 75 6d 28 73 3c 69 29 20 2f 20 31 30 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 | .sum(s<i)./.100000.............. |
| 5b340 | 20 20 20 70 72 69 6e 74 28 69 2c 20 22 77 65 6c 6c 73 20 64 72 69 6c 6c 65 64 2c 20 70 72 6f 62 | ...print(i,."wells.drilled,.prob |
| 5b360 | 61 62 69 6c 69 74 79 20 6f 66 20 6f 6e 65 20 73 75 63 63 65 73 73 20 3d 22 2c 20 70 72 6f 62 61 | ability.of.one.success.=",.proba |
| 5b380 | 62 69 6c 69 74 79 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 6e 70 00 00 47 65 6e 65 72 61 74 6f | bility).............np..Generato |
| 5b3a0 | 72 2e 63 68 6f 69 63 65 20 28 6c 69 6e 65 20 35 39 38 29 00 6f 75 74 00 61 20 6d 75 73 74 20 62 | r.choice.(line.598).out.a.must.b |
| 5b3c0 | 65 20 61 20 70 6f 73 69 74 69 76 65 20 69 6e 74 65 67 65 72 20 75 6e 6c 65 73 73 20 6e 6f 20 73 | e.a.positive.integer.unless.no.s |
| 5b3e0 | 61 6d 70 6c 65 73 20 61 72 65 20 74 61 6b 65 6e 00 00 00 00 72 61 6e 67 65 00 00 00 61 72 61 6e | amples.are.taken....range...aran |
| 5b400 | 67 65 00 00 73 76 64 00 61 6c 6c 6f 63 61 74 65 5f 62 75 66 66 65 72 00 68 69 67 68 00 00 00 00 | ge..svd.allocate_buffer.high.... |
| 5b420 | 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 64 66 | .........noncentral_chisquare(df |
| 5b440 | 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 | ,.nonc,.size=None)..........Draw |
| 5b460 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 | .samples.from.a.noncentral.chi-s |
| 5b480 | 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 | quare.distribution...........The |
| 5b4a0 | 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 | .noncentral.:math:`\chi^2`.distr |
| 5b4c0 | 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20 | ibution.is.a.generalization.of.. |
| 5b4e0 | 20 20 20 20 20 20 20 74 68 65 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 69 | .......the.:math:`\chi^2`.distri |
| 5b500 | 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 | bution...........Parameters..... |
| 5b520 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20 3a 20 66 6c 6f 61 | ....----------.........df.:.floa |
| 5b540 | 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 | t.or.array_like.of.floats....... |
| 5b560 | 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 | ......Degrees.of.freedom,.must.b |
| 5b580 | 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f 6e 63 68 | e.>.0..................versionch |
| 5b5a0 | 61 6e 67 65 64 3a 3a 20 31 2e 31 30 2e 30 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 45 61 | anged::.1.10.0................Ea |
| 5b5c0 | 72 6c 69 65 72 20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73 20 72 65 71 75 69 72 65 64 20 64 66 | rlier.NumPy.versions.required.df |
| 5b5e0 | 6e 75 6d 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 20 3a 20 66 6c 6f 61 74 20 6f 72 | num.>.1..........nonc.:.float.or |
| 5b600 | 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 | .array_like.of.floats........... |
| 5b620 | 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 | ..Non-centrality,.must.be.non-ne |
| 5b640 | 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 | gative..........size.:.int.or.tu |
| 5b660 | 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | ple.of.ints,.optional........... |
| 5b680 | 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 | ..Output.shape...If.the.given.sh |
| 5b6a0 | 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 | ape.is,.e.g.,.``(m,.n,.k)``,.the |
| 5b6c0 | 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 | n.............``m.*.n.*.k``.samp |
| 5b6e0 | 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e | les.are.drawn...If.size.is.``Non |
| 5b700 | 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e | e``.(default),.............a.sin |
| 5b720 | 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 60 60 20 | gle.value.is.returned.if.``df``. |
| 5b740 | 61 6e 64 20 60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 | and.``nonc``.are.both.scalars... |
| 5b760 | 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 | ...........Otherwise,.``np.broad |
| 5b780 | 63 61 73 74 28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 | cast(df,.nonc).size``.samples.ar |
| 5b7a0 | 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 | e.drawn...........Returns....... |
| 5b7c0 | 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 | ..-------.........out.:.ndarray. |
| 5b7e0 | 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 | or.scalar.............Drawn.samp |
| 5b800 | 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 6f 6e 63 65 | les.from.the.parameterized.nonce |
| 5b820 | 6e 74 72 61 6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | ntral.chi-square.distribution... |
| 5b840 | 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 | ........Notes.........-----..... |
| 5b860 | 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 | ....The.probability.density.func |
| 5b880 | 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75 61 | tion.for.the.noncentral.Chi-squa |
| 5b8a0 | 72 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 | re.........distribution.is...... |
| 5b8c0 | 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 64 66 2c 6e 6f 6e 63 29 20 3d 20 5c 73 75 | .......math::.P(x;df,nonc).=.\su |
| 5b8e0 | 6d 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | m^{\infty}_{i=0}................ |
| 5b900 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f 32 | ................\frac{e^{-nonc/2 |
| 5b920 | 7d 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b 69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | }(nonc/2)^{i}}{i!}.............. |
| 5b940 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d 28 | ..................P_{Y_{df+2i}}( |
| 5b960 | 78 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d 60 | x),..........where.:math:`Y_{q}` |
| 5b980 | 20 69 73 20 74 68 65 20 43 68 69 2d 73 71 75 61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65 65 | .is.the.Chi-square.with.q.degree |
| 5b9a0 | 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 | s.of.freedom...........Reference |
| 5b9c0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 | s.........----------............ |
| 5b9e0 | 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 | [1].Wikipedia,."Noncentral.chi-s |
| 5ba00 | 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 | quared.distribution"............ |
| 5ba20 | 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b | ....https://en.wikipedia.org/wik |
| 5ba40 | 69 2f 4e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 2d 73 71 75 61 72 65 64 5f 64 69 73 74 72 69 62 | i/Noncentral_chi-squared_distrib |
| 5ba60 | 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 | ution..........Examples......... |
| 5ba80 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f | --------.........Draw.values.fro |
| 5baa0 | 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 | m.the.distribution.and.plot.the. |
| 5bac0 | 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e | histogram..........>>>.rng.=.np. |
| 5bae0 | 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | random.default_rng().........>>> |
| 5bb00 | 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 | .import.matplotlib.pyplot.as.plt |
| 5bb20 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 72 | .........>>>.values.=.plt.hist(r |
| 5bb40 | 6e 67 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c 20 31 | ng.noncentral_chisquare(3,.20,.1 |
| 5bb60 | 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 | 00000),......................... |
| 5bb80 | 20 20 20 20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 | ......bins=200,.density=True)... |
| 5bba0 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 72 | ......>>>.plt.show()..........Dr |
| 5bbc0 | 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 61 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 73 | aw.values.from.a.noncentral.chis |
| 5bbe0 | 71 75 61 72 65 20 77 69 74 68 20 76 65 72 79 20 73 6d 61 6c 6c 20 6e 6f 6e 63 65 6e 74 72 61 6c | quare.with.very.small.noncentral |
| 5bc00 | 69 74 79 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 72 65 20 74 6f 20 61 20 63 68 | ity,.........and.compare.to.a.ch |
| 5bc20 | 69 73 71 75 61 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 | isquare...........>>>.plt.figure |
| 5bc40 | 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 | ().........>>>.values.=.plt.hist |
| 5bc60 | 28 72 6e 67 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 2e 30 30 | (rng.noncentral_chisquare(3,..00 |
| 5bc80 | 30 30 30 30 31 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 | 00001,.100000),................. |
| 5bca0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28 30 2e 2c | ..............bins=np.arange(0., |
| 5bcc0 | 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 | .25,..1),.density=True)......... |
| 5bce0 | 3e 3e 3e 20 76 61 6c 75 65 73 32 20 3d 20 70 6c 74 2e 68 69 73 74 28 72 6e 67 2e 63 68 69 73 71 | >>>.values2.=.plt.hist(rng.chisq |
| 5bd00 | 75 61 72 65 28 33 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 | uare(3,.100000),................ |
| 5bd20 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28 30 | ................bins=np.arange(0 |
| 5bd40 | 2e 2c 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 | .,.25,..1),.density=True)....... |
| 5bd60 | 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 76 61 6c 75 65 73 5b 31 5d 5b 30 3a 2d 31 5d 2c 20 | ..>>>.plt.plot(values[1][0:-1],. |
| 5bd80 | 76 61 6c 75 65 73 5b 30 5d 2d 76 61 6c 75 65 73 32 5b 30 5d 2c 20 27 6f 62 27 29 0a 20 20 20 20 | values[0]-values2[0],.'ob')..... |
| 5bda0 | 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 65 6d 6f | ....>>>.plt.show()..........Demo |
| 5bdc0 | 6e 73 74 72 61 74 65 20 68 6f 77 20 6c 61 72 67 65 20 76 61 6c 75 65 73 20 6f 66 20 6e 6f 6e 2d | nstrate.how.large.values.of.non- |
| 5bde0 | 63 65 6e 74 72 61 6c 69 74 79 20 6c 65 61 64 20 74 6f 20 61 20 6d 6f 72 65 20 73 79 6d 6d 65 74 | centrality.lead.to.a.more.symmet |
| 5be00 | 72 69 63 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 | ric.........distribution........ |
| 5be20 | 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ...>>>.plt.figure().........>>>. |
| 5be40 | 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 72 6e 67 2e 6e 6f 6e 63 65 6e 74 72 61 6c | values.=.plt.hist(rng.noncentral |
| 5be60 | 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 | _chisquare(3,.20,.100000),...... |
| 5be80 | 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 32 30 | .........................bins=20 |
| 5bea0 | 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | 0,.density=True).........>>>.plt |
| 5bec0 | 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 63 75 6d 73 75 6d 00 00 62 00 00 00 | .show().............cumsum..b... |
| 5bee0 | 5f 5f 64 69 63 74 5f 5f 00 00 00 00 41 53 43 49 49 00 00 00 75 69 6e 74 31 36 00 00 69 64 00 00 | __dict__....ASCII...uint16..id.. |
| 5bf00 | 90 c0 07 80 01 00 00 00 63 68 65 63 6b 5f 76 61 6c 69 64 00 29 00 00 00 47 65 6e 65 72 61 74 6f | ........check_valid.)...Generato |
| 5bf20 | 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 20 28 6c 69 6e 65 20 31 35 34 | r.noncentral_chisquare.(line.154 |
| 5bf40 | 32 29 00 00 3c 75 34 00 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 20 28 | 2)..<u4.Generator.noncentral_f.( |
| 5bf60 | 6c 69 6e 65 20 31 33 39 36 29 00 00 64 6f 74 00 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 20 28 | line.1396)..dot.Generator.zipf.( |
| 5bf80 | 6c 69 6e 65 20 33 31 30 30 29 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 63 68 69 73 71 75 61 | line.3100)...............chisqua |
| 5bfa0 | 72 65 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 | re(df,.size=None)..........Draw. |
| 5bfc0 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69 | samples.from.a.chi-square.distri |
| 5bfe0 | 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 64 66 60 20 69 6e 64 65 70 | bution...........When.`df`.indep |
| 5c000 | 65 6e 64 65 6e 74 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 73 2c 20 65 61 63 68 20 77 69 | endent.random.variables,.each.wi |
| 5c020 | 74 68 20 73 74 61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 | th.standard.normal.........distr |
| 5c040 | 69 62 75 74 69 6f 6e 73 20 28 6d 65 61 6e 20 30 2c 20 76 61 72 69 61 6e 63 65 20 31 29 2c 20 61 | ibutions.(mean.0,.variance.1),.a |
| 5c060 | 72 65 20 73 71 75 61 72 65 64 20 61 6e 64 20 73 75 6d 6d 65 64 2c 20 74 68 65 0a 20 20 20 20 20 | re.squared.and.summed,.the...... |
| 5c080 | 20 20 20 72 65 73 75 6c 74 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 63 68 69 | ...resulting.distribution.is.chi |
| 5c0a0 | 2d 73 71 75 61 72 65 20 28 73 65 65 20 4e 6f 74 65 73 29 2e 20 20 54 68 69 73 20 64 69 73 74 72 | -square.(see.Notes)...This.distr |
| 5c0c0 | 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e | ibution.........is.often.used.in |
| 5c0e0 | 20 68 79 70 6f 74 68 65 73 69 73 20 74 65 73 74 69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 | .hypothesis.testing...........Pa |
| 5c100 | 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | rameters.........----------..... |
| 5c120 | 20 20 20 20 64 66 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 | ....df.:.float.or.array_like.of. |
| 5c140 | 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 64 65 | floats..............Number.of.de |
| 5c160 | 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 | grees.of.freedom,.must.be.>.0... |
| 5c180 | 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e | .......size.:.int.or.tuple.of.in |
| 5c1a0 | 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 | ts,.optional.............Output. |
| 5c1c0 | 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 | shape...If.the.given.shape.is,.e |
| 5c1e0 | 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 | .g.,.``(m,.n,.k)``,.then........ |
| 5c200 | 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 | .....``m.*.n.*.k``.samples.are.d |
| 5c220 | 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 | rawn...If.size.is.``None``.(defa |
| 5c240 | 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 | ult),.............a.single.value |
| 5c260 | 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 60 60 20 69 73 20 61 20 73 63 61 6c | .is.returned.if.``df``.is.a.scal |
| 5c280 | 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 | ar...Otherwise,.............``np |
| 5c2a0 | 2e 61 72 72 61 79 28 64 66 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | .array(df).size``.samples.are.dr |
| 5c2c0 | 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | awn...........Returns.........-- |
| 5c2e0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 | -----.........out.:.ndarray.or.s |
| 5c300 | 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 | calar.............Drawn.samples. |
| 5c320 | 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 63 68 69 2d 73 71 75 61 72 | from.the.parameterized.chi-squar |
| 5c340 | 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a | e.distribution...........Raises. |
| 5c360 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f | ........------.........ValueErro |
| 5c380 | 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 64 66 60 20 3c 3d 20 30 20 6f 72 20 | r.............When.`df`.<=.0.or. |
| 5c3a0 | 77 68 65 6e 20 61 6e 20 69 6e 61 70 70 72 6f 70 72 69 61 74 65 20 60 73 69 7a 65 60 20 28 65 2e | when.an.inappropriate.`size`.(e. |
| 5c3c0 | 67 2e 20 60 60 73 69 7a 65 3d 2d 31 60 60 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 73 20 67 | g..``size=-1``).............is.g |
| 5c3e0 | 69 76 65 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | iven...........Notes.........--- |
| 5c400 | 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 61 72 69 61 62 6c 65 20 6f 62 74 61 69 6e 65 64 | --.........The.variable.obtained |
| 5c420 | 20 62 79 20 73 75 6d 6d 69 6e 67 20 74 68 65 20 73 71 75 61 72 65 73 20 6f 66 20 60 64 66 60 20 | .by.summing.the.squares.of.`df`. |
| 5c440 | 69 6e 64 65 70 65 6e 64 65 6e 74 2c 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 20 6e 6f | independent,.........standard.no |
| 5c460 | 72 6d 61 6c 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 | rmally.distributed.random.variab |
| 5c480 | 6c 65 73 3a 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 51 20 3d 20 5c 73 75 6d | les:.............math::.Q.=.\sum |
| 5c4a0 | 5f 7b 69 3d 30 7d 5e 7b 5c 6d 61 74 68 74 74 7b 64 66 7d 7d 20 58 5e 32 5f 69 0a 0a 20 20 20 20 | _{i=0}^{\mathtt{df}}.X^2_i...... |
| 5c4c0 | 20 20 20 20 69 73 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 65 64 2c 20 64 | ....is.chi-square.distributed,.d |
| 5c4e0 | 65 6e 6f 74 65 64 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 51 20 5c 73 69 6d | enoted.............math::.Q.\sim |
| 5c500 | 20 5c 63 68 69 5e 32 5f 6b 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c | .\chi^2_k...........The.probabil |
| 5c520 | 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 63 68 69 2d | ity.density.function.of.the.chi- |
| 5c540 | 73 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 | squared.distribution.is......... |
| 5c560 | 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 28 31 2f 32 29 5e 7b 6b | ....math::.p(x).=.\frac{(1/2)^{k |
| 5c580 | 2f 32 7d 7d 7b 5c 47 61 6d 6d 61 28 6b 2f 32 29 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | /2}}{\Gamma(k/2)}............... |
| 5c5a0 | 20 20 20 20 20 20 20 20 20 20 20 78 5e 7b 6b 2f 32 20 2d 20 31 7d 20 65 5e 7b 2d 78 2f 32 7d 2c | ...........x^{k/2.-.1}.e^{-x/2}, |
| 5c5c0 | 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 | ..........where.:math:`\Gamma`.i |
| 5c5e0 | 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2c 0a 0a 20 20 20 20 20 20 20 20 2e | s.the.gamma.function,........... |
| 5c600 | 2e 20 6d 61 74 68 3a 3a 20 5c 47 61 6d 6d 61 28 78 29 20 3d 20 5c 69 6e 74 5f 30 5e 7b 2d 5c 69 | ..math::.\Gamma(x).=.\int_0^{-\i |
| 5c620 | 6e 66 74 79 7d 20 74 5e 7b 78 20 2d 20 31 7d 20 65 5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 | nfty}.t^{x.-.1}.e^{-t}.dt....... |
| 5c640 | 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d | ....References.........--------- |
| 5c660 | 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 | -............[1].NIST."Engineeri |
| 5c680 | 6e 67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e 64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 | ng.Statistics.Handbook"......... |
| 5c6a0 | 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f | .......https://www.itl.nist.gov/ |
| 5c6c0 | 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 | div898/handbook/eda/section3/eda |
| 5c6e0 | 33 36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 | 3666.htm..........Examples...... |
| 5c700 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f | ...--------.........>>>.np.rando |
| 5c720 | 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 63 68 69 73 71 75 61 72 65 28 32 2c 34 29 0a 20 | m.default_rng().chisquare(2,4).. |
| 5c740 | 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 31 2e 38 39 39 32 30 30 31 34 2c 20 20 39 2e 30 30 | .......array([.1.89920014,..9.00 |
| 5c760 | 38 36 37 37 31 36 2c 20 20 33 2e 31 33 37 31 30 35 33 33 2c 20 20 35 2e 36 32 33 31 38 32 37 32 | 867716,..3.13710533,..5.62318272 |
| 5c780 | 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 4e 6f 6e 65 00 00 00 00 | ]).#.random.............None.... |
| 5c7a0 | 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 | .........gumbel(loc=0.0,.scale=1 |
| 5c7c0 | 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d | .0,.size=None)..........Draw.sam |
| 5c7e0 | 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | ples.from.a.Gumbel.distribution. |
| 5c800 | 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 | ..........Draw.samples.from.a.Gu |
| 5c820 | 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 | mbel.distribution.with.specified |
| 5c840 | 20 6c 6f 63 61 74 69 6f 6e 20 61 6e 64 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 2e 20 20 46 6f | .location.and.........scale...Fo |
| 5c860 | 72 20 6d 6f 72 65 20 69 6e 66 6f 72 6d 61 74 69 6f 6e 20 6f 6e 20 74 68 65 20 47 75 6d 62 65 6c | r.more.information.on.the.Gumbel |
| 5c880 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73 65 65 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 | .distribution,.see.........Notes |
| 5c8a0 | 20 61 6e 64 20 52 65 66 65 72 65 6e 63 65 73 20 62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 20 | .and.References.below........... |
| 5c8c0 | 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | Parameters.........----------... |
| 5c8e0 | 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 | ......loc.:.float.or.array_like. |
| 5c900 | 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | of.floats,.optional............. |
| 5c920 | 54 68 65 20 6c 6f 63 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68 65 20 | The.location.of.the.mode.of.the. |
| 5c940 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 | distribution..Default.is.0...... |
| 5c960 | 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 | ....scale.:.float.or.array_like. |
| 5c980 | 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | of.floats,.optional............. |
| 5c9a0 | 54 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 | The.scale.parameter.of.the.distr |
| 5c9c0 | 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e | ibution..Default.is.1..Must.be.n |
| 5c9e0 | 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 | on-.............negative........ |
| 5ca00 | 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f | ..size.:.int.or.tuple.of.ints,.o |
| 5ca20 | 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 | ptional.............Output.shape |
| 5ca40 | 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 | ...If.the.given.shape.is,.e.g.,. |
| 5ca60 | 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ``(m,.n,.k)``,.then............. |
| 5ca80 | 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e | ``m.*.n.*.k``.samples.are.drawn. |
| 5caa0 | 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c | ..If.size.is.``None``.(default), |
| 5cac0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 | .............a.single.value.is.r |
| 5cae0 | 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 | eturned.if.``loc``.and.``scale`` |
| 5cb00 | 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f | .are.both.scalars..............O |
| 5cb20 | 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 | therwise,.``np.broadcast(loc,.sc |
| 5cb40 | 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a | ale).size``.samples.are.drawn... |
| 5cb60 | 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a | ........Returns.........-------. |
| 5cb80 | 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a | ........out.:.ndarray.or.scalar. |
| 5cba0 | 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ............Drawn.samples.from.t |
| 5cbc0 | 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 | he.parameterized.Gumbel.distribu |
| 5cbe0 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 | tion...........See.Also......... |
| 5cc00 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d | --------.........scipy.stats.gum |
| 5cc20 | 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c | bel_l.........scipy.stats.gumbel |
| 5cc40 | 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72 65 6d | _r.........scipy.stats.genextrem |
| 5cc60 | 65 0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 | e.........weibull..........Notes |
| 5cc80 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 | .........-----.........The.Gumbe |
| 5cca0 | 6c 20 28 6f 72 20 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 53 45 | l.(or.Smallest.Extreme.Value.(SE |
| 5ccc0 | 56 29 20 6f 72 20 74 68 65 20 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 | V).or.the.Smallest.Extreme...... |
| 5cce0 | 20 20 20 56 61 6c 75 65 20 54 79 70 65 20 49 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | ...Value.Type.I).distribution.is |
| 5cd00 | 20 6f 6e 65 20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 | .one.of.a.class.of.Generalized.E |
| 5cd20 | 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 28 47 45 56 29 20 64 69 73 74 72 | xtreme.........Value.(GEV).distr |
| 5cd40 | 69 62 75 74 69 6f 6e 73 20 75 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d | ibutions.used.in.modeling.extrem |
| 5cd60 | 65 20 76 61 6c 75 65 20 70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 | e.value.problems..........The.Gu |
| 5cd80 | 6d 62 65 6c 20 69 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 45 78 | mbel.is.a.special.case.of.the.Ex |
| 5cda0 | 74 72 65 6d 65 20 56 61 6c 75 65 20 54 79 70 65 20 49 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a | treme.Value.Type.I.distribution. |
| 5cdc0 | 20 20 20 20 20 20 20 20 66 6f 72 20 6d 61 78 69 6d 75 6d 73 20 66 72 6f 6d 20 64 69 73 74 72 69 | ........for.maximums.from.distri |
| 5cde0 | 62 75 74 69 6f 6e 73 20 77 69 74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d 6c 69 6b 65 22 20 | butions.with."exponential-like". |
| 5ce00 | 74 61 69 6c 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | tails...........The.probability. |
| 5ce20 | 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 | density.for.the.Gumbel.distribut |
| 5ce40 | 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d | ion.is.............math::.p(x).= |
| 5ce60 | 20 5c 66 72 61 63 7b 65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 20 5c 62 65 74 61 7d 7d 7b 5c 62 | .\frac{e^{-(x.-.\mu)/.\beta}}{\b |
| 5ce80 | 65 74 61 7d 20 65 5e 7b 20 2d 65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 0a 20 20 20 20 20 20 20 | eta}.e^{.-e^{-(x.-.\mu)/........ |
| 5cea0 | 20 20 20 20 20 20 20 20 20 20 20 5c 62 65 74 61 7d 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 | ...........\beta}},..........whe |
| 5cec0 | 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65 2c 20 61 20 6c 6f | re.:math:`\mu`.is.the.mode,.a.lo |
| 5cee0 | 63 61 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d | cation.parameter,.and.........:m |
| 5cf00 | 61 74 68 3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 | ath:`\beta`.is.the.scale.paramet |
| 5cf20 | 65 72 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6e 61 6d 65 64 20 66 | er...........The.Gumbel.(named.f |
| 5cf40 | 6f 72 20 47 65 72 6d 61 6e 20 6d 61 74 68 65 6d 61 74 69 63 69 61 6e 20 45 6d 69 6c 20 4a 75 6c | or.German.mathematician.Emil.Jul |
| 5cf60 | 69 75 73 20 47 75 6d 62 65 6c 29 20 77 61 73 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 76 65 72 | ius.Gumbel).was.used.........ver |
| 5cf80 | 79 20 65 61 72 6c 79 20 69 6e 20 74 68 65 20 68 79 64 72 6f 6c 6f 67 79 20 6c 69 74 65 72 61 74 | y.early.in.the.hydrology.literat |
| 5cfa0 | 75 72 65 2c 20 66 6f 72 20 6d 6f 64 65 6c 69 6e 67 20 74 68 65 20 6f 63 63 75 72 72 65 6e 63 65 | ure,.for.modeling.the.occurrence |
| 5cfc0 | 20 6f 66 0a 20 20 20 20 20 20 20 20 66 6c 6f 6f 64 20 65 76 65 6e 74 73 2e 20 49 74 20 69 73 20 | .of.........flood.events..It.is. |
| 5cfe0 | 61 6c 73 6f 20 75 73 65 64 20 66 6f 72 20 6d 6f 64 65 6c 69 6e 67 20 6d 61 78 69 6d 75 6d 20 77 | also.used.for.modeling.maximum.w |
| 5d000 | 69 6e 64 20 73 70 65 65 64 20 61 6e 64 0a 20 20 20 20 20 20 20 20 72 61 69 6e 66 61 6c 6c 20 72 | ind.speed.and.........rainfall.r |
| 5d020 | 61 74 65 73 2e 20 20 49 74 20 69 73 20 61 20 22 66 61 74 2d 74 61 69 6c 65 64 22 20 64 69 73 74 | ates...It.is.a."fat-tailed".dist |
| 5d040 | 72 69 62 75 74 69 6f 6e 20 2d 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 | ribution.-.the.probability.of... |
| 5d060 | 20 20 20 20 20 20 61 6e 20 65 76 65 6e 74 20 69 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74 68 | ......an.event.in.the.tail.of.th |
| 5d080 | 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6c 61 72 67 65 72 20 74 68 61 6e 20 69 66 | e.distribution.is.larger.than.if |
| 5d0a0 | 20 6f 6e 65 20 75 73 65 64 20 61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 2c 20 68 65 | .one.used.a.........Gaussian,.he |
| 5d0c0 | 6e 63 65 20 74 68 65 20 73 75 72 70 72 69 73 69 6e 67 6c 79 20 66 72 65 71 75 65 6e 74 20 6f 63 | nce.the.surprisingly.frequent.oc |
| 5d0e0 | 63 75 72 72 65 6e 63 65 20 6f 66 20 31 30 30 2d 79 65 61 72 0a 20 20 20 20 20 20 20 20 66 6c 6f | currence.of.100-year.........flo |
| 5d100 | 6f 64 73 2e 20 46 6c 6f 6f 64 73 20 77 65 72 65 20 69 6e 69 74 69 61 6c 6c 79 20 6d 6f 64 65 6c | ods..Floods.were.initially.model |
| 5d120 | 65 64 20 61 73 20 61 20 47 61 75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 2c 20 77 68 69 63 68 0a | ed.as.a.Gaussian.process,.which. |
| 5d140 | 20 20 20 20 20 20 20 20 75 6e 64 65 72 65 73 74 69 6d 61 74 65 64 20 74 68 65 20 66 72 65 71 75 | ........underestimated.the.frequ |
| 5d160 | 65 6e 63 79 20 6f 66 20 65 78 74 72 65 6d 65 20 65 76 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 20 | ency.of.extreme.events.......... |
| 5d180 | 20 49 74 20 69 73 20 6f 6e 65 20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 65 78 74 72 65 6d 65 | .It.is.one.of.a.class.of.extreme |
| 5d1a0 | 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 74 68 65 20 47 65 6e 65 72 61 | .value.distributions,.the.Genera |
| 5d1c0 | 6c 69 7a 65 64 0a 20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 47 45 56 | lized.........Extreme.Value.(GEV |
| 5d1e0 | 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 77 68 69 63 68 20 61 6c 73 6f 20 69 6e 63 6c | ).distributions,.which.also.incl |
| 5d200 | 75 64 65 73 20 74 68 65 20 57 65 69 62 75 6c 6c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 46 72 65 | udes.the.Weibull.and.........Fre |
| 5d220 | 63 68 65 74 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 | chet...........The.function.has. |
| 5d240 | 61 20 6d 65 61 6e 20 6f 66 20 3a 6d 61 74 68 3a 60 5c 6d 75 20 2b 20 30 2e 35 37 37 32 31 5c 62 | a.mean.of.:math:`\mu.+.0.57721\b |
| 5d260 | 65 74 61 60 20 61 6e 64 20 61 20 76 61 72 69 61 6e 63 65 0a 20 20 20 20 20 20 20 20 6f 66 20 3a | eta`.and.a.variance.........of.: |
| 5d280 | 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 70 69 5e 32 7d 7b 36 7d 5c 62 65 74 61 5e 32 60 2e 0a 0a | math:`\frac{\pi^2}{6}\beta^2`... |
| 5d2a0 | 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........References.........----- |
| 5d2c0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 75 6d 62 65 6c 2c 20 45 2e 20 | -----............[1].Gumbel,.E.. |
| 5d2e0 | 4a 2e 2c 20 22 53 74 61 74 69 73 74 69 63 73 20 6f 66 20 45 78 74 72 65 6d 65 73 2c 22 0a 20 20 | J.,."Statistics.of.Extremes,"... |
| 5d300 | 20 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 59 6f 72 6b 3a 20 43 6f 6c 75 6d 62 69 61 20 | .............New.York:.Columbia. |
| 5d320 | 55 6e 69 76 65 72 73 69 74 79 20 50 72 65 73 73 2c 20 31 39 35 38 2e 0a 20 20 20 20 20 20 20 20 | University.Press,.1958.......... |
| 5d340 | 2e 2e 20 5b 32 5d 20 52 65 69 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 | ...[2].Reiss,.R.-D..and.Thomas,. |
| 5d360 | 4d 2e 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 | M.,."Statistical.Analysis.of.Ext |
| 5d380 | 72 65 6d 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 20 66 72 6f 6d 20 | reme................Values.from. |
| 5d3a0 | 49 6e 73 75 72 61 6e 63 65 2c 20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c 6f 67 79 20 61 6e | Insurance,.Finance,.Hydrology.an |
| 5d3c0 | 64 20 4f 74 68 65 72 20 46 69 65 6c 64 73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | d.Other.Fields,"................ |
| 5d3e0 | 42 61 73 65 6c 3a 20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 32 30 30 31 2e 0a | Basel:.Birkhauser.Verlag,.2001.. |
| 5d400 | 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | .........Examples.........------ |
| 5d420 | 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 | --.........Draw.samples.from.the |
| 5d440 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 | .distribution:..........>>>.rng. |
| 5d460 | 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 | =.np.random.default_rng()....... |
| 5d480 | 20 20 3e 3e 3e 20 6d 75 2c 20 62 65 74 61 20 3d 20 30 2c 20 30 2e 31 20 23 20 6c 6f 63 61 74 69 | ..>>>.mu,.beta.=.0,.0.1.#.locati |
| 5d4a0 | 6f 6e 20 61 6e 64 20 73 63 61 6c 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 | on.and.scale.........>>>.s.=.rng |
| 5d4c0 | 2e 67 75 6d 62 65 6c 28 6d 75 2c 20 62 65 74 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 | .gumbel(mu,.beta,.1000)......... |
| 5d4e0 | 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 | .Display.the.histogram.of.the.sa |
| 5d500 | 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 | mples,.along.with.........the.pr |
| 5d520 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 | obability.density.function:..... |
| 5d540 | 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f | .....>>>.import.matplotlib.pyplo |
| 5d560 | 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 | t.as.plt.........>>>.count,.bins |
| 5d580 | 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 | ,.ignored.=.plt.hist(s,.30,.dens |
| 5d5a0 | 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 | ity=True).........>>>.plt.plot(b |
| 5d5c0 | 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20 6d 75 | ins,.(1/beta)*np.exp(-(bins.-.mu |
| 5d5e0 | 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e | )/beta)......................*.n |
| 5d600 | 70 2e 65 78 70 28 20 2d 6e 70 2e 65 78 70 28 20 2d 28 62 69 6e 73 20 2d 20 6d 75 29 20 2f 62 65 | p.exp(.-np.exp(.-(bins.-.mu)./be |
| 5d620 | 74 61 29 20 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 | ta).),......................line |
| 5d640 | 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | width=2,.color='r').........>>>. |
| 5d660 | 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 53 68 6f 77 20 68 6f 77 20 61 6e 20 | plt.show()..........Show.how.an. |
| 5d680 | 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 61 | extreme.value.distribution.can.a |
| 5d6a0 | 72 69 73 65 20 66 72 6f 6d 20 61 20 47 61 75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 0a 20 20 20 | rise.from.a.Gaussian.process.... |
| 5d6c0 | 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 72 65 20 74 6f 20 61 20 47 61 75 73 73 69 61 6e 3a 0a | .....and.compare.to.a.Gaussian:. |
| 5d6e0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 6e 73 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 | .........>>>.means.=.[]......... |
| 5d700 | 3e 3e 3e 20 6d 61 78 69 6d 61 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 | >>>.maxima.=.[].........>>>.for. |
| 5d720 | 69 20 69 6e 20 72 61 6e 67 65 28 30 2c 31 30 30 30 29 20 3a 0a 20 20 20 20 20 20 20 20 2e 2e 2e | i.in.range(0,1000).:............ |
| 5d740 | 20 20 20 20 61 20 3d 20 72 6e 67 2e 6e 6f 72 6d 61 6c 28 6d 75 2c 20 62 65 74 61 2c 20 31 30 30 | ....a.=.rng.normal(mu,.beta,.100 |
| 5d760 | 30 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 6d 65 61 6e 73 2e 61 70 70 65 6e 64 28 61 | 0)................means.append(a |
| 5d780 | 2e 6d 65 61 6e 28 29 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 6d 61 78 69 6d 61 2e 61 | .mean())................maxima.a |
| 5d7a0 | 70 70 65 6e 64 28 61 2e 6d 61 78 28 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 | ppend(a.max()).........>>>.count |
| 5d7c0 | 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 6d 61 78 69 6d | ,.bins,.ignored.=.plt.hist(maxim |
| 5d7e0 | 61 2c 20 33 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | a,.30,.density=True).........>>> |
| 5d800 | 20 62 65 74 61 20 3d 20 6e 70 2e 73 74 64 28 6d 61 78 69 6d 61 29 20 2a 20 6e 70 2e 73 71 72 74 | .beta.=.np.std(maxima).*.np.sqrt |
| 5d820 | 28 36 29 20 2f 20 6e 70 2e 70 69 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20 3d 20 6e 70 2e | (6)./.np.pi.........>>>.mu.=.np. |
| 5d840 | 6d 65 61 6e 28 6d 61 78 69 6d 61 29 20 2d 20 30 2e 35 37 37 32 31 2a 62 65 74 61 0a 20 20 20 20 | mean(maxima).-.0.57721*beta..... |
| 5d860 | 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a | ....>>>.plt.plot(bins,.(1/beta)* |
| 5d880 | 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 | np.exp(-(bins.-.mu)/beta)....... |
| 5d8a0 | 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28 2d 6e 70 2e 65 78 70 28 | ...............*.np.exp(-np.exp( |
| 5d8c0 | 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e | -(bins.-.mu)/beta)),............ |
| 5d8e0 | 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 | ..........linewidth=2,.color='r' |
| 5d900 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 31 2f 28 | ).........>>>.plt.plot(bins,.1/( |
| 5d920 | 62 65 74 61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 0a 20 20 20 20 20 | beta.*.np.sqrt(2.*.np.pi))...... |
| 5d940 | 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 | ................*.np.exp(-(bins. |
| 5d960 | 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a 20 62 65 74 61 2a 2a 32 29 29 2c 0a 20 20 20 20 20 | -.mu)**2./.(2.*.beta**2)),...... |
| 5d980 | 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c | ................linewidth=2,.col |
| 5d9a0 | 6f 72 3d 27 67 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a | or='g').........>>>.plt.show().. |
| 5d9c0 | 20 20 20 20 20 20 20 20 00 00 00 00 61 72 72 61 79 00 00 00 66 6f 72 6d 61 74 00 00 00 00 00 00 | ............array...format...... |
| 5d9e0 | 47 65 6e 65 72 61 74 6f 72 2e 6c 61 70 6c 61 63 65 20 28 6c 69 6e 65 20 32 31 37 34 29 00 00 00 | Generator.laplace.(line.2174)... |
| 5da00 | 61 6c 70 68 61 20 3c 3d 20 30 00 00 00 00 00 00 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 64 6f | alpha.<=.0......probabilities.do |
| 5da20 | 20 6e 6f 74 20 73 75 6d 20 74 6f 20 31 00 00 00 75 6e 61 62 6c 65 20 74 6f 20 61 6c 6c 6f 63 61 | .not.sum.to.1...unable.to.alloca |
| 5da40 | 74 65 20 73 68 61 70 65 20 61 6e 64 20 73 74 72 69 64 65 73 2e 00 00 00 56 61 6c 75 65 45 72 72 | te.shape.and.strides....ValueErr |
| 5da60 | 6f 72 00 00 00 00 00 00 62 6f 74 68 20 6e 67 6f 6f 64 20 61 6e 64 20 6e 62 61 64 20 6d 75 73 74 | or......both.ngood.and.nbad.must |
| 5da80 | 20 62 65 20 6c 65 73 73 20 74 68 61 6e 20 25 64 00 00 00 00 00 00 00 00 5f 5f 73 74 72 5f 5f 00 | .be.less.than.%d........__str__. |
| 5daa0 | 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 | .........standard_gamma(shape,.s |
| 5dac0 | 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6f 75 74 3d | ize=None,.dtype=np.float64,.out= |
| 5dae0 | 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d | None)..........Draw.samples.from |
| 5db00 | 20 61 20 73 74 61 6e 64 61 72 64 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a | .a.standard.Gamma.distribution.. |
| 5db20 | 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 | .........Samples.are.drawn.from. |
| 5db40 | 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 | a.Gamma.distribution.with.specif |
| 5db60 | 69 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 28 73 | ied.parameters,.........shape.(s |
| 5db80 | 6f 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64 20 73 63 61 | ometimes.designated."k").and.sca |
| 5dba0 | 6c 65 3d 31 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | le=1...........Parameters....... |
| 5dbc0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 3a 20 66 6c 6f | ..----------.........shape.:.flo |
| 5dbe0 | 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 | at.or.array_like.of.floats...... |
| 5dc00 | 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 | .......Parameter,.must.be.non-ne |
| 5dc20 | 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 | gative..........size.:.int.or.tu |
| 5dc40 | 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | ple.of.ints,.optional........... |
| 5dc60 | 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 | ..Output.shape...If.the.given.sh |
| 5dc80 | 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 | ape.is,.e.g.,.``(m,.n,.k)``,.the |
| 5dca0 | 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 | n.............``m.*.n.*.k``.samp |
| 5dcc0 | 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e | les.are.drawn...If.size.is.``Non |
| 5dce0 | 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e | e``.(default),.............a.sin |
| 5dd00 | 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61 70 65 | gle.value.is.returned.if.``shape |
| 5dd20 | 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 | ``.is.a.scalar...Otherwise,..... |
| 5dd40 | 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 73 68 61 70 65 29 2e 73 69 7a 65 60 60 | ........``np.array(shape).size`` |
| 5dd60 | 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 | .samples.are.drawn..........dtyp |
| 5dd80 | 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | e.:.dtype,.optional............. |
| 5dda0 | 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2c 20 6f 6e 6c | Desired.dtype.of.the.result,.onl |
| 5ddc0 | 79 20 60 66 6c 6f 61 74 36 34 60 20 61 6e 64 20 60 66 6c 6f 61 74 33 32 60 20 61 72 65 20 73 75 | y.`float64`.and.`float32`.are.su |
| 5dde0 | 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 42 79 74 65 6f 72 64 65 72 20 6d | pported..............Byteorder.m |
| 5de00 | 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 | ust.be.native..The.default.value |
| 5de20 | 20 69 73 20 6e 70 2e 66 6c 6f 61 74 36 34 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 | .is.np.float64..........out.:.nd |
| 5de40 | 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 6c 74 65 | array,.optional.............Alte |
| 5de60 | 72 6e 61 74 69 76 65 20 6f 75 74 70 75 74 20 61 72 72 61 79 20 69 6e 20 77 68 69 63 68 20 74 6f | rnative.output.array.in.which.to |
| 5de80 | 20 70 6c 61 63 65 20 74 68 65 20 72 65 73 75 6c 74 2e 20 49 66 20 73 69 7a 65 20 69 73 0a 20 20 | .place.the.result..If.size.is... |
| 5dea0 | 20 20 20 20 20 20 20 20 20 20 6e 6f 74 20 4e 6f 6e 65 2c 20 69 74 20 6d 75 73 74 20 68 61 76 65 | ..........not.None,.it.must.have |
| 5dec0 | 20 74 68 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 73 20 74 68 65 20 70 72 6f 76 69 64 65 64 20 | .the.same.shape.as.the.provided. |
| 5dee0 | 73 69 7a 65 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 6d 61 74 63 68 20 | size.and.............must.match. |
| 5df00 | 74 68 65 20 74 79 70 65 20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 76 61 6c 75 65 73 2e 0a 0a | the.type.of.the.output.values... |
| 5df20 | 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a | ........Returns.........-------. |
| 5df40 | 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a | ........out.:.ndarray.or.scalar. |
| 5df60 | 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ............Drawn.samples.from.t |
| 5df80 | 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 20 | he.parameterized.standard.gamma. |
| 5dfa0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a | distribution...........See.Also. |
| 5dfc0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 | ........--------.........scipy.s |
| 5dfe0 | 74 61 74 73 2e 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 | tats.gamma.:.probability.density |
| 5e000 | 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 | .function,.distribution.or...... |
| 5e020 | 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 | .......cumulative.density.functi |
| 5e040 | 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 | on,.etc...........Notes......... |
| 5e060 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 | -----.........The.probability.de |
| 5e080 | 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e | nsity.for.the.Gamma.distribution |
| 5e0a0 | 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e | .is.............math::.p(x).=.x^ |
| 5e0c0 | 7b 6b 2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 | {k-1}\frac{e^{-x/\theta}}{\theta |
| 5e0e0 | 5e 6b 5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 | ^k\Gamma(k)},..........where.:ma |
| 5e100 | 74 68 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c | th:`k`.is.the.shape.and.:math:`\ |
| 5e120 | 74 68 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d | theta`.the.scale,.........and.:m |
| 5e140 | 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 | ath:`\Gamma`.is.the.Gamma.functi |
| 5e160 | 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 | on...........The.Gamma.distribut |
| 5e180 | 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 | ion.is.often.used.to.model.the.t |
| 5e1a0 | 69 6d 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 | imes.to.failure.of.........elect |
| 5e1c0 | 72 6f 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 | ronic.components,.and.arises.nat |
| 5e1e0 | 75 72 61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66 6f 72 20 77 68 69 63 68 20 74 68 | urally.in.processes.for.which.th |
| 5e200 | 65 0a 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 | e.........waiting.times.between. |
| 5e220 | 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 76 65 6e 74 73 20 61 72 65 20 72 | Poisson.distributed.events.are.r |
| 5e240 | 65 6c 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 | elevant...........References.... |
| 5e260 | 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 | .....----------............[1].W |
| 5e280 | 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 | eisstein,.Eric.W.."Gamma.Distrib |
| 5e2a0 | 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 | ution.".From.MathWorld--A....... |
| 5e2c0 | 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 | .........Wolfram.Web.Resource... |
| 5e2e0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 | ..............http://mathworld.w |
| 5e300 | 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d | olfram.com/GammaDistribution.htm |
| 5e320 | 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d | l............[2].Wikipedia,."Gam |
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| 5e360 | 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 | .https://en.wikipedia.org/wiki/G |
| 5e380 | 61 6d 6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 | amma_distribution..........Examp |
| 5e3a0 | 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 | les.........--------.........Dra |
| 5e3c0 | 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a | w.samples.from.the.distribution: |
| 5e3e0 | 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20 73 63 61 6c 65 20 3d 20 32 2e 2c | ..........>>>.shape,.scale.=.2., |
| 5e400 | 20 31 2e 20 23 20 6d 65 61 6e 20 61 6e 64 20 77 69 64 74 68 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .1..#.mean.and.width.........>>> |
| 5e420 | 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 | .s.=.np.random.default_rng().sta |
| 5e440 | 6e 64 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 31 30 30 30 30 30 30 29 0a 0a 20 20 20 | ndard_gamma(shape,.1000000)..... |
| 5e460 | 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 | .....Display.the.histogram.of.th |
| 5e480 | 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 | e.samples,.along.with.........th |
| 5e4a0 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a | e.probability.density.function:. |
| 5e4c0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 | .........>>>.import.matplotlib.p |
| 5e4e0 | 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 | yplot.as.plt.........>>>.import. |
| 5e500 | 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65 73 74 3a | scipy.special.as.sps..#.doctest: |
| 5e520 | 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 | .+SKIP.........>>>.count,.bins,. |
| 5e540 | 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 | ignored.=.plt.hist(s,.50,.densit |
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| 5e580 | 68 61 70 65 2d 31 29 20 2a 20 28 28 6e 70 2e 65 78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 29 | hape-1).*.((np.exp(-bins/scale)) |
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| 5e5c0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 | ......................(sps.gamma |
| 5e5e0 | 28 73 68 61 70 65 29 20 2a 20 73 63 61 6c 65 2a 2a 73 68 61 70 65 29 29 0a 20 20 20 20 20 20 20 | (shape).*.scale**shape))........ |
| 5e600 | 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 | .>>>.plt.plot(bins,.y,.linewidth |
| 5e620 | 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 | =2,.color='r')..#.doctest:.+SKIP |
| 5e640 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 | .........>>>.plt.show()......... |
| 5e660 | 20 00 00 00 00 00 00 00 6d 6f 64 65 20 3e 20 72 69 67 68 74 00 00 00 00 56 69 65 77 2e 4d 65 6d | ........mode.>.right....View.Mem |
| 5e680 | 6f 72 79 56 69 65 77 00 6f 75 74 20 6d 75 73 74 20 62 65 20 61 20 6e 75 6d 70 79 20 61 72 72 61 | oryView.out.must.be.a.numpy.arra |
| 5e6a0 | 79 00 00 00 00 00 00 00 66 6c 6f 61 74 36 34 00 6e 75 6d 70 79 2e 6c 69 6e 61 6c 67 00 00 00 00 | y.......float64.numpy.linalg.... |
| 5e6c0 | 3c 4d 65 6d 6f 72 79 56 69 65 77 20 6f 66 20 25 72 20 6f 62 6a 65 63 74 3e 00 00 00 00 00 00 00 | <MemoryView.of.%r.object>....... |
| 5e6e0 | 47 65 6e 65 72 61 74 6f 72 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 28 6c 69 6e 65 20 33 | Generator.hypergeometric.(line.3 |
| 5e700 | 32 33 39 29 00 00 00 00 6e 65 67 61 74 69 76 65 20 64 69 6d 65 6e 73 69 6f 6e 73 20 61 72 65 20 | 239)....negative.dimensions.are. |
| 5e720 | 6e 6f 74 20 61 6c 6c 6f 77 65 64 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 65 | not.allowed..............permute |
| 5e740 | 64 28 78 2c 20 61 78 69 73 3d 4e 6f 6e 65 2c 20 6f 75 74 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 | d(x,.axis=None,.out=None)....... |
| 5e760 | 20 20 20 52 61 6e 64 6f 6d 6c 79 20 70 65 72 6d 75 74 65 20 60 78 60 20 61 6c 6f 6e 67 20 61 78 | ...Randomly.permute.`x`.along.ax |
| 5e780 | 69 73 20 60 61 78 69 73 60 2e 0a 0a 20 20 20 20 20 20 20 20 55 6e 6c 69 6b 65 20 60 73 68 75 66 | is.`axis`...........Unlike.`shuf |
| 5e7a0 | 66 6c 65 60 2c 20 65 61 63 68 20 73 6c 69 63 65 20 61 6c 6f 6e 67 20 74 68 65 20 67 69 76 65 6e | fle`,.each.slice.along.the.given |
| 5e7c0 | 20 61 78 69 73 20 69 73 20 73 68 75 66 66 6c 65 64 0a 20 20 20 20 20 20 20 20 69 6e 64 65 70 65 | .axis.is.shuffled.........indepe |
| 5e7e0 | 6e 64 65 6e 74 6c 79 20 6f 66 20 74 68 65 20 6f 74 68 65 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 | ndently.of.the.others........... |
| 5e800 | 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | Parameters.........----------... |
| 5e820 | 20 20 20 20 20 20 78 20 3a 20 61 72 72 61 79 5f 6c 69 6b 65 2c 20 61 74 20 6c 65 61 73 74 20 6f | ......x.:.array_like,.at.least.o |
| 5e840 | 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61 79 | ne-dimensional.............Array |
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| 5e880 | 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 6c 69 63 65 73 | int,.optional.............Slices |
| 5e8a0 | 20 6f 66 20 60 78 60 20 69 6e 20 74 68 69 73 20 61 78 69 73 20 61 72 65 20 73 68 75 66 66 6c 65 | .of.`x`.in.this.axis.are.shuffle |
| 5e8c0 | 64 2e 20 45 61 63 68 20 73 6c 69 63 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 73 20 73 68 75 | d..Each.slice.............is.shu |
| 5e8e0 | 66 66 6c 65 64 20 69 6e 64 65 70 65 6e 64 65 6e 74 6c 79 20 6f 66 20 74 68 65 20 6f 74 68 65 72 | ffled.independently.of.the.other |
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| 5e920 | 65 2c 20 74 68 65 20 66 6c 61 74 74 65 6e 65 64 20 61 72 72 61 79 20 69 73 20 73 68 75 66 66 6c | e,.the.flattened.array.is.shuffl |
| 5e940 | 65 64 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 6f | ed..........out.:.ndarray,.optio |
| 5e960 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 67 69 76 65 6e 2c 20 74 68 69 73 20 69 | nal.............If.given,.this.i |
| 5e980 | 73 20 74 68 65 20 64 65 73 74 69 6e 61 74 6f 6e 20 6f 66 20 74 68 65 20 73 68 75 66 66 6c 65 64 | s.the.destinaton.of.the.shuffled |
| 5e9a0 | 20 61 72 72 61 79 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 60 6f 75 74 60 20 69 73 20 | .array..............If.`out`.is. |
| 5e9c0 | 4e 6f 6e 65 2c 20 61 20 73 68 75 66 66 6c 65 64 20 63 6f 70 79 20 6f 66 20 74 68 65 20 61 72 72 | None,.a.shuffled.copy.of.the.arr |
| 5e9e0 | 61 79 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 | ay.is.returned...........Returns |
| 5ea00 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 64 61 72 72 61 79 | .........-------.........ndarray |
| 5ea20 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 60 6f 75 74 60 20 69 73 20 4e 6f 6e 65 2c 20 61 | .............If.`out`.is.None,.a |
| 5ea40 | 20 73 68 75 66 66 6c 65 64 20 63 6f 70 79 20 6f 66 20 60 78 60 20 69 73 20 72 65 74 75 72 6e 65 | .shuffled.copy.of.`x`.is.returne |
| 5ea60 | 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 74 68 65 20 73 68 | d..............Otherwise,.the.sh |
| 5ea80 | 75 66 66 6c 65 64 20 61 72 72 61 79 20 69 73 20 73 74 6f 72 65 64 20 69 6e 20 60 6f 75 74 60 2c | uffled.array.is.stored.in.`out`, |
| 5eaa0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 20 60 6f 75 74 60 20 69 73 20 72 65 74 75 72 6e | .............and.`out`.is.return |
| 5eac0 | 65 64 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d | ed..........See.Also.........--- |
| 5eae0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65 0a 20 20 20 20 20 20 20 20 70 65 | -----.........shuffle.........pe |
| 5eb00 | 72 6d 75 74 61 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 | rmutation..........Examples..... |
| 5eb20 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 43 72 65 61 74 65 20 61 20 60 6e | ....--------.........Create.a.`n |
| 5eb40 | 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 3a | umpy.random.Generator`.instance: |
| 5eb60 | 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 | ..........>>>.rng.=.np.random.de |
| 5eb80 | 66 61 75 6c 74 5f 72 6e 67 28 29 0a 0a 20 20 20 20 20 20 20 20 43 72 65 61 74 65 20 61 20 74 65 | fault_rng()..........Create.a.te |
| 5eba0 | 73 74 20 61 72 72 61 79 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 | st.array:..........>>>.x.=.np.ar |
| 5ebc0 | 61 6e 67 65 28 32 34 29 2e 72 65 73 68 61 70 65 28 33 2c 20 38 29 0a 20 20 20 20 20 20 20 20 3e | ange(24).reshape(3,.8).........> |
| 5ebe0 | 3e 3e 20 78 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 20 30 2c 20 20 31 2c 20 20 32 2c | >>.x.........array([[.0,..1,..2, |
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| 5ec20 | 20 20 20 20 20 5b 20 38 2c 20 20 39 2c 20 31 30 2c 20 31 31 2c 20 31 32 2c 20 31 33 2c 20 31 34 | .....[.8,..9,.10,.11,.12,.13,.14 |
| 5ec40 | 2c 20 31 35 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 36 2c 20 31 37 2c 20 31 | ,.15],................[16,.17,.1 |
| 5ec60 | 38 2c 20 31 39 2c 20 32 30 2c 20 32 31 2c 20 32 32 2c 20 32 33 5d 5d 29 0a 0a 20 20 20 20 20 20 | 8,.19,.20,.21,.22,.23]])........ |
| 5ec80 | 20 20 53 68 75 66 66 6c 65 20 74 68 65 20 72 6f 77 73 20 6f 66 20 60 78 60 3a 0a 0a 20 20 20 20 | ..Shuffle.the.rows.of.`x`:...... |
| 5eca0 | 20 20 20 20 3e 3e 3e 20 79 20 3d 20 72 6e 67 2e 70 65 72 6d 75 74 65 64 28 78 2c 20 61 78 69 73 | ....>>>.y.=.rng.permuted(x,.axis |
| 5ecc0 | 3d 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 | =1).........>>>.y.........array( |
| 5ece0 | 5b 5b 20 34 2c 20 20 33 2c 20 20 36 2c 20 20 37 2c 20 20 31 2c 20 20 32 2c 20 20 35 2c 20 20 30 | [[.4,..3,..6,..7,..1,..2,..5,..0 |
| 5ed00 | 5d 2c 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 35 2c | ],..#.random................[15, |
| 5ed20 | 20 31 30 2c 20 31 34 2c 20 20 39 2c 20 31 32 2c 20 31 31 2c 20 20 38 2c 20 31 33 5d 2c 0a 20 20 | .10,.14,..9,.12,.11,..8,.13],... |
| 5ed40 | 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 37 2c 20 31 36 2c 20 32 30 2c 20 32 31 2c 20 31 38 | .............[17,.16,.20,.21,.18 |
| 5ed60 | 2c 20 32 32 2c 20 32 33 2c 20 31 39 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 60 78 60 20 68 61 73 | ,.22,.23,.19]])..........`x`.has |
| 5ed80 | 20 6e 6f 74 20 62 65 65 6e 20 6d 6f 64 69 66 69 65 64 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .not.been.modified:..........>>> |
| 5eda0 | 20 78 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 20 30 2c 20 20 31 2c 20 20 32 2c 20 20 | .x.........array([[.0,..1,..2,.. |
| 5edc0 | 33 2c 20 20 34 2c 20 20 35 2c 20 20 36 2c 20 20 37 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | 3,..4,..5,..6,..7],............. |
| 5ede0 | 20 20 20 5b 20 38 2c 20 20 39 2c 20 31 30 2c 20 31 31 2c 20 31 32 2c 20 31 33 2c 20 31 34 2c 20 | ...[.8,..9,.10,.11,.12,.13,.14,. |
| 5ee00 | 31 35 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 36 2c 20 31 37 2c 20 31 38 2c | 15],................[16,.17,.18, |
| 5ee20 | 20 31 39 2c 20 32 30 2c 20 32 31 2c 20 32 32 2c 20 32 33 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 | .19,.20,.21,.22,.23]]).......... |
| 5ee40 | 54 6f 20 73 68 75 66 66 6c 65 20 74 68 65 20 72 6f 77 73 20 6f 66 20 60 78 60 20 69 6e 2d 70 6c | To.shuffle.the.rows.of.`x`.in-pl |
| 5ee60 | 61 63 65 2c 20 70 61 73 73 20 60 78 60 20 61 73 20 74 68 65 20 60 6f 75 74 60 0a 20 20 20 20 20 | ace,.pass.`x`.as.the.`out`...... |
| 5ee80 | 20 20 20 70 61 72 61 6d 65 74 65 72 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 72 | ...parameter:..........>>>.y.=.r |
| 5eea0 | 6e 67 2e 70 65 72 6d 75 74 65 64 28 78 2c 20 61 78 69 73 3d 31 2c 20 6f 75 74 3d 78 29 0a 20 20 | ng.permuted(x,.axis=1,.out=x)... |
| 5eec0 | 20 20 20 20 20 20 3e 3e 3e 20 78 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 20 33 2c 20 | ......>>>.x.........array([[.3,. |
| 5eee0 | 20 30 2c 20 20 34 2c 20 20 37 2c 20 20 31 2c 20 20 36 2c 20 20 32 2c 20 20 35 5d 2c 20 20 23 20 | .0,..4,..7,..1,..6,..2,..5],..#. |
| 5ef00 | 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 38 2c 20 31 34 2c 20 31 | random................[.8,.14,.1 |
| 5ef20 | 33 2c 20 20 39 2c 20 31 32 2c 20 31 31 2c 20 31 35 2c 20 31 30 5d 2c 0a 20 20 20 20 20 20 20 20 | 3,..9,.12,.11,.15,.10],......... |
| 5ef40 | 20 20 20 20 20 20 20 5b 31 37 2c 20 31 38 2c 20 31 36 2c 20 32 32 2c 20 31 39 2c 20 32 33 2c 20 | .......[17,.18,.16,.22,.19,.23,. |
| 5ef60 | 32 30 2c 20 32 31 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 20 74 68 61 74 20 77 68 65 | 20,.21]])..........Note.that.whe |
| 5ef80 | 6e 20 74 68 65 20 60 60 6f 75 74 60 60 20 70 61 72 61 6d 65 74 65 72 20 69 73 20 67 69 76 65 6e | n.the.``out``.parameter.is.given |
| 5efa0 | 2c 20 74 68 65 20 72 65 74 75 72 6e 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 20 69 73 20 60 60 | ,.the.return.........value.is.`` |
| 5efc0 | 6f 75 74 60 60 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 69 73 20 78 0a 20 20 20 20 20 | out``:..........>>>.y.is.x...... |
| 5efe0 | 20 20 20 54 72 75 65 0a 20 20 20 20 20 20 20 20 00 00 00 00 72 74 6f 6c 00 00 00 00 00 00 00 00 | ...True.............rtol........ |
| 5f000 | 0a 20 20 20 20 20 20 20 20 76 6f 6e 6d 69 73 65 73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 73 69 7a | .........vonmises(mu,.kappa,.siz |
| 5f020 | 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 | e=None)..........Draw.samples.fr |
| 5f040 | 6f 6d 20 61 20 76 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 | om.a.von.Mises.distribution..... |
| 5f060 | 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 76 | ......Samples.are.drawn.from.a.v |
| 5f080 | 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 | on.Mises.distribution.with.speci |
| 5f0a0 | 66 69 65 64 20 6d 6f 64 65 0a 20 20 20 20 20 20 20 20 28 6d 75 29 20 61 6e 64 20 64 69 73 70 65 | fied.mode.........(mu).and.dispe |
| 5f0c0 | 72 73 69 6f 6e 20 28 6b 61 70 70 61 29 2c 20 6f 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b | rsion.(kappa),.on.the.interval.[ |
| 5f0e0 | 2d 70 69 2c 20 70 69 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 6f 6e 20 4d 69 73 65 73 | -pi,.pi]...........The.von.Mises |
| 5f100 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 | .distribution.(also.known.as.the |
| 5f120 | 20 63 69 72 63 75 6c 61 72 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 | .circular.normal.........distrib |
| 5f140 | 75 74 69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69 | ution).is.a.continuous.probabili |
| 5f160 | 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 6e 20 74 68 65 20 75 6e 69 74 0a 20 20 20 20 | ty.distribution.on.the.unit..... |
| 5f180 | 20 20 20 20 63 69 72 63 6c 65 2e 20 20 49 74 20 6d 61 79 20 62 65 20 74 68 6f 75 67 68 74 20 6f | ....circle...It.may.be.thought.o |
| 5f1a0 | 66 20 61 73 20 74 68 65 20 63 69 72 63 75 6c 61 72 20 61 6e 61 6c 6f 67 75 65 20 6f 66 20 74 68 | f.as.the.circular.analogue.of.th |
| 5f1c0 | 65 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | e.normal.........distribution... |
| 5f1e0 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........Parameters.........----- |
| 5f200 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 75 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | -----.........mu.:.float.or.arra |
| 5f220 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 6f 64 | y_like.of.floats.............Mod |
| 5f240 | 65 20 28 22 63 65 6e 74 65 72 22 29 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | e.("center").of.the.distribution |
| 5f260 | 2e 0a 20 20 20 20 20 20 20 20 6b 61 70 70 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 | ..........kappa.:.float.or.array |
| 5f280 | 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 70 | _like.of.floats.............Disp |
| 5f2a0 | 65 72 73 69 6f 6e 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 68 61 73 20 | ersion.of.the.distribution,.has. |
| 5f2c0 | 74 6f 20 62 65 20 3e 3d 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 | to.be.>=0..........size.:.int.or |
| 5f2e0 | 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 | .tuple.of.ints,.optional........ |
| 5f300 | 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e | .....Output.shape...If.the.given |
| 5f320 | 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 | .shape.is,.e.g.,.``(m,.n,.k)``,. |
| 5f340 | 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 | then.............``m.*.n.*.k``.s |
| 5f360 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 | amples.are.drawn...If.size.is.`` |
| 5f380 | 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 | None``.(default),.............a. |
| 5f3a0 | 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6d 75 | single.value.is.returned.if.``mu |
| 5f3c0 | 60 60 20 61 6e 64 20 60 60 6b 61 70 70 61 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 | ``.and.``kappa``.are.both.scalar |
| 5f3e0 | 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 | s..............Otherwise,.``np.b |
| 5f400 | 72 6f 61 64 63 61 73 74 28 6d 75 2c 20 6b 61 70 70 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | roadcast(mu,.kappa).size``.sampl |
| 5f420 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 5f440 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 5f460 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 5f480 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 5f4a0 | 76 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | von.Mises.distribution.......... |
| 5f4c0 | 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .See.Also.........--------...... |
| 5f4e0 | 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 76 6f 6e 6d 69 73 65 73 20 3a 20 70 72 6f 62 61 62 | ...scipy.stats.vonmises.:.probab |
| 5f500 | 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 | ility.density.function,.distribu |
| 5f520 | 74 69 6f 6e 2c 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 | tion,.or.............cumulative. |
| 5f540 | 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 | density.function,.etc........... |
| 5f560 | 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 | Notes.........-----.........The. |
| 5f580 | 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 76 6f 6e 20 | probability.density.for.the.von. |
| 5f5a0 | 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e | Mises.distribution.is........... |
| 5f5c0 | 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b 5c 6b 61 70 70 61 20 | ..math::.p(x).=.\frac{e^{\kappa. |
| 5f5e0 | 63 6f 73 28 78 2d 5c 6d 75 29 7d 7d 7b 32 5c 70 69 20 49 5f 30 28 5c 6b 61 70 70 61 29 7d 2c 0a | cos(x-\mu)}}{2\pi.I_0(\kappa)},. |
| 5f600 | 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 | .........where.:math:`\mu`.is.th |
| 5f620 | 65 20 6d 6f 64 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6b 61 70 70 61 60 20 74 68 65 20 64 69 | e.mode.and.:math:`\kappa`.the.di |
| 5f640 | 73 70 65 72 73 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60 49 5f 30 | spersion,.........and.:math:`I_0 |
| 5f660 | 28 5c 6b 61 70 70 61 29 60 20 69 73 20 74 68 65 20 6d 6f 64 69 66 69 65 64 20 42 65 73 73 65 6c | (\kappa)`.is.the.modified.Bessel |
| 5f680 | 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 6f 72 64 65 72 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 | .function.of.order.0...........T |
| 5f6a0 | 68 65 20 76 6f 6e 20 4d 69 73 65 73 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 52 69 63 68 61 72 | he.von.Mises.is.named.for.Richar |
| 5f6c0 | 64 20 45 64 6c 65 72 20 76 6f 6e 20 4d 69 73 65 73 2c 20 77 68 6f 20 77 61 73 20 62 6f 72 6e 20 | d.Edler.von.Mises,.who.was.born. |
| 5f6e0 | 69 6e 0a 20 20 20 20 20 20 20 20 41 75 73 74 72 69 61 2d 48 75 6e 67 61 72 79 2c 20 69 6e 20 77 | in.........Austria-Hungary,.in.w |
| 5f700 | 68 61 74 20 69 73 20 6e 6f 77 20 74 68 65 20 55 6b 72 61 69 6e 65 2e 20 20 48 65 20 66 6c 65 64 | hat.is.now.the.Ukraine...He.fled |
| 5f720 | 20 74 6f 20 74 68 65 20 55 6e 69 74 65 64 0a 20 20 20 20 20 20 20 20 53 74 61 74 65 73 20 69 6e | .to.the.United.........States.in |
| 5f740 | 20 31 39 33 39 20 61 6e 64 20 62 65 63 61 6d 65 20 61 20 70 72 6f 66 65 73 73 6f 72 20 61 74 20 | .1939.and.became.a.professor.at. |
| 5f760 | 48 61 72 76 61 72 64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e 0a 20 20 20 20 20 20 20 20 70 | Harvard...He.worked.in.........p |
| 5f780 | 72 6f 62 61 62 69 6c 69 74 79 20 74 68 65 6f 72 79 2c 20 61 65 72 6f 64 79 6e 61 6d 69 63 73 2c | robability.theory,.aerodynamics, |
| 5f7a0 | 20 66 6c 75 69 64 20 6d 65 63 68 61 6e 69 63 73 2c 20 61 6e 64 20 70 68 69 6c 6f 73 6f 70 68 79 | .fluid.mechanics,.and.philosophy |
| 5f7c0 | 20 6f 66 0a 20 20 20 20 20 20 20 20 73 63 69 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 | .of.........science...........Re |
| 5f7e0 | 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ferences.........----------..... |
| 5f800 | 20 20 20 20 2e 2e 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 | .......[1].Abramowitz,.M..and.St |
| 5f820 | 65 67 75 6e 2c 20 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 | egun,.I..A..(Eds.).."Handbook.of |
| 5f840 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e | ................Mathematical.Fun |
| 5f860 | 63 74 69 6f 6e 73 20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c 20 61 6e | ctions.with.Formulas,.Graphs,.an |
| 5f880 | 64 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 54 61 | d.Mathematical................Ta |
| 5f8a0 | 62 6c 65 73 2c 20 39 74 68 20 70 72 69 6e 74 69 6e 67 2c 22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 | bles,.9th.printing,".New.York:.D |
| 5f8c0 | 6f 76 65 72 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 76 6f 6e 20 4d | over,.1972.............[2].von.M |
| 5f8e0 | 69 73 65 73 2c 20 52 2e 2c 20 22 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 54 68 65 6f 72 79 20 6f | ises,.R.,."Mathematical.Theory.o |
| 5f900 | 66 20 50 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 | f.Probability................and |
| 5f920 | 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 4e 65 77 20 59 6f 72 6b 3a 20 41 63 61 64 65 6d 69 63 | .Statistics",.New.York:.Academic |
| 5f940 | 20 50 72 65 73 73 2c 20 31 39 36 34 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a | .Press,.1964...........Examples. |
| 5f960 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 | ........--------.........Draw.sa |
| 5f980 | 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 | mples.from.the.distribution:.... |
| 5f9a0 | 20 20 20 20 20 20 3e 3e 3e 20 6d 75 2c 20 6b 61 70 70 61 20 3d 20 30 2e 30 2c 20 34 2e 30 20 23 | ......>>>.mu,.kappa.=.0.0,.4.0.# |
| 5f9c0 | 20 6d 65 61 6e 20 61 6e 64 20 64 69 73 70 65 72 73 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .mean.and.dispersion.........>>> |
| 5f9e0 | 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 76 6f 6e | .s.=.np.random.default_rng().von |
| 5fa00 | 6d 69 73 65 73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 | mises(mu,.kappa,.1000).......... |
| 5fa20 | 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d | Display.the.histogram.of.the.sam |
| 5fa40 | 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f | ples,.along.with.........the.pro |
| 5fa60 | 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 | bability.density.function:...... |
| 5fa80 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 | ....>>>.import.matplotlib.pyplot |
| 5faa0 | 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 73 63 69 70 79 2e 73 | .as.plt.........>>>.from.scipy.s |
| 5fac0 | 70 65 63 69 61 6c 20 69 6d 70 6f 72 74 20 69 30 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b | pecial.import.i0..#.doctest:.+SK |
| 5fae0 | 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 | IP.........>>>.plt.hist(s,.50,.d |
| 5fb00 | 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e | ensity=True).........>>>.x.=.np. |
| 5fb20 | 6c 69 6e 73 70 61 63 65 28 2d 6e 70 2e 70 69 2c 20 6e 70 2e 70 69 2c 20 6e 75 6d 3d 35 31 29 0a | linspace(-np.pi,.np.pi,.num=51). |
| 5fb40 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 6e 70 2e 65 78 70 28 6b 61 70 70 61 2a 6e 70 2e | ........>>>.y.=.np.exp(kappa*np. |
| 5fb60 | 63 6f 73 28 78 2d 6d 75 29 29 2f 28 32 2a 6e 70 2e 70 69 2a 69 30 28 6b 61 70 70 61 29 29 20 20 | cos(x-mu))/(2*np.pi*i0(kappa)).. |
| 5fb80 | 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | #.doctest:.+SKIP.........>>>.plt |
| 5fba0 | 2e 70 6c 6f 74 28 78 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 | .plot(x,.y,.linewidth=2,.color=' |
| 5fbc0 | 72 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e | r')..#.doctest:.+SKIP.........>> |
| 5fbe0 | 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 6e 75 6d 70 79 2e 63 6f | >.plt.show()............numpy.co |
| 5fc00 | 72 65 2e 6d 75 6c 74 69 61 72 72 61 79 00 00 00 0a 20 20 20 20 20 20 20 20 67 61 6d 6d 61 28 73 | re.multiarray............gamma(s |
| 5fc20 | 68 61 70 65 2c 20 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 | hape,.scale=1.0,.size=None)..... |
| 5fc40 | 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 | .....Draw.samples.from.a.Gamma.d |
| 5fc60 | 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 | istribution...........Samples.ar |
| 5fc80 | 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f | e.drawn.from.a.Gamma.distributio |
| 5fca0 | 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 | n.with.specified.parameters,.... |
| 5fcc0 | 20 20 20 20 20 60 73 68 61 70 65 60 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 | .....`shape`.(sometimes.designat |
| 5fce0 | 65 64 20 22 6b 22 29 20 61 6e 64 20 60 73 63 61 6c 65 60 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 | ed."k").and.`scale`.(sometimes.d |
| 5fd00 | 65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 20 20 22 74 68 65 74 61 22 29 2c 20 77 68 65 72 | esignated........."theta"),.wher |
| 5fd20 | 65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 73 20 61 72 65 20 3e 20 30 2e 0a 0a 20 20 20 20 | e.both.parameters.are.>.0....... |
| 5fd40 | 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d | ....Parameters.........--------- |
| 5fd60 | 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 | -.........shape.:.float.or.array |
| 5fd80 | 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 | _like.of.floats.............The. |
| 5fda0 | 73 68 61 70 65 20 6f 66 20 74 68 65 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | shape.of.the.gamma.distribution. |
| 5fdc0 | 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 | .Must.be.non-negative..........s |
| 5fde0 | 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c | cale.:.float.or.array_like.of.fl |
| 5fe00 | 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 73 | oats,.optional.............The.s |
| 5fe20 | 63 61 6c 65 20 6f 66 20 74 68 65 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 | cale.of.the.gamma.distribution.. |
| 5fe40 | 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 20 | Must.be.non-negative............ |
| 5fe60 | 20 20 44 65 66 61 75 6c 74 20 69 73 20 65 71 75 61 6c 20 74 6f 20 31 2e 0a 20 20 20 20 20 20 20 | ..Default.is.equal.to.1......... |
| 5fe80 | 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 | .size.:.int.or.tuple.of.ints,.op |
| 5fea0 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e | tional.............Output.shape. |
| 5fec0 | 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 | ..If.the.given.shape.is,.e.g.,.` |
| 5fee0 | 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 | `(m,.n,.k)``,.then.............` |
| 5ff00 | 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 | `m.*.n.*.k``.samples.are.drawn.. |
| 5ff20 | 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a | .If.size.is.``None``.(default),. |
| 5ff40 | 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 | ............a.single.value.is.re |
| 5ff60 | 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61 70 65 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 | turned.if.``shape``.and.``scale` |
| 5ff80 | 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | `.are.both.scalars.............. |
| 5ffa0 | 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65 2c | Otherwise,.``np.broadcast(shape, |
| 5ffc0 | 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e | .scale).size``.samples.are.drawn |
| 5ffe0 | 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ...........Returns.........----- |
| 60000 | 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c | --.........out.:.ndarray.or.scal |
| 60020 | 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f | ar.............Drawn.samples.fro |
| 60040 | 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72 69 | m.the.parameterized.gamma.distri |
| 60060 | 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 | bution...........See.Also....... |
| 60080 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 | ..--------.........scipy.stats.g |
| 600a0 | 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 | amma.:.probability.density.funct |
| 600c0 | 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 | ion,.distribution.or............ |
| 600e0 | 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 | .cumulative.density.function,.et |
| 60100 | 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a | c...........Notes.........-----. |
| 60120 | 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 | ........The.probability.density. |
| 60140 | 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 | for.the.Gamma.distribution.is... |
| 60160 | 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b 2d 31 7d 5c | ..........math::.p(x).=.x^{k-1}\ |
| 60180 | 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b 5c 47 61 6d | frac{e^{-x/\theta}}{\theta^k\Gam |
| 601a0 | 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6b 60 | ma(k)},..........where.:math:`k` |
| 601c0 | 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 65 74 61 60 | .is.the.shape.and.:math:`\theta` |
| 601e0 | 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c | .the.scale,.........and.:math:`\ |
| 60200 | 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 | Gamma`.is.the.Gamma.function.... |
| 60220 | 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | .......The.Gamma.distribution.is |
| 60240 | 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d 65 73 20 74 | .often.used.to.model.the.times.t |
| 60260 | 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 72 6f 6e 69 63 20 | o.failure.of.........electronic. |
| 60280 | 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 75 72 61 6c 6c 79 | components,.and.arises.naturally |
| 602a0 | 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66 6f 72 20 77 68 69 63 68 20 74 68 65 0a 20 20 20 20 | .in.processes.for.which.the..... |
| 602c0 | 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f 69 73 73 6f | ....waiting.times.between.Poisso |
| 602e0 | 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 76 65 6e 74 73 20 61 72 65 20 72 65 6c 65 76 61 6e | n.distributed.events.are.relevan |
| 60300 | 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d | t...........References.........- |
| 60320 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74 65 | ---------............[1].Weisste |
| 60340 | 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e | in,.Eric.W.."Gamma.Distribution. |
| 60360 | 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ".From.MathWorld--A............. |
| 60380 | 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 | ...Wolfram.Web.Resource......... |
| 603a0 | 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d | ........http://mathworld.wolfram |
| 603c0 | 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 | .com/GammaDistribution.html..... |
| 603e0 | 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d 61 20 64 69 73 | .......[2].Wikipedia,."Gamma.dis |
| 60400 | 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 | tribution",................https |
| 60420 | 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 61 6d 6d 61 5f 64 | ://en.wikipedia.org/wiki/Gamma_d |
| 60440 | 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 | istribution..........Examples... |
| 60460 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 | ......--------.........Draw.samp |
| 60480 | 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 | les.from.the.distribution:...... |
| 604a0 | 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20 73 63 61 6c 65 20 3d 20 32 2e 2c 20 32 2e 20 20 23 | ....>>>.shape,.scale.=.2.,.2...# |
| 604c0 | 20 6d 65 61 6e 3d 34 2c 20 73 74 64 3d 32 2a 73 71 72 74 28 32 29 0a 20 20 20 20 20 20 20 20 3e | .mean=4,.std=2*sqrt(2).........> |
| 604e0 | 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 67 | >>.s.=.np.random.default_rng().g |
| 60500 | 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 | amma(shape,.scale,.1000)........ |
| 60520 | 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 | ..Display.the.histogram.of.the.s |
| 60540 | 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 | amples,.along.with.........the.p |
| 60560 | 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 | robability.density.function:.... |
| 60580 | 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c | ......>>>.import.matplotlib.pypl |
| 605a0 | 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69 | ot.as.plt.........>>>.import.sci |
| 605c0 | 70 79 2e 73 70 65 63 69 61 6c 20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 | py.special.as.sps..#.doctest:.+S |
| 605e0 | 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e | KIP.........>>>.count,.bins,.ign |
| 60600 | 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 | ored.=.plt.hist(s,.50,.density=T |
| 60620 | 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 62 69 6e 73 2a 2a 28 73 68 61 70 | rue).........>>>.y.=.bins**(shap |
| 60640 | 65 2d 31 29 2a 28 6e 70 2e 65 78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 20 2f 20 20 23 20 64 | e-1)*(np.exp(-bins/scale)./..#.d |
| 60660 | 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 | octest:.+SKIP................... |
| 60680 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28 73 68 61 70 65 29 | ...............(sps.gamma(shape) |
| 606a0 | 2a 73 63 61 6c 65 2a 2a 73 68 61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e | *scale**shape)).........>>>.plt. |
| 606c0 | 70 6c 6f 74 28 62 69 6e 73 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 | plot(bins,.y,.linewidth=2,.color |
| 606e0 | 3d 27 72 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 | ='r')..#.doctest:.+SKIP......... |
| 60700 | 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 | >>>.plt.show().................. |
| 60720 | 47 65 6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 20 28 6c 69 6e 65 20 32 30 37 33 29 00 00 00 00 00 | Generator.power.(line.2073)..... |
| 60740 | 63 61 70 73 75 6c 65 00 6d 6f 64 65 00 00 00 00 57 68 65 6e 20 6d 65 74 68 6f 64 20 69 73 20 27 | capsule.mode....When.method.is.' |
| 60760 | 63 6f 75 6e 74 27 2c 20 73 75 6d 28 63 6f 6c 6f 72 73 29 20 6d 75 73 74 20 6e 6f 74 20 65 78 63 | count',.sum(colors).must.not.exc |
| 60780 | 65 65 64 20 25 64 00 00 47 65 6e 65 72 61 74 6f 72 2e 67 65 6f 6d 65 74 72 69 63 20 28 6c 69 6e | eed.%d..Generator.geometric.(lin |
| 607a0 | 65 20 33 31 38 38 29 00 47 65 6e 65 72 61 74 6f 72 2e 62 79 74 65 73 20 28 6c 69 6e 65 20 35 36 | e.3188).Generator.bytes.(line.56 |
| 607c0 | 39 29 00 00 00 00 00 00 49 6e 76 61 6c 69 64 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 2e 20 54 | 9)......Invalid.bit.generator..T |
| 607e0 | 68 65 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 6d 75 73 74 20 62 65 20 69 6e 73 74 61 6e 74 | he.bit.generator.must.be.instant |
| 60800 | 69 61 74 65 64 2e 00 00 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 61 72 65 20 6e 6f 74 20 6e 6f | iated...probabilities.are.not.no |
| 60820 | 6e 2d 6e 65 67 61 74 69 76 65 00 00 65 71 75 61 6c 00 00 00 73 74 61 72 74 00 00 00 00 00 00 00 | n-negative..equal...start....... |
| 60840 | 47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67 75 6c 61 72 20 28 6c 69 6e 65 20 32 37 30 37 29 | Generator.triangular.(line.2707) |
| 60860 | 00 00 00 00 6e 6f 6e 63 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65 | ....nonc.................shuffle |
| 60880 | 28 78 2c 20 61 78 69 73 3d 30 29 0a 0a 20 20 20 20 20 20 20 20 4d 6f 64 69 66 79 20 61 6e 20 61 | (x,.axis=0)..........Modify.an.a |
| 608a0 | 72 72 61 79 20 6f 72 20 73 65 71 75 65 6e 63 65 20 69 6e 2d 70 6c 61 63 65 20 62 79 20 73 68 75 | rray.or.sequence.in-place.by.shu |
| 608c0 | 66 66 6c 69 6e 67 20 69 74 73 20 63 6f 6e 74 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 | ffling.its.contents...........Th |
| 608e0 | 65 20 6f 72 64 65 72 20 6f 66 20 73 75 62 2d 61 72 72 61 79 73 20 69 73 20 63 68 61 6e 67 65 64 | e.order.of.sub-arrays.is.changed |
| 60900 | 20 62 75 74 20 74 68 65 69 72 20 63 6f 6e 74 65 6e 74 73 20 72 65 6d 61 69 6e 73 20 74 68 65 20 | .but.their.contents.remains.the. |
| 60920 | 73 61 6d 65 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | same...........Parameters....... |
| 60940 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a 20 6e 64 61 72 72 61 79 | ..----------.........x.:.ndarray |
| 60960 | 20 6f 72 20 4d 75 74 61 62 6c 65 53 65 71 75 65 6e 63 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .or.MutableSequence............. |
| 60980 | 54 68 65 20 61 72 72 61 79 2c 20 6c 69 73 74 20 6f 72 20 6d 75 74 61 62 6c 65 20 73 65 71 75 65 | The.array,.list.or.mutable.seque |
| 609a0 | 6e 63 65 20 74 6f 20 62 65 20 73 68 75 66 66 6c 65 64 2e 0a 20 20 20 20 20 20 20 20 61 78 69 73 | nce.to.be.shuffled..........axis |
| 609c0 | 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 | .:.int,.optional.............The |
| 609e0 | 20 61 78 69 73 20 77 68 69 63 68 20 60 78 60 20 69 73 20 73 68 75 66 66 6c 65 64 20 61 6c 6f 6e | .axis.which.`x`.is.shuffled.alon |
| 60a00 | 67 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 74 20 | g..Default.is.0..............It. |
| 60a20 | 69 73 20 6f 6e 6c 79 20 73 75 70 70 6f 72 74 65 64 20 6f 6e 20 60 6e 64 61 72 72 61 79 60 20 6f | is.only.supported.on.`ndarray`.o |
| 60a40 | 62 6a 65 63 74 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 | bjects...........Returns........ |
| 60a60 | 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4e 6f 6e 65 0a 0a 20 20 20 20 20 20 20 20 45 | .-------.........None..........E |
| 60a80 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | xamples.........--------........ |
| 60aa0 | 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 | .>>>.rng.=.np.random.default_rng |
| 60ac0 | 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 | ().........>>>.arr.=.np.arange(1 |
| 60ae0 | 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 73 68 75 66 66 6c 65 28 61 72 72 29 0a | 0).........>>>.rng.shuffle(arr). |
| 60b00 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 20 20 5b 31 20 37 20 35 20 32 | ........>>>.arr.........[1.7.5.2 |
| 60b20 | 20 39 20 34 20 33 20 36 20 30 20 38 5d 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 | .9.4.3.6.0.8].#.random.......... |
| 60b40 | 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 | >>>.arr.=.np.arange(9).reshape(( |
| 60b60 | 33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 73 68 75 66 66 6c 65 28 61 | 3,.3)).........>>>.rng.shuffle(a |
| 60b80 | 72 72 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 20 20 61 72 72 61 | rr).........>>>.arr.........arra |
| 60ba0 | 79 28 5b 5b 33 2c 20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 | y([[3,.4,.5],.#.random.......... |
| 60bc0 | 20 20 20 20 20 20 5b 36 2c 20 37 2c 20 38 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ......[6,.7,.8],................ |
| 60be0 | 5b 30 2c 20 31 2c 20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e | [0,.1,.2]])..........>>>.arr.=.n |
| 60c00 | 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 | p.arange(9).reshape((3,.3))..... |
| 60c20 | 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 73 68 75 66 66 6c 65 28 61 72 72 2c 20 61 78 69 73 3d 31 29 | ....>>>.rng.shuffle(arr,.axis=1) |
| 60c40 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b | .........>>>.arr.........array([ |
| 60c60 | 5b 32 2c 20 30 2c 20 31 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 | [2,.0,.1],.#.random............. |
| 60c80 | 20 20 20 5b 35 2c 20 33 2c 20 34 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 38 2c | ...[5,.3,.4],................[8, |
| 60ca0 | 20 36 2c 20 37 5d 5d 29 0a 20 20 20 20 20 20 20 20 00 00 00 7a 65 72 6f 73 00 00 00 00 00 00 00 | .6,.7]])............zeros....... |
| 60cc0 | 55 73 65 72 57 61 72 6e 69 6e 67 00 00 00 00 00 43 61 6e 6e 6f 74 20 69 6e 64 65 78 20 77 69 74 | UserWarning.....Cannot.index.wit |
| 60ce0 | 68 20 74 79 70 65 20 27 25 73 27 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | h.type.'%s'.....numpy.random._ge |
| 60d00 | 6e 65 72 61 74 6f 72 00 61 6c 6c 63 6c 6f 73 65 00 00 00 00 00 00 00 00 64 74 79 70 65 5f 69 73 | nerator.allclose........dtype_is |
| 60d20 | 5f 6f 62 6a 65 63 74 00 6d 65 61 6e 20 6d 75 73 74 20 62 65 20 31 20 64 69 6d 65 6e 73 69 6f 6e | _object.mean.must.be.1.dimension |
| 60d40 | 61 6c 00 00 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 70 61 72 65 74 6f 20 28 6c 69 6e 65 20 31 | al......Generator.pareto.(line.1 |
| 60d60 | 38 37 36 29 00 00 00 00 6c 65 73 73 5f 65 71 75 61 6c 00 00 00 00 00 00 63 61 73 74 69 6e 67 00 | 876)....less_equal......casting. |
| 60d80 | 69 6e 74 31 36 00 00 00 55 6e 73 75 70 70 6f 72 74 65 64 20 64 74 79 70 65 20 25 72 20 66 6f 72 | int16...Unsupported.dtype.%r.for |
| 60da0 | 20 72 61 6e 64 6f 6d 00 77 61 72 6e 69 6e 67 73 00 00 00 00 00 00 00 00 5f 5f 69 6d 70 6f 72 74 | .random.warnings........__import |
| 60dc0 | 5f 5f 00 00 6f 72 64 65 72 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 61 | __..order................permuta |
| 60de0 | 74 69 6f 6e 28 78 2c 20 61 78 69 73 3d 30 29 0a 0a 20 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 6c | tion(x,.axis=0)..........Randoml |
| 60e00 | 79 20 70 65 72 6d 75 74 65 20 61 20 73 65 71 75 65 6e 63 65 2c 20 6f 72 20 72 65 74 75 72 6e 20 | y.permute.a.sequence,.or.return. |
| 60e20 | 61 20 70 65 72 6d 75 74 65 64 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d | a.permuted.range...........Param |
| 60e40 | 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | eters.........----------........ |
| 60e60 | 20 78 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 0a 20 20 20 20 20 20 20 20 20 | .x.:.int.or.array_like.......... |
| 60e80 | 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 20 72 61 6e 64 6f 6d 6c | ...If.`x`.is.an.integer,.randoml |
| 60ea0 | 79 20 70 65 72 6d 75 74 65 20 60 60 6e 70 2e 61 72 61 6e 67 65 28 78 29 60 60 2e 0a 20 20 20 20 | y.permute.``np.arange(x)``...... |
| 60ec0 | 20 20 20 20 20 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e 20 61 72 72 61 79 2c 20 6d 61 6b 65 | ........If.`x`.is.an.array,.make |
| 60ee0 | 20 61 20 63 6f 70 79 20 61 6e 64 20 73 68 75 66 66 6c 65 20 74 68 65 20 65 6c 65 6d 65 6e 74 73 | .a.copy.and.shuffle.the.elements |
| 60f00 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 6c 79 2e 0a 20 20 20 20 20 20 20 20 61 | .............randomly..........a |
| 60f20 | 78 69 73 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | xis.:.int,.optional............. |
| 60f40 | 54 68 65 20 61 78 69 73 20 77 68 69 63 68 20 60 78 60 20 69 73 20 73 68 75 66 66 6c 65 64 20 61 | The.axis.which.`x`.is.shuffled.a |
| 60f60 | 6c 6f 6e 67 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 | long..Default.is.0...........Ret |
| 60f80 | 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 | urns.........-------.........out |
| 60fa0 | 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 65 72 6d 75 74 65 64 20 | .:.ndarray.............Permuted. |
| 60fc0 | 73 65 71 75 65 6e 63 65 20 6f 72 20 61 72 72 61 79 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 | sequence.or.array.range......... |
| 60fe0 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 61000 | 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f | ....>>>.rng.=.np.random.default_ |
| 61020 | 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f | rng().........>>>.rng.permutatio |
| 61040 | 6e 28 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 37 2c 20 34 2c 20 33 2c | n(10).........array([1,.7,.4,.3, |
| 61060 | 20 30 2c 20 39 2c 20 32 2c 20 35 2c 20 38 2c 20 36 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | .0,.9,.2,.5,.8,.6]).#.random.... |
| 61080 | 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 5b 31 2c 20 34 2c | ......>>>.rng.permutation([1,.4, |
| 610a0 | 20 39 2c 20 31 32 2c 20 31 35 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 35 2c 20 | .9,.12,.15]).........array([15,. |
| 610c0 | 20 31 2c 20 20 39 2c 20 20 34 2c 20 31 32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 | .1,..9,..4,.12]).#.random....... |
| 610e0 | 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 | ...>>>.arr.=.np.arange(9).reshap |
| 61100 | 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 | e((3,.3)).........>>>.rng.permut |
| 61120 | 61 74 69 6f 6e 28 61 72 72 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 36 2c 20 37 2c | ation(arr).........array([[6,.7, |
| 61140 | 20 38 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c | .8],.#.random................[0, |
| 61160 | 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c 20 35 5d | .1,.2],................[3,.4,.5] |
| 61180 | 5d 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 | ])..........>>>.rng.permutation( |
| 611a0 | 22 61 62 63 22 29 0a 20 20 20 20 20 20 20 20 54 72 61 63 65 62 61 63 6b 20 28 6d 6f 73 74 20 72 | "abc").........Traceback.(most.r |
| 611c0 | 65 63 65 6e 74 20 63 61 6c 6c 20 6c 61 73 74 29 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e | ecent.call.last):............... |
| 611e0 | 2e 0a 20 20 20 20 20 20 20 20 6e 75 6d 70 79 2e 41 78 69 73 45 72 72 6f 72 3a 20 61 78 69 73 20 | ..........numpy.AxisError:.axis. |
| 61200 | 30 20 69 73 20 6f 75 74 20 6f 66 20 62 6f 75 6e 64 73 20 66 6f 72 20 61 72 72 61 79 20 6f 66 20 | 0.is.out.of.bounds.for.array.of. |
| 61220 | 64 69 6d 65 6e 73 69 6f 6e 20 30 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e | dimension.0..........>>>.arr.=.n |
| 61240 | 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 | p.arange(9).reshape((3,.3))..... |
| 61260 | 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 61 72 72 2c 20 61 78 69 | ....>>>.rng.permutation(arr,.axi |
| 61280 | 73 3d 31 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2c 20 32 2c 20 31 5d 2c 20 23 | s=1).........array([[0,.2,.1],.# |
| 612a0 | 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 35 2c 20 34 5d | .random................[3,.5,.4] |
| 612c0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 36 2c 20 38 2c 20 37 5d 5d 29 0a 0a 20 20 | ,................[6,.8,.7]]).... |
| 612e0 | 20 20 20 20 20 20 00 00 47 65 6e 65 72 61 74 6f 72 2e 63 68 69 73 71 75 61 72 65 20 28 6c 69 6e | ........Generator.chisquare.(lin |
| 61300 | 65 20 31 34 37 34 29 00 69 6e 74 65 67 65 72 73 00 00 00 00 74 61 6b 65 00 00 00 00 00 00 00 00 | e.1474).integers....take........ |
| 61320 | 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 28 73 69 7a 65 3d 4e 6f | .........standard_cauchy(size=No |
| 61340 | 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 | ne)..........Draw.samples.from.a |
| 61360 | 20 73 74 61 6e 64 61 72 64 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 | .standard.Cauchy.distribution.wi |
| 61380 | 74 68 20 6d 6f 64 65 20 3d 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 6e | th.mode.=.0...........Also.known |
| 613a0 | 20 61 73 20 74 68 65 20 4c 6f 72 65 6e 74 7a 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 | .as.the.Lorentz.distribution.... |
| 613c0 | 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | .......Parameters.........------ |
| 613e0 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 | ----.........size.:.int.or.tuple |
| 61400 | 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f | .of.ints,.optional.............O |
| 61420 | 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 | utput.shape...If.the.given.shape |
| 61440 | 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 | .is,.e.g.,.``(m,.n,.k)``,.then.. |
| 61460 | 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 | ...........``m.*.n.*.k``.samples |
| 61480 | 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e | .are.drawn...Default.is.None,.in |
| 614a0 | 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 | .which.case.a.............single |
| 614c0 | 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 | .value.is.returned...........Ret |
| 614e0 | 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 61 6d | urns.........-------.........sam |
| 61500 | 70 6c 65 73 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 | ples.:.ndarray.or.scalar........ |
| 61520 | 20 20 20 20 20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2e 0a 0a 20 20 20 20 20 20 20 | .....The.drawn.samples.......... |
| 61540 | 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 | .Notes.........-----.........The |
| 61560 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f | .probability.density.function.fo |
| 61580 | 72 20 74 68 65 20 66 75 6c 6c 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 | r.the.full.Cauchy.distribution.i |
| 615a0 | 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 20 78 5f 30 2c 20 5c | s.............math::.P(x;.x_0,.\ |
| 615c0 | 67 61 6d 6d 61 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 70 69 20 5c 67 61 6d 6d 61 20 5c 62 69 | gamma).=.\frac{1}{\pi.\gamma.\bi |
| 615e0 | 67 6c 5b 20 31 2b 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 5c 66 72 61 63 7b | gl[.1+...................(\frac{ |
| 61600 | 78 2d 78 5f 30 7d 7b 5c 67 61 6d 6d 61 7d 29 5e 32 20 5c 62 69 67 72 5d 20 7d 0a 0a 20 20 20 20 | x-x_0}{\gamma})^2.\bigr].}...... |
| 61620 | 20 20 20 20 61 6e 64 20 74 68 65 20 53 74 61 6e 64 61 72 64 20 43 61 75 63 68 79 20 64 69 73 74 | ....and.the.Standard.Cauchy.dist |
| 61640 | 72 69 62 75 74 69 6f 6e 20 6a 75 73 74 20 73 65 74 73 20 3a 6d 61 74 68 3a 60 78 5f 30 3d 30 60 | ribution.just.sets.:math:`x_0=0` |
| 61660 | 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 67 61 6d 6d 61 3d 31 60 0a 0a 20 | .and.........:math:`\gamma=1`... |
| 61680 | 20 20 20 20 20 20 20 54 68 65 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 | .......The.Cauchy.distribution.a |
| 616a0 | 72 69 73 65 73 20 69 6e 20 74 68 65 20 73 6f 6c 75 74 69 6f 6e 20 74 6f 20 74 68 65 20 64 72 69 | rises.in.the.solution.to.the.dri |
| 616c0 | 76 65 6e 20 68 61 72 6d 6f 6e 69 63 0a 20 20 20 20 20 20 20 20 6f 73 63 69 6c 6c 61 74 6f 72 20 | ven.harmonic.........oscillator. |
| 616e0 | 70 72 6f 62 6c 65 6d 2c 20 61 6e 64 20 61 6c 73 6f 20 64 65 73 63 72 69 62 65 73 20 73 70 65 63 | problem,.and.also.describes.spec |
| 61700 | 74 72 61 6c 20 6c 69 6e 65 20 62 72 6f 61 64 65 6e 69 6e 67 2e 20 49 74 0a 20 20 20 20 20 20 20 | tral.line.broadening..It........ |
| 61720 | 20 61 6c 73 6f 20 64 65 73 63 72 69 62 65 73 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | .also.describes.the.distribution |
| 61740 | 20 6f 66 20 76 61 6c 75 65 73 20 61 74 20 77 68 69 63 68 20 61 20 6c 69 6e 65 20 74 69 6c 74 65 | .of.values.at.which.a.line.tilte |
| 61760 | 64 20 61 74 0a 20 20 20 20 20 20 20 20 61 20 72 61 6e 64 6f 6d 20 61 6e 67 6c 65 20 77 69 6c 6c | d.at.........a.random.angle.will |
| 61780 | 20 63 75 74 20 74 68 65 20 78 20 61 78 69 73 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 73 | .cut.the.x.axis...........When.s |
| 617a0 | 74 75 64 79 69 6e 67 20 68 79 70 6f 74 68 65 73 69 73 20 74 65 73 74 73 20 74 68 61 74 20 61 73 | tudying.hypothesis.tests.that.as |
| 617c0 | 73 75 6d 65 20 6e 6f 72 6d 61 6c 69 74 79 2c 20 73 65 65 69 6e 67 20 68 6f 77 20 74 68 65 0a 20 | sume.normality,.seeing.how.the.. |
| 617e0 | 20 20 20 20 20 20 20 74 65 73 74 73 20 70 65 72 66 6f 72 6d 20 6f 6e 20 64 61 74 61 20 66 72 6f | .......tests.perform.on.data.fro |
| 61800 | 6d 20 61 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 6f 6f | m.a.Cauchy.distribution.is.a.goo |
| 61820 | 64 20 69 6e 64 69 63 61 74 6f 72 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68 65 69 72 20 73 65 6e | d.indicator.of.........their.sen |
| 61840 | 73 69 74 69 76 69 74 79 20 74 6f 20 61 20 68 65 61 76 79 2d 74 61 69 6c 65 64 20 64 69 73 74 72 | sitivity.to.a.heavy-tailed.distr |
| 61860 | 69 62 75 74 69 6f 6e 2c 20 73 69 6e 63 65 20 74 68 65 20 43 61 75 63 68 79 20 6c 6f 6f 6b 73 0a | ibution,.since.the.Cauchy.looks. |
| 61880 | 20 20 20 20 20 20 20 20 76 65 72 79 20 6d 75 63 68 20 6c 69 6b 65 20 61 20 47 61 75 73 73 69 61 | ........very.much.like.a.Gaussia |
| 618a0 | 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 62 75 74 20 77 69 74 68 20 68 65 61 76 69 65 72 | n.distribution,.but.with.heavier |
| 618c0 | 20 74 61 69 6c 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 | .tails...........References..... |
| 618e0 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4e 49 | ....----------............[1].NI |
| 61900 | 53 54 2f 53 45 4d 41 54 45 43 48 20 65 2d 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 74 61 74 69 73 | ST/SEMATECH.e-Handbook.of.Statis |
| 61920 | 74 69 63 61 6c 20 4d 65 74 68 6f 64 73 2c 20 22 43 61 75 63 68 79 0a 20 20 20 20 20 20 20 20 20 | tical.Methods,."Cauchy.......... |
| 61940 | 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .....Distribution",............. |
| 61960 | 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 | ..https://www.itl.nist.gov/div89 |
| 61980 | 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 33 2e | 8/handbook/eda/section3/eda3663. |
| 619a0 | 68 74 6d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 | htm............[2].Weisstein,.Er |
| 619c0 | 69 63 20 57 2e 20 22 43 61 75 63 68 79 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f | ic.W.."Cauchy.Distribution.".Fro |
| 619e0 | 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c | m.MathWorld--A...............Wol |
| 61a00 | 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | fram.Web.Resource............... |
| 61a20 | 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 43 61 | .http://mathworld.wolfram.com/Ca |
| 61a40 | 75 63 68 79 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e | uchyDistribution.html........... |
| 61a60 | 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 | .[3].Wikipedia,."Cauchy.distribu |
| 61a80 | 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 | tion"...............https://en.w |
| 61aa0 | 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 43 61 75 63 68 79 5f 64 69 73 74 72 69 62 | ikipedia.org/wiki/Cauchy_distrib |
| 61ac0 | 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 | ution..........Examples......... |
| 61ae0 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 61 6e | --------.........Draw.samples.an |
| 61b00 | 64 20 70 6c 6f 74 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 | d.plot.the.distribution:........ |
| 61b20 | 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 | ..>>>.import.matplotlib.pyplot.a |
| 61b40 | 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e | s.plt.........>>>.s.=.np.random. |
| 61b60 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 28 31 30 | default_rng().standard_cauchy(10 |
| 61b80 | 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 73 5b 28 73 3e 2d 32 35 29 | 00000).........>>>.s.=.s[(s>-25) |
| 61ba0 | 20 26 20 28 73 3c 32 35 29 5d 20 20 23 20 74 72 75 6e 63 61 74 65 20 64 69 73 74 72 69 62 75 74 | .&.(s<25)]..#.truncate.distribut |
| 61bc0 | 69 6f 6e 20 73 6f 20 69 74 20 70 6c 6f 74 73 20 77 65 6c 6c 0a 20 20 20 20 20 20 20 20 3e 3e 3e | ion.so.it.plots.well.........>>> |
| 61be0 | 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 62 69 6e 73 3d 31 30 30 29 0a 20 20 20 20 20 20 20 20 3e | .plt.hist(s,.bins=100).........> |
| 61c00 | 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 47 65 6e 65 72 61 74 6f | >>.plt.show()...........Generato |
| 61c20 | 72 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 28 6c 69 6e 65 20 33 36 36 39 29 00 00 00 00 00 00 00 | r.multinomial.(line.3669)....... |
| 61c40 | 47 65 6e 65 72 61 74 6f 72 2e 77 65 69 62 75 6c 6c 20 28 6c 69 6e 65 20 31 39 37 34 29 00 00 00 | Generator.weibull.(line.1974)... |
| 61c60 | 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 63 6f 6e 74 61 69 6e 20 4e 61 4e 00 00 00 6d 65 61 6e | probabilities.contain.NaN...mean |
| 61c80 | 00 00 00 00 00 00 00 00 69 73 66 69 6e 69 74 65 00 00 00 00 6c 6f 63 6b 00 00 00 00 00 00 00 00 | ........isfinite....lock........ |
| 61ca0 | 79 6f 75 20 61 72 65 20 73 68 75 66 66 6c 69 6e 67 20 61 20 27 00 00 00 6e 67 6f 6f 64 20 2b 20 | you.are.shuffling.a.'...ngood.+. |
| 61cc0 | 6e 62 61 64 20 3c 20 6e 73 61 6d 70 6c 65 00 00 4f 75 74 20 6f 66 20 62 6f 75 6e 64 73 20 6f 6e | nbad.<.nsample..Out.of.bounds.on |
| 61ce0 | 20 62 75 66 66 65 72 20 61 63 63 65 73 73 20 28 61 78 69 73 20 25 64 29 00 00 00 00 00 00 00 00 | .buffer.access.(axis.%d)........ |
| 61d00 | 0a 20 20 20 20 20 20 20 20 70 61 72 65 74 6f 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 | .........pareto(a,.size=None)... |
| 61d20 | 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 50 61 72 65 74 | .......Draw.samples.from.a.Paret |
| 61d40 | 6f 20 49 49 20 6f 72 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a | o.II.or.Lomax.distribution.with. |
| 61d60 | 20 20 20 20 20 20 20 20 73 70 65 63 69 66 69 65 64 20 73 68 61 70 65 2e 0a 0a 20 20 20 20 20 20 | ........specified.shape......... |
| 61d80 | 20 20 54 68 65 20 4c 6f 6d 61 78 20 6f 72 20 50 61 72 65 74 6f 20 49 49 20 64 69 73 74 72 69 62 | ..The.Lomax.or.Pareto.II.distrib |
| 61da0 | 75 74 69 6f 6e 20 69 73 20 61 20 73 68 69 66 74 65 64 20 50 61 72 65 74 6f 0a 20 20 20 20 20 20 | ution.is.a.shifted.Pareto....... |
| 61dc0 | 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 54 68 65 20 63 6c 61 73 73 69 63 61 6c 20 50 61 | ..distribution..The.classical.Pa |
| 61de0 | 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 0a 20 20 20 20 20 20 20 | reto.distribution.can.be........ |
| 61e00 | 20 6f 62 74 61 69 6e 65 64 20 66 72 6f 6d 20 74 68 65 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62 | .obtained.from.the.Lomax.distrib |
| 61e20 | 75 74 69 6f 6e 20 62 79 20 61 64 64 69 6e 67 20 31 20 61 6e 64 0a 20 20 20 20 20 20 20 20 6d 75 | ution.by.adding.1.and.........mu |
| 61e40 | 6c 74 69 70 6c 79 69 6e 67 20 62 79 20 74 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 | ltiplying.by.the.scale.parameter |
| 61e60 | 20 60 60 6d 60 60 20 28 73 65 65 20 4e 6f 74 65 73 29 2e 20 20 54 68 65 0a 20 20 20 20 20 20 20 | .``m``.(see.Notes)...The........ |
| 61e80 | 20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 4c 6f 6d 61 78 20 64 69 73 | .smallest.value.of.the.Lomax.dis |
| 61ea0 | 74 72 69 62 75 74 69 6f 6e 20 69 73 20 7a 65 72 6f 20 77 68 69 6c 65 20 66 6f 72 20 74 68 65 0a | tribution.is.zero.while.for.the. |
| 61ec0 | 20 20 20 20 20 20 20 20 63 6c 61 73 73 69 63 61 6c 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 | ........classical.Pareto.distrib |
| 61ee0 | 75 74 69 6f 6e 20 69 74 20 69 73 20 60 60 6d 75 60 60 2c 20 77 68 65 72 65 20 74 68 65 20 73 74 | ution.it.is.``mu``,.where.the.st |
| 61f00 | 61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 | andard.........Pareto.distributi |
| 61f20 | 6f 6e 20 68 61 73 20 6c 6f 63 61 74 69 6f 6e 20 60 60 6d 75 20 3d 20 31 60 60 2e 20 20 4c 6f 6d | on.has.location.``mu.=.1``...Lom |
| 61f40 | 61 78 20 63 61 6e 20 61 6c 73 6f 0a 20 20 20 20 20 20 20 20 62 65 20 63 6f 6e 73 69 64 65 72 65 | ax.can.also.........be.considere |
| 61f60 | 64 20 61 73 20 61 20 73 69 6d 70 6c 69 66 69 65 64 20 76 65 72 73 69 6f 6e 20 6f 66 20 74 68 65 | d.as.a.simplified.version.of.the |
| 61f80 | 20 47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20 20 20 20 20 20 50 61 72 65 74 6f 20 64 69 73 74 | .Generalized.........Pareto.dist |
| 61fa0 | 72 69 62 75 74 69 6f 6e 20 28 61 76 61 69 6c 61 62 6c 65 20 69 6e 20 53 63 69 50 79 29 2c 20 77 | ribution.(available.in.SciPy),.w |
| 61fc0 | 69 74 68 20 74 68 65 20 73 63 61 6c 65 20 73 65 74 0a 20 20 20 20 20 20 20 20 74 6f 20 6f 6e 65 | ith.the.scale.set.........to.one |
| 61fe0 | 20 61 6e 64 20 74 68 65 20 6c 6f 63 61 74 69 6f 6e 20 73 65 74 20 74 6f 20 7a 65 72 6f 2e 0a 0a | .and.the.location.set.to.zero... |
| 62000 | 20 20 20 20 20 20 20 20 54 68 65 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | ........The.Pareto.distribution. |
| 62020 | 6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 7a 65 72 6f 2c 20 61 6e 64 20 69 | must.be.greater.than.zero,.and.i |
| 62040 | 73 0a 20 20 20 20 20 20 20 20 75 6e 62 6f 75 6e 64 65 64 20 61 62 6f 76 65 2e 20 20 49 74 20 69 | s.........unbounded.above...It.i |
| 62060 | 73 20 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 20 22 38 30 2d 32 30 20 72 75 6c 65 22 | s.also.known.as.the."80-20.rule" |
| 62080 | 2e 20 20 49 6e 0a 20 20 20 20 20 20 20 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c | ...In.........this.distribution, |
| 620a0 | 20 38 30 20 70 65 72 63 65 6e 74 20 6f 66 20 74 68 65 20 77 65 69 67 68 74 73 20 61 72 65 20 69 | .80.percent.of.the.weights.are.i |
| 620c0 | 6e 20 74 68 65 20 6c 6f 77 65 73 74 0a 20 20 20 20 20 20 20 20 32 30 20 70 65 72 63 65 6e 74 20 | n.the.lowest.........20.percent. |
| 620e0 | 6f 66 20 74 68 65 20 72 61 6e 67 65 2c 20 77 68 69 6c 65 20 74 68 65 20 6f 74 68 65 72 20 32 30 | of.the.range,.while.the.other.20 |
| 62100 | 20 70 65 72 63 65 6e 74 20 66 69 6c 6c 20 74 68 65 0a 20 20 20 20 20 20 20 20 72 65 6d 61 69 6e | .percent.fill.the.........remain |
| 62120 | 69 6e 67 20 38 30 20 70 65 72 63 65 6e 74 20 6f 66 20 74 68 65 20 72 61 6e 67 65 2e 0a 0a 20 20 | ing.80.percent.of.the.range..... |
| 62140 | 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......Parameters.........------- |
| 62160 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c | ---.........a.:.float.or.array_l |
| 62180 | 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 68 61 70 65 20 | ike.of.floats.............Shape. |
| 621a0 | 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 70 6f 73 | of.the.distribution..Must.be.pos |
| 621c0 | 69 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 | itive..........size.:.int.or.tup |
| 621e0 | 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | le.of.ints,.optional............ |
| 62200 | 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 | .Output.shape...If.the.given.sha |
| 62220 | 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e | pe.is,.e.g.,.``(m,.n,.k)``,.then |
| 62240 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c | .............``m.*.n.*.k``.sampl |
| 62260 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 | es.are.drawn...If.size.is.``None |
| 62280 | 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 | ``.(default),.............a.sing |
| 622a0 | 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 | le.value.is.returned.if.``a``.is |
| 622c0 | 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 | .a.scalar...Otherwise,.......... |
| 622e0 | 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 | ...``np.array(a).size``.samples. |
| 62300 | 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | are.drawn...........Returns..... |
| 62320 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 | ....-------.........out.:.ndarra |
| 62340 | 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 | y.or.scalar.............Drawn.sa |
| 62360 | 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 50 61 72 | mples.from.the.parameterized.Par |
| 62380 | 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 | eto.distribution...........See.A |
| 623a0 | 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 | lso.........--------.........sci |
| 623c0 | 70 79 2e 73 74 61 74 73 2e 6c 6f 6d 61 78 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e | py.stats.lomax.:.probability.den |
| 623e0 | 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 | sity.function,.distribution.or.. |
| 62400 | 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 | ...........cumulative.density.fu |
| 62420 | 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 | nction,.etc..........scipy.stats |
| 62440 | 2e 67 65 6e 70 61 72 65 74 6f 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 | .genpareto.:.probability.density |
| 62460 | 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 | .function,.distribution.or...... |
| 62480 | 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 | .......cumulative.density.functi |
| 624a0 | 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 | on,.etc...........Notes......... |
| 624c0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 | -----.........The.probability.de |
| 624e0 | 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f | nsity.for.the.Pareto.distributio |
| 62500 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c | n.is.............math::.p(x).=.\ |
| 62520 | 66 72 61 63 7b 61 6d 5e 61 7d 7b 78 5e 7b 61 2b 31 7d 7d 0a 0a 20 20 20 20 20 20 20 20 77 68 65 | frac{am^a}{x^{a+1}}..........whe |
| 62540 | 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d | re.:math:`a`.is.the.shape.and.:m |
| 62560 | 61 74 68 3a 60 6d 60 20 74 68 65 20 73 63 61 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 | ath:`m`.the.scale...........The. |
| 62580 | 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6e 61 6d 65 64 20 61 66 74 65 72 | Pareto.distribution,.named.after |
| 625a0 | 20 74 68 65 20 49 74 61 6c 69 61 6e 20 65 63 6f 6e 6f 6d 69 73 74 0a 20 20 20 20 20 20 20 20 56 | .the.Italian.economist.........V |
| 625c0 | 69 6c 66 72 65 64 6f 20 50 61 72 65 74 6f 2c 20 69 73 20 61 20 70 6f 77 65 72 20 6c 61 77 20 70 | ilfredo.Pareto,.is.a.power.law.p |
| 625e0 | 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 | robability.distribution......... |
| 62600 | 75 73 65 66 75 6c 20 69 6e 20 6d 61 6e 79 20 72 65 61 6c 20 77 6f 72 6c 64 20 70 72 6f 62 6c 65 | useful.in.many.real.world.proble |
| 62620 | 6d 73 2e 20 20 4f 75 74 73 69 64 65 20 74 68 65 20 66 69 65 6c 64 20 6f 66 0a 20 20 20 20 20 20 | ms...Outside.the.field.of....... |
| 62640 | 20 20 65 63 6f 6e 6f 6d 69 63 73 20 69 74 20 69 73 20 67 65 6e 65 72 61 6c 6c 79 20 72 65 66 65 | ..economics.it.is.generally.refe |
| 62660 | 72 72 65 64 20 74 6f 20 61 73 20 74 68 65 20 42 72 61 64 66 6f 72 64 0a 20 20 20 20 20 20 20 20 | rred.to.as.the.Bradford......... |
| 62680 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 50 61 72 65 74 6f 20 64 65 76 65 6c 6f 70 65 64 20 74 | distribution..Pareto.developed.t |
| 626a0 | 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 6f 20 64 65 73 63 72 69 62 65 0a 20 20 20 20 | he.distribution.to.describe..... |
| 626c0 | 20 20 20 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 77 65 61 6c 74 68 20 69 | ....the.distribution.of.wealth.i |
| 626e0 | 6e 20 61 6e 20 65 63 6f 6e 6f 6d 79 2e 20 20 49 74 20 68 61 73 20 61 6c 73 6f 20 66 6f 75 6e 64 | n.an.economy...It.has.also.found |
| 62700 | 0a 20 20 20 20 20 20 20 20 75 73 65 20 69 6e 20 69 6e 73 75 72 61 6e 63 65 2c 20 77 65 62 20 70 | .........use.in.insurance,.web.p |
| 62720 | 61 67 65 20 61 63 63 65 73 73 20 73 74 61 74 69 73 74 69 63 73 2c 20 6f 69 6c 20 66 69 65 6c 64 | age.access.statistics,.oil.field |
| 62740 | 20 73 69 7a 65 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 6d 61 6e 79 20 6f 74 68 65 72 20 70 | .sizes,.........and.many.other.p |
| 62760 | 72 6f 62 6c 65 6d 73 2c 20 69 6e 63 6c 75 64 69 6e 67 20 74 68 65 20 64 6f 77 6e 6c 6f 61 64 20 | roblems,.including.the.download. |
| 62780 | 66 72 65 71 75 65 6e 63 79 20 66 6f 72 0a 20 20 20 20 20 20 20 20 70 72 6f 6a 65 63 74 73 20 69 | frequency.for.........projects.i |
| 627a0 | 6e 20 53 6f 75 72 63 65 66 6f 72 67 65 20 5b 31 5d 5f 2e 20 20 49 74 20 69 73 20 6f 6e 65 20 6f | n.Sourceforge.[1]_...It.is.one.o |
| 627c0 | 66 20 74 68 65 20 73 6f 2d 63 61 6c 6c 65 64 0a 20 20 20 20 20 20 20 20 22 66 61 74 2d 74 61 69 | f.the.so-called........."fat-tai |
| 627e0 | 6c 65 64 22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 0a 20 20 20 20 20 20 20 20 52 65 | led".distributions............Re |
| 62800 | 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ferences.........----------..... |
| 62820 | 20 20 20 20 2e 2e 20 5b 31 5d 20 46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64 20 50 61 75 6c | .......[1].Francis.Hunt.and.Paul |
| 62840 | 20 4a 6f 68 6e 73 6f 6e 2c 20 4f 6e 20 74 68 65 20 50 61 72 65 74 6f 20 44 69 73 74 72 69 62 75 | .Johnson,.On.the.Pareto.Distribu |
| 62860 | 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72 63 65 66 6f 72 | tion.of................Sourcefor |
| 62880 | 67 65 20 70 72 6f 6a 65 63 74 73 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 61 72 65 | ge.projects.............[2].Pare |
| 628a0 | 74 6f 2c 20 56 2e 20 28 31 38 39 36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f 6c 69 74 69 63 | to,.V..(1896)..Course.of.Politic |
| 628c0 | 61 6c 20 45 63 6f 6e 6f 6d 79 2e 20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20 20 20 20 2e 2e | al.Economy..Lausanne............ |
| 628e0 | 20 5b 33 5d 20 52 65 69 73 73 2c 20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d 2e 28 32 30 30 | .[3].Reiss,.R.D.,.Thomas,.M.(200 |
| 62900 | 31 29 2c 20 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 | 1),.Statistical.Analysis.of.Extr |
| 62920 | 65 6d 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 2c 20 42 69 72 6b 68 | eme................Values,.Birkh |
| 62940 | 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 32 33 2d 33 30 2e 0a 20 | auser.Verlag,.Basel,.pp.23-30... |
| 62960 | 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 61 72 65 74 6f | ..........[4].Wikipedia,."Pareto |
| 62980 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 | .distribution",................h |
| 629a0 | 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 61 72 | ttps://en.wikipedia.org/wiki/Par |
| 629c0 | 65 74 6f 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | eto_distribution..........Exampl |
| 629e0 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 | es.........--------.........Draw |
| 62a00 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a | .samples.from.the.distribution:. |
| 62a20 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 2c 20 6d 20 3d 20 33 2e 2c 20 32 2e 20 20 23 20 73 68 | .........>>>.a,.m.=.3.,.2...#.sh |
| 62a40 | 61 70 65 20 61 6e 64 20 6d 6f 64 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 28 6e 70 | ape.and.mode.........>>>.s.=.(np |
| 62a60 | 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 70 61 72 65 74 6f 28 61 2c 20 | .random.default_rng().pareto(a,. |
| 62a80 | 31 30 30 30 29 20 2b 20 31 29 20 2a 20 6d 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 | 1000).+.1).*.m..........Display. |
| 62aa0 | 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c | the.histogram.of.the.samples,.al |
| 62ac0 | 6f 6e 67 20 77 69 74 68 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 | ong.with.the.probability........ |
| 62ae0 | 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .density.function:..........>>>. |
| 62b00 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 62b20 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 5f 20 3d 20 70 6c 74 | ........>>>.count,.bins,._.=.plt |
| 62b40 | 2e 68 69 73 74 28 73 2c 20 31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 | .hist(s,.100,.density=True)..... |
| 62b60 | 20 20 20 20 3e 3e 3e 20 66 69 74 20 3d 20 61 2a 6d 2a 2a 61 20 2f 20 62 69 6e 73 2a 2a 28 61 2b | ....>>>.fit.=.a*m**a./.bins**(a+ |
| 62b80 | 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 6d 61 | 1).........>>>.plt.plot(bins,.ma |
| 62ba0 | 78 28 63 6f 75 6e 74 29 2a 66 69 74 2f 6d 61 78 28 66 69 74 29 2c 20 6c 69 6e 65 77 69 64 74 68 | x(count)*fit/max(fit),.linewidth |
| 62bc0 | 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 | =2,.color='r').........>>>.plt.s |
| 62be0 | 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 0a 20 20 20 20 20 20 20 20 66 28 64 66 6e 75 6d | how()....................f(dfnum |
| 62c00 | 2c 20 64 66 64 65 6e 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 | ,.dfden,.size=None)..........Dra |
| 62c20 | 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e | w.samples.from.an.F.distribution |
| 62c40 | 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f | ...........Samples.are.drawn.fro |
| 62c60 | 6d 20 61 6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 | m.an.F.distribution.with.specifi |
| 62c80 | 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 60 64 66 6e 75 6d 60 20 28 | ed.parameters,.........`dfnum`.( |
| 62ca0 | 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 | degrees.of.freedom.in.numerator) |
| 62cc0 | 20 61 6e 64 20 60 64 66 64 65 6e 60 20 28 64 65 67 72 65 65 73 20 6f 66 0a 20 20 20 20 20 20 20 | .and.`dfden`.(degrees.of........ |
| 62ce0 | 20 66 72 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 29 2c 20 77 68 65 72 65 20 | .freedom.in.denominator),.where. |
| 62d00 | 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 73 20 6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 | both.parameters.must.be.greater. |
| 62d20 | 74 68 61 6e 0a 20 20 20 20 20 20 20 20 7a 65 72 6f 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 | than.........zero...........The. |
| 62d40 | 72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 6f 66 20 74 68 65 20 46 20 64 69 73 74 72 69 62 75 | random.variate.of.the.F.distribu |
| 62d60 | 74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 | tion.(also.known.as.the......... |
| 62d80 | 46 69 73 68 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74 69 6e | Fisher.distribution).is.a.contin |
| 62da0 | 75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 | uous.probability.distribution... |
| 62dc0 | 20 20 20 20 20 20 74 68 61 74 20 61 72 69 73 65 73 20 69 6e 20 41 4e 4f 56 41 20 74 65 73 74 73 | ......that.arises.in.ANOVA.tests |
| 62de0 | 2c 20 61 6e 64 20 69 73 20 74 68 65 20 72 61 74 69 6f 20 6f 66 20 74 77 6f 20 63 68 69 2d 73 71 | ,.and.is.the.ratio.of.two.chi-sq |
| 62e00 | 75 61 72 65 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 | uare.........variates........... |
| 62e20 | 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | Parameters.........----------... |
| 62e40 | 20 20 20 20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b | ......dfnum.:.float.or.array_lik |
| 62e60 | 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 | e.of.floats.............Degrees. |
| 62e80 | 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 2c 20 6d 75 73 74 20 62 65 | of.freedom.in.numerator,.must.be |
| 62ea0 | 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 | .>.0..........dfden.:.float.or.a |
| 62ec0 | 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 | rray_like.of.float.............D |
| 62ee0 | 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 | egrees.of.freedom.in.denominator |
| 62f00 | 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e | ,.must.be.>.0..........size.:.in |
| 62f20 | 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 | t.or.tuple.of.ints,.optional.... |
| 62f40 | 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 | .........Output.shape...If.the.g |
| 62f60 | 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 | iven.shape.is,.e.g.,.``(m,.n,.k) |
| 62f80 | 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b | ``,.then.............``m.*.n.*.k |
| 62fa0 | 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 | ``.samples.are.drawn...If.size.i |
| 62fc0 | 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 | s.``None``.(default),........... |
| 62fe0 | 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 | ..a.single.value.is.returned.if. |
| 63000 | 60 60 64 66 6e 75 6d 60 60 20 61 6e 64 20 60 60 64 66 64 65 6e 60 60 20 61 72 65 20 62 6f 74 68 | ``dfnum``.and.``dfden``.are.both |
| 63020 | 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c | .scalars..............Otherwise, |
| 63040 | 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 29 2e 73 69 | .``np.broadcast(dfnum,.dfden).si |
| 63060 | 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 | ze``.samples.are.drawn.......... |
| 63080 | 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | .Returns.........-------........ |
| 630a0 | 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 | .out.:.ndarray.or.scalar........ |
| 630c0 | 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 | .....Drawn.samples.from.the.para |
| 630e0 | 6d 65 74 65 72 69 7a 65 64 20 46 69 73 68 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | meterized.Fisher.distribution... |
| 63100 | 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........See.Also.........------- |
| 63120 | 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 66 20 3a 20 70 72 6f 62 61 62 | -.........scipy.stats.f.:.probab |
| 63140 | 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 | ility.density.function,.distribu |
| 63160 | 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 | tion.or.............cumulative.d |
| 63180 | 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e | ensity.function,.etc...........N |
| 631a0 | 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 46 | otes.........-----.........The.F |
| 631c0 | 20 73 74 61 74 69 73 74 69 63 20 69 73 20 75 73 65 64 20 74 6f 20 63 6f 6d 70 61 72 65 20 69 6e | .statistic.is.used.to.compare.in |
| 631e0 | 2d 67 72 6f 75 70 20 76 61 72 69 61 6e 63 65 73 20 74 6f 20 62 65 74 77 65 65 6e 2d 67 72 6f 75 | -group.variances.to.between-grou |
| 63200 | 70 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 6e 63 65 73 2e 20 43 61 6c 63 75 6c 61 74 69 6e 67 | p.........variances..Calculating |
| 63220 | 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64 65 70 65 6e 64 73 20 6f 6e 20 74 68 65 | .the.distribution.depends.on.the |
| 63240 | 20 73 61 6d 70 6c 69 6e 67 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 73 6f 20 69 74 20 69 73 20 | .sampling,.and.........so.it.is. |
| 63260 | 61 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 72 65 73 70 65 63 74 69 76 65 20 64 65 67 | a.function.of.the.respective.deg |
| 63280 | 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 | rees.of.freedom.in.the.........p |
| 632a0 | 72 6f 62 6c 65 6d 2e 20 20 54 68 65 20 76 61 72 69 61 62 6c 65 20 60 64 66 6e 75 6d 60 20 69 73 | roblem...The.variable.`dfnum`.is |
| 632c0 | 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 20 6d 69 6e 75 73 20 6f 6e 65 | .the.number.of.samples.minus.one |
| 632e0 | 2c 20 74 68 65 0a 20 20 20 20 20 20 20 20 62 65 74 77 65 65 6e 2d 67 72 6f 75 70 73 20 64 65 67 | ,.the.........between-groups.deg |
| 63300 | 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 77 68 69 6c 65 20 60 64 66 64 65 6e 60 20 69 | rees.of.freedom,.while.`dfden`.i |
| 63320 | 73 20 74 68 65 20 77 69 74 68 69 6e 2d 67 72 6f 75 70 73 0a 20 20 20 20 20 20 20 20 64 65 67 72 | s.the.within-groups.........degr |
| 63340 | 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 6e | ees.of.freedom,.the.sum.of.the.n |
| 63360 | 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 20 69 6e 20 65 61 63 68 20 67 72 6f 75 70 0a 20 | umber.of.samples.in.each.group.. |
| 63380 | 20 20 20 20 20 20 20 6d 69 6e 75 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 67 72 6f 75 70 | .......minus.the.number.of.group |
| 633a0 | 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d | s...........References.........- |
| 633c0 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 6c 61 6e 74 7a 2c | ---------............[1].Glantz, |
| 633e0 | 20 53 74 61 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 | .Stanton.A.."Primer.of.Biostatis |
| 63400 | 74 69 63 73 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 | tics.",.McGraw-Hill,............ |
| 63420 | 20 20 20 20 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 | ....Fifth.Edition,.2002......... |
| 63440 | 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 46 2d 64 69 73 74 72 69 62 75 74 69 | ....[2].Wikipedia,."F-distributi |
| 63460 | 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 | on",................https://en.w |
| 63480 | 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e | ikipedia.org/wiki/F-distribution |
| 634a0 | 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ..........Examples.........----- |
| 634c0 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70 6c 65 20 66 72 6f 6d 20 47 6c 61 6e | ---.........An.example.from.Glan |
| 634e0 | 74 7a 5b 31 5d 2c 20 70 70 20 34 37 2d 34 30 3a 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 20 67 72 | tz[1],.pp.47-40:..........Two.gr |
| 63500 | 6f 75 70 73 2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69 61 62 65 74 69 63 73 20 28 32 35 20 | oups,.children.of.diabetics.(25. |
| 63520 | 70 65 6f 70 6c 65 29 20 61 6e 64 20 63 68 69 6c 64 72 65 6e 20 66 72 6f 6d 20 70 65 6f 70 6c 65 | people).and.children.from.people |
| 63540 | 0a 20 20 20 20 20 20 20 20 77 69 74 68 6f 75 74 20 64 69 61 62 65 74 65 73 20 28 32 35 20 63 6f | .........without.diabetes.(25.co |
| 63560 | 6e 74 72 6f 6c 73 29 2e 20 46 61 73 74 69 6e 67 20 62 6c 6f 6f 64 20 67 6c 75 63 6f 73 65 20 77 | ntrols)..Fasting.blood.glucose.w |
| 63580 | 61 73 20 6d 65 61 73 75 72 65 64 2c 0a 20 20 20 20 20 20 20 20 63 61 73 65 20 67 72 6f 75 70 20 | as.measured,.........case.group. |
| 635a0 | 68 61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20 38 36 2e 31 2c 20 63 6f 6e 74 72 6f | had.a.mean.value.of.86.1,.contro |
| 635c0 | 6c 73 20 68 61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 0a 20 20 20 20 20 20 20 20 38 | ls.had.a.mean.value.of.........8 |
| 635e0 | 32 2e 32 2e 20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 73 20 77 65 72 65 20 32 2e | 2.2..Standard.deviations.were.2. |
| 63600 | 30 39 20 61 6e 64 20 32 2e 34 39 20 72 65 73 70 65 63 74 69 76 65 6c 79 2e 20 41 72 65 20 74 68 | 09.and.2.49.respectively..Are.th |
| 63620 | 65 73 65 0a 20 20 20 20 20 20 20 20 64 61 74 61 20 63 6f 6e 73 69 73 74 65 6e 74 20 77 69 74 68 | ese.........data.consistent.with |
| 63640 | 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 74 68 61 74 20 74 68 65 20 70 61 | .the.null.hypothesis.that.the.pa |
| 63660 | 72 65 6e 74 73 20 64 69 61 62 65 74 69 63 0a 20 20 20 20 20 20 20 20 73 74 61 74 75 73 20 64 6f | rents.diabetic.........status.do |
| 63680 | 65 73 20 6e 6f 74 20 61 66 66 65 63 74 20 74 68 65 69 72 20 63 68 69 6c 64 72 65 6e 27 73 20 62 | es.not.affect.their.children's.b |
| 636a0 | 6c 6f 6f 64 20 67 6c 75 63 6f 73 65 20 6c 65 76 65 6c 73 3f 0a 20 20 20 20 20 20 20 20 43 61 6c | lood.glucose.levels?.........Cal |
| 636c0 | 63 75 6c 61 74 69 6e 67 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 66 72 6f 6d 20 74 68 | culating.the.F.statistic.from.th |
| 636e0 | 65 20 64 61 74 61 20 67 69 76 65 73 20 61 20 76 61 6c 75 65 20 6f 66 20 33 36 2e 30 31 2e 0a 0a | e.data.gives.a.value.of.36.01... |
| 63700 | 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 | ........Draw.samples.from.the.di |
| 63720 | 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 6e 75 6d 20 3d | stribution:..........>>>.dfnum.= |
| 63740 | 20 31 2e 20 23 20 62 65 74 77 65 65 6e 20 67 72 6f 75 70 20 64 65 67 72 65 65 73 20 6f 66 20 66 | .1..#.between.group.degrees.of.f |
| 63760 | 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 64 65 6e 20 3d 20 34 38 2e 20 23 | reedom.........>>>.dfden.=.48..# |
| 63780 | 20 77 69 74 68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f | .within.groups.degrees.of.freedo |
| 637a0 | 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 | m.........>>>.s.=.np.random.defa |
| 637c0 | 75 6c 74 5f 72 6e 67 28 29 2e 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 31 30 30 30 29 0a | ult_rng().f(dfnum,.dfden,.1000). |
| 637e0 | 0a 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 77 65 72 20 62 6f 75 6e 64 20 66 6f 72 20 74 68 65 | .........The.lower.bound.for.the |
| 63800 | 20 74 6f 70 20 31 25 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 20 69 73 20 3a 0a 0a 20 20 20 | .top.1%.of.the.samples.is.:..... |
| 63820 | 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 73 6f 72 74 28 73 29 5b 2d 31 30 5d 0a 20 20 20 20 20 20 20 | .....>>>.np.sort(s)[-10]........ |
| 63840 | 20 37 2e 36 31 39 38 38 31 32 30 39 38 35 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 | .7.61988120985.#.random......... |
| 63860 | 20 53 6f 20 74 68 65 72 65 20 69 73 20 61 62 6f 75 74 20 61 20 31 25 20 63 68 61 6e 63 65 20 74 | .So.there.is.about.a.1%.chance.t |
| 63880 | 68 61 74 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 77 69 6c 6c 20 65 78 63 65 65 64 20 | hat.the.F.statistic.will.exceed. |
| 638a0 | 37 2e 36 32 2c 0a 20 20 20 20 20 20 20 20 74 68 65 20 6d 65 61 73 75 72 65 64 20 76 61 6c 75 65 | 7.62,.........the.measured.value |
| 638c0 | 20 69 73 20 33 36 2c 20 73 6f 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 | .is.36,.so.the.null.hypothesis.i |
| 638e0 | 73 20 72 65 6a 65 63 74 65 64 20 61 74 20 74 68 65 20 31 25 0a 20 20 20 20 20 20 20 20 6c 65 76 | s.rejected.at.the.1%.........lev |
| 63900 | 65 6c 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 5f 5f 72 65 64 75 63 65 5f 5f 00 00 00 00 00 00 | el..............__reduce__...... |
| 63920 | 63 6f 76 61 72 69 61 6e 63 65 20 69 73 20 6e 6f 74 20 70 6f 73 69 74 69 76 65 2d 73 65 6d 69 64 | covariance.is.not.positive-semid |
| 63940 | 65 66 69 6e 69 74 65 2e 00 00 00 00 61 78 69 73 00 00 00 00 00 00 00 00 5f 5f 6e 65 77 5f 5f 00 | efinite.....axis........__new__. |
| 63960 | 43 61 6e 6e 6f 74 20 63 72 65 61 74 65 20 77 72 69 74 61 62 6c 65 20 6d 65 6d 6f 72 79 20 76 69 | Cannot.create.writable.memory.vi |
| 63980 | 65 77 20 66 72 6f 6d 20 72 65 61 64 2d 6f 6e 6c 79 20 6d 65 6d 6f 72 79 76 69 65 77 00 00 00 00 | ew.from.read-only.memoryview.... |
| 639a0 | 5f 5f 70 79 78 5f 75 6e 70 69 63 6b 6c 65 5f 45 6e 75 6d 00 6e 67 6f 6f 64 00 00 00 00 00 00 00 | __pyx_unpickle_Enum.ngood....... |
| 639c0 | 5b 2e 2e 2e 2c 3a 2d 31 5d 00 00 00 70 61 63 6b 00 00 00 00 69 6e 74 33 32 00 00 00 00 00 00 00 | [...,:-1]...pack....int32....... |
| 639e0 | 0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e | .........poisson(lam=1.0,.size=N |
| 63a00 | 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 | one)..........Draw.samples.from. |
| 63a20 | 61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | a.Poisson.distribution.......... |
| 63a40 | 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65 | .The.Poisson.distribution.is.the |
| 63a60 | 20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 | .limit.of.the.binomial.distribut |
| 63a80 | 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20 6c 61 72 67 65 20 4e 2e 0a 0a 20 20 20 20 20 20 | ion.........for.large.N......... |
| 63aa0 | 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a | ..Parameters.........----------. |
| 63ac0 | 20 20 20 20 20 20 20 20 6c 61 6d 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b | ........lam.:.float.or.array_lik |
| 63ae0 | 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 45 78 70 65 63 74 65 64 | e.of.floats.............Expected |
| 63b00 | 20 6e 75 6d 62 65 72 20 6f 66 20 65 76 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 69 6e 20 61 | .number.of.events.occurring.in.a |
| 63b20 | 20 66 69 78 65 64 2d 74 69 6d 65 20 69 6e 74 65 72 76 61 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 | .fixed-time.interval,........... |
| 63b40 | 20 20 6d 75 73 74 20 62 65 20 3e 3d 20 30 2e 20 41 20 73 65 71 75 65 6e 63 65 20 6d 75 73 74 20 | ..must.be.>=.0..A.sequence.must. |
| 63b60 | 62 65 20 62 72 6f 61 64 63 61 73 74 61 62 6c 65 20 6f 76 65 72 20 74 68 65 20 72 65 71 75 65 73 | be.broadcastable.over.the.reques |
| 63b80 | 74 65 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a 65 2e 0a 20 20 20 20 20 20 20 20 73 69 | ted.............size..........si |
| 63ba0 | 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f | ze.:.int.or.tuple.of.ints,.optio |
| 63bc0 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 | nal.............Output.shape...I |
| 63be0 | 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d | f.the.given.shape.is,.e.g.,.``(m |
| 63c00 | 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 | ,.n,.k)``,.then.............``m. |
| 63c20 | 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 | *.n.*.k``.samples.are.drawn...If |
| 63c40 | 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 | .size.is.``None``.(default),.... |
| 63c60 | 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 | .........a.single.value.is.retur |
| 63c80 | 6e 65 64 20 69 66 20 60 60 6c 61 6d 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f 74 68 65 | ned.if.``lam``.is.a.scalar..Othe |
| 63ca0 | 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 6c 61 | rwise,.............``np.array(la |
| 63cc0 | 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 | m).size``.samples.are.drawn..... |
| 63ce0 | 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ......Returns.........-------... |
| 63d00 | 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 | ......out.:.ndarray.or.scalar... |
| 63d20 | 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 | ..........Drawn.samples.from.the |
| 63d40 | 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 | .parameterized.Poisson.distribut |
| 63d60 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | ion...........Notes.........---- |
| 63d80 | 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 | -.........The.Poisson.distributi |
| 63da0 | 6f 6e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66 28 6b 3b 20 5c 6c 61 6d 62 | on.............math::.f(k;.\lamb |
| 63dc0 | 64 61 29 3d 5c 66 72 61 63 7b 5c 6c 61 6d 62 64 61 5e 6b 20 65 5e 7b 2d 5c 6c 61 6d 62 64 61 7d | da)=\frac{\lambda^k.e^{-\lambda} |
| 63de0 | 7d 7b 6b 21 7d 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 65 76 65 6e 74 73 20 77 69 74 68 20 61 | }{k!}..........For.events.with.a |
| 63e00 | 6e 20 65 78 70 65 63 74 65 64 20 73 65 70 61 72 61 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 5c 6c 61 | n.expected.separation.:math:`\la |
| 63e20 | 6d 62 64 61 60 20 74 68 65 20 50 6f 69 73 73 6f 6e 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 | mbda`.the.Poisson.........distri |
| 63e40 | 62 75 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 60 20 64 65 73 | bution.:math:`f(k;.\lambda)`.des |
| 63e60 | 63 72 69 62 65 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 | cribes.the.probability.of....... |
| 63e80 | 20 20 3a 6d 61 74 68 3a 60 6b 60 20 65 76 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 77 69 74 | ..:math:`k`.events.occurring.wit |
| 63ea0 | 68 69 6e 20 74 68 65 20 6f 62 73 65 72 76 65 64 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 | hin.the.observed.........interva |
| 63ec0 | 6c 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 2e 0a 0a 20 20 20 20 20 20 20 20 42 65 63 61 | l.:math:`\lambda`...........Beca |
| 63ee0 | 75 73 65 20 74 68 65 20 6f 75 74 70 75 74 20 69 73 20 6c 69 6d 69 74 65 64 20 74 6f 20 74 68 65 | use.the.output.is.limited.to.the |
| 63f00 | 20 72 61 6e 67 65 20 6f 66 20 74 68 65 20 43 20 69 6e 74 36 34 20 74 79 70 65 2c 20 61 0a 20 20 | .range.of.the.C.int64.type,.a... |
| 63f20 | 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72 61 69 73 65 64 20 77 68 65 6e 20 | ......ValueError.is.raised.when. |
| 63f40 | 60 6c 61 6d 60 20 69 73 20 77 69 74 68 69 6e 20 31 30 20 73 69 67 6d 61 20 6f 66 20 74 68 65 20 | `lam`.is.within.10.sigma.of.the. |
| 63f60 | 6d 61 78 69 6d 75 6d 0a 20 20 20 20 20 20 20 20 72 65 70 72 65 73 65 6e 74 61 62 6c 65 20 76 61 | maximum.........representable.va |
| 63f80 | 6c 75 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 | lue...........References........ |
| 63fa0 | 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 | .----------............[1].Weiss |
| 63fc0 | 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f 6e 20 44 69 73 74 72 69 62 75 74 | tein,.Eric.W.."Poisson.Distribut |
| 63fe0 | 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f | ion."................From.MathWo |
| 64000 | 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 | rld--A.Wolfram.Web.Resource..... |
| 64020 | 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c | ............http://mathworld.wol |
| 64040 | 66 72 61 6d 2e 63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d | fram.com/PoissonDistribution.htm |
| 64060 | 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 6f 69 | l............[2].Wikipedia,."Poi |
| 64080 | 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | sson.distribution",............. |
| 640a0 | 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 | ...https://en.wikipedia.org/wiki |
| 640c0 | 2f 50 6f 69 73 73 6f 6e 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 | /Poisson_distribution..........E |
| 640e0 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | xamples.........--------........ |
| 64100 | 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 | .Draw.samples.from.the.distribut |
| 64120 | 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 | ion:..........>>>.import.numpy.a |
| 64140 | 73 20 6e 70 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d | s.np.........>>>.rng.=.np.random |
| 64160 | 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 | .default_rng().........>>>.s.=.r |
| 64180 | 6e 67 2e 70 6f 69 73 73 6f 6e 28 35 2c 20 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 | ng.poisson(5,.10000)..........Di |
| 641a0 | 73 70 6c 61 79 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 3a 0a 0a | splay.histogram.of.the.sample:.. |
| 641c0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 | ........>>>.import.matplotlib.py |
| 641e0 | 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 | plot.as.plt.........>>>.count,.b |
| 64200 | 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 31 34 2c 20 64 | ins,.ignored.=.plt.hist(s,.14,.d |
| 64220 | 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f | ensity=True).........>>>.plt.sho |
| 64240 | 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 65 61 63 68 20 31 30 30 20 76 61 6c 75 65 | w()..........Draw.each.100.value |
| 64260 | 73 20 66 6f 72 20 6c 61 6d 62 64 61 20 31 30 30 20 61 6e 64 20 35 30 30 3a 0a 0a 20 20 20 20 20 | s.for.lambda.100.and.500:....... |
| 64280 | 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 28 31 30 30 2e | ...>>>.s.=.rng.poisson(lam=(100. |
| 642a0 | 2c 20 35 30 30 2e 29 2c 20 73 69 7a 65 3d 28 31 30 30 2c 20 32 29 29 0a 0a 20 20 20 20 20 20 20 | ,.500.),.size=(100,.2))......... |
| 642c0 | 20 00 00 00 66 75 6c 6c 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 74 72 69 61 6e 67 75 | ....full.................triangu |
| 642e0 | 6c 61 72 28 6c 65 66 74 2c 20 6d 6f 64 65 2c 20 72 69 67 68 74 2c 20 73 69 7a 65 3d 4e 6f 6e 65 | lar(left,.mode,.right,.size=None |
| 64300 | 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 | )..........Draw.samples.from.the |
| 64320 | 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 74 68 | .triangular.distribution.over.th |
| 64340 | 65 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 60 60 5b 6c 65 66 74 2c 20 72 69 67 68 | e.........interval.``[left,.righ |
| 64360 | 74 5d 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 | t]``...........The.triangular.di |
| 64380 | 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61 | stribution.is.a.continuous.proba |
| 643a0 | 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 | bility.........distribution.with |
| 643c0 | 20 6c 6f 77 65 72 20 6c 69 6d 69 74 20 6c 65 66 74 2c 20 70 65 61 6b 20 61 74 20 6d 6f 64 65 2c | .lower.limit.left,.peak.at.mode, |
| 643e0 | 20 61 6e 64 20 75 70 70 65 72 0a 20 20 20 20 20 20 20 20 6c 69 6d 69 74 20 72 69 67 68 74 2e 20 | .and.upper.........limit.right.. |
| 64400 | 55 6e 6c 69 6b 65 20 74 68 65 20 6f 74 68 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 | Unlike.the.other.distributions,. |
| 64420 | 74 68 65 73 65 20 70 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 64 69 72 65 63 74 6c | these.parameters.........directl |
| 64440 | 79 20 64 65 66 69 6e 65 20 74 68 65 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 70 64 66 2e 0a 0a | y.define.the.shape.of.the.pdf... |
| 64460 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........Parameters.........----- |
| 64480 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 65 66 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 | -----.........left.:.float.or.ar |
| 644a0 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c | ray_like.of.floats.............L |
| 644c0 | 6f 77 65 72 20 6c 69 6d 69 74 2e 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 20 3a 20 66 6c 6f 61 74 | ower.limit..........mode.:.float |
| 644e0 | 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 | .or.array_like.of.floats........ |
| 64500 | 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 77 68 65 72 65 20 74 68 65 20 70 65 61 6b 20 6f 66 | .....The.value.where.the.peak.of |
| 64520 | 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 63 63 75 72 73 2e 0a 20 20 20 20 20 20 | .the.distribution.occurs........ |
| 64540 | 20 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 6d 75 73 74 20 66 75 6c 66 69 6c 6c 20 74 68 65 | ......The.value.must.fulfill.the |
| 64560 | 20 63 6f 6e 64 69 74 69 6f 6e 20 60 60 6c 65 66 74 20 3c 3d 20 6d 6f 64 65 20 3c 3d 20 72 69 67 | .condition.``left.<=.mode.<=.rig |
| 64580 | 68 74 60 60 2e 0a 20 20 20 20 20 20 20 20 72 69 67 68 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 | ht``..........right.:.float.or.a |
| 645a0 | 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | rray_like.of.floats............. |
| 645c0 | 55 70 70 65 72 20 6c 69 6d 69 74 2c 20 6d 75 73 74 20 62 65 20 6c 61 72 67 65 72 20 74 68 61 6e | Upper.limit,.must.be.larger.than |
| 645e0 | 20 60 6c 65 66 74 60 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 | .`left`..........size.:.int.or.t |
| 64600 | 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | uple.of.ints,.optional.......... |
| 64620 | 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 | ...Output.shape...If.the.given.s |
| 64640 | 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 | hape.is,.e.g.,.``(m,.n,.k)``,.th |
| 64660 | 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d | en.............``m.*.n.*.k``.sam |
| 64680 | 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f | ples.are.drawn...If.size.is.``No |
| 646a0 | 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 | ne``.(default),.............a.si |
| 646c0 | 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 65 66 74 | ngle.value.is.returned.if.``left |
| 646e0 | 60 60 2c 20 60 60 6d 6f 64 65 60 60 2c 20 61 6e 64 20 60 60 72 69 67 68 74 60 60 0a 20 20 20 20 | ``,.``mode``,.and.``right``..... |
| 64700 | 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20 4f 74 68 65 72 77 | ........are.all.scalars...Otherw |
| 64720 | 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20 6d 6f 64 65 2c 20 | ise,.``np.broadcast(left,.mode,. |
| 64740 | 72 69 67 68 74 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 | right).size``.............sample |
| 64760 | 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | s.are.drawn...........Returns... |
| 64780 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 | ......-------.........out.:.ndar |
| 647a0 | 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 | ray.or.scalar.............Drawn. |
| 647c0 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 74 | samples.from.the.parameterized.t |
| 647e0 | 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | riangular.distribution.......... |
| 64800 | 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 | .Notes.........-----.........The |
| 64820 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f | .probability.density.function.fo |
| 64840 | 72 20 74 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | r.the.triangular.distribution.is |
| 64860 | 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 6c 2c 20 6d 2c 20 72 29 | .............math::.P(x;l,.m,.r) |
| 64880 | 20 3d 20 5c 62 65 67 69 6e 7b 63 61 73 65 73 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | .=.\begin{cases}................ |
| 648a0 | 20 20 20 5c 66 72 61 63 7b 32 28 78 2d 6c 29 7d 7b 28 72 2d 6c 29 28 6d 2d 6c 29 7d 26 20 5c 74 | ...\frac{2(x-l)}{(r-l)(m-l)}&.\t |
| 648c0 | 65 78 74 7b 66 6f 72 20 24 6c 20 5c 6c 65 71 20 78 20 5c 6c 65 71 20 6d 24 7d 2c 5c 5c 0a 20 20 | ext{for.$l.\leq.x.\leq.m$},\\... |
| 648e0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 32 28 72 2d 78 29 7d 7b 28 72 | ................\frac{2(r-x)}{(r |
| 64900 | 2d 6c 29 28 72 2d 6d 29 7d 26 20 5c 74 65 78 74 7b 66 6f 72 20 24 6d 20 5c 6c 65 71 20 78 20 5c | -l)(r-m)}&.\text{for.$m.\leq.x.\ |
| 64920 | 6c 65 71 20 72 24 7d 2c 5c 5c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 30 26 20 | leq.r$},\\...................0&. |
| 64940 | 5c 74 65 78 74 7b 6f 74 68 65 72 77 69 73 65 7d 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | \text{otherwise}................ |
| 64960 | 20 20 20 20 5c 65 6e 64 7b 63 61 73 65 73 7d 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 | ....\end{cases}..........The.tri |
| 64980 | 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 | angular.distribution.is.often.us |
| 649a0 | 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e 65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c 65 | ed.in.ill-defined.........proble |
| 649c0 | 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e 64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62 75 | ms.where.the.underlying.distribu |
| 649e0 | 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f 77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20 73 | tion.is.not.known,.but.........s |
| 64a00 | 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f 66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64 20 | ome.knowledge.of.the.limits.and. |
| 64a20 | 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66 74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20 20 | mode.exists..Often.it.is.used... |
| 64a40 | 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 | ......in.simulations...........R |
| 64a60 | 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | eferences.........----------.... |
| 64a80 | 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75 6c | ........[1].Wikipedia,."Triangul |
| 64aa0 | 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ar.distribution"................ |
| 64ac0 | 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54 72 | https://en.wikipedia.org/wiki/Tr |
| 64ae0 | 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 | iangular_distribution..........E |
| 64b00 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | xamples.........--------........ |
| 64b20 | 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 | .Draw.values.from.the.distributi |
| 64b40 | 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 | on.and.plot.the.histogram:...... |
| 64b60 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 | ....>>>.import.matplotlib.pyplot |
| 64b80 | 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 | .as.plt.........>>>.h.=.plt.hist |
| 64ba0 | 28 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 74 72 69 61 6e 67 75 | (np.random.default_rng().triangu |
| 64bc0 | 6c 61 72 28 2d 33 2c 20 30 2c 20 38 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 30 30 2c | lar(-3,.0,.8,.100000),.bins=200, |
| 64be0 | 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e 73 69 74 | ..........................densit |
| 64c00 | 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a | y=True).........>>>.plt.show().. |
| 64c20 | 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 72 65 70 6c 61 63 65 00 5f 5f 6d 61 74 6d 75 6c | ................replace.__matmul |
| 64c40 | 5f 5f 00 00 65 72 72 6f 72 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 76 61 | __..error................multiva |
| 64c60 | 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20 73 69 7a 65 3d 4e 6f 6e | riate_normal(mean,.cov,.size=Non |
| 64c80 | 65 2c 20 63 68 65 63 6b 5f 76 61 6c 69 64 3d 27 77 61 72 6e 27 2c 0a 20 20 20 20 20 20 20 20 20 | e,.check_valid='warn',.......... |
| 64ca0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 74 6f 6c 3d 31 65 2d 38 2c 20 2a 2c 20 | ...................tol=1e-8,.*,. |
| 64cc0 | 6d 65 74 68 6f 64 3d 27 73 76 64 27 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 72 61 6e 64 | method='svd')..........Draw.rand |
| 64ce0 | 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74 65 20 6e | om.samples.from.a.multivariate.n |
| 64d00 | 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 | ormal.distribution...........The |
| 64d20 | 20 6d 75 6c 74 69 76 61 72 69 61 74 65 20 6e 6f 72 6d 61 6c 2c 20 6d 75 6c 74 69 6e 6f 72 6d 61 | .multivariate.normal,.multinorma |
| 64d40 | 6c 20 6f 72 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 0a | l.or.Gaussian.distribution.is.a. |
| 64d60 | 20 20 20 20 20 20 20 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 6f 6e | ........generalization.of.the.on |
| 64d80 | 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | e-dimensional.normal.distributio |
| 64da0 | 6e 20 74 6f 20 68 69 67 68 65 72 0a 20 20 20 20 20 20 20 20 64 69 6d 65 6e 73 69 6f 6e 73 2e 20 | n.to.higher.........dimensions.. |
| 64dc0 | 20 53 75 63 68 20 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 73 70 65 63 69 66 69 65 | .Such.a.distribution.is.specifie |
| 64de0 | 64 20 62 79 20 69 74 73 20 6d 65 61 6e 20 61 6e 64 0a 20 20 20 20 20 20 20 20 63 6f 76 61 72 69 | d.by.its.mean.and.........covari |
| 64e00 | 61 6e 63 65 20 6d 61 74 72 69 78 2e 20 20 54 68 65 73 65 20 70 61 72 61 6d 65 74 65 72 73 20 61 | ance.matrix...These.parameters.a |
| 64e20 | 72 65 20 61 6e 61 6c 6f 67 6f 75 73 20 74 6f 20 74 68 65 20 6d 65 61 6e 0a 20 20 20 20 20 20 20 | re.analogous.to.the.mean........ |
| 64e40 | 20 28 61 76 65 72 61 67 65 20 6f 72 20 22 63 65 6e 74 65 72 22 29 20 61 6e 64 20 76 61 72 69 61 | .(average.or."center").and.varia |
| 64e60 | 6e 63 65 20 28 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 6f 72 20 22 77 69 64 | nce.(standard.deviation,.or."wid |
| 64e80 | 74 68 2c 22 0a 20 20 20 20 20 20 20 20 73 71 75 61 72 65 64 29 20 6f 66 20 74 68 65 20 6f 6e 65 | th,".........squared).of.the.one |
| 64ea0 | 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e | -dimensional.normal.distribution |
| 64ec0 | 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d | ...........Parameters.........-- |
| 64ee0 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 31 2d 44 20 61 72 72 61 | --------.........mean.:.1-D.arra |
| 64f00 | 79 5f 6c 69 6b 65 2c 20 6f 66 20 6c 65 6e 67 74 68 20 4e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | y_like,.of.length.N............. |
| 64f20 | 4d 65 61 6e 20 6f 66 20 74 68 65 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 64 69 73 74 72 69 | Mean.of.the.N-dimensional.distri |
| 64f40 | 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 63 6f 76 20 3a 20 32 2d 44 20 61 72 72 61 79 5f | bution..........cov.:.2-D.array_ |
| 64f60 | 6c 69 6b 65 2c 20 6f 66 20 73 68 61 70 65 20 28 4e 2c 20 4e 29 0a 20 20 20 20 20 20 20 20 20 20 | like,.of.shape.(N,.N)........... |
| 64f80 | 20 20 43 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 20 6f 66 20 74 68 65 20 64 69 73 74 72 | ..Covariance.matrix.of.the.distr |
| 64fa0 | 69 62 75 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62 65 20 73 79 6d 6d 65 74 72 69 63 20 61 6e | ibution..It.must.be.symmetric.an |
| 64fc0 | 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6f 73 69 74 69 76 65 2d 73 65 6d 69 64 65 66 69 6e | d.............positive-semidefin |
| 64fe0 | 69 74 65 20 66 6f 72 20 70 72 6f 70 65 72 20 73 61 6d 70 6c 69 6e 67 2e 0a 20 20 20 20 20 20 20 | ite.for.proper.sampling......... |
| 65000 | 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 | .size.:.int.or.tuple.of.ints,.op |
| 65020 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 47 69 76 65 6e 20 61 20 73 68 61 70 65 | tional.............Given.a.shape |
| 65040 | 20 6f 66 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20 60 60 28 6d 2c 6e 2c 6b 29 60 60 2c 20 60 | .of,.for.example,.``(m,n,k)``,.` |
| 65060 | 60 6d 2a 6e 2a 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 0a 20 20 20 20 20 20 20 20 20 20 20 | `m*n*k``.samples.are............ |
| 65080 | 20 67 65 6e 65 72 61 74 65 64 2c 20 61 6e 64 20 70 61 63 6b 65 64 20 69 6e 20 61 6e 20 60 6d 60 | .generated,.and.packed.in.an.`m` |
| 650a0 | 2d 62 79 2d 60 6e 60 2d 62 79 2d 60 6b 60 20 61 72 72 61 6e 67 65 6d 65 6e 74 2e 20 20 42 65 63 | -by-`n`-by-`k`.arrangement...Bec |
| 650c0 | 61 75 73 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 | ause.............each.sample.is. |
| 650e0 | 60 4e 60 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 2c 20 74 68 65 20 6f 75 74 70 75 74 20 73 68 61 70 | `N`-dimensional,.the.output.shap |
| 65100 | 65 20 69 73 20 60 60 28 6d 2c 6e 2c 6b 2c 4e 29 60 60 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | e.is.``(m,n,k,N)``.............. |
| 65120 | 49 66 20 6e 6f 20 73 68 61 70 65 20 69 73 20 73 70 65 63 69 66 69 65 64 2c 20 61 20 73 69 6e 67 | If.no.shape.is.specified,.a.sing |
| 65140 | 6c 65 20 28 60 4e 60 2d 44 29 20 73 61 6d 70 6c 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 | le.(`N`-D).sample.is.returned... |
| 65160 | 20 20 20 20 20 20 20 63 68 65 63 6b 5f 76 61 6c 69 64 20 3a 20 7b 20 27 77 61 72 6e 27 2c 20 27 | .......check_valid.:.{.'warn',.' |
| 65180 | 72 61 69 73 65 27 2c 20 27 69 67 6e 6f 72 65 27 20 7d 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 | raise',.'ignore'.},.optional.... |
| 651a0 | 20 20 20 20 20 20 20 20 20 42 65 68 61 76 69 6f 72 20 77 68 65 6e 20 74 68 65 20 63 6f 76 61 72 | .........Behavior.when.the.covar |
| 651c0 | 69 61 6e 63 65 20 6d 61 74 72 69 78 20 69 73 20 6e 6f 74 20 70 6f 73 69 74 69 76 65 20 73 65 6d | iance.matrix.is.not.positive.sem |
| 651e0 | 69 64 65 66 69 6e 69 74 65 2e 0a 20 20 20 20 20 20 20 20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 | idefinite..........tol.:.float,. |
| 65200 | 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 6f 6c 65 72 61 6e 63 65 20 77 | optional.............Tolerance.w |
| 65220 | 68 65 6e 20 63 68 65 63 6b 69 6e 67 20 74 68 65 20 73 69 6e 67 75 6c 61 72 20 76 61 6c 75 65 73 | hen.checking.the.singular.values |
| 65240 | 20 69 6e 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 2e 0a 20 20 20 20 20 20 20 20 20 | .in.covariance.matrix........... |
| 65260 | 20 20 20 63 6f 76 20 69 73 20 63 61 73 74 20 74 6f 20 64 6f 75 62 6c 65 20 62 65 66 6f 72 65 20 | ...cov.is.cast.to.double.before. |
| 65280 | 74 68 65 20 63 68 65 63 6b 2e 0a 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 7b 20 27 73 | the.check..........method.:.{.'s |
| 652a0 | 76 64 27 2c 20 27 65 69 67 68 27 2c 20 27 63 68 6f 6c 65 73 6b 79 27 7d 2c 20 6f 70 74 69 6f 6e | vd',.'eigh',.'cholesky'},.option |
| 652c0 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 63 6f 76 20 69 6e 70 75 74 20 69 73 20 | al.............The.cov.input.is. |
| 652e0 | 75 73 65 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 61 20 66 61 63 74 6f 72 20 6d 61 74 72 69 78 20 | used.to.compute.a.factor.matrix. |
| 65300 | 41 20 73 75 63 68 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 41 20 40 20 41 2e | A.such.that.............``A.@.A. |
| 65320 | 54 20 3d 20 63 6f 76 60 60 2e 20 54 68 69 73 20 61 72 67 75 6d 65 6e 74 20 69 73 20 75 73 65 64 | T.=.cov``..This.argument.is.used |
| 65340 | 20 74 6f 20 73 65 6c 65 63 74 20 74 68 65 20 6d 65 74 68 6f 64 0a 20 20 20 20 20 20 20 20 20 20 | .to.select.the.method........... |
| 65360 | 20 20 75 73 65 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 74 68 65 20 66 61 63 74 6f 72 20 6d 61 74 | ..used.to.compute.the.factor.mat |
| 65380 | 72 69 78 20 41 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 6d 65 74 68 6f 64 20 27 73 76 64 27 20 | rix.A..The.default.method.'svd'. |
| 653a0 | 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 73 6c 6f 77 65 73 74 2c 20 77 68 69 6c | is.............the.slowest,.whil |
| 653c0 | 65 20 27 63 68 6f 6c 65 73 6b 79 27 20 69 73 20 74 68 65 20 66 61 73 74 65 73 74 20 62 75 74 20 | e.'cholesky'.is.the.fastest.but. |
| 653e0 | 6c 65 73 73 20 72 6f 62 75 73 74 20 74 68 61 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 | less.robust.than.............the |
| 65400 | 20 73 6c 6f 77 65 73 74 20 6d 65 74 68 6f 64 2e 20 54 68 65 20 6d 65 74 68 6f 64 20 60 65 69 67 | .slowest.method..The.method.`eig |
| 65420 | 68 60 20 75 73 65 73 20 65 69 67 65 6e 20 64 65 63 6f 6d 70 6f 73 69 74 69 6f 6e 20 74 6f 0a 20 | h`.uses.eigen.decomposition.to.. |
| 65440 | 20 20 20 20 20 20 20 20 20 20 20 63 6f 6d 70 75 74 65 20 41 20 61 6e 64 20 69 73 20 66 61 73 74 | ...........compute.A.and.is.fast |
| 65460 | 65 72 20 74 68 61 6e 20 73 76 64 20 62 75 74 20 73 6c 6f 77 65 72 20 74 68 61 6e 20 63 68 6f 6c | er.than.svd.but.slower.than.chol |
| 65480 | 65 73 6b 79 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f 6e 61 64 64 | esky..................versionadd |
| 654a0 | 65 64 3a 3a 20 31 2e 31 38 2e 30 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 | ed::.1.18.0..........Returns.... |
| 654c0 | 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 | .....-------.........out.:.ndarr |
| 654e0 | 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 | ay.............The.drawn.samples |
| 65500 | 2c 20 6f 66 20 73 68 61 70 65 20 2a 73 69 7a 65 2a 2c 20 69 66 20 74 68 61 74 20 77 61 73 20 70 | ,.of.shape.*size*,.if.that.was.p |
| 65520 | 72 6f 76 69 64 65 64 2e 20 20 49 66 20 6e 6f 74 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 | rovided...If.not,.............th |
| 65540 | 65 20 73 68 61 70 65 20 69 73 20 60 60 28 4e 2c 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 | e.shape.is.``(N,)``............. |
| 65560 | 20 20 49 6e 20 6f 74 68 65 72 20 77 6f 72 64 73 2c 20 65 61 63 68 20 65 6e 74 72 79 20 60 60 6f | ..In.other.words,.each.entry.``o |
| 65580 | 75 74 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60 20 69 73 20 61 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f | ut[i,j,...,:]``.is.an.N-dimensio |
| 655a0 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 6c 75 65 20 64 72 61 77 6e 20 66 72 6f 6d | nal.............value.drawn.from |
| 655c0 | 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 | .the.distribution...........Note |
| 655e0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 61 6e | s.........-----.........The.mean |
| 65600 | 20 69 73 20 61 20 63 6f 6f 72 64 69 6e 61 74 65 20 69 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 | .is.a.coordinate.in.N-dimensiona |
| 65620 | 6c 20 73 70 61 63 65 2c 20 77 68 69 63 68 20 72 65 70 72 65 73 65 6e 74 73 20 74 68 65 0a 20 20 | l.space,.which.represents.the... |
| 65640 | 20 20 20 20 20 20 6c 6f 63 61 74 69 6f 6e 20 77 68 65 72 65 20 73 61 6d 70 6c 65 73 20 61 72 65 | ......location.where.samples.are |
| 65660 | 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 74 6f 20 62 65 20 67 65 6e 65 72 61 74 65 64 2e 20 20 54 | .most.likely.to.be.generated...T |
| 65680 | 68 69 73 20 69 73 0a 20 20 20 20 20 20 20 20 61 6e 61 6c 6f 67 6f 75 73 20 74 6f 20 74 68 65 20 | his.is.........analogous.to.the. |
| 656a0 | 70 65 61 6b 20 6f 66 20 74 68 65 20 62 65 6c 6c 20 63 75 72 76 65 20 66 6f 72 20 74 68 65 20 6f | peak.of.the.bell.curve.for.the.o |
| 656c0 | 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6f 72 0a 20 20 20 20 20 20 20 20 75 6e 69 76 61 72 | ne-dimensional.or.........univar |
| 656e0 | 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 | iate.normal.distribution........ |
| 65700 | 20 20 20 43 6f 76 61 72 69 61 6e 63 65 20 69 6e 64 69 63 61 74 65 73 20 74 68 65 20 6c 65 76 65 | ...Covariance.indicates.the.leve |
| 65720 | 6c 20 74 6f 20 77 68 69 63 68 20 74 77 6f 20 76 61 72 69 61 62 6c 65 73 20 76 61 72 79 20 74 6f | l.to.which.two.variables.vary.to |
| 65740 | 67 65 74 68 65 72 2e 0a 20 20 20 20 20 20 20 20 46 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76 61 | gether..........From.the.multiva |
| 65760 | 72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 77 65 20 64 72 | riate.normal.distribution,.we.dr |
| 65780 | 61 77 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 | aw.N-dimensional.........samples |
| 657a0 | 2c 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5b 78 5f 31 2c 20 78 5f 32 2c 20 2e 2e 2e 20 78 5f 4e 5d | ,.:math:`X.=.[x_1,.x_2,.....x_N] |
| 657c0 | 60 2e 20 20 54 68 65 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 0a 20 20 20 20 20 20 | `...The.covariance.matrix....... |
| 657e0 | 20 20 65 6c 65 6d 65 6e 74 20 3a 6d 61 74 68 3a 60 43 5f 7b 69 6a 7d 60 20 69 73 20 74 68 65 20 | ..element.:math:`C_{ij}`.is.the. |
| 65800 | 63 6f 76 61 72 69 61 6e 63 65 20 6f 66 20 3a 6d 61 74 68 3a 60 78 5f 69 60 20 61 6e 64 20 3a 6d | covariance.of.:math:`x_i`.and.:m |
| 65820 | 61 74 68 3a 60 78 5f 6a 60 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 65 6c 65 6d 65 6e 74 20 3a | ath:`x_j`..........The.element.: |
| 65840 | 6d 61 74 68 3a 60 43 5f 7b 69 69 7d 60 20 69 73 20 74 68 65 20 76 61 72 69 61 6e 63 65 20 6f 66 | math:`C_{ii}`.is.the.variance.of |
| 65860 | 20 3a 6d 61 74 68 3a 60 78 5f 69 60 20 28 69 2e 65 2e 20 69 74 73 0a 20 20 20 20 20 20 20 20 22 | .:math:`x_i`.(i.e..its........." |
| 65880 | 73 70 72 65 61 64 22 29 2e 0a 0a 20 20 20 20 20 20 20 20 49 6e 73 74 65 61 64 20 6f 66 20 73 70 | spread")...........Instead.of.sp |
| 658a0 | 65 63 69 66 79 69 6e 67 20 74 68 65 20 66 75 6c 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 | ecifying.the.full.covariance.mat |
| 658c0 | 72 69 78 2c 20 70 6f 70 75 6c 61 72 0a 20 20 20 20 20 20 20 20 61 70 70 72 6f 78 69 6d 61 74 69 | rix,.popular.........approximati |
| 658e0 | 6f 6e 73 20 69 6e 63 6c 75 64 65 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 2d 20 53 70 68 65 72 69 | ons.include:............-.Spheri |
| 65900 | 63 61 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 28 60 63 6f 76 60 20 69 73 20 61 20 6d 75 6c 74 69 | cal.covariance.(`cov`.is.a.multi |
| 65920 | 70 6c 65 20 6f 66 20 74 68 65 20 69 64 65 6e 74 69 74 79 20 6d 61 74 72 69 78 29 0a 20 20 20 20 | ple.of.the.identity.matrix)..... |
| 65940 | 20 20 20 20 20 20 2d 20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 28 60 63 6f | ......-.Diagonal.covariance.(`co |
| 65960 | 76 60 20 68 61 73 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 20 65 6c 65 6d 65 6e 74 73 2c 20 61 6e | v`.has.non-negative.elements,.an |
| 65980 | 64 20 6f 6e 6c 79 20 6f 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 64 69 61 67 6f 6e | d.only.on.............the.diagon |
| 659a0 | 61 6c 29 0a 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 67 65 6f 6d 65 74 72 69 63 61 6c 20 70 72 | al)..........This.geometrical.pr |
| 659c0 | 6f 70 65 72 74 79 20 63 61 6e 20 62 65 20 73 65 65 6e 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e 73 | operty.can.be.seen.in.two.dimens |
| 659e0 | 69 6f 6e 73 20 62 79 20 70 6c 6f 74 74 69 6e 67 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72 61 74 | ions.by.plotting.........generat |
| 65a00 | 65 64 20 64 61 74 61 2d 70 6f 69 6e 74 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 | ed.data-points:..........>>>.mea |
| 65a20 | 6e 20 3d 20 5b 30 2c 20 30 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31 | n.=.[0,.0].........>>>.cov.=.[[1 |
| 65a40 | 2c 20 30 5d 2c 20 5b 30 2c 20 31 30 30 5d 5d 20 20 23 20 64 69 61 67 6f 6e 61 6c 20 63 6f 76 61 | ,.0],.[0,.100]]..#.diagonal.cova |
| 65a60 | 72 69 61 6e 63 65 0a 0a 20 20 20 20 20 20 20 20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69 61 | riance..........Diagonal.covaria |
| 65a80 | 6e 63 65 20 6d 65 61 6e 73 20 74 68 61 74 20 70 6f 69 6e 74 73 20 61 72 65 20 6f 72 69 65 6e 74 | nce.means.that.points.are.orient |
| 65aa0 | 65 64 20 61 6c 6f 6e 67 20 78 20 6f 72 20 79 2d 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e | ed.along.x.or.y-axis:..........> |
| 65ac0 | 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 | >>.import.matplotlib.pyplot.as.p |
| 65ae0 | 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2c 20 79 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e | lt.........>>>.x,.y.=.np.random. |
| 65b00 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 | default_rng().multivariate_norma |
| 65b20 | 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20 35 30 30 30 29 2e 54 0a 20 20 20 20 20 20 20 20 3e 3e 3e | l(mean,.cov,.5000).T.........>>> |
| 65b40 | 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 79 2c 20 27 78 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .plt.plot(x,.y,.'x').........>>> |
| 65b60 | 20 70 6c 74 2e 61 78 69 73 28 27 65 71 75 61 6c 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 | .plt.axis('equal').........>>>.p |
| 65b80 | 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 | lt.show()..........Note.that.the |
| 65ba0 | 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 20 6d 75 73 74 20 62 65 20 70 6f 73 69 74 | .covariance.matrix.must.be.posit |
| 65bc0 | 69 76 65 20 73 65 6d 69 64 65 66 69 6e 69 74 65 20 28 61 2e 6b 2e 61 2e 0a 20 20 20 20 20 20 20 | ive.semidefinite.(a.k.a......... |
| 65be0 | 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2d 64 65 66 69 6e 69 74 65 29 2e 20 4f 74 68 65 72 77 69 73 | .nonnegative-definite)..Otherwis |
| 65c00 | 65 2c 20 74 68 65 20 62 65 68 61 76 69 6f 72 20 6f 66 20 74 68 69 73 20 6d 65 74 68 6f 64 20 69 | e,.the.behavior.of.this.method.i |
| 65c20 | 73 0a 20 20 20 20 20 20 20 20 75 6e 64 65 66 69 6e 65 64 20 61 6e 64 20 62 61 63 6b 77 61 72 64 | s.........undefined.and.backward |
| 65c40 | 73 20 63 6f 6d 70 61 74 69 62 69 6c 69 74 79 20 69 73 20 6e 6f 74 20 67 75 61 72 61 6e 74 65 65 | s.compatibility.is.not.guarantee |
| 65c60 | 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d | d...........References.........- |
| 65c80 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 61 70 6f 75 6c 69 | ---------............[1].Papouli |
| 65ca0 | 73 2c 20 41 2e 2c 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c 20 52 61 6e 64 6f 6d 20 56 61 72 69 | s,.A.,."Probability,.Random.Vari |
| 65cc0 | 61 62 6c 65 73 2c 20 61 6e 64 20 53 74 6f 63 68 61 73 74 69 63 0a 20 20 20 20 20 20 20 20 20 20 | ables,.and.Stochastic........... |
| 65ce0 | 20 20 20 20 20 50 72 6f 63 65 73 73 65 73 2c 22 20 33 72 64 20 65 64 2e 2c 20 4e 65 77 20 59 6f | .....Processes,".3rd.ed.,.New.Yo |
| 65d00 | 72 6b 3a 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 20 31 39 39 31 2e 0a 20 20 20 20 20 20 20 20 2e | rk:.McGraw-Hill,.1991........... |
| 65d20 | 2e 20 5b 32 5d 20 44 75 64 61 2c 20 52 2e 20 4f 2e 2c 20 48 61 72 74 2c 20 50 2e 20 45 2e 2c 20 | ..[2].Duda,.R..O.,.Hart,.P..E.,. |
| 65d40 | 61 6e 64 20 53 74 6f 72 6b 2c 20 44 2e 20 47 2e 2c 20 22 50 61 74 74 65 72 6e 0a 20 20 20 20 20 | and.Stork,.D..G.,."Pattern...... |
| 65d60 | 20 20 20 20 20 20 20 20 20 20 43 6c 61 73 73 69 66 69 63 61 74 69 6f 6e 2c 22 20 32 6e 64 20 65 | ..........Classification,".2nd.e |
| 65d80 | 64 2e 2c 20 4e 65 77 20 59 6f 72 6b 3a 20 57 69 6c 65 79 2c 20 32 30 30 31 2e 0a 0a 20 20 20 20 | d.,.New.York:.Wiley,.2001....... |
| 65da0 | 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....Examples.........--------... |
| 65dc0 | 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 6e 20 3d 20 28 31 2c 20 32 29 0a 20 20 20 20 20 20 20 20 | ......>>>.mean.=.(1,.2)......... |
| 65de0 | 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31 2c 20 30 5d 2c 20 5b 30 2c 20 31 5d 5d 0a 20 20 20 20 20 | >>>.cov.=.[[1,.0],.[0,.1]]...... |
| 65e00 | 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 | ...>>>.rng.=.np.random.default_r |
| 65e20 | 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 72 6e 67 2e 6d 75 6c 74 69 76 61 | ng().........>>>.x.=.rng.multiva |
| 65e40 | 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 29 0a | riate_normal(mean,.cov,.(3,.3)). |
| 65e60 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2e 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 | ........>>>.x.shape.........(3,. |
| 65e80 | 33 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 57 65 20 63 61 6e 20 75 73 65 20 61 20 64 69 66 66 | 3,.2)..........We.can.use.a.diff |
| 65ea0 | 65 72 65 6e 74 20 6d 65 74 68 6f 64 20 6f 74 68 65 72 20 74 68 61 6e 20 74 68 65 20 64 65 66 61 | erent.method.other.than.the.defa |
| 65ec0 | 75 6c 74 20 74 6f 20 66 61 63 74 6f 72 69 7a 65 20 63 6f 76 3a 0a 0a 20 20 20 20 20 20 20 20 3e | ult.to.factorize.cov:..........> |
| 65ee0 | 3e 3e 20 79 20 3d 20 72 6e 67 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d | >>.y.=.rng.multivariate_normal(m |
| 65f00 | 65 61 6e 2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 2c 20 6d 65 74 68 6f 64 3d 27 63 68 6f 6c 65 73 | ean,.cov,.(3,.3),.method='choles |
| 65f20 | 6b 79 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 2e 73 68 61 70 65 0a 20 20 20 20 20 20 20 | ky').........>>>.y.shape........ |
| 65f40 | 20 28 33 2c 20 33 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 6f 6c 6c 6f 77 69 6e | .(3,.3,.2)..........The.followin |
| 65f60 | 67 20 69 73 20 70 72 6f 62 61 62 6c 79 20 74 72 75 65 2c 20 67 69 76 65 6e 20 74 68 61 74 20 30 | g.is.probably.true,.given.that.0 |
| 65f80 | 2e 36 20 69 73 20 72 6f 75 67 68 6c 79 20 74 77 69 63 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 | .6.is.roughly.twice.the......... |
| 65fa0 | 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | standard.deviation:..........>>> |
| 65fc0 | 20 6c 69 73 74 28 28 78 5b 30 2c 30 2c 3a 5d 20 2d 20 6d 65 61 6e 29 20 3c 20 30 2e 36 29 0a 20 | .list((x[0,0,:].-.mean).<.0.6).. |
| 65fe0 | 20 20 20 20 20 20 20 5b 54 72 75 65 2c 20 54 72 75 65 5d 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | .......[True,.True].#.random.... |
| 66000 | 20 20 20 20 20 20 00 00 49 6e 64 65 78 45 72 72 6f 72 00 00 00 00 00 00 70 20 6d 75 73 74 20 62 | ........IndexError......p.must.b |
| 66020 | 65 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 5f 5f 6e 61 6d 65 5f 5f 00 00 00 00 5b 3a 2d 31 | e.1-dimensional.__name__....[:-1 |
| 66040 | 5d 00 00 00 00 00 00 00 73 77 61 70 61 78 65 73 00 00 00 00 00 00 00 00 20 69 73 20 6e 6f 74 20 | ].......swapaxes.........is.not. |
| 66060 | 63 6f 6d 70 61 74 69 62 6c 65 20 77 69 74 68 20 62 72 6f 61 64 63 61 73 74 20 64 69 6d 65 6e 73 | compatible.with.broadcast.dimens |
| 66080 | 69 6f 6e 73 20 6f 66 20 69 6e 70 75 74 73 20 00 73 74 72 69 6e 67 73 6f 75 72 63 65 00 00 00 00 | ions.of.inputs..stringsource.... |
| 660a0 | 6d 61 79 5f 73 68 61 72 65 5f 6d 65 6d 6f 72 79 00 00 00 00 00 00 00 00 69 73 73 63 61 6c 61 72 | may_share_memory........isscalar |
| 660c0 | 00 00 00 00 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 | ........Generator.standard_cauch |
| 660e0 | 79 20 28 6c 69 6e 65 20 31 36 32 32 29 00 00 00 0a 20 20 20 20 20 20 20 20 70 6f 77 65 72 28 61 | y.(line.1622)............power(a |
| 66100 | 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 73 20 73 61 6d 70 | ,.size=None)..........Draws.samp |
| 66120 | 6c 65 73 20 69 6e 20 5b 30 2c 20 31 5d 20 66 72 6f 6d 20 61 20 70 6f 77 65 72 20 64 69 73 74 72 | les.in.[0,.1].from.a.power.distr |
| 66140 | 69 62 75 74 69 6f 6e 20 77 69 74 68 20 70 6f 73 69 74 69 76 65 0a 20 20 20 20 20 20 20 20 65 78 | ibution.with.positive.........ex |
| 66160 | 70 6f 6e 65 6e 74 20 61 20 2d 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 | ponent.a.-.1...........Also.know |
| 66180 | 6e 20 61 73 20 74 68 65 20 70 6f 77 65 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 | n.as.the.power.function.distribu |
| 661a0 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | tion...........Parameters....... |
| 661c0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f | ..----------.........a.:.float.o |
| 661e0 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 66200 | 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | ...Parameter.of.the.distribution |
| 66220 | 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 | ..Must.be.non-negative.......... |
| 66240 | 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 | size.:.int.or.tuple.of.ints,.opt |
| 66260 | 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 | ional.............Output.shape.. |
| 66280 | 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 | .If.the.given.shape.is,.e.g.,.`` |
| 662a0 | 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 | (m,.n,.k)``,.then.............`` |
| 662c0 | 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 | m.*.n.*.k``.samples.are.drawn... |
| 662e0 | 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 | If.size.is.``None``.(default),.. |
| 66300 | 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 | ...........a.single.value.is.ret |
| 66320 | 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 | urned.if.``a``.is.a.scalar...Oth |
| 66340 | 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 61 | erwise,.............``np.array(a |
| 66360 | 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 | ).size``.samples.are.drawn...... |
| 66380 | 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | .....Returns.........-------.... |
| 663a0 | 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 | .....out.:.ndarray.or.scalar.... |
| 663c0 | 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | .........Drawn.samples.from.the. |
| 663e0 | 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 70 6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e | parameterized.power.distribution |
| 66400 | 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | ...........Raises.........------ |
| 66420 | 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .........ValueError............. |
| 66440 | 49 66 20 61 20 3c 3d 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 | If.a.<=.0...........Notes....... |
| 66460 | 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | ..-----.........The.probability. |
| 66480 | 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 | density.function.is............. |
| 664a0 | 6d 61 74 68 3a 3a 20 50 28 78 3b 20 61 29 20 3d 20 61 78 5e 7b 61 2d 31 7d 2c 20 30 20 5c 6c 65 | math::.P(x;.a).=.ax^{a-1},.0.\le |
| 664c0 | 20 78 20 5c 6c 65 20 31 2c 20 61 3e 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 6f 77 65 | .x.\le.1,.a>0...........The.powe |
| 664e0 | 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6a 75 73 74 20 | r.function.distribution.is.just. |
| 66500 | 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f 0a 20 20 20 20 20 20 | the.inverse.of.the.Pareto....... |
| 66520 | 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 73 | ..distribution..It.may.also.be.s |
| 66540 | 65 65 6e 20 61 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 42 65 74 | een.as.a.special.case.of.the.Bet |
| 66560 | 61 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | a.........distribution.......... |
| 66580 | 20 49 74 20 69 73 20 75 73 65 64 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20 69 6e 20 6d 6f 64 | .It.is.used,.for.example,.in.mod |
| 665a0 | 65 6c 69 6e 67 20 74 68 65 20 6f 76 65 72 2d 72 65 70 6f 72 74 69 6e 67 20 6f 66 20 69 6e 73 75 | eling.the.over-reporting.of.insu |
| 665c0 | 72 61 6e 63 65 0a 20 20 20 20 20 20 20 20 63 6c 61 69 6d 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 | rance.........claims...........R |
| 665e0 | 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | eferences.........----------.... |
| 66600 | 20 20 20 20 20 2e 2e 20 5b 31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65 69 62 65 72 2c 20 53 | ........[1].Christian.Kleiber,.S |
| 66620 | 61 6d 75 65 6c 20 4b 6f 74 7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 73 69 7a 65 20 64 69 | amuel.Kotz,."Statistical.size.di |
| 66640 | 73 74 72 69 62 75 74 69 6f 6e 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 69 6e 20 65 63 | stributions................in.ec |
| 66660 | 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 61 63 74 75 61 72 69 61 6c 20 73 63 69 65 6e 63 65 73 22 2c | onomics.and.actuarial.sciences", |
| 66680 | 20 57 69 6c 65 79 2c 20 32 30 30 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 48 65 63 | .Wiley,.2003.............[2].Hec |
| 666a0 | 6b 65 72 74 2c 20 4e 2e 20 41 2e 20 61 6e 64 20 46 69 6c 6c 69 62 65 6e 2c 20 4a 61 6d 65 73 20 | kert,.N..A..and.Filliben,.James. |
| 666c0 | 4a 2e 20 22 4e 49 53 54 20 48 61 6e 64 62 6f 6f 6b 20 31 34 38 3a 0a 20 20 20 20 20 20 20 20 20 | J.."NIST.Handbook.148:.......... |
| 666e0 | 20 20 20 20 20 20 44 61 74 61 70 6c 6f 74 20 52 65 66 65 72 65 6e 63 65 20 4d 61 6e 75 61 6c 2c | ......Dataplot.Reference.Manual, |
| 66700 | 20 56 6f 6c 75 6d 65 20 32 3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64 73 20 61 6e 64 20 4c | .Volume.2:.Let.Subcommands.and.L |
| 66720 | 69 62 72 61 72 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 75 6e 63 74 69 6f 6e 73 22 | ibrary................Functions" |
| 66740 | 2c 20 4e 61 74 69 6f 6e 61 6c 20 49 6e 73 74 69 74 75 74 65 20 6f 66 20 53 74 61 6e 64 61 72 64 | ,.National.Institute.of.Standard |
| 66760 | 73 20 61 6e 64 20 54 65 63 68 6e 6f 6c 6f 67 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | s.and.Technology................ |
| 66780 | 48 61 6e 64 62 6f 6f 6b 20 53 65 72 69 65 73 2c 20 4a 75 6e 65 20 32 30 30 33 2e 0a 20 20 20 20 | Handbook.Series,.June.2003...... |
| 667a0 | 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e | ...........https://www.itl.nist. |
| 667c0 | 67 6f 76 2f 64 69 76 38 39 38 2f 73 6f 66 74 77 61 72 65 2f 64 61 74 61 70 6c 6f 74 2f 72 65 66 | gov/div898/software/dataplot/ref |
| 667e0 | 6d 61 6e 32 2f 61 75 78 69 6c 6c 61 72 2f 70 6f 77 70 64 66 2e 70 64 66 0a 0a 20 20 20 20 20 20 | man2/auxillar/powpdf.pdf........ |
| 66800 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 66820 | 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 | ....Draw.samples.from.the.distri |
| 66840 | 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 | bution:..........>>>.rng.=.np.ra |
| 66860 | 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 | ndom.default_rng().........>>>.a |
| 66880 | 20 3d 20 35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 61 6d 70 6c 65 | .=.5..#.shape.........>>>.sample |
| 668a0 | 73 20 3d 20 31 30 30 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 70 6f 77 | s.=.1000.........>>>.s.=.rng.pow |
| 668c0 | 65 72 28 61 2c 20 73 61 6d 70 6c 65 73 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 | er(a,.samples)..........Display. |
| 668e0 | 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c | the.histogram.of.the.samples,.al |
| 66900 | 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 | ong.with.........the.probability |
| 66920 | 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .density.function:..........>>>. |
| 66940 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 66960 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 | ........>>>.count,.bins,.ignored |
| 66980 | 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 62 69 6e 73 3d 33 30 29 0a 20 20 20 20 20 20 20 20 | .=.plt.hist(s,.bins=30)......... |
| 669a0 | 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 30 2c 20 31 2c 20 31 30 30 29 0a 20 | >>>.x.=.np.linspace(0,.1,.100).. |
| 669c0 | 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 61 2a 78 2a 2a 28 61 2d 31 2e 29 0a 20 20 20 20 20 | .......>>>.y.=.a*x**(a-1.)...... |
| 669e0 | 20 20 20 3e 3e 3e 20 6e 6f 72 6d 65 64 5f 79 20 3d 20 73 61 6d 70 6c 65 73 2a 6e 70 2e 64 69 66 | ...>>>.normed_y.=.samples*np.dif |
| 66a00 | 66 28 62 69 6e 73 29 5b 30 5d 2a 79 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f | f(bins)[0]*y.........>>>.plt.plo |
| 66a20 | 74 28 78 2c 20 6e 6f 72 6d 65 64 5f 79 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 | t(x,.normed_y).........>>>.plt.s |
| 66a40 | 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 43 6f 6d 70 61 72 65 20 74 68 65 20 70 6f 77 65 72 | how()..........Compare.the.power |
| 66a60 | 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 6f 20 74 68 65 20 69 6e | .function.distribution.to.the.in |
| 66a80 | 76 65 72 73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e | verse.of.the.Pareto...........>> |
| 66aa0 | 3e 20 66 72 6f 6d 20 73 63 69 70 79 20 69 6d 70 6f 72 74 20 73 74 61 74 73 20 20 23 20 64 6f 63 | >.from.scipy.import.stats..#.doc |
| 66ac0 | 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 20 3d 20 72 6e | test:.+SKIP.........>>>.rvs.=.rn |
| 66ae0 | 67 2e 70 6f 77 65 72 28 35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | g.power(5,.1000000).........>>>. |
| 66b00 | 72 76 73 70 20 3d 20 72 6e 67 2e 70 61 72 65 74 6f 28 35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 | rvsp.=.rng.pareto(5,.1000000)... |
| 66b20 | 20 20 20 20 20 20 3e 3e 3e 20 78 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 30 2c 31 2c 31 | ......>>>.xx.=.np.linspace(0,1,1 |
| 66b40 | 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6f 77 70 64 66 20 3d 20 73 74 61 74 73 2e 70 | 00).........>>>.powpdf.=.stats.p |
| 66b60 | 6f 77 65 72 6c 61 77 2e 70 64 66 28 78 78 2c 35 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 | owerlaw.pdf(xx,5)..#.doctest:.+S |
| 66b80 | 4b 49 50 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 | KIP..........>>>.plt.figure()... |
| 66ba0 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 72 76 73 2c 20 62 69 6e 73 3d 35 30 2c | ......>>>.plt.hist(rvs,.bins=50, |
| 66bc0 | 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 | .density=True).........>>>.plt.p |
| 66be0 | 6c 6f 74 28 78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 | lot(xx,powpdf,'r-')..#.doctest:. |
| 66c00 | 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 27 70 6f 77 | +SKIP.........>>>.plt.title('pow |
| 66c20 | 65 72 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 | er(5)')..........>>>.plt.figure( |
| 66c40 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 31 2e 2f 28 31 2e 2b 72 76 | ).........>>>.plt.hist(1./(1.+rv |
| 66c60 | 73 70 29 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 | sp),.bins=50,.density=True)..... |
| 66c80 | 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27 29 | ....>>>.plt.plot(xx,powpdf,'r-') |
| 66ca0 | 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 | ..#.doctest:.+SKIP.........>>>.p |
| 66cc0 | 6c 74 2e 74 69 74 6c 65 28 27 69 6e 76 65 72 73 65 20 6f 66 20 31 20 2b 20 47 65 6e 65 72 61 74 | lt.title('inverse.of.1.+.Generat |
| 66ce0 | 6f 72 2e 70 61 72 65 74 6f 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e | or.pareto(5)')..........>>>.plt. |
| 66d00 | 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 31 2e | figure().........>>>.plt.hist(1. |
| 66d20 | 2f 28 31 2e 2b 72 76 73 70 29 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 | /(1.+rvsp),.bins=50,.density=Tru |
| 66d40 | 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 78 2c 70 6f 77 70 64 | e).........>>>.plt.plot(xx,powpd |
| 66d60 | 66 2c 27 72 2d 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 | f,'r-')..#.doctest:.+SKIP....... |
| 66d80 | 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 27 69 6e 76 65 72 73 65 20 6f 66 20 73 74 61 74 | ..>>>.plt.title('inverse.of.stat |
| 66da0 | 73 2e 70 61 72 65 74 6f 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 00 73 74 65 70 00 00 00 00 | s.pareto(5)')...........step.... |
| 66dc0 | 0a 20 20 20 20 20 20 20 20 67 65 6f 6d 65 74 72 69 63 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 | .........geometric(p,.size=None) |
| 66de0 | 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | ..........Draw.samples.from.the. |
| 66e00 | 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | geometric.distribution.......... |
| 66e20 | 20 42 65 72 6e 6f 75 6c 6c 69 20 74 72 69 61 6c 73 20 61 72 65 20 65 78 70 65 72 69 6d 65 6e 74 | .Bernoulli.trials.are.experiment |
| 66e40 | 73 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 74 77 6f 20 6f 75 74 63 6f 6d 65 73 3a 0a 20 20 20 20 | s.with.one.of.two.outcomes:..... |
| 66e60 | 20 20 20 20 73 75 63 63 65 73 73 20 6f 72 20 66 61 69 6c 75 72 65 20 28 61 6e 20 65 78 61 6d 70 | ....success.or.failure.(an.examp |
| 66e80 | 6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 69 73 20 66 6c 69 70 | le.of.such.an.experiment.is.flip |
| 66ea0 | 70 69 6e 67 0a 20 20 20 20 20 20 20 20 61 20 63 6f 69 6e 29 2e 20 20 54 68 65 20 67 65 6f 6d 65 | ping.........a.coin)...The.geome |
| 66ec0 | 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6d 6f 64 65 6c 73 20 74 68 65 20 6e 75 6d | tric.distribution.models.the.num |
| 66ee0 | 62 65 72 20 6f 66 20 74 72 69 61 6c 73 0a 20 20 20 20 20 20 20 20 74 68 61 74 20 6d 75 73 74 20 | ber.of.trials.........that.must. |
| 66f00 | 62 65 20 72 75 6e 20 69 6e 20 6f 72 64 65 72 20 74 6f 20 61 63 68 69 65 76 65 20 73 75 63 63 65 | be.run.in.order.to.achieve.succe |
| 66f20 | 73 73 2e 20 20 49 74 20 69 73 20 74 68 65 72 65 66 6f 72 65 0a 20 20 20 20 20 20 20 20 73 75 70 | ss...It.is.therefore.........sup |
| 66f40 | 70 6f 72 74 65 64 20 6f 6e 20 74 68 65 20 70 6f 73 69 74 69 76 65 20 69 6e 74 65 67 65 72 73 2c | ported.on.the.positive.integers, |
| 66f60 | 20 60 60 6b 20 3d 20 31 2c 20 32 2c 20 2e 2e 2e 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 | .``k.=.1,.2,....``...........The |
| 66f80 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 | .probability.mass.function.of.th |
| 66fa0 | 65 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 | e.geometric.distribution.is..... |
| 66fc0 | 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66 28 6b 29 20 3d 20 28 31 20 2d 20 70 29 5e 7b 6b | ........math::.f(k).=.(1.-.p)^{k |
| 66fe0 | 20 2d 20 31 7d 20 70 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 60 70 60 20 69 73 20 74 68 | .-.1}.p..........where.`p`.is.th |
| 67000 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 6f 66 20 61 6e 20 69 | e.probability.of.success.of.an.i |
| 67020 | 6e 64 69 76 69 64 75 61 6c 20 74 72 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 | ndividual.trial...........Parame |
| 67040 | 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | ters.........----------......... |
| 67060 | 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 | p.:.float.or.array_like.of.float |
| 67080 | 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 | s.............The.probability.of |
| 670a0 | 20 73 75 63 63 65 73 73 20 6f 66 20 61 6e 20 69 6e 64 69 76 69 64 75 61 6c 20 74 72 69 61 6c 2e | .success.of.an.individual.trial. |
| 670c0 | 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 | .........size.:.int.or.tuple.of. |
| 670e0 | 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 | ints,.optional.............Outpu |
| 67100 | 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c | t.shape...If.the.given.shape.is, |
| 67120 | 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 | .e.g.,.``(m,.n,.k)``,.then...... |
| 67140 | 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 | .......``m.*.n.*.k``.samples.are |
| 67160 | 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 | .drawn...If.size.is.``None``.(de |
| 67180 | 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c | fault),.............a.single.val |
| 671a0 | 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 20 61 20 73 63 61 | ue.is.returned.if.``p``.is.a.sca |
| 671c0 | 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e | lar...Otherwise,.............``n |
| 671e0 | 70 2e 61 72 72 61 79 28 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | p.array(p).size``.samples.are.dr |
| 67200 | 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | awn...........Returns.........-- |
| 67220 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 | -----.........out.:.ndarray.or.s |
| 67240 | 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 | calar.............Drawn.samples. |
| 67260 | 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 67 65 6f 6d 65 74 72 69 63 | from.the.parameterized.geometric |
| 67280 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 | .distribution...........Examples |
| 672a0 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 74 | .........--------.........Draw.t |
| 672c0 | 65 6e 20 74 68 6f 75 73 61 6e 64 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 74 68 65 20 67 65 6f 6d | en.thousand.values.from.the.geom |
| 672e0 | 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 77 69 74 68 | etric.distribution,.........with |
| 67300 | 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 61 6e 20 69 6e 64 69 76 69 64 75 61 | .the.probability.of.an.individua |
| 67320 | 6c 20 73 75 63 63 65 73 73 20 65 71 75 61 6c 20 74 6f 20 30 2e 33 35 3a 0a 0a 20 20 20 20 20 20 | l.success.equal.to.0.35:........ |
| 67340 | 20 20 3e 3e 3e 20 7a 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 | ..>>>.z.=.np.random.default_rng( |
| 67360 | 29 2e 67 65 6f 6d 65 74 72 69 63 28 70 3d 30 2e 33 35 2c 20 73 69 7a 65 3d 31 30 30 30 30 29 0a | ).geometric(p=0.35,.size=10000). |
| 67380 | 0a 20 20 20 20 20 20 20 20 48 6f 77 20 6d 61 6e 79 20 74 72 69 61 6c 73 20 73 75 63 63 65 65 64 | .........How.many.trials.succeed |
| 673a0 | 65 64 20 61 66 74 65 72 20 61 20 73 69 6e 67 6c 65 20 72 75 6e 3f 0a 0a 20 20 20 20 20 20 20 20 | ed.after.a.single.run?.......... |
| 673c0 | 3e 3e 3e 20 28 7a 20 3d 3d 20 31 29 2e 73 75 6d 28 29 20 2f 20 31 30 30 30 30 2e 0a 20 20 20 20 | >>>.(z.==.1).sum()./.10000...... |
| 673e0 | 20 20 20 20 30 2e 33 34 38 38 39 39 39 39 39 39 39 39 39 39 39 39 39 20 23 20 72 61 6e 64 6f 6d | ....0.34889999999999999.#.random |
| 67400 | 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6c 61 70 6c 61 63 65 | .........................laplace |
| 67420 | 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a | (loc=0.0,.scale=1.0,.size=None). |
| 67440 | 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 4c | .........Draw.samples.from.the.L |
| 67460 | 61 70 6c 61 63 65 20 6f 72 20 64 6f 75 62 6c 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 | aplace.or.double.exponential.dis |
| 67480 | 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 73 70 65 63 69 66 69 65 64 | tribution.with.........specified |
| 674a0 | 20 6c 6f 63 61 74 69 6f 6e 20 28 6f 72 20 6d 65 61 6e 29 20 61 6e 64 20 73 63 61 6c 65 20 28 64 | .location.(or.mean).and.scale.(d |
| 674c0 | 65 63 61 79 29 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 4c 61 70 6c 61 63 65 20 64 69 73 74 | ecay)...........The.Laplace.dist |
| 674e0 | 72 69 62 75 74 69 6f 6e 20 69 73 20 73 69 6d 69 6c 61 72 20 74 6f 20 74 68 65 20 47 61 75 73 73 | ribution.is.similar.to.the.Gauss |
| 67500 | 69 61 6e 2f 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 | ian/normal.distribution,........ |
| 67520 | 20 62 75 74 20 69 73 20 73 68 61 72 70 65 72 20 61 74 20 74 68 65 20 70 65 61 6b 20 61 6e 64 20 | .but.is.sharper.at.the.peak.and. |
| 67540 | 68 61 73 20 66 61 74 74 65 72 20 74 61 69 6c 73 2e 20 49 74 20 72 65 70 72 65 73 65 6e 74 73 20 | has.fatter.tails..It.represents. |
| 67560 | 74 68 65 0a 20 20 20 20 20 20 20 20 64 69 66 66 65 72 65 6e 63 65 20 62 65 74 77 65 65 6e 20 74 | the.........difference.between.t |
| 67580 | 77 6f 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65 6e 74 69 63 61 6c 6c 79 20 64 69 73 74 | wo.independent,.identically.dist |
| 675a0 | 72 69 62 75 74 65 64 20 65 78 70 6f 6e 65 6e 74 69 61 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64 | ributed.exponential.........rand |
| 675c0 | 6f 6d 20 76 61 72 69 61 62 6c 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 | om.variables...........Parameter |
| 675e0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 63 | s.........----------.........loc |
| 67600 | 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 | .:.float.or.array_like.of.floats |
| 67620 | 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 70 6f 73 69 74 | ,.optional.............The.posit |
| 67640 | 69 6f 6e 2c 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 2c 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 | ion,.:math:`\mu`,.of.the.distrib |
| 67660 | 75 74 69 6f 6e 20 70 65 61 6b 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 | ution.peak..Default.is.0........ |
| 67680 | 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 | ..scale.:.float.or.array_like.of |
| 676a0 | 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 3a 6d | .floats,.optional.............:m |
| 676c0 | 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 2c 20 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 | ath:`\lambda`,.the.exponential.d |
| 676e0 | 65 63 61 79 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d | ecay..Default.is.1..Must.be.non- |
| 67700 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 | .............negative..........s |
| 67720 | 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 | ize.:.int.or.tuple.of.ints,.opti |
| 67740 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 | onal.............Output.shape... |
| 67760 | 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 | If.the.given.shape.is,.e.g.,.``( |
| 67780 | 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d | m,.n,.k)``,.then.............``m |
| 677a0 | 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 | .*.n.*.k``.samples.are.drawn...I |
| 677c0 | 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 | f.size.is.``None``.(default),... |
| 677e0 | 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 | ..........a.single.value.is.retu |
| 67800 | 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 | rned.if.``loc``.and.``scale``.ar |
| 67820 | 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 | e.both.scalars..............Othe |
| 67840 | 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 61 6c 65 | rwise,.``np.broadcast(loc,.scale |
| 67860 | 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 | ).size``.samples.are.drawn...... |
| 67880 | 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | .....Returns.........-------.... |
| 678a0 | 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 | .....out.:.ndarray.or.scalar.... |
| 678c0 | 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | .........Drawn.samples.from.the. |
| 678e0 | 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62 75 74 69 | parameterized.Laplace.distributi |
| 67900 | 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | on...........Notes.........----- |
| 67920 | 0a 20 20 20 20 20 20 20 20 49 74 20 68 61 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | .........It.has.the.probability. |
| 67940 | 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 | density.function.............mat |
| 67960 | 68 3a 3a 20 66 28 78 3b 20 5c 6d 75 2c 20 5c 6c 61 6d 62 64 61 29 20 3d 20 5c 66 72 61 63 7b 31 | h::.f(x;.\mu,.\lambda).=.\frac{1 |
| 67980 | 7d 7b 32 5c 6c 61 6d 62 64 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | }{2\lambda}..................... |
| 679a0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 65 78 70 5c 6c 65 66 74 28 2d 5c 66 | ...................\exp\left(-\f |
| 679c0 | 72 61 63 7b 7c 78 20 2d 20 5c 6d 75 7c 7d 7b 5c 6c 61 6d 62 64 61 7d 5c 72 69 67 68 74 29 2e 0a | rac{|x.-.\mu|}{\lambda}\right).. |
| 679e0 | 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 69 72 73 74 20 6c 61 77 20 6f 66 20 4c 61 70 6c 61 63 | .........The.first.law.of.Laplac |
| 67a00 | 65 2c 20 66 72 6f 6d 20 31 37 37 34 2c 20 73 74 61 74 65 73 20 74 68 61 74 20 74 68 65 20 66 72 | e,.from.1774,.states.that.the.fr |
| 67a20 | 65 71 75 65 6e 63 79 0a 20 20 20 20 20 20 20 20 6f 66 20 61 6e 20 65 72 72 6f 72 20 63 61 6e 20 | equency.........of.an.error.can. |
| 67a40 | 62 65 20 65 78 70 72 65 73 73 65 64 20 61 73 20 61 6e 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 66 | be.expressed.as.an.exponential.f |
| 67a60 | 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 61 62 73 6f 6c 75 74 65 20 | unction.of.the.........absolute. |
| 67a80 | 6d 61 67 6e 69 74 75 64 65 20 6f 66 20 74 68 65 20 65 72 72 6f 72 2c 20 77 68 69 63 68 20 6c 65 | magnitude.of.the.error,.which.le |
| 67aa0 | 61 64 73 20 74 6f 20 74 68 65 20 4c 61 70 6c 61 63 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 | ads.to.the.Laplace.........distr |
| 67ac0 | 69 62 75 74 69 6f 6e 2e 20 46 6f 72 20 6d 61 6e 79 20 70 72 6f 62 6c 65 6d 73 20 69 6e 20 65 63 | ibution..For.many.problems.in.ec |
| 67ae0 | 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 68 65 61 6c 74 68 0a 20 20 20 20 20 20 20 20 73 63 69 65 6e | onomics.and.health.........scien |
| 67b00 | 63 65 73 2c 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 65 65 6d 73 20 74 6f 20 | ces,.this.distribution.seems.to. |
| 67b20 | 6d 6f 64 65 6c 20 74 68 65 20 64 61 74 61 20 62 65 74 74 65 72 0a 20 20 20 20 20 20 20 20 74 68 | model.the.data.better.........th |
| 67b40 | 61 6e 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 | an.the.standard.Gaussian.distrib |
| 67b60 | 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 | ution...........References...... |
| 67b80 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 41 62 72 | ...----------............[1].Abr |
| 67ba0 | 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75 6e 2c 20 49 2e 20 41 2e 20 28 45 | amowitz,.M..and.Stegun,.I..A..(E |
| 67bc0 | 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | ds.).."Handbook.of.............. |
| 67be0 | 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69 6f 6e 73 20 77 69 74 68 20 46 6f | ..Mathematical.Functions.with.Fo |
| 67c00 | 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c 20 61 6e 64 20 4d 61 74 68 65 6d 61 74 69 63 61 6c | rmulas,.Graphs,.and.Mathematical |
| 67c20 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 54 61 62 6c 65 73 2c 20 39 74 68 20 70 72 69 6e | ................Tables,.9th.prin |
| 67c40 | 74 69 6e 67 2c 22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 6f 76 65 72 2c 20 31 39 37 32 2e 0a 20 20 | ting,".New.York:.Dover,.1972.... |
| 67c60 | 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 4b 6f 74 7a 2c 20 53 61 6d 75 65 6c 2c 20 65 74 2e 20 61 | .........[2].Kotz,.Samuel,.et..a |
| 67c80 | 6c 2e 20 22 54 68 65 20 4c 61 70 6c 61 63 65 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 | l.."The.Laplace.Distribution.and |
| 67ca0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 73 2c | ................Generalizations, |
| 67cc0 | 20 22 20 42 69 72 6b 68 61 75 73 65 72 2c 20 32 30 30 31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 | .".Birkhauser,.2001............. |
| 67ce0 | 5b 33 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4c 61 70 6c 61 63 65 20 | [3].Weisstein,.Eric.W.."Laplace. |
| 67d00 | 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 | Distribution."................Fr |
| 67d20 | 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f | om.MathWorld--A.Wolfram.Web.Reso |
| 67d40 | 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 | urce.................http://math |
| 67d60 | 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4c 61 70 6c 61 63 65 44 69 73 74 72 69 62 | world.wolfram.com/LaplaceDistrib |
| 67d80 | 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 | ution.html............[4].Wikipe |
| 67da0 | 64 69 61 2c 20 22 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 | dia,."Laplace.distribution",.... |
| 67dc0 | 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 | ............https://en.wikipedia |
| 67de0 | 2e 6f 72 67 2f 77 69 6b 69 2f 4c 61 70 6c 61 63 65 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a | .org/wiki/Laplace_distribution.. |
| 67e00 | 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........Examples.........------- |
| 67e20 | 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | -.........Draw.samples.from.the. |
| 67e40 | 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 6f 63 2c 20 73 | distribution..........>>>.loc,.s |
| 67e60 | 63 61 6c 65 20 3d 20 30 2e 2c 20 31 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 | cale.=.0.,.1..........>>>.s.=.np |
| 67e80 | 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6c 61 70 6c 61 63 65 28 6c 6f | .random.default_rng().laplace(lo |
| 67ea0 | 63 2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 | c,.scale,.1000)..........Display |
| 67ec0 | 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 | .the.histogram.of.the.samples,.a |
| 67ee0 | 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 | long.with.........the.probabilit |
| 67f00 | 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | y.density.function:..........>>> |
| 67f20 | 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 | .import.matplotlib.pyplot.as.plt |
| 67f40 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 | .........>>>.count,.bins,.ignore |
| 67f60 | 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 | d.=.plt.hist(s,.30,.density=True |
| 67f80 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 2d 38 2e 2c | ).........>>>.x.=.np.arange(-8., |
| 67fa0 | 20 38 2e 2c 20 2e 30 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66 20 3d 20 6e 70 2e 65 | .8.,..01).........>>>.pdf.=.np.e |
| 67fc0 | 78 70 28 2d 61 62 73 28 78 2d 6c 6f 63 29 2f 73 63 61 6c 65 29 2f 28 32 2e 2a 73 63 61 6c 65 29 | xp(-abs(x-loc)/scale)/(2.*scale) |
| 67fe0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 70 64 66 29 0a 0a 20 | .........>>>.plt.plot(x,.pdf)... |
| 68000 | 20 20 20 20 20 20 20 50 6c 6f 74 20 47 61 75 73 73 69 61 6e 20 66 6f 72 20 63 6f 6d 70 61 72 69 | .......Plot.Gaussian.for.compari |
| 68020 | 73 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67 20 3d 20 28 31 2f 28 73 63 61 6c 65 20 | son:..........>>>.g.=.(1/(scale. |
| 68040 | 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 20 2a 0a 20 20 20 20 20 20 20 20 | *.np.sqrt(2.*.np.pi)).*......... |
| 68060 | 2e 2e 2e 20 20 20 20 20 20 6e 70 2e 65 78 70 28 2d 28 78 20 2d 20 6c 6f 63 29 2a 2a 32 20 2f 20 | .........np.exp(-(x.-.loc)**2./. |
| 68080 | 28 32 20 2a 20 73 63 61 6c 65 2a 2a 32 29 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | (2.*.scale**2))).........>>>.plt |
| 680a0 | 2e 70 6c 6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 5f 5f 70 79 78 5f 63 68 | .plot(x,g)..............__pyx_ch |
| 680c0 | 65 63 6b 73 75 6d 00 00 63 6f 75 6e 74 5f 6e 6f 6e 7a 65 72 6f 00 00 00 47 65 6e 65 72 61 74 6f | ecksum..count_nonzero...Generato |
| 680e0 | 72 2e 72 61 79 6c 65 69 67 68 20 28 6c 69 6e 65 20 32 35 37 30 29 00 00 62 6f 6f 6c 5f 00 00 00 | r.rayleigh.(line.2570)..bool_... |
| 68100 | 65 6e 64 70 6f 69 6e 74 00 00 00 00 00 00 00 00 57 68 65 6e 20 6d 65 74 68 6f 64 20 69 73 20 22 | endpoint........When.method.is." |
| 68120 | 6d 61 72 67 69 6e 61 6c 73 22 2c 20 73 75 6d 28 63 6f 6c 6f 72 73 29 20 6d 75 73 74 20 62 65 20 | marginals",.sum(colors).must.be. |
| 68140 | 6c 65 73 73 20 74 68 61 6e 20 31 30 30 30 30 30 30 30 30 30 2e 00 00 00 73 74 61 63 6b 6c 65 76 | less.than.1000000000....stacklev |
| 68160 | 65 6c 00 00 69 6e 74 38 00 00 00 00 00 00 00 00 43 6f 6e 73 74 72 75 63 74 20 61 20 6e 65 77 20 | el..int8........Construct.a.new. |
| 68180 | 47 65 6e 65 72 61 74 6f 72 20 77 69 74 68 20 74 68 65 20 64 65 66 61 75 6c 74 20 42 69 74 47 65 | Generator.with.the.default.BitGe |
| 681a0 | 6e 65 72 61 74 6f 72 20 28 50 43 47 36 34 29 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 | nerator.(PCG64).......Parameters |
| 681c0 | 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 73 65 65 64 20 3a 20 7b 4e 6f 6e 65 | .....----------.....seed.:.{None |
| 681e0 | 2c 20 69 6e 74 2c 20 61 72 72 61 79 5f 6c 69 6b 65 5b 69 6e 74 73 5d 2c 20 53 65 65 64 53 65 71 | ,.int,.array_like[ints],.SeedSeq |
| 68200 | 75 65 6e 63 65 2c 20 42 69 74 47 65 6e 65 72 61 74 6f 72 2c 20 47 65 6e 65 72 61 74 6f 72 7d 2c | uence,.BitGenerator,.Generator}, |
| 68220 | 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 41 20 73 65 65 64 20 74 6f 20 69 6e 69 74 | .optional.........A.seed.to.init |
| 68240 | 69 61 6c 69 7a 65 20 74 68 65 20 60 42 69 74 47 65 6e 65 72 61 74 6f 72 60 2e 20 49 66 20 4e 6f | ialize.the.`BitGenerator`..If.No |
| 68260 | 6e 65 2c 20 74 68 65 6e 20 66 72 65 73 68 2c 0a 20 20 20 20 20 20 20 20 75 6e 70 72 65 64 69 63 | ne,.then.fresh,.........unpredic |
| 68280 | 74 61 62 6c 65 20 65 6e 74 72 6f 70 79 20 77 69 6c 6c 20 62 65 20 70 75 6c 6c 65 64 20 66 72 6f | table.entropy.will.be.pulled.fro |
| 682a0 | 6d 20 74 68 65 20 4f 53 2e 20 49 66 20 61 6e 20 60 60 69 6e 74 60 60 20 6f 72 0a 20 20 20 20 20 | m.the.OS..If.an.``int``.or...... |
| 682c0 | 20 20 20 60 60 61 72 72 61 79 5f 6c 69 6b 65 5b 69 6e 74 73 5d 60 60 20 69 73 20 70 61 73 73 65 | ...``array_like[ints]``.is.passe |
| 682e0 | 64 2c 20 74 68 65 6e 20 69 74 20 77 69 6c 6c 20 62 65 20 70 61 73 73 65 64 20 74 6f 0a 20 20 20 | d,.then.it.will.be.passed.to.... |
| 68300 | 20 20 20 20 20 60 53 65 65 64 53 65 71 75 65 6e 63 65 60 20 74 6f 20 64 65 72 69 76 65 20 74 68 | .....`SeedSequence`.to.derive.th |
| 68320 | 65 20 69 6e 69 74 69 61 6c 20 60 42 69 74 47 65 6e 65 72 61 74 6f 72 60 20 73 74 61 74 65 2e 20 | e.initial.`BitGenerator`.state.. |
| 68340 | 4f 6e 65 20 6d 61 79 20 61 6c 73 6f 0a 20 20 20 20 20 20 20 20 70 61 73 73 20 69 6e 20 61 20 60 | One.may.also.........pass.in.a.` |
| 68360 | 53 65 65 64 53 65 71 75 65 6e 63 65 60 20 69 6e 73 74 61 6e 63 65 2e 0a 20 20 20 20 20 20 20 20 | SeedSequence`.instance.......... |
| 68380 | 41 64 64 69 74 69 6f 6e 61 6c 6c 79 2c 20 77 68 65 6e 20 70 61 73 73 65 64 20 61 20 60 42 69 74 | Additionally,.when.passed.a.`Bit |
| 683a0 | 47 65 6e 65 72 61 74 6f 72 60 2c 20 69 74 20 77 69 6c 6c 20 62 65 20 77 72 61 70 70 65 64 20 62 | Generator`,.it.will.be.wrapped.b |
| 683c0 | 79 0a 20 20 20 20 20 20 20 20 60 47 65 6e 65 72 61 74 6f 72 60 2e 20 49 66 20 70 61 73 73 65 64 | y.........`Generator`..If.passed |
| 683e0 | 20 61 20 60 47 65 6e 65 72 61 74 6f 72 60 2c 20 69 74 20 77 69 6c 6c 20 62 65 20 72 65 74 75 72 | .a.`Generator`,.it.will.be.retur |
| 68400 | 6e 65 64 20 75 6e 61 6c 74 65 72 65 64 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | ned.unaltered.......Returns..... |
| 68420 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 54 68 | -------.....Generator.........Th |
| 68440 | 65 20 69 6e 69 74 69 61 6c 69 7a 65 64 20 67 65 6e 65 72 61 74 6f 72 20 6f 62 6a 65 63 74 2e 0a | e.initialized.generator.object.. |
| 68460 | 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 49 66 20 60 60 73 65 | .....Notes.....-----.....If.``se |
| 68480 | 65 64 60 60 20 69 73 20 6e 6f 74 20 61 20 60 42 69 74 47 65 6e 65 72 61 74 6f 72 60 20 6f 72 20 | ed``.is.not.a.`BitGenerator`.or. |
| 684a0 | 61 20 60 47 65 6e 65 72 61 74 6f 72 60 2c 20 61 20 6e 65 77 20 60 42 69 74 47 65 6e 65 72 61 74 | a.`Generator`,.a.new.`BitGenerat |
| 684c0 | 6f 72 60 0a 20 20 20 20 69 73 20 69 6e 73 74 61 6e 74 69 61 74 65 64 2e 20 54 68 69 73 20 66 75 | or`.....is.instantiated..This.fu |
| 684e0 | 6e 63 74 69 6f 6e 20 64 6f 65 73 20 6e 6f 74 20 6d 61 6e 61 67 65 20 61 20 64 65 66 61 75 6c 74 | nction.does.not.manage.a.default |
| 68500 | 20 67 6c 6f 62 61 6c 20 69 6e 73 74 61 6e 63 65 2e 0a 20 20 20 20 0a 20 20 20 20 45 78 61 6d 70 | .global.instance...........Examp |
| 68520 | 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 60 60 64 65 66 61 75 6c 74 5f 72 | les.....--------.....``default_r |
| 68540 | 6e 67 60 60 20 69 73 20 74 68 65 20 72 65 63 6f 6d 6d 65 6e 64 65 64 20 63 6f 6e 73 74 72 75 63 | ng``.is.the.recommended.construc |
| 68560 | 74 6f 72 20 66 6f 72 20 74 68 65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 63 6c 61 73 73 0a | tor.for.the.random.number.class. |
| 68580 | 20 20 20 20 60 60 47 65 6e 65 72 61 74 6f 72 60 60 2e 20 48 65 72 65 20 61 72 65 20 73 65 76 65 | ....``Generator``..Here.are.seve |
| 685a0 | 72 61 6c 20 77 61 79 73 20 77 65 20 63 61 6e 20 63 6f 6e 73 74 72 75 63 74 20 61 20 72 61 6e 64 | ral.ways.we.can.construct.a.rand |
| 685c0 | 6f 6d 20 0a 20 20 20 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 20 75 73 69 6e 67 20 60 | om......number.generator.using.` |
| 685e0 | 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 60 20 61 6e 64 20 74 68 65 20 60 60 47 65 6e 65 72 61 74 | `default_rng``.and.the.``Generat |
| 68600 | 6f 72 60 60 20 63 6c 61 73 73 2e 20 0a 20 20 20 20 0a 20 20 20 20 48 65 72 65 20 77 65 20 75 73 | or``.class............Here.we.us |
| 68620 | 65 20 60 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 60 20 74 6f 20 67 65 6e 65 72 61 74 65 20 61 20 | e.``default_rng``.to.generate.a. |
| 68640 | 72 61 6e 64 6f 6d 20 66 6c 6f 61 74 3a 0a 20 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e | random.float:.......>>>.import.n |
| 68660 | 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 | umpy.as.np.....>>>.rng.=.np.rand |
| 68680 | 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 31 32 33 34 35 29 0a 20 20 20 20 3e 3e 3e 20 70 72 | om.default_rng(12345).....>>>.pr |
| 686a0 | 69 6e 74 28 72 6e 67 29 0a 20 20 20 20 47 65 6e 65 72 61 74 6f 72 28 50 43 47 36 34 29 0a 20 20 | int(rng).....Generator(PCG64)... |
| 686c0 | 20 20 3e 3e 3e 20 72 66 6c 6f 61 74 20 3d 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 29 0a 20 20 20 20 | ..>>>.rfloat.=.rng.random()..... |
| 686e0 | 3e 3e 3e 20 72 66 6c 6f 61 74 0a 20 20 20 20 30 2e 32 32 37 33 33 36 30 32 32 34 36 37 31 36 39 | >>>.rfloat.....0.227336022467169 |
| 68700 | 36 36 0a 20 20 20 20 3e 3e 3e 20 74 79 70 65 28 72 66 6c 6f 61 74 29 0a 20 20 20 20 3c 63 6c 61 | 66.....>>>.type(rfloat).....<cla |
| 68720 | 73 73 20 27 66 6c 6f 61 74 27 3e 0a 20 20 20 20 20 0a 20 20 20 20 48 65 72 65 20 77 65 20 75 73 | ss.'float'>...........Here.we.us |
| 68740 | 65 20 60 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 60 20 74 6f 20 67 65 6e 65 72 61 74 65 20 33 20 | e.``default_rng``.to.generate.3. |
| 68760 | 72 61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 62 65 74 77 65 65 6e 20 30 20 0a 20 20 20 20 28 | random.integers.between.0......( |
| 68780 | 69 6e 63 6c 75 73 69 76 65 29 20 61 6e 64 20 31 30 20 28 65 78 63 6c 75 73 69 76 65 29 3a 0a 20 | inclusive).and.10.(exclusive):.. |
| 687a0 | 20 20 20 20 20 20 20 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 | ............>>>.import.numpy.as. |
| 687c0 | 6e 70 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 | np.....>>>.rng.=.np.random.defau |
| 687e0 | 6c 74 5f 72 6e 67 28 31 32 33 34 35 29 0a 20 20 20 20 3e 3e 3e 20 72 69 6e 74 73 20 3d 20 72 6e | lt_rng(12345).....>>>.rints.=.rn |
| 68800 | 67 2e 69 6e 74 65 67 65 72 73 28 6c 6f 77 3d 30 2c 20 68 69 67 68 3d 31 30 2c 20 73 69 7a 65 3d | g.integers(low=0,.high=10,.size= |
| 68820 | 33 29 0a 20 20 20 20 3e 3e 3e 20 72 69 6e 74 73 0a 20 20 20 20 61 72 72 61 79 28 5b 36 2c 20 32 | 3).....>>>.rints.....array([6,.2 |
| 68840 | 2c 20 37 5d 29 0a 20 20 20 20 3e 3e 3e 20 74 79 70 65 28 72 69 6e 74 73 5b 30 5d 29 0a 20 20 20 | ,.7]).....>>>.type(rints[0]).... |
| 68860 | 20 3c 63 6c 61 73 73 20 27 6e 75 6d 70 79 2e 69 6e 74 36 34 27 3e 0a 20 20 20 20 0a 20 20 20 20 | .<class.'numpy.int64'>.......... |
| 68880 | 48 65 72 65 20 77 65 20 73 70 65 63 69 66 79 20 61 20 73 65 65 64 20 73 6f 20 74 68 61 74 20 77 | Here.we.specify.a.seed.so.that.w |
| 688a0 | 65 20 68 61 76 65 20 72 65 70 72 6f 64 75 63 69 62 6c 65 20 72 65 73 75 6c 74 73 3a 0a 20 20 20 | e.have.reproducible.results:.... |
| 688c0 | 20 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 | ......>>>.import.numpy.as.np.... |
| 688e0 | 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 | .>>>.rng.=.np.random.default_rng |
| 68900 | 28 73 65 65 64 3d 34 32 29 0a 20 20 20 20 3e 3e 3e 20 70 72 69 6e 74 28 72 6e 67 29 0a 20 20 20 | (seed=42).....>>>.print(rng).... |
| 68920 | 20 47 65 6e 65 72 61 74 6f 72 28 50 43 47 36 34 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 31 20 3d | .Generator(PCG64).....>>>.arr1.= |
| 68940 | 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 28 33 2c 20 33 29 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 31 | .rng.random((3,.3)).....>>>.arr1 |
| 68960 | 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2e 37 37 33 39 35 36 30 35 2c 20 30 2e 34 33 38 38 37 | .....array([[0.77395605,.0.43887 |
| 68980 | 38 34 34 2c 20 30 2e 38 35 38 35 39 37 39 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e | 844,.0.85859792],............[0. |
| 689a0 | 36 39 37 33 36 38 30 33 2c 20 30 2e 30 39 34 31 37 37 33 35 2c 20 30 2e 39 37 35 36 32 32 33 35 | 69736803,.0.09417735,.0.97562235 |
| 689c0 | 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e 37 36 31 31 33 39 37 20 2c 20 30 2e 37 38 36 | ],............[0.7611397.,.0.786 |
| 689e0 | 30 36 34 33 31 2c 20 30 2e 31 32 38 31 31 33 36 33 5d 5d 29 0a 0a 20 20 20 20 49 66 20 77 65 20 | 06431,.0.12811363]])......If.we. |
| 68a00 | 65 78 69 74 20 61 6e 64 20 72 65 73 74 61 72 74 20 6f 75 72 20 50 79 74 68 6f 6e 20 69 6e 74 65 | exit.and.restart.our.Python.inte |
| 68a20 | 72 70 72 65 74 65 72 2c 20 77 65 27 6c 6c 20 73 65 65 20 74 68 61 74 20 77 65 0a 20 20 20 20 67 | rpreter,.we'll.see.that.we.....g |
| 68a40 | 65 6e 65 72 61 74 65 20 74 68 65 20 73 61 6d 65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 73 20 | enerate.the.same.random.numbers. |
| 68a60 | 61 67 61 69 6e 3a 0a 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 | again:......>>>.import.numpy.as. |
| 68a80 | 6e 70 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 | np.....>>>.rng.=.np.random.defau |
| 68aa0 | 6c 74 5f 72 6e 67 28 73 65 65 64 3d 34 32 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 32 20 3d 20 72 | lt_rng(seed=42).....>>>.arr2.=.r |
| 68ac0 | 6e 67 2e 72 61 6e 64 6f 6d 28 28 33 2c 20 33 29 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 32 0a 20 | ng.random((3,.3)).....>>>.arr2.. |
| 68ae0 | 20 20 20 61 72 72 61 79 28 5b 5b 30 2e 37 37 33 39 35 36 30 35 2c 20 30 2e 34 33 38 38 37 38 34 | ...array([[0.77395605,.0.4388784 |
| 68b00 | 34 2c 20 30 2e 38 35 38 35 39 37 39 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e 36 39 | 4,.0.85859792],............[0.69 |
| 68b20 | 37 33 36 38 30 33 2c 20 30 2e 30 39 34 31 37 37 33 35 2c 20 30 2e 39 37 35 36 32 32 33 35 5d 2c | 736803,.0.09417735,.0.97562235], |
| 68b40 | 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e 37 36 31 31 33 39 37 20 2c 20 30 2e 37 38 36 30 36 | ............[0.7611397.,.0.78606 |
| 68b60 | 34 33 31 2c 20 30 2e 31 32 38 31 31 33 36 33 5d 5d 29 0a 0a 20 20 20 20 00 00 00 00 00 00 00 00 | 431,.0.12811363]]).............. |
| 68b80 | 43 61 6e 20 6f 6e 6c 79 20 63 72 65 61 74 65 20 61 20 62 75 66 66 65 72 20 74 68 61 74 20 69 73 | Can.only.create.a.buffer.that.is |
| 68ba0 | 20 63 6f 6e 74 69 67 75 6f 75 73 20 69 6e 20 6d 65 6d 6f 72 79 2e 00 00 4d 65 6d 6f 72 79 45 72 | .contiguous.in.memory...MemoryEr |
| 68bc0 | 72 6f 72 00 73 63 61 6c 65 00 00 00 00 00 00 00 2e 61 73 74 79 70 65 28 6e 70 2e 66 6c 6f 61 74 | ror.scale........astype(np.float |
| 68be0 | 36 34 29 29 20 3e 20 31 2e 30 2e 20 54 68 65 20 70 76 61 6c 73 20 61 72 72 61 79 20 69 73 20 63 | 64)).>.1.0..The.pvals.array.is.c |
| 68c00 | 61 73 74 20 74 6f 20 36 34 2d 62 69 74 20 66 6c 6f 61 74 69 6e 67 20 70 6f 69 6e 74 20 70 72 69 | ast.to.64-bit.floating.point.pri |
| 68c20 | 6f 72 20 74 6f 20 63 68 65 63 6b 69 6e 67 20 74 68 65 20 73 75 6d 2e 20 50 72 65 63 69 73 69 6f | or.to.checking.the.sum..Precisio |
| 68c40 | 6e 20 63 68 61 6e 67 65 73 20 77 68 65 6e 20 63 61 73 74 69 6e 67 20 6d 61 79 20 63 61 75 73 65 | n.changes.when.casting.may.cause |
| 68c60 | 20 70 72 6f 62 6c 65 6d 73 20 65 76 65 6e 20 69 66 20 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 | .problems.even.if.the.sum.of.the |
| 68c80 | 20 6f 72 69 67 69 6e 61 6c 20 70 76 61 6c 73 20 69 73 20 76 61 6c 69 64 2e 00 00 00 00 00 00 00 | .original.pvals.is.valid........ |
| 68ca0 | 75 6e 61 62 6c 65 20 74 6f 20 61 6c 6c 6f 63 61 74 65 20 61 72 72 61 79 20 64 61 74 61 2e 00 00 | unable.to.allocate.array.data... |
| 68cc0 | 5f 5f 70 79 78 5f 76 74 61 62 6c 65 5f 5f 00 00 0a 20 20 20 20 20 20 20 20 7a 69 70 66 28 61 2c | __pyx_vtable__...........zipf(a, |
| 68ce0 | 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 | .size=None)..........Draw.sample |
| 68d00 | 73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | s.from.a.Zipf.distribution...... |
| 68d20 | 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 5a 69 | .....Samples.are.drawn.from.a.Zi |
| 68d40 | 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 70 | pf.distribution.with.specified.p |
| 68d60 | 61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20 20 60 61 60 20 3e 20 31 2e 0a 0a 20 20 20 20 20 | arameter.........`a`.>.1........ |
| 68d80 | 20 20 20 54 68 65 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b | ...The.Zipf.distribution.(also.k |
| 68da0 | 6e 6f 77 6e 20 61 73 20 74 68 65 20 7a 65 74 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69 | nown.as.the.zeta.distribution).i |
| 68dc0 | 73 20 61 0a 20 20 20 20 20 20 20 20 64 69 73 63 72 65 74 65 20 70 72 6f 62 61 62 69 6c 69 74 79 | s.a.........discrete.probability |
| 68de0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 68 61 74 20 73 61 74 69 73 66 69 65 73 20 5a 69 70 | .distribution.that.satisfies.Zip |
| 68e00 | 66 27 73 20 6c 61 77 3a 20 74 68 65 0a 20 20 20 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f | f's.law:.the.........frequency.o |
| 68e20 | 66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76 65 72 73 65 6c 79 20 70 72 6f 70 6f 72 74 69 6f | f.an.item.is.inversely.proportio |
| 68e40 | 6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20 61 0a 20 20 20 20 20 20 20 20 66 72 65 | nal.to.its.rank.in.a.........fre |
| 68e60 | 71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 | quency.table...........Parameter |
| 68e80 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a | s.........----------.........a.: |
| 68ea0 | 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 | .float.or.array_like.of.floats.. |
| 68ec0 | 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 | ...........Distribution.paramete |
| 68ee0 | 72 2e 20 4d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20 | r..Must.be.greater.than.1....... |
| 68f00 | 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 | ...size.:.int.or.tuple.of.ints,. |
| 68f20 | 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 | optional.............Output.shap |
| 68f40 | 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c | e...If.the.given.shape.is,.e.g., |
| 68f60 | 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 | .``(m,.n,.k)``,.then............ |
| 68f80 | 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e | .``m.*.n.*.k``.samples.are.drawn |
| 68fa0 | 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 | ...If.size.is.``None``.(default) |
| 68fc0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 | ,.............a.single.value.is. |
| 68fe0 | 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f | returned.if.``a``.is.a.scalar..O |
| 69000 | 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 | therwise,.............``np.array |
| 69020 | 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 | (a).size``.samples.are.drawn.... |
| 69040 | 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 | .......Returns.........-------.. |
| 69060 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 | .......out.:.ndarray.or.scalar.. |
| 69080 | 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | ...........Drawn.samples.from.th |
| 690a0 | 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f | e.parameterized.Zipf.distributio |
| 690c0 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d | n...........See.Also.........--- |
| 690e0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a | -----.........scipy.stats.zipf.: |
| 69100 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 | .probability.density.function,.d |
| 69120 | 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 | istribution,.or.............cumu |
| 69140 | 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 | lative.density.function,.etc.... |
| 69160 | 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .......Notes.........-----...... |
| 69180 | 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 | ...The.probability.density.for.t |
| 691a0 | 68 65 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 | he.Zipf.distribution.is......... |
| 691c0 | 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b 29 20 3d 20 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d 7d 7b | ....math::.p(k).=.\frac{k^{-a}}{ |
| 691e0 | 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20 69 6e 74 65 67 65 72 73 | \zeta(a)},..........for.integers |
| 69200 | 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71 20 31 60 2c 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 | .:math:`k.\geq.1`,.where.:math:` |
| 69220 | 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20 52 69 65 6d 61 6e 6e 20 5a 65 74 61 0a 20 20 20 20 20 | \zeta`.is.the.Riemann.Zeta...... |
| 69240 | 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 20 69 73 20 6e 61 6d 65 | ...function...........It.is.name |
| 69260 | 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72 69 63 61 6e 20 6c 69 6e 67 75 69 73 74 20 47 65 6f 72 | d.for.the.American.linguist.Geor |
| 69280 | 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69 70 66 2c 20 77 68 6f 20 6e 6f 74 65 64 0a 20 20 20 20 | ge.Kingsley.Zipf,.who.noted..... |
| 692a0 | 20 20 20 20 74 68 61 74 20 74 68 65 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 79 20 77 6f | ....that.the.frequency.of.any.wo |
| 692c0 | 72 64 20 69 6e 20 61 20 73 61 6d 70 6c 65 20 6f 66 20 61 20 6c 61 6e 67 75 61 67 65 20 69 73 20 | rd.in.a.sample.of.a.language.is. |
| 692e0 | 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20 20 20 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 | inversely.........proportional.t |
| 69300 | 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20 74 68 65 20 66 72 65 71 75 65 6e 63 79 20 74 61 62 6c | o.its.rank.in.the.frequency.tabl |
| 69320 | 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d | e...........References.........- |
| 69340 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c 20 47 | ---------............[1].Zipf,.G |
| 69360 | 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65 64 20 53 74 75 64 69 65 73 20 6f 66 20 74 68 65 20 50 | ..K.,."Selected.Studies.of.the.P |
| 69380 | 72 69 6e 63 69 70 6c 65 20 6f 66 20 52 65 6c 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 20 20 20 | rinciple.of.Relative............ |
| 693a0 | 20 20 20 20 46 72 65 71 75 65 6e 63 79 20 69 6e 20 4c 61 6e 67 75 61 67 65 2c 22 20 43 61 6d 62 | ....Frequency.in.Language,".Camb |
| 693c0 | 72 69 64 67 65 2c 20 4d 41 3a 20 48 61 72 76 61 72 64 20 55 6e 69 76 2e 20 50 72 65 73 73 2c 0a | ridge,.MA:.Harvard.Univ..Press,. |
| 693e0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 32 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 | ...............1932...........Ex |
| 69400 | 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | amples.........--------......... |
| 69420 | 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 | Draw.samples.from.the.distributi |
| 69440 | 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20 34 2e 30 0a 20 20 20 20 20 20 20 | on:..........>>>.a.=.4.0........ |
| 69460 | 20 3e 3e 3e 20 6e 20 3d 20 32 30 30 30 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e | .>>>.n.=.20000.........>>>.s.=.n |
| 69480 | 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 7a 69 70 66 28 61 2c 20 73 | p.random.default_rng().zipf(a,.s |
| 694a0 | 69 7a 65 3d 6e 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 | ize=n)..........Display.the.hist |
| 694c0 | 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 | ogram.of.the.samples,.along.with |
| 694e0 | 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 78 70 65 63 74 65 64 20 68 69 73 74 6f 67 72 61 6d 20 | .........the.expected.histogram. |
| 69500 | 62 61 73 65 64 20 6f 6e 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 | based.on.the.probability........ |
| 69520 | 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .density.function:..........>>>. |
| 69540 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 69560 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 | ........>>>.from.scipy.special.i |
| 69580 | 6d 70 6f 72 74 20 7a 65 74 61 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 0a 20 20 | mport.zeta..#.doctest:.+SKIP.... |
| 695a0 | 20 20 20 20 20 20 60 62 69 6e 63 6f 75 6e 74 60 20 70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 | ......`bincount`.provides.a.fast |
| 695c0 | 20 68 69 73 74 6f 67 72 61 6d 20 66 6f 72 20 73 6d 61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a | .histogram.for.small.integers... |
| 695e0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 | ........>>>.count.=.np.bincount( |
| 69600 | 73 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6b 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 | s).........>>>.k.=.np.arange(1,. |
| 69620 | 73 2e 6d 61 78 28 29 20 2b 20 31 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 | s.max().+.1)..........>>>.plt.ba |
| 69640 | 72 28 6b 2c 20 63 6f 75 6e 74 5b 31 3a 5d 2c 20 61 6c 70 68 61 3d 30 2e 35 2c 20 6c 61 62 65 6c | r(k,.count[1:],.alpha=0.5,.label |
| 69660 | 3d 27 73 61 6d 70 6c 65 20 63 6f 75 6e 74 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | ='sample.count').........>>>.plt |
| 69680 | 2e 70 6c 6f 74 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d 61 29 2f 7a 65 74 61 28 61 29 2c 20 27 6b 2e 2d | .plot(k,.n*(k**-a)/zeta(a),.'k.- |
| 696a0 | 27 2c 20 61 6c 70 68 61 3d 30 2e 35 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 | ',.alpha=0.5,................... |
| 696c0 | 20 20 20 6c 61 62 65 6c 3d 27 65 78 70 65 63 74 65 64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 | ...label='expected.count')...#.d |
| 696e0 | 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 | octest:.+SKIP.........>>>.plt.se |
| 69700 | 6d 69 6c 6f 67 79 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c | milogy().........>>>.plt.grid(al |
| 69720 | 70 68 61 3d 30 2e 34 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 | pha=0.4).........>>>.plt.legend( |
| 69740 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 | ).........>>>.plt.title(f'Zipf.s |
| 69760 | 61 6d 70 6c 65 2c 20 61 3d 7b 61 7d 2c 20 73 69 7a 65 3d 7b 6e 7d 27 29 0a 20 20 20 20 20 20 20 | ample,.a={a},.size={n}')........ |
| 69780 | 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 | .>>>.plt.show()................. |
| 697a0 | 47 65 6e 65 72 61 74 6f 72 2e 70 65 72 6d 75 74 61 74 69 6f 6e 20 28 6c 69 6e 65 20 34 35 38 38 | Generator.permutation.(line.4588 |
| 697c0 | 29 00 00 00 00 00 00 00 5f 5f 70 79 78 5f 74 79 70 65 00 00 73 65 65 64 00 00 00 00 00 00 00 00 | ).......__pyx_type..seed........ |
| 697e0 | 72 65 76 65 72 73 65 64 00 00 00 00 00 00 00 00 6e 73 61 6d 70 6c 65 20 3e 20 73 75 6d 28 63 6f | reversed........nsample.>.sum(co |
| 69800 | 6c 6f 72 73 29 00 00 00 3c 4d 65 6d 6f 72 79 56 69 65 77 20 6f 66 20 25 72 20 61 74 20 30 78 25 | lors)...<MemoryView.of.%r.at.0x% |
| 69820 | 78 3e 00 00 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 | x>......Generator.multivariate_h |
| 69840 | 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 28 6c 69 6e 65 20 33 39 31 32 29 00 00 00 00 00 00 00 | ypergeometric.(line.3912)....... |
| 69860 | 73 75 62 74 72 61 63 74 00 00 00 00 00 00 00 00 41 78 69 73 20 61 72 67 75 6d 65 6e 74 20 69 73 | subtract........Axis.argument.is |
| 69880 | 20 6f 6e 6c 79 20 73 75 70 70 6f 72 74 65 64 20 6f 6e 20 6e 64 61 72 72 61 79 20 6f 62 6a 65 63 | .only.supported.on.ndarray.objec |
| 698a0 | 74 73 00 00 00 00 00 00 6e 73 61 6d 70 6c 65 20 6d 75 73 74 20 6e 6f 74 20 65 78 63 65 65 64 20 | ts......nsample.must.not.exceed. |
| 698c0 | 25 64 00 00 73 69 7a 65 00 00 00 00 00 00 00 00 6f 75 74 20 6d 75 73 74 20 68 61 76 65 20 74 68 | %d..size........out.must.have.th |
| 698e0 | 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 73 20 78 00 00 00 00 00 00 00 68 69 67 68 20 2d 20 6c | e.same.shape.as.x.......high.-.l |
| 69900 | 6f 77 00 00 73 74 6f 70 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 | ow..stop.................standar |
| 69920 | 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 3d 6e | d_exponential(size=None,.dtype=n |
| 69940 | 70 2e 66 6c 6f 61 74 36 34 2c 20 6d 65 74 68 6f 64 3d 27 7a 69 67 27 2c 20 6f 75 74 3d 4e 6f 6e | p.float64,.method='zig',.out=Non |
| 69960 | 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | e)..........Draw.samples.from.th |
| 69980 | 65 20 73 74 61 6e 64 61 72 64 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 | e.standard.exponential.distribut |
| 699a0 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 60 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 | ion...........`standard_exponent |
| 699c0 | 69 61 6c 60 20 69 73 20 69 64 65 6e 74 69 63 61 6c 20 74 6f 20 74 68 65 20 65 78 70 6f 6e 65 6e | ial`.is.identical.to.the.exponen |
| 699e0 | 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 61 | tial.distribution.........with.a |
| 69a00 | 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 | .scale.parameter.of.1........... |
| 69a20 | 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | Parameters.........----------... |
| 69a40 | 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 | ......size.:.int.or.tuple.of.int |
| 69a60 | 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 | s,.optional.............Output.s |
| 69a80 | 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e | hape...If.the.given.shape.is,.e. |
| 69aa0 | 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 | g.,.``(m,.n,.k)``,.then......... |
| 69ac0 | 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | ....``m.*.n.*.k``.samples.are.dr |
| 69ae0 | 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 | awn...Default.is.None,.in.which. |
| 69b00 | 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 | case.a.............single.value. |
| 69b20 | 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 | is.returned..........dtype.:.dty |
| 69b40 | 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 64 | pe,.optional.............Desired |
| 69b60 | 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2c 20 6f 6e 6c 79 20 60 66 6c 6f 61 | .dtype.of.the.result,.only.`floa |
| 69b80 | 74 36 34 60 20 61 6e 64 20 60 66 6c 6f 61 74 33 32 60 20 61 72 65 20 73 75 70 70 6f 72 74 65 64 | t64`.and.`float32`.are.supported |
| 69ba0 | 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 | ..............Byteorder.must.be. |
| 69bc0 | 6e 61 74 69 76 65 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e | native..The.default.value.is.np. |
| 69be0 | 66 6c 6f 61 74 36 34 2e 0a 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 73 74 72 2c 20 6f | float64..........method.:.str,.o |
| 69c00 | 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 45 69 74 68 65 72 20 27 69 6e 76 27 | ptional.............Either.'inv' |
| 69c20 | 20 6f 72 20 27 7a 69 67 27 2e 20 27 69 6e 76 27 20 75 73 65 73 20 74 68 65 20 64 65 66 61 75 6c | .or.'zig'..'inv'.uses.the.defaul |
| 69c40 | 74 20 69 6e 76 65 72 73 65 20 43 44 46 20 6d 65 74 68 6f 64 2e 0a 20 20 20 20 20 20 20 20 20 20 | t.inverse.CDF.method............ |
| 69c60 | 20 20 27 7a 69 67 27 20 75 73 65 73 20 74 68 65 20 6d 75 63 68 20 66 61 73 74 65 72 20 5a 69 67 | ..'zig'.uses.the.much.faster.Zig |
| 69c80 | 67 75 72 61 74 20 6d 65 74 68 6f 64 20 6f 66 20 4d 61 72 73 61 67 6c 69 61 20 61 6e 64 20 54 73 | gurat.method.of.Marsaglia.and.Ts |
| 69ca0 | 61 6e 67 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 | ang..........out.:.ndarray,.opti |
| 69cc0 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 6c 74 65 72 6e 61 74 69 76 65 20 6f 75 74 | onal.............Alternative.out |
| 69ce0 | 70 75 74 20 61 72 72 61 79 20 69 6e 20 77 68 69 63 68 20 74 6f 20 70 6c 61 63 65 20 74 68 65 20 | put.array.in.which.to.place.the. |
| 69d00 | 72 65 73 75 6c 74 2e 20 49 66 20 73 69 7a 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 0a 20 20 20 | result..If.size.is.not.None,.... |
| 69d20 | 20 20 20 20 20 20 20 20 20 69 74 20 6d 75 73 74 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 20 73 | .........it.must.have.the.same.s |
| 69d40 | 68 61 70 65 20 61 73 20 74 68 65 20 70 72 6f 76 69 64 65 64 20 73 69 7a 65 20 61 6e 64 20 6d 75 | hape.as.the.provided.size.and.mu |
| 69d60 | 73 74 20 6d 61 74 63 68 20 74 68 65 20 74 79 70 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 | st.match.the.type.of............ |
| 69d80 | 20 74 68 65 20 6f 75 74 70 75 74 20 76 61 6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 | .the.output.values...........Ret |
| 69da0 | 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 | urns.........-------.........out |
| 69dc0 | 20 3a 20 66 6c 6f 61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .:.float.or.ndarray............. |
| 69de0 | 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 | Drawn.samples...........Examples |
| 69e00 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 | .........--------.........Output |
| 69e20 | 20 61 20 33 78 38 30 30 30 20 61 72 72 61 79 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20 | .a.3x8000.array:..........>>>.n. |
| 69e40 | 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 6e 64 61 | =.np.random.default_rng().standa |
| 69e60 | 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 28 28 33 2c 20 38 30 30 30 29 29 0a 0a 20 20 20 20 20 | rd_exponential((3,.8000))....... |
| 69e80 | 20 20 20 00 00 00 00 00 5f 5f 74 65 73 74 5f 5f 00 00 00 00 00 00 00 00 69 74 65 6d 73 69 7a 65 | ........__test__........itemsize |
| 69ea0 | 20 3c 3d 20 30 20 66 6f 72 20 63 79 74 68 6f 6e 2e 61 72 72 61 79 00 00 61 20 61 6e 64 20 70 20 | .<=.0.for.cython.array..a.and.p. |
| 69ec0 | 6d 75 73 74 20 68 61 76 65 20 73 61 6d 65 20 73 69 7a 65 00 69 6e 64 65 78 00 00 00 6e 62 61 64 | must.have.same.size.index...nbad |
| 69ee0 | 00 00 00 00 00 00 00 00 5f 5f 72 6d 61 74 6d 75 6c 5f 5f 00 66 69 6e 66 6f 00 00 00 00 00 00 00 | ........__rmatmul__.finfo....... |
| 69f00 | 47 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 69 74 65 6d 73 69 7a 65 00 00 00 00 00 00 00 00 | Generator.......itemsize........ |
| 69f20 | 6e 73 61 6d 70 6c 65 20 6d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 00 00 00 00 | nsample.must.be.nonnegative..... |
| 69f40 | 63 6f 70 79 00 00 00 00 5f 5f 67 65 74 73 74 61 74 65 5f 5f 00 00 00 00 66 6c 61 67 73 00 00 00 | copy....__getstate__....flags... |
| 69f60 | 67 72 65 61 74 65 72 00 6f 70 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 6d 65 61 6e 20 61 6e 64 | greater.operator........mean.and |
| 69f80 | 20 63 6f 76 20 6d 75 73 74 20 68 61 76 65 20 73 61 6d 65 20 6c 65 6e 67 74 68 00 00 00 00 00 00 | .cov.must.have.same.length...... |
| 69fa0 | 74 6f 62 79 74 65 73 00 67 6f 74 20 64 69 66 66 65 72 69 6e 67 20 65 78 74 65 6e 74 73 20 69 6e | tobytes.got.differing.extents.in |
| 69fc0 | 20 64 69 6d 65 6e 73 69 6f 6e 20 25 64 20 28 67 6f 74 20 25 64 20 61 6e 64 20 25 64 29 00 00 00 | .dimension.%d.(got.%d.and.%d)... |
| 69fe0 | 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 20 28 6c 69 6e 65 20 31 | Generator.standard_gamma.(line.1 |
| 6a000 | 31 33 39 29 00 00 00 00 69 74 65 6d 00 00 00 00 0a 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69 | 139)....item.............logseri |
| 6a020 | 65 73 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 | es(p,.size=None)..........Draw.s |
| 6a040 | 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f 67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 | amples.from.a.logarithmic.series |
| 6a060 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 | .distribution...........Samples. |
| 6a080 | 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 | are.drawn.from.a.log.series.dist |
| 6a0a0 | 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 | ribution.with.specified......... |
| 6a0c0 | 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c 20 30 20 3c 20 60 60 70 60 60 20 3c 20 31 2e 0a | shape.parameter,.0.<.``p``.<.1.. |
| 6a0e0 | 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | .........Parameters.........---- |
| 6a100 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | ------.........p.:.float.or.arra |
| 6a120 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 68 61 | y_like.of.floats.............Sha |
| 6a140 | 70 65 20 70 61 72 61 6d 65 74 65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f | pe.parameter.for.the.distributio |
| 6a160 | 6e 2e 20 20 4d 75 73 74 20 62 65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 28 30 2c 20 31 29 2e | n...Must.be.in.the.range.(0,.1). |
| 6a180 | 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 | .........size.:.int.or.tuple.of. |
| 6a1a0 | 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 | ints,.optional.............Outpu |
| 6a1c0 | 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c | t.shape...If.the.given.shape.is, |
| 6a1e0 | 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 | .e.g.,.``(m,.n,.k)``,.then...... |
| 6a200 | 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 | .......``m.*.n.*.k``.samples.are |
| 6a220 | 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 | .drawn...If.size.is.``None``.(de |
| 6a240 | 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c | fault),.............a.single.val |
| 6a260 | 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 20 61 20 73 63 61 | ue.is.returned.if.``p``.is.a.sca |
| 6a280 | 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e | lar...Otherwise,.............``n |
| 6a2a0 | 70 2e 61 72 72 61 79 28 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | p.array(p).size``.samples.are.dr |
| 6a2c0 | 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | awn...........Returns.........-- |
| 6a2e0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 | -----.........out.:.ndarray.or.s |
| 6a300 | 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 | calar.............Drawn.samples. |
| 6a320 | 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 61 72 69 74 68 6d | from.the.parameterized.logarithm |
| 6a340 | 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | ic.series.distribution.......... |
| 6a360 | 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .See.Also.........--------...... |
| 6a380 | 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72 6f 62 61 62 69 6c | ...scipy.stats.logser.:.probabil |
| 6a3a0 | 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 | ity.density.function,.distributi |
| 6a3c0 | 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e | on.or.............cumulative.den |
| 6a3e0 | 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 | sity.function,.etc...........Not |
| 6a400 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f | es.........-----.........The.pro |
| 6a420 | 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 4c | bability.mass.function.for.the.L |
| 6a440 | 6f 67 20 53 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 | og.Series.distribution.is....... |
| 6a460 | 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63 7b 2d 70 5e 6b 7d 7b | ......math::.P(k).=.\frac{-p^k}{ |
| 6a480 | 6b 20 5c 6c 6e 28 31 2d 70 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 70 20 3d 20 | k.\ln(1-p)},..........where.p.=. |
| 6a4a0 | 70 72 6f 62 61 62 69 6c 69 74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 67 20 73 65 | probability...........The.log.se |
| 6a4c0 | 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71 75 65 6e 74 6c 79 20 | ries.distribution.is.frequently. |
| 6a4e0 | 75 73 65 64 20 74 6f 20 72 65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73 0a 20 20 20 20 20 20 | used.to.represent.species....... |
| 6a500 | 20 20 72 69 63 68 6e 65 73 73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65 2c 20 66 69 72 73 74 | ..richness.and.occurrence,.first |
| 6a520 | 20 70 72 6f 70 6f 73 65 64 20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62 65 74 2c 20 61 6e 64 | .proposed.by.Fisher,.Corbet,.and |
| 6a540 | 0a 20 20 20 20 20 20 20 20 57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33 20 5b 32 5d 2e 20 20 | .........Williams.in.1943.[2]... |
| 6a560 | 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 | It.may.also.be.used.to.model.the |
| 6a580 | 20 6e 75 6d 62 65 72 73 20 6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70 61 6e 74 73 20 73 65 | .numbers.of.........occupants.se |
| 6a5a0 | 65 6e 20 69 6e 20 63 61 72 73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e | en.in.cars.[3]...........Referen |
| 6a5c0 | 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e | ces.........----------.......... |
| 6a5e0 | 2e 20 5b 31 5d 20 42 75 7a 61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43 75 6c 76 65 72 2c 20 | ..[1].Buzas,.Martin.A.;.Culver,. |
| 6a600 | 53 74 65 70 68 65 6e 20 4a 2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e 67 20 72 65 67 69 6f | Stephen.J.,..Understanding.regio |
| 6a620 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65 73 20 64 69 76 65 72 | nal................species.diver |
| 6a640 | 73 69 74 79 20 74 68 72 6f 75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 | sity.through.the.log.series.dist |
| 6a660 | 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 6f 63 63 75 72 | ribution.of................occur |
| 6a680 | 72 65 6e 63 65 73 3a 20 42 49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45 41 52 43 48 20 44 69 | rences:.BIODIVERSITY.RESEARCH.Di |
| 6a6a0 | 76 65 72 73 69 74 79 20 26 20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a 20 20 20 20 20 20 20 | versity.&.Distributions,........ |
| 6a6c0 | 20 20 20 20 20 20 20 20 56 6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20 35 2c 20 53 65 70 74 | ........Volume.5,.Number.5,.Sept |
| 6a6e0 | 65 6d 62 65 72 20 31 39 39 39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28 39 29 2e 0a 20 20 20 | ember.1999.,.pp..187-195(9)..... |
| 6a700 | 20 20 20 20 20 2e 2e 20 5b 32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c 20 41 2e 53 2e 20 43 | ........[2].Fisher,.R.A,,.A.S..C |
| 6a720 | 6f 72 62 65 74 2c 20 61 6e 64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e 20 31 39 34 33 2e 20 | orbet,.and.C.B..Williams..1943.. |
| 6a740 | 54 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69 6f 6e 20 62 65 74 77 | The................relation.betw |
| 6a760 | 65 65 6e 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 70 65 63 69 65 73 20 61 6e 64 20 74 68 | een.the.number.of.species.and.th |
| 6a780 | 65 20 6e 75 6d 62 65 72 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 69 6e 64 69 76 | e.number.of................indiv |
| 6a7a0 | 69 64 75 61 6c 73 20 69 6e 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 6f 66 20 61 6e 20 | iduals.in.a.random.sample.of.an. |
| 6a7c0 | 61 6e 69 6d 61 6c 20 70 6f 70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | animal.population............... |
| 6a7e0 | 20 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f 67 79 2c 20 31 32 3a | ..Journal.of.Animal.Ecology,.12: |
| 6a800 | 34 32 2d 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20 4a 2e 20 48 61 6e 64 | 42-58.............[3].D..J..Hand |
| 6a820 | 2c 20 46 2e 20 44 61 6c 79 2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73 74 72 6f 77 73 6b 69 | ,.F..Daly,.D..Lunn,.E..Ostrowski |
| 6a840 | 2c 20 41 20 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20 20 20 20 20 20 20 20 | ,.A.Handbook.of.Small........... |
| 6a860 | 20 20 20 20 20 44 61 74 61 20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73 2c 20 31 39 39 34 2e | .....Data.Sets,.CRC.Press,.1994. |
| 6a880 | 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4c 6f 67 61 | ............[4].Wikipedia,."Loga |
| 6a8a0 | 72 69 74 68 6d 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 | rithmic.distribution",.......... |
| 6a8c0 | 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 | ......https://en.wikipedia.org/w |
| 6a8e0 | 69 6b 69 2f 4c 6f 67 61 72 69 74 68 6d 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 | iki/Logarithmic_distribution.... |
| 6a900 | 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a | ......Examples.........--------. |
| 6a920 | 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 | ........Draw.samples.from.the.di |
| 6a940 | 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20 2e 36 0a | stribution:..........>>>.a.=..6. |
| 6a960 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c | ........>>>.s.=.np.random.defaul |
| 6a980 | 74 5f 72 6e 67 28 29 2e 6c 6f 67 73 65 72 69 65 73 28 61 2c 20 31 30 30 30 30 29 0a 20 20 20 20 | t_rng().logseries(a,.10000)..... |
| 6a9a0 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 | ....>>>.import.matplotlib.pyplot |
| 6a9c0 | 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c | .as.plt.........>>>.count,.bins, |
| 6a9e0 | 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 29 0a 0a 20 20 20 20 20 20 20 20 | .ignored.=.plt.hist(s).......... |
| 6aa00 | 23 20 20 20 70 6c 6f 74 20 61 67 61 69 6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 | #...plot.against.distribution... |
| 6aa20 | 20 20 20 20 20 20 20 3e 3e 3e 20 64 65 66 20 6c 6f 67 73 65 72 69 65 73 28 6b 2c 20 70 29 3a 0a | .......>>>.def.logseries(k,.p):. |
| 6aa40 | 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20 2d 70 2a 2a 6b 2f 28 6b 2a | ................return.-p**k/(k* |
| 6aa60 | 6e 70 2e 6c 6f 67 28 31 2d 70 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f | np.log(1-p)).........>>>.plt.plo |
| 6aa80 | 74 28 62 69 6e 73 2c 20 6c 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c 20 61 29 20 2a 20 63 6f 75 | t(bins,.logseries(bins,.a).*.cou |
| 6aaa0 | 6e 74 2e 6d 61 78 28 29 2f 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c | nt.max()/......................l |
| 6aac0 | 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c 20 61 29 2e 6d 61 78 28 29 2c 20 27 72 27 29 0a 20 20 | ogseries(bins,.a).max(),.'r')... |
| 6aae0 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 | ......>>>.plt.show()............ |
| 6ab00 | 5f 5f 70 79 78 5f 67 65 74 62 75 66 66 65 72 00 50 69 63 6b 6c 65 45 72 72 6f 72 00 00 00 00 00 | __pyx_getbuffer.PickleError..... |
| 6ab20 | 47 65 6e 65 72 61 74 6f 72 2e 75 6e 69 66 6f 72 6d 20 28 6c 69 6e 65 20 38 36 31 29 00 00 00 00 | Generator.uniform.(line.861).... |
| 6ab40 | 6d 65 6d 6f 72 79 20 61 6c 6c 6f 63 61 74 69 6f 6e 20 66 61 69 6c 65 64 20 69 6e 20 70 65 72 6d | memory.allocation.failed.in.perm |
| 6ab60 | 75 74 65 64 00 00 00 00 61 73 63 6f 6e 74 69 67 75 6f 75 73 61 72 72 61 79 00 00 00 00 00 00 00 | uted....ascontiguousarray....... |
| 6ab80 | 5f 5f 67 65 6e 65 72 61 74 6f 72 5f 63 74 6f 72 00 00 00 00 00 00 00 00 64 65 66 61 75 6c 74 5f | __generator_ctor........default_ |
| 6aba0 | 72 6e 67 00 65 6d 70 74 79 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d | rng.empty................uniform |
| 6abc0 | 28 6c 6f 77 3d 30 2e 30 2c 20 68 69 67 68 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a | (low=0.0,.high=1.0,.size=None).. |
| 6abe0 | 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 | ........Draw.samples.from.a.unif |
| 6ac00 | 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c | orm.distribution...........Sampl |
| 6ac20 | 65 73 20 61 72 65 20 75 6e 69 66 6f 72 6d 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65 | es.are.uniformly.distributed.ove |
| 6ac40 | 72 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e 20 69 6e 74 65 72 76 61 6c 0a 20 20 20 20 20 20 20 | r.the.half-open.interval........ |
| 6ac60 | 20 60 60 5b 6c 6f 77 2c 20 68 69 67 68 29 60 60 20 28 69 6e 63 6c 75 64 65 73 20 6c 6f 77 2c 20 | .``[low,.high)``.(includes.low,. |
| 6ac80 | 62 75 74 20 65 78 63 6c 75 64 65 73 20 68 69 67 68 29 2e 20 20 49 6e 20 6f 74 68 65 72 20 77 6f | but.excludes.high)...In.other.wo |
| 6aca0 | 72 64 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 79 20 76 61 6c 75 65 20 77 69 74 68 69 6e 20 74 68 | rds,.........any.value.within.th |
| 6acc0 | 65 20 67 69 76 65 6e 20 69 6e 74 65 72 76 61 6c 20 69 73 20 65 71 75 61 6c 6c 79 20 6c 69 6b 65 | e.given.interval.is.equally.like |
| 6ace0 | 6c 79 20 74 6f 20 62 65 20 64 72 61 77 6e 0a 20 20 20 20 20 20 20 20 62 79 20 60 75 6e 69 66 6f | ly.to.be.drawn.........by.`unifo |
| 6ad00 | 72 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 | rm`...........Parameters........ |
| 6ad20 | 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 77 20 3a 20 66 6c 6f 61 74 20 | .----------.........low.:.float. |
| 6ad40 | 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 | or.array_like.of.floats,.optiona |
| 6ad60 | 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c 6f 77 65 72 20 62 6f 75 6e 64 61 72 79 20 6f 66 20 | l.............Lower.boundary.of. |
| 6ad80 | 74 68 65 20 6f 75 74 70 75 74 20 69 6e 74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c 75 65 73 | the.output.interval...All.values |
| 6ada0 | 20 67 65 6e 65 72 61 74 65 64 20 77 69 6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 67 | .generated.will.be.............g |
| 6adc0 | 72 65 61 74 65 72 20 74 68 61 6e 20 6f 72 20 65 71 75 61 6c 20 74 6f 20 6c 6f 77 2e 20 20 54 68 | reater.than.or.equal.to.low...Th |
| 6ade0 | 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 68 69 | e.default.value.is.0..........hi |
| 6ae00 | 67 68 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 | gh.:.float.or.array_like.of.floa |
| 6ae20 | 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 55 70 70 65 72 20 62 6f 75 6e 64 61 72 79 20 6f 66 | ts.............Upper.boundary.of |
| 6ae40 | 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e 74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c 75 65 | .the.output.interval...All.value |
| 6ae60 | 73 20 67 65 6e 65 72 61 74 65 64 20 77 69 6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 | s.generated.will.be............. |
| 6ae80 | 6c 65 73 73 20 74 68 61 6e 20 68 69 67 68 2e 20 20 54 68 65 20 68 69 67 68 20 6c 69 6d 69 74 20 | less.than.high...The.high.limit. |
| 6aea0 | 6d 61 79 20 62 65 20 69 6e 63 6c 75 64 65 64 20 69 6e 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 | may.be.included.in.the.returned. |
| 6aec0 | 61 72 72 61 79 20 6f 66 20 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 6c 6f 61 74 73 20 64 75 65 | array.of..............floats.due |
| 6aee0 | 20 74 6f 20 66 6c 6f 61 74 69 6e 67 2d 70 6f 69 6e 74 20 72 6f 75 6e 64 69 6e 67 20 69 6e 20 74 | .to.floating-point.rounding.in.t |
| 6af00 | 68 65 20 65 71 75 61 74 69 6f 6e 20 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6c 6f 77 20 2b | he.equation..............``low.+ |
| 6af20 | 20 28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60 2e | .(high-low).*.random_sample()``. |
| 6af40 | 20 20 68 69 67 68 20 2d 20 6c 6f 77 20 6d 75 73 74 20 62 65 20 0a 20 20 20 20 20 20 20 20 20 20 | ..high.-.low.must.be............ |
| 6af60 | 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c | ..non-negative...The.default.val |
| 6af80 | 75 65 20 69 73 20 31 2e 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 | ue.is.1.0..........size.:.int.or |
| 6afa0 | 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 | .tuple.of.ints,.optional........ |
| 6afc0 | 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e | .....Output.shape...If.the.given |
| 6afe0 | 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 | .shape.is,.e.g.,.``(m,.n,.k)``,. |
| 6b000 | 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 | then.............``m.*.n.*.k``.s |
| 6b020 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 | amples.are.drawn...If.size.is.`` |
| 6b040 | 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 | None``.(default),.............a. |
| 6b060 | 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f | single.value.is.returned.if.``lo |
| 6b080 | 77 60 60 20 61 6e 64 20 60 60 68 69 67 68 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 | w``.and.``high``.are.both.scalar |
| 6b0a0 | 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 | s..............Otherwise,.``np.b |
| 6b0c0 | 72 6f 61 64 63 61 73 74 28 6c 6f 77 2c 20 68 69 67 68 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | roadcast(low,.high).size``.sampl |
| 6b0e0 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 6b100 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 6b120 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 6b140 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 6b160 | 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 | uniform.distribution...........S |
| 6b180 | 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | ee.Also.........--------........ |
| 6b1a0 | 20 69 6e 74 65 67 65 72 73 20 3a 20 44 69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 | .integers.:.Discrete.uniform.dis |
| 6b1c0 | 74 72 69 62 75 74 69 6f 6e 2c 20 79 69 65 6c 64 69 6e 67 20 69 6e 74 65 67 65 72 73 2e 0a 20 20 | tribution,.yielding.integers.... |
| 6b1e0 | 20 20 20 20 20 20 72 61 6e 64 6f 6d 20 3a 20 46 6c 6f 61 74 73 20 75 6e 69 66 6f 72 6d 6c 79 20 | ......random.:.Floats.uniformly. |
| 6b200 | 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65 72 20 60 60 5b 30 2c 20 31 29 60 60 2e 0a 0a 20 20 | distributed.over.``[0,.1)``..... |
| 6b220 | 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | ......Notes.........-----....... |
| 6b240 | 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 | ..The.probability.density.functi |
| 6b260 | 6f 6e 20 6f 66 20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 | on.of.the.uniform.distribution.i |
| 6b280 | 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 | s.............math::.p(x).=.\fra |
| 6b2a0 | 63 7b 31 7d 7b 62 20 2d 20 61 7d 0a 0a 20 20 20 20 20 20 20 20 61 6e 79 77 68 65 72 65 20 77 69 | c{1}{b.-.a}..........anywhere.wi |
| 6b2c0 | 74 68 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 60 60 5b 61 2c 20 62 29 60 60 2c 20 61 6e | thin.the.interval.``[a,.b)``,.an |
| 6b2e0 | 64 20 7a 65 72 6f 20 65 6c 73 65 77 68 65 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 | d.zero.elsewhere...........When. |
| 6b300 | 60 60 68 69 67 68 60 60 20 3d 3d 20 60 60 6c 6f 77 60 60 2c 20 76 61 6c 75 65 73 20 6f 66 20 60 | ``high``.==.``low``,.values.of.` |
| 6b320 | 60 6c 6f 77 60 60 20 77 69 6c 6c 20 62 65 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 | `low``.will.be.returned......... |
| 6b340 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 6b360 | 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 | ....Draw.samples.from.the.distri |
| 6b380 | 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 | bution:..........>>>.s.=.np.rand |
| 6b3a0 | 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 75 6e 69 66 6f 72 6d 28 2d 31 2c 30 2c 31 30 | om.default_rng().uniform(-1,0,10 |
| 6b3c0 | 30 30 29 0a 0a 20 20 20 20 20 20 20 20 41 6c 6c 20 76 61 6c 75 65 73 20 61 72 65 20 77 69 74 68 | 00)..........All.values.are.with |
| 6b3e0 | 69 6e 20 74 68 65 20 67 69 76 65 6e 20 69 6e 74 65 72 76 61 6c 3a 0a 0a 20 20 20 20 20 20 20 20 | in.the.given.interval:.......... |
| 6b400 | 3e 3e 3e 20 6e 70 2e 61 6c 6c 28 73 20 3e 3d 20 2d 31 29 0a 20 20 20 20 20 20 20 20 54 72 75 65 | >>>.np.all(s.>=.-1).........True |
| 6b420 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 61 6c 6c 28 73 20 3c 20 30 29 0a 20 20 20 20 20 | .........>>>.np.all(s.<.0)...... |
| 6b440 | 20 20 20 54 72 75 65 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 | ...True..........Display.the.his |
| 6b460 | 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 | togram.of.the.samples,.along.wit |
| 6b480 | 68 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 | h.the.........probability.densit |
| 6b4a0 | 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 | y.function:..........>>>.import. |
| 6b4c0 | 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 | matplotlib.pyplot.as.plt........ |
| 6b4e0 | 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e | .>>>.count,.bins,.ignored.=.plt. |
| 6b500 | 68 69 73 74 28 73 2c 20 31 35 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 | hist(s,.15,.density=True)....... |
| 6b520 | 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 6e 70 2e 6f 6e 65 73 5f 6c 69 6b | ..>>>.plt.plot(bins,.np.ones_lik |
| 6b540 | 65 28 62 69 6e 73 29 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 | e(bins),.linewidth=2,.color='r') |
| 6b560 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 | .........>>>.plt.show()......... |
| 6b580 | 20 00 00 00 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 20 28 6c 69 6e 65 20 | ........Generator.poisson.(line. |
| 6b5a0 | 33 30 32 37 29 00 00 00 63 68 65 63 6b 5f 76 61 6c 69 64 20 6d 75 73 74 20 65 71 75 61 6c 20 27 | 3027)...check_valid.must.equal.' |
| 6b5c0 | 77 61 72 6e 27 2c 20 27 72 61 69 73 65 27 2c 20 6f 72 20 27 69 67 6e 6f 72 65 27 00 00 00 00 00 | warn',.'raise',.or.'ignore'..... |
| 6b5e0 | 0a 20 20 20 20 20 20 20 20 64 69 72 69 63 68 6c 65 74 28 61 6c 70 68 61 2c 20 73 69 7a 65 3d 4e | .........dirichlet(alpha,.size=N |
| 6b600 | 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 | one)..........Draw.samples.from. |
| 6b620 | 74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | the.Dirichlet.distribution...... |
| 6b640 | 20 20 20 20 20 44 72 61 77 20 60 73 69 7a 65 60 20 73 61 6d 70 6c 65 73 20 6f 66 20 64 69 6d 65 | .....Draw.`size`.samples.of.dime |
| 6b660 | 6e 73 69 6f 6e 20 6b 20 66 72 6f 6d 20 61 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 | nsion.k.from.a.Dirichlet.distrib |
| 6b680 | 75 74 69 6f 6e 2e 20 41 0a 20 20 20 20 20 20 20 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 | ution..A.........Dirichlet-distr |
| 6b6a0 | 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 20 63 61 6e 20 62 65 20 73 65 | ibuted.random.variable.can.be.se |
| 6b6c0 | 65 6e 20 61 73 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 67 65 6e | en.as.a.multivariate.........gen |
| 6b6e0 | 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 61 20 42 65 74 61 20 64 69 73 74 72 69 62 75 74 69 | eralization.of.a.Beta.distributi |
| 6b700 | 6f 6e 2e 20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 | on..The.Dirichlet.distribution.. |
| 6b720 | 20 20 20 20 20 20 20 69 73 20 61 20 63 6f 6e 6a 75 67 61 74 65 20 70 72 69 6f 72 20 6f 66 20 61 | .......is.a.conjugate.prior.of.a |
| 6b740 | 20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 6e 20 42 61 79 | .multinomial.distribution.in.Bay |
| 6b760 | 65 73 69 61 6e 0a 20 20 20 20 20 20 20 20 69 6e 66 65 72 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 | esian.........inference......... |
| 6b780 | 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a | ..Parameters.........----------. |
| 6b7a0 | 20 20 20 20 20 20 20 20 61 6c 70 68 61 20 3a 20 73 65 71 75 65 6e 63 65 20 6f 66 20 66 6c 6f 61 | ........alpha.:.sequence.of.floa |
| 6b7c0 | 74 73 2c 20 6c 65 6e 67 74 68 20 6b 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 | ts,.length.k.............Paramet |
| 6b7e0 | 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6c 65 6e 67 74 68 20 60 | er.of.the.distribution.(length.` |
| 6b800 | 60 6b 60 60 20 66 6f 72 20 73 61 6d 70 6c 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 6c | `k``.for.sample.of.............l |
| 6b820 | 65 6e 67 74 68 20 60 60 6b 60 60 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 | ength.``k``)..........size.:.int |
| 6b840 | 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 | .or.tuple.of.ints,.optional..... |
| 6b860 | 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 | ........Output.shape...If.the.gi |
| 6b880 | 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 29 60 60 2c 20 | ven.shape.is,.e.g.,.``(m,.n)``,. |
| 6b8a0 | 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 | then.............``m.*.n.*.k``.s |
| 6b8c0 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f | amples.are.drawn...Default.is.No |
| 6b8e0 | 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ne,.in.which.case.a............. |
| 6b900 | 76 65 63 74 6f 72 20 6f 66 20 6c 65 6e 67 74 68 20 60 60 6b 60 60 20 69 73 20 72 65 74 75 72 6e | vector.of.length.``k``.is.return |
| 6b920 | 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | ed...........Returns.........--- |
| 6b940 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64 61 72 72 61 79 2c 0a | ----.........samples.:.ndarray,. |
| 6b960 | 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f | ............The.drawn.samples,.o |
| 6b980 | 66 20 73 68 61 70 65 20 60 60 28 73 69 7a 65 2c 20 6b 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 | f.shape.``(size,.k)``........... |
| 6b9a0 | 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 | Raises.........------.........Va |
| 6b9c0 | 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 79 20 76 61 6c 75 | lueError.............If.any.valu |
| 6b9e0 | 65 20 69 6e 20 60 60 61 6c 70 68 61 60 60 20 69 73 20 6c 65 73 73 20 74 68 61 6e 20 6f 72 20 65 | e.in.``alpha``.is.less.than.or.e |
| 6ba00 | 71 75 61 6c 20 74 6f 20 7a 65 72 6f 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | qual.to.zero..........Notes..... |
| 6ba20 | 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 | ....-----.........The.Dirichlet. |
| 6ba40 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f | distribution.is.a.distribution.o |
| 6ba60 | 76 65 72 20 76 65 63 74 6f 72 73 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 78 60 20 74 68 | ver.vectors.........:math:`x`.th |
| 6ba80 | 61 74 20 66 75 6c 66 69 6c 20 74 68 65 20 63 6f 6e 64 69 74 69 6f 6e 73 20 3a 6d 61 74 68 3a 60 | at.fulfil.the.conditions.:math:` |
| 6baa0 | 78 5f 69 3e 30 60 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 73 75 6d 5f 7b | x_i>0`.and.........:math:`\sum_{ |
| 6bac0 | 69 3d 31 7d 5e 6b 20 78 5f 69 20 3d 20 31 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 | i=1}^k.x_i.=.1`...........The.pr |
| 6bae0 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 3a 6d 61 74 68 | obability.density.function.:math |
| 6bb00 | 3a 60 70 60 20 6f 66 20 61 0a 20 20 20 20 20 20 20 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 | :`p`.of.a.........Dirichlet-dist |
| 6bb20 | 72 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 65 63 74 6f 72 20 3a 6d 61 74 68 3a 60 58 60 20 | ributed.random.vector.:math:`X`. |
| 6bb40 | 69 73 0a 20 20 20 20 20 20 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 6f 0a 0a 20 20 20 20 | is.........proportional.to...... |
| 6bb60 | 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 5c 70 72 6f 70 74 6f 20 5c 70 72 6f 64 | .......math::.p(x).\propto.\prod |
| 6bb80 | 5f 7b 69 3d 31 7d 5e 7b 6b 7d 7b 78 5e 7b 5c 61 6c 70 68 61 5f 69 2d 31 7d 5f 69 7d 2c 0a 0a 20 | _{i=1}^{k}{x^{\alpha_i-1}_i},... |
| 6bba0 | 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 61 6c 70 68 61 60 20 69 73 20 61 | .......where.:math:`\alpha`.is.a |
| 6bbc0 | 20 76 65 63 74 6f 72 20 63 6f 6e 74 61 69 6e 69 6e 67 20 74 68 65 20 70 6f 73 69 74 69 76 65 0a | .vector.containing.the.positive. |
| 6bbe0 | 20 20 20 20 20 20 20 20 63 6f 6e 63 65 6e 74 72 61 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 73 | ........concentration.parameters |
| 6bc00 | 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 | ...........The.method.uses.the.f |
| 6bc20 | 6f 6c 6c 6f 77 69 6e 67 20 70 72 6f 70 65 72 74 79 20 66 6f 72 20 63 6f 6d 70 75 74 61 74 69 6f | ollowing.property.for.computatio |
| 6bc40 | 6e 3a 20 6c 65 74 20 3a 6d 61 74 68 3a 60 59 60 0a 20 20 20 20 20 20 20 20 62 65 20 61 20 72 61 | n:.let.:math:`Y`.........be.a.ra |
| 6bc60 | 6e 64 6f 6d 20 76 65 63 74 6f 72 20 77 68 69 63 68 20 68 61 73 20 63 6f 6d 70 6f 6e 65 6e 74 73 | ndom.vector.which.has.components |
| 6bc80 | 20 74 68 61 74 20 66 6f 6c 6c 6f 77 20 61 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 0a 20 20 | .that.follow.a.standard.gamma... |
| 6bca0 | 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 74 68 65 6e 20 3a 6d 61 74 68 3a 60 | ......distribution,.then.:math:` |
| 6bcc0 | 58 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 75 6d 5f 7b 69 3d 31 7d 5e 6b 7b 59 5f 69 7d 7d 20 | X.=.\frac{1}{\sum_{i=1}^k{Y_i}}. |
| 6bce0 | 59 60 0a 20 20 20 20 20 20 20 20 69 73 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 69 62 75 | Y`.........is.Dirichlet-distribu |
| 6bd00 | 74 65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 | ted..........References......... |
| 6bd20 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 | ----------............[1].David. |
| 6bd40 | 4d 63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69 6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 | McKay,."Information.Theory,.Infe |
| 6bd60 | 72 65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | rence.and.Learning.............. |
| 6bd80 | 20 20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68 61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 | ..Algorithms,".chapter.23,...... |
| 6bda0 | 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f | ..........http://www.inference.o |
| 6bdc0 | 72 67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c 61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | rg.uk/mackay/itila/............[ |
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| 6be00 | 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 | ution",................https://e |
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| 6be60 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e | ......--------.........Taking.an |
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| 6c0c0 | 65 66 74 3d 73 5b 30 5d 2b 73 5b 31 5d 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 | eft=s[0]+s[1],.color='r')....... |
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| 6c240 | 00 00 00 00 00 00 00 00 5f 5f 70 79 78 5f 50 69 63 6b 6c 65 45 72 72 6f 72 00 00 00 50 43 47 36 | ........__pyx_PickleError...PCG6 |
| 6c260 | 34 00 00 00 00 00 00 00 6e 6f 72 6d 61 6c 69 7a 65 5f 61 78 69 73 5f 69 6e 64 65 78 00 00 00 00 | 4.......normalize_axis_index.... |
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| 6c4e0 | 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e | hape...If.the.given.shape.is,.e. |
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| 6c560 | 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 | lt),.............a.single.value. |
| 6c580 | 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 | is.returned.if.``loc``.and.``sca |
| 6c5a0 | 6c 65 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 | le``.are.both.scalars........... |
| 6c5c0 | 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 | ...Otherwise,.``np.broadcast(loc |
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| 6c660 | 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 69 73 74 69 63 20 64 69 | om.the.parameterized.logistic.di |
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| 6c820 | 20 4c 6f 67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 20 69 | .Logistic.distribution.is.used.i |
| 6c840 | 6e 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 70 72 6f 62 6c 65 6d 73 20 77 68 65 72 65 20 69 | n.Extreme.Value.problems.where.i |
| 6c860 | 74 0a 20 20 20 20 20 20 20 20 63 61 6e 20 61 63 74 20 61 73 20 61 20 6d 69 78 74 75 72 65 20 6f | t.........can.act.as.a.mixture.o |
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| 6c8c0 | 64 20 43 68 65 73 73 20 46 65 64 65 72 61 74 69 6f 6e 20 28 46 49 44 45 29 20 77 68 65 72 65 20 | d.Chess.Federation.(FIDE).where. |
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| 6c900 | 20 20 20 20 20 20 73 79 73 74 65 6d 2c 20 61 73 73 75 6d 69 6e 67 20 74 68 65 20 70 65 72 66 6f | ......system,.assuming.the.perfo |
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| 6c960 | 6f 6d 20 76 61 72 69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 | om.variable...........References |
| 6c980 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | .........----------............[ |
| 6c9a0 | 31 5d 20 52 65 69 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 20 4d 2e 20 28 32 | 1].Reiss,.R.-D..and.Thomas.M..(2 |
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| 6c9e0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 73 2c 20 66 72 | ..............Extreme.Values,.fr |
| 6ca00 | 6f 6d 20 49 6e 73 75 72 61 6e 63 65 2c 20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c 6f 67 79 | om.Insurance,.Finance,.Hydrology |
| 6ca20 | 20 61 6e 64 20 4f 74 68 65 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 69 65 6c 64 73 | .and.Other................Fields |
| 6ca40 | 2c 22 20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 | ,".Birkhauser.Verlag,.Basel,.pp. |
| 6ca60 | 31 33 32 2d 31 33 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 | 132-133.............[2].Weisstei |
| 6ca80 | 6e 2c 20 45 72 69 63 20 57 2e 20 22 4c 6f 67 69 73 74 69 63 20 44 69 73 74 72 69 62 75 74 69 6f | n,.Eric.W.."Logistic.Distributio |
| 6caa0 | 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c | n.".From................MathWorl |
| 6cac0 | 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 | d--A.Wolfram.Web.Resource....... |
| 6cae0 | 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 | ..........http://mathworld.wolfr |
| 6cb00 | 61 6d 2e 63 6f 6d 2f 4c 6f 67 69 73 74 69 63 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c | am.com/LogisticDistribution.html |
| 6cb20 | 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4c 6f 67 69 | ............[3].Wikipedia,."Logi |
| 6cb40 | 73 74 69 63 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | stic-distribution",............. |
| 6cb60 | 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 | ...https://en.wikipedia.org/wiki |
| 6cb80 | 2f 4c 6f 67 69 73 74 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 | /Logistic_distribution.......... |
| 6cba0 | 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | Examples.........--------....... |
| 6cbc0 | 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 | ..Draw.samples.from.the.distribu |
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| 6cca0 | 74 28 73 2c 20 62 69 6e 73 3d 35 30 29 0a 0a 20 20 20 20 20 20 20 20 23 20 20 20 70 6c 6f 74 20 | t(s,.bins=50)..........#...plot. |
| 6ccc0 | 61 67 61 69 6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 3e 3e | against.distribution..........>> |
| 6cce0 | 3e 20 64 65 66 20 6c 6f 67 69 73 74 28 78 2c 20 6c 6f 63 2c 20 73 63 61 6c 65 29 3a 0a 20 20 20 | >.def.logist(x,.loc,.scale):.... |
| 6cd00 | 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20 6e 70 2e 65 78 70 28 28 6c 6f 63 2d | .............return.np.exp((loc- |
| 6cd20 | 78 29 2f 73 63 61 6c 65 29 2f 28 73 63 61 6c 65 2a 28 31 2b 6e 70 2e 65 78 70 28 28 6c 6f 63 2d | x)/scale)/(scale*(1+np.exp((loc- |
| 6cd40 | 78 29 2f 73 63 61 6c 65 29 29 2a 2a 32 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 67 73 74 5f | x)/scale))**2).........>>>.lgst_ |
| 6cd60 | 76 61 6c 20 3d 20 6c 6f 67 69 73 74 28 62 69 6e 73 2c 20 6c 6f 63 2c 20 73 63 61 6c 65 29 0a 20 | val.=.logist(bins,.loc,.scale).. |
| 6cd80 | 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 6c 67 73 74 5f 76 | .......>>>.plt.plot(bins,.lgst_v |
| 6cda0 | 61 6c 20 2a 20 63 6f 75 6e 74 2e 6d 61 78 28 29 20 2f 20 6c 67 73 74 5f 76 61 6c 2e 6d 61 78 28 | al.*.count.max()./.lgst_val.max( |
| 6cdc0 | 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 | )).........>>>.plt.show()....... |
| 6cde0 | 20 20 20 00 75 69 6e 74 38 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 77 61 6c 64 28 6d 65 | ....uint8................wald(me |
| 6ce00 | 61 6e 2c 20 73 63 61 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 | an,.scale,.size=None)..........D |
| 6ce20 | 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 61 6c 64 2c 20 6f 72 20 69 6e 76 65 | raw.samples.from.a.Wald,.or.inve |
| 6ce40 | 72 73 65 20 47 61 75 73 73 69 61 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | rse.Gaussian,.distribution...... |
| 6ce60 | 20 20 20 20 20 41 73 20 74 68 65 20 73 63 61 6c 65 20 61 70 70 72 6f 61 63 68 65 73 20 69 6e 66 | .....As.the.scale.approaches.inf |
| 6ce80 | 69 6e 69 74 79 2c 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 62 65 63 6f 6d 65 73 20 | inity,.the.distribution.becomes. |
| 6cea0 | 6d 6f 72 65 20 6c 69 6b 65 20 61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 2e 20 53 6f | more.like.a.........Gaussian..So |
| 6cec0 | 6d 65 20 72 65 66 65 72 65 6e 63 65 73 20 63 6c 61 69 6d 20 74 68 61 74 20 74 68 65 20 57 61 6c | me.references.claim.that.the.Wal |
| 6cee0 | 64 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 | d.is.an.inverse.Gaussian........ |
| 6cf00 | 20 77 69 74 68 20 6d 65 61 6e 20 65 71 75 61 6c 20 74 6f 20 31 2c 20 62 75 74 20 74 68 69 73 20 | .with.mean.equal.to.1,.but.this. |
| 6cf20 | 69 73 20 62 79 20 6e 6f 20 6d 65 61 6e 73 20 75 6e 69 76 65 72 73 61 6c 2e 0a 0a 20 20 20 20 20 | is.by.no.means.universal........ |
| 6cf40 | 20 20 20 54 68 65 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 | ...The.inverse.Gaussian.distribu |
| 6cf60 | 74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 73 74 75 64 69 65 64 20 69 6e 20 72 65 6c 61 74 69 | tion.was.first.studied.in.relati |
| 6cf80 | 6f 6e 73 68 69 70 20 74 6f 0a 20 20 20 20 20 20 20 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f | onship.to.........Brownian.motio |
| 6cfa0 | 6e 2e 20 49 6e 20 31 39 35 36 20 4d 2e 43 2e 4b 2e 20 54 77 65 65 64 69 65 20 75 73 65 64 20 74 | n..In.1956.M.C.K..Tweedie.used.t |
| 6cfc0 | 68 65 20 6e 61 6d 65 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 | he.name.inverse.Gaussian........ |
| 6cfe0 | 20 62 65 63 61 75 73 65 20 74 68 65 72 65 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20 72 65 6c | .because.there.is.an.inverse.rel |
| 6d000 | 61 74 69 6f 6e 73 68 69 70 20 62 65 74 77 65 65 6e 20 74 68 65 20 74 69 6d 65 20 74 6f 20 63 6f | ationship.between.the.time.to.co |
| 6d020 | 76 65 72 20 61 0a 20 20 20 20 20 20 20 20 75 6e 69 74 20 64 69 73 74 61 6e 63 65 20 61 6e 64 20 | ver.a.........unit.distance.and. |
| 6d040 | 64 69 73 74 61 6e 63 65 20 63 6f 76 65 72 65 64 20 69 6e 20 75 6e 69 74 20 74 69 6d 65 2e 0a 0a | distance.covered.in.unit.time... |
| 6d060 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........Parameters.........----- |
| 6d080 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 | -----.........mean.:.float.or.ar |
| 6d0a0 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 | ray_like.of.floats.............D |
| 6d0c0 | 69 73 74 72 69 62 75 74 69 6f 6e 20 6d 65 61 6e 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 | istribution.mean,.must.be.>.0... |
| 6d0e0 | 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 | .......scale.:.float.or.array_li |
| 6d100 | 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 70 | ke.of.floats.............Scale.p |
| 6d120 | 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 | arameter,.must.be.>.0..........s |
| 6d140 | 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 | ize.:.int.or.tuple.of.ints,.opti |
| 6d160 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 | onal.............Output.shape... |
| 6d180 | 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 | If.the.given.shape.is,.e.g.,.``( |
| 6d1a0 | 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d | m,.n,.k)``,.then.............``m |
| 6d1c0 | 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 | .*.n.*.k``.samples.are.drawn...I |
| 6d1e0 | 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 | f.size.is.``None``.(default),... |
| 6d200 | 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 | ..........a.single.value.is.retu |
| 6d220 | 72 6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 | rned.if.``mean``.and.``scale``.a |
| 6d240 | 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 | re.both.scalars..............Oth |
| 6d260 | 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 63 61 | erwise,.``np.broadcast(mean,.sca |
| 6d280 | 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 | le).size``.samples.are.drawn.... |
| 6d2a0 | 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 | .......Returns.........-------.. |
| 6d2c0 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 | .......out.:.ndarray.or.scalar.. |
| 6d2e0 | 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | ...........Drawn.samples.from.th |
| 6d300 | 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 6f | e.parameterized.Wald.distributio |
| 6d320 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a | n...........Notes.........-----. |
| 6d340 | 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 | ........The.probability.density. |
| 6d360 | 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 | function.for.the.Wald.distributi |
| 6d380 | 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 6d 65 61 | on.is.............math::.P(x;mea |
| 6d3a0 | 6e 2c 73 63 61 6c 65 29 20 3d 20 5c 73 71 72 74 7b 5c 66 72 61 63 7b 73 63 61 6c 65 7d 7b 32 5c | n,scale).=.\sqrt{\frac{scale}{2\ |
| 6d3c0 | 70 69 20 78 5e 33 7d 7d 65 5e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | pi.x^3}}e^...................... |
| 6d3e0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 2d 73 63 61 6c 65 28 78 2d 6d 65 | ...............\frac{-scale(x-me |
| 6d400 | 61 6e 29 5e 32 7d 7b 32 5c 63 64 6f 74 70 20 6d 65 61 6e 5e 32 78 7d 0a 0a 20 20 20 20 20 20 20 | an)^2}{2\cdotp.mean^2x}......... |
| 6d420 | 20 41 73 20 6e 6f 74 65 64 20 61 62 6f 76 65 20 74 68 65 20 69 6e 76 65 72 73 65 20 47 61 75 73 | .As.noted.above.the.inverse.Gaus |
| 6d440 | 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 66 69 72 73 74 20 61 72 69 73 65 0a 20 20 | sian.distribution.first.arise... |
| 6d460 | 20 20 20 20 20 20 66 72 6f 6d 20 61 74 74 65 6d 70 74 73 20 74 6f 20 6d 6f 64 65 6c 20 42 72 6f | ......from.attempts.to.model.Bro |
| 6d480 | 77 6e 69 61 6e 20 6d 6f 74 69 6f 6e 2e 20 49 74 20 69 73 20 61 6c 73 6f 20 61 0a 20 20 20 20 20 | wnian.motion..It.is.also.a...... |
| 6d4a0 | 20 20 20 63 6f 6d 70 65 74 69 74 6f 72 20 74 6f 20 74 68 65 20 57 65 69 62 75 6c 6c 20 66 6f 72 | ...competitor.to.the.Weibull.for |
| 6d4c0 | 20 75 73 65 20 69 6e 20 72 65 6c 69 61 62 69 6c 69 74 79 20 6d 6f 64 65 6c 69 6e 67 20 61 6e 64 | .use.in.reliability.modeling.and |
| 6d4e0 | 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 6c 69 6e 67 20 73 74 6f 63 6b 20 72 65 74 75 72 6e 73 20 | .........modeling.stock.returns. |
| 6d500 | 61 6e 64 20 69 6e 74 65 72 65 73 74 20 72 61 74 65 20 70 72 6f 63 65 73 73 65 73 2e 0a 0a 20 20 | and.interest.rate.processes..... |
| 6d520 | 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......References.........------- |
| 6d540 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e 20 57 65 62 73 | ---............[1].Brighton.Webs |
| 6d560 | 20 4c 74 64 2e 2c 20 57 61 6c 64 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 | .Ltd.,.Wald.Distribution,....... |
| 6d580 | 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f 72 67 | .........https://web.archive.org |
| 6d5a0 | 2f 77 65 62 2f 32 30 30 39 30 34 32 33 30 31 34 30 31 30 2f 68 74 74 70 3a 2f 2f 77 77 77 2e 62 | /web/20090423014010/http://www.b |
| 6d5c0 | 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 | righton-webs.co.uk:80/distributi |
| 6d5e0 | 6f 6e 73 2f 77 61 6c 64 2e 61 73 70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 43 68 68 69 | ons/wald.asp............[2].Chhi |
| 6d600 | 6b 61 72 61 2c 20 52 61 6a 20 53 2e 2c 20 61 6e 64 20 46 6f 6c 6b 73 2c 20 4a 2e 20 4c 65 72 6f | kara,.Raj.S.,.and.Folks,.J..Lero |
| 6d620 | 79 2c 20 22 54 68 65 20 49 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 | y,."The.Inverse.Gaussian........ |
| 6d640 | 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 3a 20 54 68 65 6f 72 79 20 3a 20 4d | ........Distribution:.Theory.:.M |
| 6d660 | 65 74 68 6f 64 6f 6c 6f 67 79 2c 20 61 6e 64 20 41 70 70 6c 69 63 61 74 69 6f 6e 73 22 2c 20 43 | ethodology,.and.Applications",.C |
| 6d680 | 52 43 20 50 72 65 73 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 38 38 2e 0a 20 | RC.Press,................1988... |
| 6d6a0 | 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 49 6e 76 65 72 73 | ..........[3].Wikipedia,."Invers |
| 6d6c0 | 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 | e.Gaussian.distribution"........ |
| 6d6e0 | 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 | ........https://en.wikipedia.org |
| 6d700 | 2f 77 69 6b 69 2f 49 6e 76 65 72 73 65 5f 47 61 75 73 73 69 61 6e 5f 64 69 73 74 72 69 62 75 74 | /wiki/Inverse_Gaussian_distribut |
| 6d720 | 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d | ion..........Examples.........-- |
| 6d740 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 | ------.........Draw.values.from. |
| 6d760 | 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69 | the.distribution.and.plot.the.hi |
| 6d780 | 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 | stogram:..........>>>.import.mat |
| 6d7a0 | 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e | plotlib.pyplot.as.plt.........>> |
| 6d7c0 | 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 | >.h.=.plt.hist(np.random.default |
| 6d7e0 | 5f 72 6e 67 28 29 2e 77 61 6c 64 28 33 2c 20 32 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d | _rng().wald(3,.2,.100000),.bins= |
| 6d800 | 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 | 200,.density=True).........>>>.p |
| 6d820 | 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 47 65 6e 65 72 61 74 6f | lt.show()...............Generato |
| 6d840 | 72 2e 6c 6f 67 6e 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 32 34 35 38 29 00 54 79 70 65 45 72 72 6f | r.lognormal.(line.2458).TypeErro |
| 6d860 | 72 00 00 00 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 72 61 6e 64 6f 6d 20 28 6c 69 6e 65 20 32 | r.......Generator.random.(line.2 |
| 6d880 | 33 35 29 00 73 69 64 65 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 28 | 35).side.................random( |
| 6d8a0 | 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6f 75 74 | size=None,.dtype=np.float64,.out |
| 6d8c0 | 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 66 6c | =None)..........Return.random.fl |
| 6d8e0 | 6f 61 74 73 20 69 6e 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e 20 69 6e 74 65 72 76 61 6c 20 5b | oats.in.the.half-open.interval.[ |
| 6d900 | 30 2e 30 2c 20 31 2e 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 73 75 6c 74 73 20 61 72 65 20 | 0.0,.1.0)...........Results.are. |
| 6d920 | 66 72 6f 6d 20 74 68 65 20 22 63 6f 6e 74 69 6e 75 6f 75 73 20 75 6e 69 66 6f 72 6d 22 20 64 69 | from.the."continuous.uniform".di |
| 6d940 | 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 74 68 65 0a 20 20 20 20 20 20 20 20 73 74 61 74 | stribution.over.the.........stat |
| 6d960 | 65 64 20 69 6e 74 65 72 76 61 6c 2e 20 20 54 6f 20 73 61 6d 70 6c 65 20 3a 6d 61 74 68 3a 60 55 | ed.interval...To.sample.:math:`U |
| 6d980 | 6e 69 66 5b 61 2c 20 62 29 2c 20 62 20 3e 20 61 60 20 6d 75 6c 74 69 70 6c 79 0a 20 20 20 20 20 | nif[a,.b),.b.>.a`.multiply...... |
| 6d9a0 | 20 20 20 74 68 65 20 6f 75 74 70 75 74 20 6f 66 20 60 72 61 6e 64 6f 6d 60 20 62 79 20 60 28 62 | ...the.output.of.`random`.by.`(b |
| 6d9c0 | 2d 61 29 60 20 61 6e 64 20 61 64 64 20 60 61 60 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 28 62 | -a)`.and.add.`a`::............(b |
| 6d9e0 | 20 2d 20 61 29 20 2a 20 72 61 6e 64 6f 6d 28 29 20 2b 20 61 0a 0a 20 20 20 20 20 20 20 20 50 61 | .-.a).*.random().+.a..........Pa |
| 6da00 | 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | rameters.........----------..... |
| 6da20 | 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c | ....size.:.int.or.tuple.of.ints, |
| 6da40 | 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 | .optional.............Output.sha |
| 6da60 | 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e | pe...If.the.given.shape.is,.e.g. |
| 6da80 | 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 | ,.``(m,.n,.k)``,.then........... |
| 6daa0 | 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 | ..``m.*.n.*.k``.samples.are.draw |
| 6dac0 | 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 | n...Default.is.None,.in.which.ca |
| 6dae0 | 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 | se.a.............single.value.is |
| 6db00 | 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 | .returned..........dtype.:.dtype |
| 6db20 | 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 64 20 64 | ,.optional.............Desired.d |
| 6db40 | 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2c 20 6f 6e 6c 79 20 60 66 6c 6f 61 74 36 | type.of.the.result,.only.`float6 |
| 6db60 | 34 60 20 61 6e 64 20 60 66 6c 6f 61 74 33 32 60 20 61 72 65 20 73 75 70 70 6f 72 74 65 64 2e 0a | 4`.and.`float32`.are.supported.. |
| 6db80 | 20 20 20 20 20 20 20 20 20 20 20 20 42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 6e 61 | ............Byteorder.must.be.na |
| 6dba0 | 74 69 76 65 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e 66 6c | tive..The.default.value.is.np.fl |
| 6dbc0 | 6f 61 74 36 34 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 | oat64..........out.:.ndarray,.op |
| 6dbe0 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 6c 74 65 72 6e 61 74 69 76 65 20 6f | tional.............Alternative.o |
| 6dc00 | 75 74 70 75 74 20 61 72 72 61 79 20 69 6e 20 77 68 69 63 68 20 74 6f 20 70 6c 61 63 65 20 74 68 | utput.array.in.which.to.place.th |
| 6dc20 | 65 20 72 65 73 75 6c 74 2e 20 49 66 20 73 69 7a 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 0a 20 | e.result..If.size.is.not.None,.. |
| 6dc40 | 20 20 20 20 20 20 20 20 20 20 20 69 74 20 6d 75 73 74 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 | ...........it.must.have.the.same |
| 6dc60 | 20 73 68 61 70 65 20 61 73 20 74 68 65 20 70 72 6f 76 69 64 65 64 20 73 69 7a 65 20 61 6e 64 20 | .shape.as.the.provided.size.and. |
| 6dc80 | 6d 75 73 74 20 6d 61 74 63 68 20 74 68 65 20 74 79 70 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 | must.match.the.type.of.......... |
| 6dca0 | 20 20 20 74 68 65 20 6f 75 74 70 75 74 20 76 61 6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 | ...the.output.values...........R |
| 6dcc0 | 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f | eturns.........-------.........o |
| 6dce0 | 75 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 6e 64 61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 73 0a | ut.:.float.or.ndarray.of.floats. |
| 6dd00 | 20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61 79 20 6f 66 20 72 61 6e 64 6f 6d 20 66 6c 6f 61 | ............Array.of.random.floa |
| 6dd20 | 74 73 20 6f 66 20 73 68 61 70 65 20 60 73 69 7a 65 60 20 28 75 6e 6c 65 73 73 20 60 60 73 69 7a | ts.of.shape.`size`.(unless.``siz |
| 6dd40 | 65 3d 4e 6f 6e 65 60 60 2c 20 69 6e 20 77 68 69 63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 | e=None``,.in.which.............c |
| 6dd60 | 61 73 65 20 61 20 73 69 6e 67 6c 65 20 66 6c 6f 61 74 20 69 73 20 72 65 74 75 72 6e 65 64 29 2e | ase.a.single.float.is.returned). |
| 6dd80 | 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ..........Examples.........----- |
| 6dda0 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e | ---.........>>>.rng.=.np.random. |
| 6ddc0 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 72 61 | default_rng().........>>>.rng.ra |
| 6dde0 | 6e 64 6f 6d 28 29 0a 20 20 20 20 20 20 20 20 30 2e 34 37 31 30 38 35 34 37 39 39 35 33 35 36 30 | ndom().........0.471085479953560 |
| 6de00 | 39 38 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 74 79 70 65 28 72 6e 67 | 98.#.random.........>>>.type(rng |
| 6de20 | 2e 72 61 6e 64 6f 6d 28 29 29 0a 20 20 20 20 20 20 20 20 3c 63 6c 61 73 73 20 27 66 6c 6f 61 74 | .random()).........<class.'float |
| 6de40 | 27 3e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 28 35 2c 29 29 0a | '>.........>>>.rng.random((5,)). |
| 6de60 | 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 30 2e 33 30 32 32 30 34 38 32 2c 20 20 30 2e 38 | ........array([.0.30220482,..0.8 |
| 6de80 | 36 38 32 30 34 30 31 2c 20 20 30 2e 31 36 35 34 35 30 33 20 2c 20 20 30 2e 31 31 36 35 39 31 34 | 6820401,..0.1654503.,..0.1165914 |
| 6dea0 | 39 2c 20 20 30 2e 35 34 33 32 33 34 32 38 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 | 9,..0.54323428]).#.random....... |
| 6dec0 | 20 20 20 54 68 72 65 65 2d 62 79 2d 74 77 6f 20 61 72 72 61 79 20 6f 66 20 72 61 6e 64 6f 6d 20 | ...Three-by-two.array.of.random. |
| 6dee0 | 6e 75 6d 62 65 72 73 20 66 72 6f 6d 20 5b 2d 35 2c 20 30 29 3a 0a 0a 20 20 20 20 20 20 20 20 3e | numbers.from.[-5,.0):..........> |
| 6df00 | 3e 3e 20 35 20 2a 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 28 33 2c 20 32 29 29 20 2d 20 35 0a 20 20 | >>.5.*.rng.random((3,.2)).-.5... |
| 6df20 | 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 33 2e 39 39 31 34 39 39 38 39 2c 20 2d 30 2e 35 32 | ......array([[-3.99149989,.-0.52 |
| 6df40 | 33 33 38 39 38 34 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | 338984],.#.random............... |
| 6df60 | 20 5b 2d 32 2e 39 39 30 39 31 38 35 38 2c 20 2d 30 2e 37 39 34 37 39 35 30 38 5d 2c 0a 20 20 20 | .[-2.99091858,.-0.79479508],.... |
| 6df80 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 31 2e 32 33 32 30 34 33 34 35 2c 20 2d 31 2e 37 35 32 | ............[-1.23204345,.-1.752 |
| 6dfa0 | 32 34 34 39 34 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 4e 6f 74 49 6d 70 6c 65 | 24494]])................NotImple |
| 6dfc0 | 6d 65 6e 74 65 64 45 72 72 6f 72 00 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 76 6f 6e 6d 69 73 | mentedError.....Generator.vonmis |
| 6dfe0 | 65 73 20 28 6c 69 6e 65 20 31 37 39 33 29 00 00 55 6e 73 75 70 70 6f 72 74 65 64 20 64 74 79 70 | es.(line.1793)..Unsupported.dtyp |
| 6e000 | 65 20 25 72 20 66 6f 72 20 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 | e.%r.for.standard_exponential... |
| 6e020 | 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 20 28 6c 69 6e | Generator.negative_binomial.(lin |
| 6e040 | 65 20 32 39 35 31 29 00 6c 65 66 74 20 3d 3d 20 72 69 67 68 74 00 00 00 6e 73 61 6d 70 6c 65 20 | e.2951).left.==.right...nsample. |
| 6e060 | 6d 75 73 74 20 62 65 20 61 6e 20 69 6e 74 65 67 65 72 00 00 00 00 00 00 63 6f 76 20 6d 75 73 74 | must.be.an.integer......cov.must |
| 6e080 | 20 62 65 20 32 20 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 6e 64 20 73 71 75 61 72 65 00 00 00 00 | .be.2.dimensional.and.square.... |
| 6e0a0 | 66 6c 6f 61 74 33 32 00 5f 5f 65 78 69 74 5f 5f 00 00 00 00 73 74 61 74 65 00 00 00 00 00 00 00 | float32.__exit__....state....... |
| 6e0c0 | 73 68 75 66 66 6c 65 00 70 72 6f 64 00 00 00 00 49 6e 76 61 6c 69 64 20 6d 6f 64 65 2c 20 65 78 | shuffle.prod....Invalid.mode,.ex |
| 6e0e0 | 70 65 63 74 65 64 20 27 63 27 20 6f 72 20 27 66 6f 72 74 72 61 6e 27 2c 20 67 6f 74 20 25 73 00 | pected.'c'.or.'fortran',.got.%s. |
| 6e100 | 5f 70 69 63 6b 6c 65 00 77 61 72 6e 00 00 00 00 49 6e 63 6f 6d 70 61 74 69 62 6c 65 20 63 68 65 | _pickle.warn....Incompatible.che |
| 6e120 | 63 6b 73 75 6d 73 20 28 30 78 25 78 20 76 73 20 28 30 78 62 30 36 38 39 33 31 2c 20 30 78 38 32 | cksums.(0x%x.vs.(0xb068931,.0x82 |
| 6e140 | 61 33 35 33 37 2c 20 30 78 36 61 65 39 39 39 35 29 20 3d 20 28 6e 61 6d 65 29 29 00 00 00 00 00 | a3537,.0x6ae9995).=.(name))..... |
| 6e160 | 6e 75 6d 70 79 2e 63 6f 72 65 2e 6d 75 6c 74 69 61 72 72 61 79 20 66 61 69 6c 65 64 20 74 6f 20 | numpy.core.multiarray.failed.to. |
| 6e180 | 69 6d 70 6f 72 74 00 00 6e 6f 20 64 65 66 61 75 6c 74 20 5f 5f 72 65 64 75 63 65 5f 5f 20 64 75 | import..no.default.__reduce__.du |
| 6e1a0 | 65 20 74 6f 20 6e 6f 6e 2d 74 72 69 76 69 61 6c 20 5f 5f 63 69 6e 69 74 5f 5f 00 00 00 00 00 00 | e.to.non-trivial.__cinit__...... |
| 6e1c0 | 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 | .........multivariate_hypergeome |
| 6e1e0 | 74 72 69 63 28 63 6f 6c 6f 72 73 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c | tric(colors,.nsample,.size=None, |
| 6e200 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ................................ |
| 6e220 | 20 20 20 20 20 6d 65 74 68 6f 64 3d 27 6d 61 72 67 69 6e 61 6c 73 27 29 0a 0a 20 20 20 20 20 20 | .....method='marginals')........ |
| 6e240 | 20 20 47 65 6e 65 72 61 74 65 20 76 61 72 69 61 74 65 73 20 66 72 6f 6d 20 61 20 6d 75 6c 74 69 | ..Generate.variates.from.a.multi |
| 6e260 | 76 61 72 69 61 74 65 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 | variate.hypergeometric.distribut |
| 6e280 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 75 6c 74 69 76 61 72 69 61 74 65 20 68 | ion...........The.multivariate.h |
| 6e2a0 | 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 | ypergeometric.distribution.is.a. |
| 6e2c0 | 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 66 20 74 68 65 20 68 79 | generalization.........of.the.hy |
| 6e2e0 | 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 | pergeometric.distribution....... |
| 6e300 | 20 20 20 20 43 68 6f 6f 73 65 20 60 60 6e 73 61 6d 70 6c 65 60 60 20 69 74 65 6d 73 20 61 74 20 | ....Choose.``nsample``.items.at. |
| 6e320 | 72 61 6e 64 6f 6d 20 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 20 66 72 6f 6d 20 | random.without.replacement.from. |
| 6e340 | 61 0a 20 20 20 20 20 20 20 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 77 69 74 68 20 60 60 4e 60 60 20 | a.........collection.with.``N``. |
| 6e360 | 64 69 73 74 69 6e 63 74 20 74 79 70 65 73 2e 20 20 60 60 4e 60 60 20 69 73 20 74 68 65 20 6c 65 | distinct.types...``N``.is.the.le |
| 6e380 | 6e 67 74 68 20 6f 66 0a 20 20 20 20 20 20 20 20 60 60 63 6f 6c 6f 72 73 60 60 2c 20 61 6e 64 20 | ngth.of.........``colors``,.and. |
| 6e3a0 | 74 68 65 20 76 61 6c 75 65 73 20 69 6e 20 60 60 63 6f 6c 6f 72 73 60 60 20 61 72 65 20 74 68 65 | the.values.in.``colors``.are.the |
| 6e3c0 | 20 6e 75 6d 62 65 72 20 6f 66 20 6f 63 63 75 72 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 6f | .number.of.occurrences.........o |
| 6e3e0 | 66 20 74 68 61 74 20 74 79 70 65 20 69 6e 20 74 68 65 20 63 6f 6c 6c 65 63 74 69 6f 6e 2e 20 20 | f.that.type.in.the.collection... |
| 6e400 | 54 68 65 20 74 6f 74 61 6c 20 6e 75 6d 62 65 72 20 6f 66 20 69 74 65 6d 73 20 69 6e 20 74 68 65 | The.total.number.of.items.in.the |
| 6e420 | 0a 20 20 20 20 20 20 20 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 69 73 20 60 60 73 75 6d 28 63 6f 6c | .........collection.is.``sum(col |
| 6e440 | 6f 72 73 29 60 60 2e 20 20 45 61 63 68 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 67 65 6e | ors)``...Each.random.variate.gen |
| 6e460 | 65 72 61 74 65 64 20 62 79 20 74 68 69 73 0a 20 20 20 20 20 20 20 20 66 75 6e 63 74 69 6f 6e 20 | erated.by.this.........function. |
| 6e480 | 69 73 20 61 20 76 65 63 74 6f 72 20 6f 66 20 6c 65 6e 67 74 68 20 60 60 4e 60 60 20 68 6f 6c 64 | is.a.vector.of.length.``N``.hold |
| 6e4a0 | 69 6e 67 20 74 68 65 20 63 6f 75 6e 74 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 64 69 | ing.the.counts.of.the.........di |
| 6e4c0 | 66 66 65 72 65 6e 74 20 74 79 70 65 73 20 74 68 61 74 20 6f 63 63 75 72 72 65 64 20 69 6e 20 74 | fferent.types.that.occurred.in.t |
| 6e4e0 | 68 65 20 60 60 6e 73 61 6d 70 6c 65 60 60 20 69 74 65 6d 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 | he.``nsample``.items...........T |
| 6e500 | 68 65 20 6e 61 6d 65 20 60 60 63 6f 6c 6f 72 73 60 60 20 63 6f 6d 65 73 20 66 72 6f 6d 20 61 20 | he.name.``colors``.comes.from.a. |
| 6e520 | 63 6f 6d 6d 6f 6e 20 64 65 73 63 72 69 70 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 | common.description.of.the....... |
| 6e540 | 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 20 69 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 | ..distribution:.it.is.the.probab |
| 6e560 | 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 | ility.distribution.of.the.number |
| 6e580 | 20 6f 66 0a 20 20 20 20 20 20 20 20 6d 61 72 62 6c 65 73 20 6f 66 20 65 61 63 68 20 63 6f 6c 6f | .of.........marbles.of.each.colo |
| 6e5a0 | 72 20 73 65 6c 65 63 74 65 64 20 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 20 66 | r.selected.without.replacement.f |
| 6e5c0 | 72 6f 6d 20 61 6e 20 75 72 6e 0a 20 20 20 20 20 20 20 20 63 6f 6e 74 61 69 6e 69 6e 67 20 6d 61 | rom.an.urn.........containing.ma |
| 6e5e0 | 72 62 6c 65 73 20 6f 66 20 64 69 66 66 65 72 65 6e 74 20 63 6f 6c 6f 72 73 3b 20 60 60 63 6f 6c | rbles.of.different.colors;.``col |
| 6e600 | 6f 72 73 5b 69 5d 60 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 0a 20 20 20 20 20 20 20 20 6f | ors[i]``.is.the.number.........o |
| 6e620 | 66 20 6d 61 72 62 6c 65 73 20 69 6e 20 74 68 65 20 75 72 6e 20 77 69 74 68 20 63 6f 6c 6f 72 20 | f.marbles.in.the.urn.with.color. |
| 6e640 | 60 60 69 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | ``i``...........Parameters...... |
| 6e660 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 63 6f 6c 6f 72 73 20 3a 20 73 | ...----------.........colors.:.s |
| 6e680 | 65 71 75 65 6e 63 65 20 6f 66 20 69 6e 74 65 67 65 72 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | equence.of.integers............. |
| 6e6a0 | 54 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 65 61 63 68 20 74 79 70 65 20 6f 66 20 69 74 65 6d 20 | The.number.of.each.type.of.item. |
| 6e6c0 | 69 6e 20 74 68 65 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 66 72 6f 6d 20 77 68 69 63 68 0a 20 20 20 | in.the.collection.from.which.... |
| 6e6e0 | 20 20 20 20 20 20 20 20 20 61 20 73 61 6d 70 6c 65 20 69 73 20 64 72 61 77 6e 2e 20 20 54 68 65 | .........a.sample.is.drawn...The |
| 6e700 | 20 76 61 6c 75 65 73 20 69 6e 20 60 60 63 6f 6c 6f 72 73 60 60 20 6d 75 73 74 20 62 65 20 6e 6f | .values.in.``colors``.must.be.no |
| 6e720 | 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 6f 20 61 76 6f 69 64 20 | nnegative..............To.avoid. |
| 6e740 | 6c 6f 73 73 20 6f 66 20 70 72 65 63 69 73 69 6f 6e 20 69 6e 20 74 68 65 20 61 6c 67 6f 72 69 74 | loss.of.precision.in.the.algorit |
| 6e760 | 68 6d 2c 20 60 60 73 75 6d 28 63 6f 6c 6f 72 73 29 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 | hm,.``sum(colors)``............. |
| 6e780 | 6d 75 73 74 20 62 65 20 6c 65 73 73 20 74 68 61 6e 20 60 60 31 30 2a 2a 39 60 60 20 77 68 65 6e | must.be.less.than.``10**9``.when |
| 6e7a0 | 20 60 6d 65 74 68 6f 64 60 20 69 73 20 22 6d 61 72 67 69 6e 61 6c 73 22 2e 0a 20 20 20 20 20 20 | .`method`.is."marginals"........ |
| 6e7c0 | 20 20 6e 73 61 6d 70 6c 65 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 | ..nsample.:.int.............The. |
| 6e7e0 | 6e 75 6d 62 65 72 20 6f 66 20 69 74 65 6d 73 20 73 65 6c 65 63 74 65 64 2e 20 20 60 60 6e 73 61 | number.of.items.selected...``nsa |
| 6e800 | 6d 70 6c 65 60 60 20 6d 75 73 74 20 6e 6f 74 20 62 65 20 67 72 65 61 74 65 72 0a 20 20 20 20 20 | mple``.must.not.be.greater...... |
| 6e820 | 20 20 20 20 20 20 20 74 68 61 6e 20 60 60 73 75 6d 28 63 6f 6c 6f 72 73 29 60 60 2e 0a 20 20 20 | .......than.``sum(colors)``..... |
| 6e840 | 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 | .....size.:.int.or.tuple.of.ints |
| 6e860 | 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 6e 75 6d 62 65 | ,.optional.............The.numbe |
| 6e880 | 72 20 6f 66 20 76 61 72 69 61 74 65 73 20 74 6f 20 67 65 6e 65 72 61 74 65 2c 20 65 69 74 68 65 | r.of.variates.to.generate,.eithe |
| 6e8a0 | 72 20 61 6e 20 69 6e 74 65 67 65 72 20 6f 72 20 61 20 74 75 70 6c 65 0a 20 20 20 20 20 20 20 20 | r.an.integer.or.a.tuple......... |
| 6e8c0 | 20 20 20 20 68 6f 6c 64 69 6e 67 20 74 68 65 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 61 72 72 | ....holding.the.shape.of.the.arr |
| 6e8e0 | 61 79 20 6f 66 20 76 61 72 69 61 74 65 73 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 69 | ay.of.variates...If.the.given.si |
| 6e900 | 7a 65 20 69 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 2e 67 2e 2c 20 60 60 28 6b 2c 20 6d | ze.is,.............e.g.,.``(k,.m |
| 6e920 | 29 60 60 2c 20 74 68 65 6e 20 60 60 6b 20 2a 20 6d 60 60 20 76 61 72 69 61 74 65 73 20 61 72 65 | )``,.then.``k.*.m``.variates.are |
| 6e940 | 20 64 72 61 77 6e 2c 20 77 68 65 72 65 20 6f 6e 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 | .drawn,.where.one.............va |
| 6e960 | 72 69 61 74 65 20 69 73 20 61 20 76 65 63 74 6f 72 20 6f 66 20 6c 65 6e 67 74 68 20 60 60 6c 65 | riate.is.a.vector.of.length.``le |
| 6e980 | 6e 28 63 6f 6c 6f 72 73 29 60 60 2c 20 61 6e 64 20 74 68 65 20 72 65 74 75 72 6e 20 76 61 6c 75 | n(colors)``,.and.the.return.valu |
| 6e9a0 | 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 68 61 73 20 73 68 61 70 65 20 60 60 28 6b 2c 20 6d 2c | e.............has.shape.``(k,.m, |
| 6e9c0 | 20 6c 65 6e 28 63 6f 6c 6f 72 73 29 29 60 60 2e 20 20 49 66 20 60 73 69 7a 65 60 20 69 73 20 61 | .len(colors))``...If.`size`.is.a |
| 6e9e0 | 6e 20 69 6e 74 65 67 65 72 2c 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 75 74 70 75 | n.integer,.the.............outpu |
| 6ea00 | 74 20 68 61 73 20 73 68 61 70 65 20 60 60 28 73 69 7a 65 2c 20 6c 65 6e 28 63 6f 6c 6f 72 73 29 | t.has.shape.``(size,.len(colors) |
| 6ea20 | 29 60 60 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 0a 20 20 20 20 20 20 | )``...Default.is.None,.in....... |
| 6ea40 | 20 20 20 20 20 20 77 68 69 63 68 20 63 61 73 65 20 61 20 73 69 6e 67 6c 65 20 76 61 72 69 61 74 | ......which.case.a.single.variat |
| 6ea60 | 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 61 73 20 61 6e 20 61 72 72 61 79 20 77 69 74 68 20 73 | e.is.returned.as.an.array.with.s |
| 6ea80 | 68 61 70 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 28 6c 65 6e 28 63 6f 6c 6f 72 73 29 2c | hape.............``(len(colors), |
| 6eaa0 | 29 60 60 2e 0a 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 73 74 72 69 6e 67 2c 20 6f 70 | )``..........method.:.string,.op |
| 6eac0 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 70 65 63 69 66 79 20 74 68 65 20 61 | tional.............Specify.the.a |
| 6eae0 | 6c 67 6f 72 69 74 68 6d 20 74 68 61 74 20 69 73 20 75 73 65 64 20 74 6f 20 67 65 6e 65 72 61 74 | lgorithm.that.is.used.to.generat |
| 6eb00 | 65 20 74 68 65 20 76 61 72 69 61 74 65 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 75 73 74 | e.the.variates..............Must |
| 6eb20 | 20 62 65 20 27 63 6f 75 6e 74 27 20 6f 72 20 27 6d 61 72 67 69 6e 61 6c 73 27 20 28 74 68 65 20 | .be.'count'.or.'marginals'.(the. |
| 6eb40 | 64 65 66 61 75 6c 74 29 2e 20 20 53 65 65 20 74 68 65 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 | default)...See.the.Notes........ |
| 6eb60 | 20 20 20 20 20 66 6f 72 20 61 20 64 65 73 63 72 69 70 74 69 6f 6e 20 6f 66 20 74 68 65 20 6d 65 | .....for.a.description.of.the.me |
| 6eb80 | 74 68 6f 64 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 | thods...........Returns......... |
| 6eba0 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 73 20 3a 20 6e 64 61 72 72 | -------.........variates.:.ndarr |
| 6ebc0 | 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61 79 20 6f 66 20 76 61 72 69 61 74 65 73 | ay.............Array.of.variates |
| 6ebe0 | 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76 61 72 69 61 74 65 20 68 79 70 | .drawn.from.the.multivariate.hyp |
| 6ec00 | 65 72 67 65 6f 6d 65 74 72 69 63 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 | ergeometric.............distribu |
| 6ec20 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 | tion...........See.Also......... |
| 6ec40 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 | --------.........hypergeometric. |
| 6ec60 | 3a 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 28 75 6e 69 76 61 72 69 | :.Draw.samples.from.the.(univari |
| 6ec80 | 61 74 65 29 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ate).hypergeometric............. |
| 6eca0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 | distribution...........Notes.... |
| 6ecc0 | 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 77 6f 20 6d 65 74 68 6f | .....-----.........The.two.metho |
| 6ece0 | 64 73 20 64 6f 20 6e 6f 74 20 72 65 74 75 72 6e 20 74 68 65 20 73 61 6d 65 20 73 65 71 75 65 6e | ds.do.not.return.the.same.sequen |
| 6ed00 | 63 65 20 6f 66 20 76 61 72 69 61 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 22 63 6f | ce.of.variates...........The."co |
| 6ed20 | 75 6e 74 22 20 61 6c 67 6f 72 69 74 68 6d 20 69 73 20 72 6f 75 67 68 6c 79 20 65 71 75 69 76 61 | unt".algorithm.is.roughly.equiva |
| 6ed40 | 6c 65 6e 74 20 74 6f 20 74 68 65 20 66 6f 6c 6c 6f 77 69 6e 67 20 6e 75 6d 70 79 0a 20 20 20 20 | lent.to.the.following.numpy..... |
| 6ed60 | 20 20 20 20 63 6f 64 65 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 73 20 | ....code::..............choices. |
| 6ed80 | 3d 20 6e 70 2e 72 65 70 65 61 74 28 6e 70 2e 61 72 61 6e 67 65 28 6c 65 6e 28 63 6f 6c 6f 72 73 | =.np.repeat(np.arange(len(colors |
| 6eda0 | 29 29 2c 20 63 6f 6c 6f 72 73 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 65 6c 65 63 74 69 6f | )),.colors).............selectio |
| 6edc0 | 6e 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68 6f 69 63 65 28 63 68 6f 69 63 65 73 2c 20 6e 73 | n.=.np.random.choice(choices,.ns |
| 6ede0 | 61 6d 70 6c 65 2c 20 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 20 20 | ample,.replace=False)........... |
| 6ee00 | 20 20 76 61 72 69 61 74 65 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73 65 6c 65 63 74 69 6f | ..variate.=.np.bincount(selectio |
| 6ee20 | 6e 2c 20 6d 69 6e 6c 65 6e 67 74 68 3d 6c 65 6e 28 63 6f 6c 6f 72 73 29 29 0a 0a 20 20 20 20 20 | n,.minlength=len(colors))....... |
| 6ee40 | 20 20 20 54 68 65 20 22 63 6f 75 6e 74 22 20 61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 61 20 | ...The."count".algorithm.uses.a. |
| 6ee60 | 74 65 6d 70 6f 72 61 72 79 20 61 72 72 61 79 20 6f 66 20 69 6e 74 65 67 65 72 73 20 77 69 74 68 | temporary.array.of.integers.with |
| 6ee80 | 20 6c 65 6e 67 74 68 0a 20 20 20 20 20 20 20 20 60 60 73 75 6d 28 63 6f 6c 6f 72 73 29 60 60 2e | .length.........``sum(colors)``. |
| 6eea0 | 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 22 6d 61 72 67 69 6e 61 6c 73 22 20 61 6c 67 6f 72 69 | ..........The."marginals".algori |
| 6eec0 | 74 68 6d 20 67 65 6e 65 72 61 74 65 73 20 61 20 76 61 72 69 61 74 65 20 62 79 20 75 73 69 6e 67 | thm.generates.a.variate.by.using |
| 6eee0 | 20 72 65 70 65 61 74 65 64 0a 20 20 20 20 20 20 20 20 63 61 6c 6c 73 20 74 6f 20 74 68 65 20 75 | .repeated.........calls.to.the.u |
| 6ef00 | 6e 69 76 61 72 69 61 74 65 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 73 61 6d 70 6c 65 72 | nivariate.hypergeometric.sampler |
| 6ef20 | 2e 20 20 49 74 20 69 73 20 72 6f 75 67 68 6c 79 0a 20 20 20 20 20 20 20 20 65 71 75 69 76 61 6c | ...It.is.roughly.........equival |
| 6ef40 | 65 6e 74 20 74 6f 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 20 3d 20 | ent.to::..............variate.=. |
| 6ef60 | 6e 70 2e 7a 65 72 6f 73 28 6c 65 6e 28 63 6f 6c 6f 72 73 29 2c 20 64 74 79 70 65 3d 6e 70 2e 69 | np.zeros(len(colors),.dtype=np.i |
| 6ef80 | 6e 74 36 34 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 23 20 60 72 65 6d 61 69 6e 69 6e 67 60 20 | nt64).............#.`remaining`. |
| 6efa0 | 69 73 20 74 68 65 20 63 75 6d 75 6c 61 74 69 76 65 20 73 75 6d 20 6f 66 20 60 63 6f 6c 6f 72 73 | is.the.cumulative.sum.of.`colors |
| 6efc0 | 60 20 66 72 6f 6d 20 74 68 65 20 6c 61 73 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 23 20 65 6c | `.from.the.last.............#.el |
| 6efe0 | 65 6d 65 6e 74 20 74 6f 20 74 68 65 20 66 69 72 73 74 3b 20 65 2e 67 2e 20 69 66 20 60 63 6f 6c | ement.to.the.first;.e.g..if.`col |
| 6f000 | 6f 72 73 60 20 69 73 20 5b 33 2c 20 31 2c 20 35 5d 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 | ors`.is.[3,.1,.5],.then......... |
| 6f020 | 20 20 20 20 23 20 60 72 65 6d 61 69 6e 69 6e 67 60 20 69 73 20 5b 39 2c 20 36 2c 20 35 5d 2e 0a | ....#.`remaining`.is.[9,.6,.5].. |
| 6f040 | 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6d 61 69 6e 69 6e 67 20 3d 20 6e 70 2e 63 75 6d 73 75 | ............remaining.=.np.cumsu |
| 6f060 | 6d 28 63 6f 6c 6f 72 73 5b 3a 3a 2d 31 5d 29 5b 3a 3a 2d 31 5d 0a 20 20 20 20 20 20 20 20 20 20 | m(colors[::-1])[::-1]........... |
| 6f080 | 20 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67 65 28 6c 65 6e 28 63 6f 6c 6f 72 73 29 2d 31 29 3a | ..for.i.in.range(len(colors)-1): |
| 6f0a0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 69 66 20 6e 73 61 6d 70 6c 65 20 3c 20 31 3a | .................if.nsample.<.1: |
| 6f0c0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 72 65 61 6b 0a 20 20 20 20 20 | .....................break...... |
| 6f0e0 | 20 20 20 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 5b 69 5d 20 3d 20 68 79 70 65 72 67 65 6f | ...........variate[i].=.hypergeo |
| 6f100 | 6d 65 74 72 69 63 28 63 6f 6c 6f 72 73 5b 69 5d 2c 20 72 65 6d 61 69 6e 69 6e 67 5b 69 2b 31 5d | metric(colors[i],.remaining[i+1] |
| 6f120 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ,............................... |
| 6f140 | 20 20 20 20 20 20 20 20 20 20 20 20 20 6e 73 61 6d 70 6c 65 29 0a 20 20 20 20 20 20 20 20 20 20 | .............nsample)........... |
| 6f160 | 20 20 20 20 20 20 6e 73 61 6d 70 6c 65 20 2d 3d 20 76 61 72 69 61 74 65 5b 69 5d 0a 20 20 20 20 | ......nsample.-=.variate[i]..... |
| 6f180 | 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 5b 2d 31 5d 20 3d 20 6e 73 61 6d 70 6c 65 0a 0a 20 | ........variate[-1].=.nsample... |
| 6f1a0 | 20 20 20 20 20 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 6d 65 74 68 6f 64 20 69 73 20 22 6d 61 | .......The.default.method.is."ma |
| 6f1c0 | 72 67 69 6e 61 6c 73 22 2e 20 20 46 6f 72 20 73 6f 6d 65 20 63 61 73 65 73 20 28 65 2e 67 2e 20 | rginals"...For.some.cases.(e.g.. |
| 6f1e0 | 77 68 65 6e 0a 20 20 20 20 20 20 20 20 60 63 6f 6c 6f 72 73 60 20 63 6f 6e 74 61 69 6e 73 20 72 | when.........`colors`.contains.r |
| 6f200 | 65 6c 61 74 69 76 65 6c 79 20 73 6d 61 6c 6c 20 69 6e 74 65 67 65 72 73 29 2c 20 74 68 65 20 22 | elatively.small.integers),.the." |
| 6f220 | 63 6f 75 6e 74 22 20 6d 65 74 68 6f 64 0a 20 20 20 20 20 20 20 20 63 61 6e 20 62 65 20 73 69 67 | count".method.........can.be.sig |
| 6f240 | 6e 69 66 69 63 61 6e 74 6c 79 20 66 61 73 74 65 72 20 74 68 61 6e 20 74 68 65 20 22 6d 61 72 67 | nificantly.faster.than.the."marg |
| 6f260 | 69 6e 61 6c 73 22 20 6d 65 74 68 6f 64 2e 20 20 49 66 0a 20 20 20 20 20 20 20 20 70 65 72 66 6f | inals".method...If.........perfo |
| 6f280 | 72 6d 61 6e 63 65 20 6f 66 20 74 68 65 20 61 6c 67 6f 72 69 74 68 6d 20 69 73 20 69 6d 70 6f 72 | rmance.of.the.algorithm.is.impor |
| 6f2a0 | 74 61 6e 74 2c 20 74 65 73 74 20 74 68 65 20 74 77 6f 20 6d 65 74 68 6f 64 73 0a 20 20 20 20 20 | tant,.test.the.two.methods...... |
| 6f2c0 | 20 20 20 77 69 74 68 20 74 79 70 69 63 61 6c 20 69 6e 70 75 74 73 20 74 6f 20 64 65 63 69 64 65 | ...with.typical.inputs.to.decide |
| 6f2e0 | 20 77 68 69 63 68 20 77 6f 72 6b 73 20 62 65 73 74 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 76 | .which.works.best..............v |
| 6f300 | 65 72 73 69 6f 6e 61 64 64 65 64 3a 3a 20 31 2e 31 38 2e 30 0a 0a 20 20 20 20 20 20 20 20 45 78 | ersionadded::.1.18.0..........Ex |
| 6f320 | 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | amples.........--------......... |
| 6f340 | 3e 3e 3e 20 63 6f 6c 6f 72 73 20 3d 20 5b 31 36 2c 20 38 2c 20 34 5d 0a 20 20 20 20 20 20 20 20 | >>>.colors.=.[16,.8,.4]......... |
| 6f360 | 3e 3e 3e 20 73 65 65 64 20 3d 20 34 38 36 31 39 34 36 34 30 31 34 35 32 0a 20 20 20 20 20 20 20 | >>>.seed.=.4861946401452........ |
| 6f380 | 20 3e 3e 3e 20 67 65 6e 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 28 6e | .>>>.gen.=.np.random.Generator(n |
| 6f3a0 | 70 2e 72 61 6e 64 6f 6d 2e 50 43 47 36 34 28 73 65 65 64 29 29 0a 20 20 20 20 20 20 20 20 3e 3e | p.random.PCG64(seed)).........>> |
| 6f3c0 | 3e 20 67 65 6e 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 | >.gen.multivariate_hypergeometri |
| 6f3e0 | 63 28 63 6f 6c 6f 72 73 2c 20 36 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 35 2c 20 30 | c(colors,.6).........array([5,.0 |
| 6f400 | 2c 20 31 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67 65 6e 2e 6d 75 6c 74 69 76 61 72 69 61 | ,.1]).........>>>.gen.multivaria |
| 6f420 | 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 63 6f 6c 6f 72 73 2c 20 36 2c 20 73 69 7a | te_hypergeometric(colors,.6,.siz |
| 6f440 | 65 3d 33 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 35 2c 20 30 2c 20 31 5d 2c 0a 20 | e=3).........array([[5,.0,.1],.. |
| 6f460 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 32 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 | ..............[2,.2,.2],........ |
| 6f480 | 20 20 20 20 20 20 20 20 5b 33 2c 20 33 2c 20 30 5d 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ........[3,.3,.0]]).........>>>. |
| 6f4a0 | 67 65 6e 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 | gen.multivariate_hypergeometric( |
| 6f4c0 | 63 6f 6c 6f 72 73 2c 20 36 2c 20 73 69 7a 65 3d 28 32 2c 20 32 29 29 0a 20 20 20 20 20 20 20 20 | colors,.6,.size=(2,.2))......... |
| 6f4e0 | 61 72 72 61 79 28 5b 5b 5b 33 2c 20 32 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | array([[[3,.2,.1],.............. |
| 6f500 | 20 20 20 5b 33 2c 20 32 2c 20 31 5d 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 5b | ...[3,.2,.1]],................[[ |
| 6f520 | 34 2c 20 31 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 32 2c | 4,.1,.1],.................[3,.2, |
| 6f540 | 20 31 5d 5d 5d 29 0a 20 20 20 20 20 20 20 20 00 43 61 6e 6e 6f 74 20 74 61 6b 65 20 61 20 6c 61 | .1]]])..........Cannot.take.a.la |
| 6f560 | 72 67 65 72 20 73 61 6d 70 6c 65 20 74 68 61 6e 20 70 6f 70 75 6c 61 74 69 6f 6e 20 77 68 65 6e | rger.sample.than.population.when |
| 6f580 | 20 72 65 70 6c 61 63 65 20 69 73 20 46 61 6c 73 65 00 00 00 6e 61 6d 65 00 00 00 00 00 00 00 00 | .replace.is.False...name........ |
| 6f5a0 | 4f 75 74 70 75 74 20 73 69 7a 65 20 00 00 00 00 5f 5f 72 65 64 75 63 65 5f 65 78 5f 5f 00 00 00 | Output.size.....__reduce_ex__... |
| 6f5c0 | 73 74 72 69 64 65 73 00 69 6e 74 70 00 00 00 00 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c | strides.intp....Generator.shuffl |
| 6f5e0 | 65 20 28 6c 69 6e 65 20 34 34 37 39 29 00 00 00 69 73 73 75 62 64 74 79 70 65 00 00 6e 64 69 6d | e.(line.4479)...issubdtype..ndim |
| 6f600 | 00 00 00 00 00 00 00 00 5f 5f 63 6c 61 73 73 5f 5f 00 00 00 00 00 00 00 47 65 6e 65 72 61 74 6f | ........__class__.......Generato |
| 6f620 | 72 2e 77 61 6c 64 20 28 6c 69 6e 65 20 32 36 33 39 29 00 00 00 00 00 00 6e 75 6d 70 79 2e 63 6f | r.wald.(line.2639)......numpy.co |
| 6f640 | 72 65 2e 75 6d 61 74 68 20 66 61 69 6c 65 64 20 74 6f 20 69 6d 70 6f 72 74 00 00 00 00 00 00 00 | re.umath.failed.to.import....... |
| 6f660 | 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 4e 6f | .........standard_normal(size=No |
| 6f680 | 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6f 75 74 3d 4e 6f 6e 65 29 0a | ne,.dtype=np.float64,.out=None). |
| 6f6a0 | 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 73 74 61 | .........Draw.samples.from.a.sta |
| 6f6c0 | 6e 64 61 72 64 20 4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6d 65 61 6e 3d | ndard.Normal.distribution.(mean= |
| 6f6e0 | 30 2c 20 73 74 64 65 76 3d 31 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 | 0,.stdev=1)...........Parameters |
| 6f700 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 69 7a 65 | .........----------.........size |
| 6f720 | 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 | .:.int.or.tuple.of.ints,.optiona |
| 6f740 | 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 | l.............Output.shape...If. |
| 6f760 | 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 | the.given.shape.is,.e.g.,.``(m,. |
| 6f780 | 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 | n,.k)``,.then.............``m.*. |
| 6f7a0 | 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 | n.*.k``.samples.are.drawn...Defa |
| 6f7c0 | 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 | ult.is.None,.in.which.case.a.... |
| 6f7e0 | 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 | .........single.value.is.returne |
| 6f800 | 64 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e | d..........dtype.:.dtype,.option |
| 6f820 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 | al.............Desired.dtype.of. |
| 6f840 | 74 68 65 20 72 65 73 75 6c 74 2c 20 6f 6e 6c 79 20 60 66 6c 6f 61 74 36 34 60 20 61 6e 64 20 60 | the.result,.only.`float64`.and.` |
| 6f860 | 66 6c 6f 61 74 33 32 60 20 61 72 65 20 73 75 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 | float32`.are.supported.......... |
| 6f880 | 20 20 20 20 42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 20 54 68 | ....Byteorder.must.be.native..Th |
| 6f8a0 | 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e 66 6c 6f 61 74 36 34 2e 0a 20 | e.default.value.is.np.float64... |
| 6f8c0 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 | .......out.:.ndarray,.optional.. |
| 6f8e0 | 20 20 20 20 20 20 20 20 20 20 20 41 6c 74 65 72 6e 61 74 69 76 65 20 6f 75 74 70 75 74 20 61 72 | ...........Alternative.output.ar |
| 6f900 | 72 61 79 20 69 6e 20 77 68 69 63 68 20 74 6f 20 70 6c 61 63 65 20 74 68 65 20 72 65 73 75 6c 74 | ray.in.which.to.place.the.result |
| 6f920 | 2e 20 49 66 20 73 69 7a 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 0a 20 20 20 20 20 20 20 20 20 | ..If.size.is.not.None,.......... |
| 6f940 | 20 20 20 69 74 20 6d 75 73 74 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 | ...it.must.have.the.same.shape.a |
| 6f960 | 73 20 74 68 65 20 70 72 6f 76 69 64 65 64 20 73 69 7a 65 20 61 6e 64 20 6d 75 73 74 20 6d 61 74 | s.the.provided.size.and.must.mat |
| 6f980 | 63 68 20 74 68 65 20 74 79 70 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 6f | ch.the.type.of.............the.o |
| 6f9a0 | 75 74 70 75 74 20 76 61 6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | utput.values...........Returns.. |
| 6f9c0 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c 6f | .......-------.........out.:.flo |
| 6f9e0 | 61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 20 66 6c 6f 61 | at.or.ndarray.............A.floa |
| 6fa00 | 74 69 6e 67 2d 70 6f 69 6e 74 20 61 72 72 61 79 20 6f 66 20 73 68 61 70 65 20 60 60 73 69 7a 65 | ting-point.array.of.shape.``size |
| 6fa20 | 60 60 20 6f 66 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f 72 20 61 0a 20 20 20 20 20 20 | ``.of.drawn.samples,.or.a....... |
| 6fa40 | 20 20 20 20 20 20 73 69 6e 67 6c 65 20 73 61 6d 70 6c 65 20 69 66 20 60 60 73 69 7a 65 60 60 20 | ......single.sample.if.``size``. |
| 6fa60 | 77 61 73 20 6e 6f 74 20 73 70 65 63 69 66 69 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 | was.not.specified...........See. |
| 6fa80 | 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f | Also.........--------.........no |
| 6faa0 | 72 6d 61 6c 20 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 45 71 75 69 76 61 6c 65 6e 74 20 66 75 | rmal.:.............Equivalent.fu |
| 6fac0 | 6e 63 74 69 6f 6e 20 77 69 74 68 20 61 64 64 69 74 69 6f 6e 61 6c 20 60 60 6c 6f 63 60 60 20 61 | nction.with.additional.``loc``.a |
| 6fae0 | 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 67 75 6d 65 6e 74 73 0a 20 20 20 20 20 20 20 20 20 | nd.``scale``.arguments.......... |
| 6fb00 | 20 20 20 66 6f 72 20 73 65 74 74 69 6e 67 20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e | ...for.setting.the.mean.and.stan |
| 6fb20 | 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 | dard.deviation...........Notes.. |
| 6fb40 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 46 6f 72 20 72 61 6e 64 6f 6d 20 | .......-----.........For.random. |
| 6fb60 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 3a 6d 61 74 68 3a 60 4e 28 5c 6d 75 2c 20 5c 73 69 67 6d | samples.from.:math:`N(\mu,.\sigm |
| 6fb80 | 61 5e 32 29 60 2c 20 75 73 65 20 6f 6e 65 20 6f 66 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 20 | a^2)`,.use.one.of::............. |
| 6fba0 | 20 6d 75 20 2b 20 73 69 67 6d 61 20 2a 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 | .mu.+.sigma.*.rng.standard_norma |
| 6fbc0 | 6c 28 73 69 7a 65 3d 2e 2e 2e 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 6e 67 2e 6e 6f 72 6d | l(size=...).............rng.norm |
| 6fbe0 | 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c 20 73 69 7a 65 3d 2e 2e 2e 29 0a 0a 20 20 20 20 20 20 20 | al(mu,.sigma,.size=...)......... |
| 6fc00 | 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .Examples.........--------...... |
| 6fc20 | 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 | ...>>>.rng.=.np.random.default_r |
| 6fc40 | 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e 6f | ng().........>>>.rng.standard_no |
| 6fc60 | 72 6d 61 6c 28 29 0a 20 20 20 20 20 20 20 20 32 2e 31 39 32 33 38 37 35 33 33 35 35 33 37 33 31 | rmal().........2.192387533553731 |
| 6fc80 | 35 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e | 5.#.random..........>>>.s.=.rng. |
| 6fca0 | 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 38 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e | standard_normal(8000).........>> |
| 6fcc0 | 3e 20 73 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 30 2e 36 38 38 38 38 39 33 20 2c 20 | >.s.........array([.0.6888893.,. |
| 6fce0 | 20 30 2e 37 38 30 39 36 32 36 32 2c 20 2d 30 2e 38 39 30 38 36 35 30 35 2c 20 2e 2e 2e 2c 20 20 | .0.78096262,.-0.89086505,....,.. |
| 6fd00 | 30 2e 34 39 38 37 36 33 31 31 2c 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 | 0.49876311,..#.random........... |
| 6fd20 | 20 20 20 20 20 2d 30 2e 33 38 36 37 32 36 39 36 2c 20 2d 30 2e 34 36 38 35 30 30 36 20 5d 29 20 | .....-0.38672696,.-0.4685006.]). |
| 6fd40 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 23 | ...............................# |
| 6fd60 | 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20 20 20 20 | .random.........>>>.s.shape..... |
| 6fd80 | 20 20 20 20 28 38 30 30 30 2c 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e | ....(8000,).........>>>.s.=.rng. |
| 6fda0 | 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 28 33 2c 20 34 2c 20 32 29 29 0a | standard_normal(size=(3,.4,.2)). |
| 6fdc0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 | ........>>>.s.shape.........(3,. |
| 6fde0 | 34 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 2d 62 79 2d 66 6f 75 72 20 61 72 72 61 79 | 4,.2)..........Two-by-four.array |
| 6fe00 | 20 6f 66 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 3a 6d 61 74 68 3a 60 4e 28 33 2c 20 36 2e 32 | .of.samples.from.:math:`N(3,.6.2 |
| 6fe20 | 35 29 60 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 33 20 2b 20 32 2e 35 20 2a 20 72 6e 67 2e | 5)`:..........>>>.3.+.2.5.*.rng. |
| 6fe40 | 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a 20 20 20 | standard_normal(size=(2,.4)).... |
| 6fe60 | 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 34 2e 34 39 34 30 31 35 30 31 2c 20 20 34 2e 30 30 39 | .....array([[-4.49401501,..4.009 |
| 6fe80 | 35 30 30 33 34 2c 20 2d 31 2e 38 31 38 31 34 38 36 37 2c 20 20 37 2e 32 39 37 31 38 36 37 37 5d | 50034,.-1.81814867,..7.29718677] |
| 6fea0 | 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 30 2e | ,...#.random................[.0. |
| 6fec0 | 33 39 39 32 34 38 30 34 2c 20 20 34 2e 36 38 34 35 36 33 31 36 2c 20 20 34 2e 39 39 33 39 34 35 | 39924804,..4.68456316,..4.993945 |
| 6fee0 | 32 39 2c 20 20 34 2e 38 34 30 35 37 32 35 34 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | 29,..4.84057254]])..#.random.... |
| 6ff00 | 20 20 20 20 20 20 00 00 72 65 74 75 72 6e 5f 69 6e 64 65 78 00 00 00 00 73 6f 72 74 00 00 00 00 | ........return_index....sort.... |
| 6ff20 | 50 72 6f 76 69 64 69 6e 67 20 61 20 64 74 79 70 65 20 77 69 74 68 20 61 20 6e 6f 6e 2d 6e 61 74 | Providing.a.dtype.with.a.non-nat |
| 6ff40 | 69 76 65 20 62 79 74 65 6f 72 64 65 72 20 69 73 20 6e 6f 74 20 73 75 70 70 6f 72 74 65 64 2e 20 | ive.byteorder.is.not.supported.. |
| 6ff60 | 49 66 20 79 6f 75 20 72 65 71 75 69 72 65 20 70 6c 61 74 66 6f 72 6d 2d 69 6e 64 65 70 65 6e 64 | If.you.require.platform-independ |
| 6ff80 | 65 6e 74 20 62 79 74 65 6f 72 64 65 72 2c 20 63 61 6c 6c 20 62 79 74 65 73 77 61 70 20 77 68 65 | ent.byteorder,.call.byteswap.whe |
| 6ffa0 | 6e 20 72 65 71 75 69 72 65 64 2e 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67 65 72 | n.required...............integer |
| 6ffc0 | 73 28 6c 6f 77 2c 20 68 69 67 68 3d 4e 6f 6e 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 | s(low,.high=None,.size=None,.dty |
| 6ffe0 | 70 65 3d 6e 70 2e 69 6e 74 36 34 2c 20 65 6e 64 70 6f 69 6e 74 3d 46 61 6c 73 65 29 0a 0a 20 20 | pe=np.int64,.endpoint=False).... |
| 70000 | 20 20 20 20 20 20 52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f | ......Return.random.integers.fro |
| 70020 | 6d 20 60 6c 6f 77 60 20 28 69 6e 63 6c 75 73 69 76 65 29 20 74 6f 20 60 68 69 67 68 60 20 28 65 | m.`low`.(inclusive).to.`high`.(e |
| 70040 | 78 63 6c 75 73 69 76 65 29 2c 20 6f 72 0a 20 20 20 20 20 20 20 20 69 66 20 65 6e 64 70 6f 69 6e | xclusive),.or.........if.endpoin |
| 70060 | 74 3d 54 72 75 65 2c 20 60 6c 6f 77 60 20 28 69 6e 63 6c 75 73 69 76 65 29 20 74 6f 20 60 68 69 | t=True,.`low`.(inclusive).to.`hi |
| 70080 | 67 68 60 20 28 69 6e 63 6c 75 73 69 76 65 29 2e 20 52 65 70 6c 61 63 65 73 0a 20 20 20 20 20 20 | gh`.(inclusive)..Replaces....... |
| 700a0 | 20 20 60 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 69 6e 74 60 20 28 77 69 74 68 20 65 6e | ..`RandomState.randint`.(with.en |
| 700c0 | 64 70 6f 69 6e 74 3d 46 61 6c 73 65 29 20 61 6e 64 0a 20 20 20 20 20 20 20 20 60 52 61 6e 64 6f | dpoint=False).and.........`Rando |
| 700e0 | 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 60 20 28 77 69 74 68 20 65 6e | mState.random_integers`.(with.en |
| 70100 | 64 70 6f 69 6e 74 3d 54 72 75 65 29 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20 72 61 6e | dpoint=True)..........Return.ran |
| 70120 | 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f 6d 20 74 68 65 20 22 64 69 73 63 72 65 74 65 20 | dom.integers.from.the."discrete. |
| 70140 | 75 6e 69 66 6f 72 6d 22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 | uniform".distribution.of........ |
| 70160 | 20 74 68 65 20 73 70 65 63 69 66 69 65 64 20 64 74 79 70 65 2e 20 49 66 20 60 68 69 67 68 60 20 | .the.specified.dtype..If.`high`. |
| 70180 | 69 73 20 4e 6f 6e 65 20 28 74 68 65 20 64 65 66 61 75 6c 74 29 2c 20 74 68 65 6e 20 72 65 73 75 | is.None.(the.default),.then.resu |
| 701a0 | 6c 74 73 20 61 72 65 0a 20 20 20 20 20 20 20 20 66 72 6f 6d 20 30 20 74 6f 20 60 6c 6f 77 60 2e | lts.are.........from.0.to.`low`. |
| 701c0 | 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | ..........Parameters.........--- |
| 701e0 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 77 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 | -------.........low.:.int.or.arr |
| 70200 | 61 79 2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c 6f 77 65 | ay-like.of.ints.............Lowe |
| 70220 | 73 74 20 28 73 69 67 6e 65 64 29 20 69 6e 74 65 67 65 72 73 20 74 6f 20 62 65 20 64 72 61 77 6e | st.(signed).integers.to.be.drawn |
| 70240 | 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 75 6e 6c 65 73 73 0a 20 | .from.the.distribution.(unless.. |
| 70260 | 20 20 20 20 20 20 20 20 20 20 20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60 2c 20 69 6e 20 77 68 69 | ...........``high=None``,.in.whi |
| 70280 | 63 68 20 63 61 73 65 20 74 68 69 73 20 70 61 72 61 6d 65 74 65 72 20 69 73 20 30 20 61 6e 64 20 | ch.case.this.parameter.is.0.and. |
| 702a0 | 74 68 69 73 20 76 61 6c 75 65 20 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 75 73 65 64 20 66 | this.value.is.............used.f |
| 702c0 | 6f 72 20 60 68 69 67 68 60 29 2e 0a 20 20 20 20 20 20 20 20 68 69 67 68 20 3a 20 69 6e 74 20 6f | or.`high`)..........high.:.int.o |
| 702e0 | 72 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 | r.array-like.of.ints,.optional.. |
| 70300 | 20 20 20 20 20 20 20 20 20 20 20 49 66 20 70 72 6f 76 69 64 65 64 2c 20 6f 6e 65 20 61 62 6f 76 | ...........If.provided,.one.abov |
| 70320 | 65 20 74 68 65 20 6c 61 72 67 65 73 74 20 28 73 69 67 6e 65 64 29 20 69 6e 74 65 67 65 72 20 74 | e.the.largest.(signed).integer.t |
| 70340 | 6f 20 62 65 20 64 72 61 77 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 72 6f 6d 20 74 68 65 20 | o.be.drawn.............from.the. |
| 70360 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 73 65 65 20 61 62 6f 76 65 20 66 6f 72 20 62 65 68 61 | distribution.(see.above.for.beha |
| 70380 | 76 69 6f 72 20 69 66 20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60 29 2e 0a 20 20 20 20 20 20 20 20 | vior.if.``high=None``).......... |
| 703a0 | 20 20 20 20 49 66 20 61 72 72 61 79 2d 6c 69 6b 65 2c 20 6d 75 73 74 20 63 6f 6e 74 61 69 6e 20 | ....If.array-like,.must.contain. |
| 703c0 | 69 6e 74 65 67 65 72 20 76 61 6c 75 65 73 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e | integer.values.........size.:.in |
| 703e0 | 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 | t.or.tuple.of.ints,.optional.... |
| 70400 | 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 | .........Output.shape...If.the.g |
| 70420 | 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 | iven.shape.is,.e.g.,.``(m,.n,.k) |
| 70440 | 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b | ``,.then.............``m.*.n.*.k |
| 70460 | 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 | ``.samples.are.drawn...Default.i |
| 70480 | 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 | s.None,.in.which.case.a......... |
| 704a0 | 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 | ....single.value.is.returned.... |
| 704c0 | 20 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 | ......dtype.:.dtype,.optional... |
| 704e0 | 20 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 | ..........Desired.dtype.of.the.r |
| 70500 | 65 73 75 6c 74 2e 20 42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e | esult..Byteorder.must.be.native. |
| 70520 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 | .............The.default.value.i |
| 70540 | 73 20 6e 70 2e 69 6e 74 36 34 2e 0a 20 20 20 20 20 20 20 20 65 6e 64 70 6f 69 6e 74 20 3a 20 62 | s.np.int64..........endpoint.:.b |
| 70560 | 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 74 72 75 | ool,.optional.............If.tru |
| 70580 | 65 2c 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 6c 6f 77 | e,.sample.from.the.interval.[low |
| 705a0 | 2c 20 68 69 67 68 5d 20 69 6e 73 74 65 61 64 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 | ,.high].instead.of.the.......... |
| 705c0 | 20 20 20 64 65 66 61 75 6c 74 20 5b 6c 6f 77 2c 20 68 69 67 68 29 0a 20 20 20 20 20 20 20 20 20 | ...default.[low,.high).......... |
| 705e0 | 20 20 20 44 65 66 61 75 6c 74 73 20 74 6f 20 46 61 6c 73 65 0a 0a 20 20 20 20 20 20 20 20 52 65 | ...Defaults.to.False..........Re |
| 70600 | 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 | turns.........-------.........ou |
| 70620 | 74 20 3a 20 69 6e 74 20 6f 72 20 6e 64 61 72 72 61 79 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 | t.:.int.or.ndarray.of.ints...... |
| 70640 | 20 20 20 20 20 20 20 60 73 69 7a 65 60 2d 73 68 61 70 65 64 20 61 72 72 61 79 20 6f 66 20 72 61 | .......`size`-shaped.array.of.ra |
| 70660 | 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f 6d 20 74 68 65 20 61 70 70 72 6f 70 72 69 61 | ndom.integers.from.the.appropria |
| 70680 | 74 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 20 | te.............distribution,.or. |
| 706a0 | 61 20 73 69 6e 67 6c 65 20 73 75 63 68 20 72 61 6e 64 6f 6d 20 69 6e 74 20 69 66 20 60 73 69 7a | a.single.such.random.int.if.`siz |
| 706c0 | 65 60 20 6e 6f 74 20 70 72 6f 76 69 64 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a | e`.not.provided...........Notes. |
| 706e0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 75 73 69 6e 67 | ........-----.........When.using |
| 70700 | 20 62 72 6f 61 64 63 61 73 74 69 6e 67 20 77 69 74 68 20 75 69 6e 74 36 34 20 64 74 79 70 65 73 | .broadcasting.with.uint64.dtypes |
| 70720 | 2c 20 74 68 65 20 6d 61 78 69 6d 75 6d 20 76 61 6c 75 65 20 28 32 2a 2a 36 34 29 0a 20 20 20 20 | ,.the.maximum.value.(2**64)..... |
| 70740 | 20 20 20 20 63 61 6e 6e 6f 74 20 62 65 20 72 65 70 72 65 73 65 6e 74 65 64 20 61 73 20 61 20 73 | ....cannot.be.represented.as.a.s |
| 70760 | 74 61 6e 64 61 72 64 20 69 6e 74 65 67 65 72 20 74 79 70 65 2e 20 54 68 65 20 68 69 67 68 20 61 | tandard.integer.type..The.high.a |
| 70780 | 72 72 61 79 20 28 6f 72 0a 20 20 20 20 20 20 20 20 6c 6f 77 20 69 66 20 68 69 67 68 20 69 73 20 | rray.(or.........low.if.high.is. |
| 707a0 | 4e 6f 6e 65 29 20 6d 75 73 74 20 68 61 76 65 20 6f 62 6a 65 63 74 20 64 74 79 70 65 2c 20 65 2e | None).must.have.object.dtype,.e. |
| 707c0 | 67 2e 2c 20 61 72 72 61 79 28 5b 32 2a 2a 36 34 5d 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 | g.,.array([2**64])...........Exa |
| 707e0 | 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e | mples.........--------.........> |
| 70800 | 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 | >>.rng.=.np.random.default_rng() |
| 70820 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 32 2c 20 73 69 7a | .........>>>.rng.integers(2,.siz |
| 70840 | 65 3d 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 30 2c 20 30 2c 20 30 2c | e=10).........array([1,.0,.0,.0, |
| 70860 | 20 31 2c 20 31 2c 20 30 2c 20 30 2c 20 31 2c 20 30 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 | .1,.1,.0,.0,.1,.0])..#.random... |
| 70880 | 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 31 2c 20 73 69 7a 65 3d 31 | ......>>>.rng.integers(1,.size=1 |
| 708a0 | 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c | 0).........array([0,.0,.0,.0,.0, |
| 708c0 | 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 5d 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 | .0,.0,.0,.0,.0])..........Genera |
| 708e0 | 74 65 20 61 20 32 20 78 20 34 20 61 72 72 61 79 20 6f 66 20 69 6e 74 73 20 62 65 74 77 65 65 6e | te.a.2.x.4.array.of.ints.between |
| 70900 | 20 30 20 61 6e 64 20 34 2c 20 69 6e 63 6c 75 73 69 76 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e | .0.and.4,.inclusive:..........>> |
| 70920 | 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 35 2c 20 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a 20 | >.rng.integers(5,.size=(2,.4)).. |
| 70940 | 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 34 2c 20 30 2c 20 32 2c 20 31 5d 2c 0a 20 20 20 20 | .......array([[4,.0,.2,.1],..... |
| 70960 | 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 32 2c 20 32 2c 20 30 5d 5d 29 20 20 23 20 72 61 6e | ...........[3,.2,.2,.0]])..#.ran |
| 70980 | 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 31 20 78 20 33 20 61 72 | dom..........Generate.a.1.x.3.ar |
| 709a0 | 72 61 79 20 77 69 74 68 20 33 20 64 69 66 66 65 72 65 6e 74 20 75 70 70 65 72 20 62 6f 75 6e 64 | ray.with.3.different.upper.bound |
| 709c0 | 73 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 31 2c 20 5b | s..........>>>.rng.integers(1,.[ |
| 709e0 | 33 2c 20 35 2c 20 31 30 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 32 2c 20 32 2c 20 | 3,.5,.10]).........array([2,.2,. |
| 70a00 | 39 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 | 9])..#.random..........Generate. |
| 70a20 | 61 20 31 20 62 79 20 33 20 61 72 72 61 79 20 77 69 74 68 20 33 20 64 69 66 66 65 72 65 6e 74 20 | a.1.by.3.array.with.3.different. |
| 70a40 | 6c 6f 77 65 72 20 62 6f 75 6e 64 73 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e | lower.bounds..........>>>.rng.in |
| 70a60 | 74 65 67 65 72 73 28 5b 31 2c 20 35 2c 20 37 5d 2c 20 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 | tegers([1,.5,.7],.10).........ar |
| 70a80 | 72 61 79 28 5b 39 2c 20 38 2c 20 37 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 | ray([9,.8,.7])..#.random........ |
| 70aa0 | 20 20 47 65 6e 65 72 61 74 65 20 61 20 32 20 62 79 20 34 20 61 72 72 61 79 20 75 73 69 6e 67 20 | ..Generate.a.2.by.4.array.using. |
| 70ac0 | 62 72 6f 61 64 63 61 73 74 69 6e 67 20 77 69 74 68 20 64 74 79 70 65 20 6f 66 20 75 69 6e 74 38 | broadcasting.with.dtype.of.uint8 |
| 70ae0 | 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 5b 31 2c 20 33 | ..........>>>.rng.integers([1,.3 |
| 70b00 | 2c 20 35 2c 20 37 5d 2c 20 5b 5b 31 30 5d 2c 20 5b 32 30 5d 5d 2c 20 64 74 79 70 65 3d 6e 70 2e | ,.5,.7],.[[10],.[20]],.dtype=np. |
| 70b20 | 75 69 6e 74 38 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 20 38 2c 20 20 36 2c 20 20 | uint8).........array([[.8,..6,.. |
| 70b40 | 39 2c 20 20 37 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 31 2c 20 31 36 2c 20 | 9,..7],................[.1,.16,. |
| 70b60 | 20 39 2c 20 31 32 5d 5d 2c 20 64 74 79 70 65 3d 75 69 6e 74 38 29 20 20 23 20 72 61 6e 64 6f 6d | .9,.12]],.dtype=uint8)..#.random |
| 70b80 | 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | ..........References.........--- |
| 70ba0 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6e 69 65 6c 20 4c 65 | -------............[1].Daniel.Le |
| 70bc0 | 6d 69 72 65 2e 2c 20 22 46 61 73 74 20 52 61 6e 64 6f 6d 20 49 6e 74 65 67 65 72 20 47 65 6e 65 | mire.,."Fast.Random.Integer.Gene |
| 70be0 | 72 61 74 69 6f 6e 20 69 6e 20 61 6e 20 49 6e 74 65 72 76 61 6c 22 2c 0a 20 20 20 20 20 20 20 20 | ration.in.an.Interval",......... |
| 70c00 | 20 20 20 20 20 20 20 41 43 4d 20 54 72 61 6e 73 61 63 74 69 6f 6e 73 20 6f 6e 20 4d 6f 64 65 6c | .......ACM.Transactions.on.Model |
| 70c20 | 69 6e 67 20 61 6e 64 20 43 6f 6d 70 75 74 65 72 20 53 69 6d 75 6c 61 74 69 6f 6e 20 32 39 20 28 | ing.and.Computer.Simulation.29.( |
| 70c40 | 31 29 2c 20 32 30 31 39 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f | 1),.2019,................http:// |
| 70c60 | 61 72 78 69 76 2e 6f 72 67 2f 61 62 73 2f 31 38 30 35 2e 31 30 39 34 31 2e 0a 0a 20 20 20 20 20 | arxiv.org/abs/1805.10941........ |
| 70c80 | 20 20 20 00 6c 65 66 74 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6c 6f 67 6e 6f 72 6d | ....left.................lognorm |
| 70ca0 | 61 6c 28 6d 65 61 6e 3d 30 2e 30 2c 20 73 69 67 6d 61 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e | al(mean=0.0,.sigma=1.0,.size=Non |
| 70cc0 | 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 | e)..........Draw.samples.from.a. |
| 70ce0 | 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 | log-normal.distribution......... |
| 70d00 | 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c | ..Draw.samples.from.a.log-normal |
| 70d20 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 6d 65 61 | .distribution.with.specified.mea |
| 70d40 | 6e 2c 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 61 | n,.........standard.deviation,.a |
| 70d60 | 6e 64 20 61 72 72 61 79 20 73 68 61 70 65 2e 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 20 6d | nd.array.shape...Note.that.the.m |
| 70d80 | 65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69 | ean.and.standard.........deviati |
| 70da0 | 6f 6e 20 61 72 65 20 6e 6f 74 20 74 68 65 20 76 61 6c 75 65 73 20 66 6f 72 20 74 68 65 20 64 69 | on.are.not.the.values.for.the.di |
| 70dc0 | 73 74 72 69 62 75 74 69 6f 6e 20 69 74 73 65 6c 66 2c 20 62 75 74 20 6f 66 20 74 68 65 0a 20 20 | stribution.itself,.but.of.the... |
| 70de0 | 20 20 20 20 20 20 75 6e 64 65 72 6c 79 69 6e 67 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 | ......underlying.normal.distribu |
| 70e00 | 74 69 6f 6e 20 69 74 20 69 73 20 64 65 72 69 76 65 64 20 66 72 6f 6d 2e 0a 0a 20 20 20 20 20 20 | tion.it.is.derived.from......... |
| 70e20 | 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a | ..Parameters.........----------. |
| 70e40 | 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 | ........mean.:.float.or.array_li |
| 70e60 | 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | ke.of.floats,.optional.......... |
| 70e80 | 20 20 20 4d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 75 6e 64 65 72 6c 79 69 6e 67 20 | ...Mean.value.of.the.underlying. |
| 70ea0 | 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c 74 20 69 73 20 | normal.distribution..Default.is. |
| 70ec0 | 30 2e 0a 20 20 20 20 20 20 20 20 73 69 67 6d 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | 0..........sigma.:.float.or.arra |
| 70ee0 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 | y_like.of.floats,.optional...... |
| 70f00 | 20 20 20 20 20 20 20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 6f 66 20 74 68 65 | .......Standard.deviation.of.the |
| 70f20 | 20 75 6e 64 65 72 6c 79 69 6e 67 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | .underlying.normal.distribution. |
| 70f40 | 20 4d 75 73 74 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 | .Must.be.............non-negativ |
| 70f60 | 65 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 | e..Default.is.1..........size.:. |
| 70f80 | 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 | int.or.tuple.of.ints,.optional.. |
| 70fa0 | 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 | ...........Output.shape...If.the |
| 70fc0 | 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 | .given.shape.is,.e.g.,.``(m,.n,. |
| 70fe0 | 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a | k)``,.then.............``m.*.n.* |
| 71000 | 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 | .k``.samples.are.drawn...If.size |
| 71020 | 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 | .is.``None``.(default),......... |
| 71040 | 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 | ....a.single.value.is.returned.i |
| 71060 | 66 20 60 60 6d 65 61 6e 60 60 20 61 6e 64 20 60 60 73 69 67 6d 61 60 60 20 61 72 65 20 62 6f 74 | f.``mean``.and.``sigma``.are.bot |
| 71080 | 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 | h.scalars..............Otherwise |
| 710a0 | 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 69 67 6d 61 29 2e 73 69 | ,.``np.broadcast(mean,.sigma).si |
| 710c0 | 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 | ze``.samples.are.drawn.......... |
| 710e0 | 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | .Returns.........-------........ |
| 71100 | 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 | .out.:.ndarray.or.scalar........ |
| 71120 | 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 | .....Drawn.samples.from.the.para |
| 71140 | 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | meterized.log-normal.distributio |
| 71160 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d | n...........See.Also.........--- |
| 71180 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 6e 6f 72 | -----.........scipy.stats.lognor |
| 711a0 | 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e | m.:.probability.density.function |
| 711c0 | 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 | ,.distribution,.............cumu |
| 711e0 | 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 | lative.density.function,.etc.... |
| 71200 | 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .......Notes.........-----...... |
| 71220 | 20 20 20 41 20 76 61 72 69 61 62 6c 65 20 60 78 60 20 68 61 73 20 61 20 6c 6f 67 2d 6e 6f 72 6d | ...A.variable.`x`.has.a.log-norm |
| 71240 | 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 66 20 60 6c 6f 67 28 78 29 60 20 69 73 20 6e | al.distribution.if.`log(x)`.is.n |
| 71260 | 6f 72 6d 61 6c 6c 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 65 64 2e 20 20 54 68 | ormally.........distributed...Th |
| 71280 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 | e.probability.density.function.f |
| 712a0 | 6f 72 20 74 68 65 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 | or.the.log-normal.........distri |
| 712c0 | 62 75 74 69 6f 6e 20 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 | bution.is:.............math::.p( |
| 712e0 | 78 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 69 67 6d 61 20 78 20 5c 73 71 72 74 7b 32 5c 70 | x).=.\frac{1}{\sigma.x.\sqrt{2\p |
| 71300 | 69 7d 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 65 5e 7b | i}}..........................e^{ |
| 71320 | 28 2d 5c 66 72 61 63 7b 28 6c 6e 28 78 29 2d 5c 6d 75 29 5e 32 7d 7b 32 5c 73 69 67 6d 61 5e 32 | (-\frac{(ln(x)-\mu)^2}{2\sigma^2 |
| 71340 | 7d 29 7d 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 | })}..........where.:math:`\mu`.i |
| 71360 | 73 20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 73 69 67 6d 61 60 20 69 73 | s.the.mean.and.:math:`\sigma`.is |
| 71380 | 20 74 68 65 20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69 6f 6e 20 | .the.standard.........deviation. |
| 713a0 | 6f 66 20 74 68 65 20 6e 6f 72 6d 61 6c 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6c 6f 67 61 | of.the.normally.distributed.loga |
| 713c0 | 72 69 74 68 6d 20 6f 66 20 74 68 65 20 76 61 72 69 61 62 6c 65 2e 0a 20 20 20 20 20 20 20 20 41 | rithm.of.the.variable..........A |
| 713e0 | 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 73 75 6c 74 73 | .log-normal.distribution.results |
| 71400 | 20 69 66 20 61 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 20 69 73 20 74 68 65 20 2a 70 72 | .if.a.random.variable.is.the.*pr |
| 71420 | 6f 64 75 63 74 2a 0a 20 20 20 20 20 20 20 20 6f 66 20 61 20 6c 61 72 67 65 20 6e 75 6d 62 65 72 | oduct*.........of.a.large.number |
| 71440 | 20 6f 66 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65 6e 74 69 63 61 6c 6c 79 2d 64 69 73 | .of.independent,.identically-dis |
| 71460 | 74 72 69 62 75 74 65 64 20 76 61 72 69 61 62 6c 65 73 20 69 6e 0a 20 20 20 20 20 20 20 20 74 68 | tributed.variables.in.........th |
| 71480 | 65 20 73 61 6d 65 20 77 61 79 20 74 68 61 74 20 61 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 | e.same.way.that.a.normal.distrib |
| 714a0 | 75 74 69 6f 6e 20 72 65 73 75 6c 74 73 20 69 66 20 74 68 65 20 76 61 72 69 61 62 6c 65 20 69 73 | ution.results.if.the.variable.is |
| 714c0 | 20 74 68 65 0a 20 20 20 20 20 20 20 20 2a 73 75 6d 2a 20 6f 66 20 61 20 6c 61 72 67 65 20 6e 75 | .the.........*sum*.of.a.large.nu |
| 714e0 | 6d 62 65 72 20 6f 66 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65 6e 74 69 63 61 6c 6c 79 | mber.of.independent,.identically |
| 71500 | 2d 64 69 73 74 72 69 62 75 74 65 64 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 62 6c 65 73 2e 0a | -distributed.........variables.. |
| 71520 | 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | .........References.........---- |
| 71540 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 69 6d 70 65 72 74 2c 20 45 | ------............[1].Limpert,.E |
| 71560 | 2e 2c 20 53 74 61 68 65 6c 2c 20 57 2e 20 41 2e 2c 20 61 6e 64 20 41 62 62 74 2c 20 4d 2e 2c 20 | .,.Stahel,.W..A.,.and.Abbt,.M.,. |
| 71580 | 22 4c 6f 67 2d 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 | "Log-normal................Distr |
| 715a0 | 69 62 75 74 69 6f 6e 73 20 61 63 72 6f 73 73 20 74 68 65 20 53 63 69 65 6e 63 65 73 3a 20 4b 65 | ibutions.across.the.Sciences:.Ke |
| 715c0 | 79 73 20 61 6e 64 20 43 6c 75 65 73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 42 69 | ys.and.Clues,"................Bi |
| 715e0 | 6f 53 63 69 65 6e 63 65 2c 20 56 6f 6c 2e 20 35 31 2c 20 4e 6f 2e 20 35 2c 20 4d 61 79 2c 20 32 | oScience,.Vol..51,.No..5,.May,.2 |
| 71600 | 30 30 31 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 73 74 61 74 | 001.................https://stat |
| 71620 | 2e 65 74 68 7a 2e 63 68 2f 7e 73 74 61 68 65 6c 2f 6c 6f 67 6e 6f 72 6d 61 6c 2f 62 69 6f 73 63 | .ethz.ch/~stahel/lognormal/biosc |
| 71640 | 69 65 6e 63 65 2e 70 64 66 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 52 65 69 73 73 2c 20 | ience.pdf............[2].Reiss,. |
| 71660 | 52 2e 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 4d 2e 2c 20 22 53 74 61 74 69 73 74 69 63 61 | R.D..and.Thomas,.M.,."Statistica |
| 71680 | 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 20 20 | l.Analysis.of.Extreme........... |
| 716a0 | 20 20 20 20 20 56 61 6c 75 65 73 2c 22 20 42 61 73 65 6c 3a 20 42 69 72 6b 68 61 75 73 65 72 20 | .....Values,".Basel:.Birkhauser. |
| 716c0 | 56 65 72 6c 61 67 2c 20 32 30 30 31 2c 20 70 70 2e 20 33 31 2d 33 32 2e 0a 0a 20 20 20 20 20 20 | Verlag,.2001,.pp..31-32......... |
| 716e0 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 71700 | 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 | ....Draw.samples.from.the.distri |
| 71720 | 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 | bution:..........>>>.rng.=.np.ra |
| 71740 | 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d | ndom.default_rng().........>>>.m |
| 71760 | 75 2c 20 73 69 67 6d 61 20 3d 20 33 2e 2c 20 31 2e 20 23 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 | u,.sigma.=.3.,.1..#.mean.and.sta |
| 71780 | 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 | ndard.deviation.........>>>.s.=. |
| 717a0 | 72 6e 67 2e 6c 6f 67 6e 6f 72 6d 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c 20 31 30 30 30 29 0a 0a | rng.lognormal(mu,.sigma,.1000).. |
| 717c0 | 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 | ........Display.the.histogram.of |
| 717e0 | 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 | .the.samples,.along.with........ |
| 71800 | 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f | .the.probability.density.functio |
| 71820 | 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 | n:..........>>>.import.matplotli |
| 71840 | 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e | b.pyplot.as.plt.........>>>.coun |
| 71860 | 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 31 | t,.bins,.ignored.=.plt.hist(s,.1 |
| 71880 | 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 2c 20 61 6c 69 67 6e 3d 27 6d 69 64 27 29 0a 0a | 00,.density=True,.align='mid').. |
| 718a0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 6d 69 6e 28 | ........>>>.x.=.np.linspace(min( |
| 718c0 | 62 69 6e 73 29 2c 20 6d 61 78 28 62 69 6e 73 29 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 | bins),.max(bins),.10000)........ |
| 718e0 | 20 3e 3e 3e 20 70 64 66 20 3d 20 28 6e 70 2e 65 78 70 28 2d 28 6e 70 2e 6c 6f 67 28 78 29 20 2d | .>>>.pdf.=.(np.exp(-(np.log(x).- |
| 71900 | 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a 20 73 69 67 6d 61 2a 2a 32 29 29 0a 20 20 20 20 20 20 | .mu)**2./.(2.*.sigma**2))....... |
| 71920 | 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 2f 20 28 78 20 2a 20 73 69 67 6d 61 20 2a 20 6e 70 2e 73 | ............./.(x.*.sigma.*.np.s |
| 71940 | 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c | qrt(2.*.np.pi)))..........>>>.pl |
| 71960 | 74 2e 70 6c 6f 74 28 78 2c 20 70 64 66 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f | t.plot(x,.pdf,.linewidth=2,.colo |
| 71980 | 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 74 69 67 | r='r').........>>>.plt.axis('tig |
| 719a0 | 68 74 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 | ht').........>>>.plt.show()..... |
| 719c0 | 20 20 20 20 20 44 65 6d 6f 6e 73 74 72 61 74 65 20 74 68 61 74 20 74 61 6b 69 6e 67 20 74 68 65 | .....Demonstrate.that.taking.the |
| 719e0 | 20 70 72 6f 64 75 63 74 73 20 6f 66 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d | .products.of.random.samples.from |
| 71a00 | 20 61 20 75 6e 69 66 6f 72 6d 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | .a.uniform.........distribution. |
| 71a20 | 63 61 6e 20 62 65 20 66 69 74 20 77 65 6c 6c 20 62 79 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 | can.be.fit.well.by.a.log-normal. |
| 71a40 | 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 0a 20 20 20 20 20 20 20 20 66 75 6e 63 | probability.density.........func |
| 71a60 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 20 47 65 6e 65 72 61 74 65 20 61 20 | tion...........>>>.#.Generate.a. |
| 71a80 | 74 68 6f 75 73 61 6e 64 20 73 61 6d 70 6c 65 73 3a 20 65 61 63 68 20 69 73 20 74 68 65 20 70 72 | thousand.samples:.each.is.the.pr |
| 71aa0 | 6f 64 75 63 74 20 6f 66 20 31 30 30 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | oduct.of.100.random.........>>>. |
| 71ac0 | 23 20 76 61 6c 75 65 73 2c 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6e 6f 72 6d 61 6c 20 64 69 | #.values,.drawn.from.a.normal.di |
| 71ae0 | 73 74 72 69 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 72 6e | stribution..........>>>.rng.=.rn |
| 71b00 | 67 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 62 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e | g.........>>>.b.=.[].........>>> |
| 71b20 | 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67 65 28 31 30 30 30 29 3a 0a 20 20 20 20 20 20 20 20 2e | .for.i.in.range(1000):.......... |
| 71b40 | 2e 2e 20 20 20 20 61 20 3d 20 31 30 2e 20 2b 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 | ......a.=.10..+.rng.standard_nor |
| 71b60 | 6d 61 6c 28 31 30 30 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 62 2e 61 70 70 65 6e 64 | mal(100)................b.append |
| 71b80 | 28 6e 70 2e 70 72 6f 64 75 63 74 28 61 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 62 20 3d | (np.product(a))..........>>>.b.= |
| 71ba0 | 20 6e 70 2e 61 72 72 61 79 28 62 29 20 2f 20 6e 70 2e 6d 69 6e 28 62 29 20 23 20 73 63 61 6c 65 | .np.array(b)./.np.min(b).#.scale |
| 71bc0 | 20 76 61 6c 75 65 73 20 74 6f 20 62 65 20 70 6f 73 69 74 69 76 65 0a 20 20 20 20 20 20 20 20 3e | .values.to.be.positive.........> |
| 71be0 | 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 | >>.count,.bins,.ignored.=.plt.hi |
| 71c00 | 73 74 28 62 2c 20 31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 2c 20 61 6c 69 67 6e 3d 27 | st(b,.100,.density=True,.align=' |
| 71c20 | 6d 69 64 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 69 67 6d 61 20 3d 20 6e 70 2e 73 74 64 | mid').........>>>.sigma.=.np.std |
| 71c40 | 28 6e 70 2e 6c 6f 67 28 62 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20 3d 20 6e 70 2e | (np.log(b)).........>>>.mu.=.np. |
| 71c60 | 6d 65 61 6e 28 6e 70 2e 6c 6f 67 28 62 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d | mean(np.log(b))..........>>>.x.= |
| 71c80 | 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 6d 69 6e 28 62 69 6e 73 29 2c 20 6d 61 78 28 62 69 6e 73 | .np.linspace(min(bins),.max(bins |
| 71ca0 | 29 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66 20 3d 20 28 6e 70 2e | ),.10000).........>>>.pdf.=.(np. |
| 71cc0 | 65 78 70 28 2d 28 6e 70 2e 6c 6f 67 28 78 29 20 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a 20 | exp(-(np.log(x).-.mu)**2./.(2.*. |
| 71ce0 | 73 69 67 6d 61 2a 2a 32 29 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 2f 20 | sigma**2))..................../. |
| 71d00 | 28 78 20 2a 20 73 69 67 6d 61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 | (x.*.sigma.*.np.sqrt(2.*.np.pi)) |
| 71d20 | 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 70 64 66 2c 20 | )..........>>>.plt.plot(x,.pdf,. |
| 71d40 | 63 6f 6c 6f 72 3d 27 72 27 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 29 0a 20 20 20 20 20 20 20 20 | color='r',.linewidth=2)......... |
| 71d60 | 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 | >>>.plt.show().................. |
| 71d80 | 73 75 6d 28 70 76 61 6c 73 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 | sum(pvals................standar |
| 71da0 | 64 5f 74 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 | d_t(df,.size=None)..........Draw |
| 71dc0 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20 53 74 75 64 65 6e 74 | .samples.from.a.standard.Student |
| 71de0 | 27 73 20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 60 64 66 60 20 64 65 67 72 | 's.t.distribution.with.`df`.degr |
| 71e00 | 65 65 73 0a 20 20 20 20 20 20 20 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 | ees.........of.freedom.......... |
| 71e20 | 20 41 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 68 79 70 65 72 62 6f 6c 69 | .A.special.case.of.the.hyperboli |
| 71e40 | 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 41 73 20 60 64 66 60 20 67 65 74 73 0a 20 20 | c.distribution...As.`df`.gets... |
| 71e60 | 20 20 20 20 20 20 6c 61 72 67 65 2c 20 74 68 65 20 72 65 73 75 6c 74 20 72 65 73 65 6d 62 6c 65 | ......large,.the.result.resemble |
| 71e80 | 73 20 74 68 61 74 20 6f 66 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 0a 20 20 | s.that.of.the.standard.normal... |
| 71ea0 | 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 60 73 74 61 6e 64 61 72 64 5f 6e 6f | ......distribution.(`standard_no |
| 71ec0 | 72 6d 61 6c 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 | rmal`)...........Parameters..... |
| 71ee0 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20 3a 20 66 6c 6f 61 | ....----------.........df.:.floa |
| 71f00 | 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 | t.or.array_like.of.floats....... |
| 71f20 | 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 | ......Degrees.of.freedom,.must.b |
| 71f40 | 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 | e.>.0..........size.:.int.or.tup |
| 71f60 | 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | le.of.ints,.optional............ |
| 71f80 | 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 | .Output.shape...If.the.given.sha |
| 71fa0 | 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e | pe.is,.e.g.,.``(m,.n,.k)``,.then |
| 71fc0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c | .............``m.*.n.*.k``.sampl |
| 71fe0 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 | es.are.drawn...If.size.is.``None |
| 72000 | 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 | ``.(default),.............a.sing |
| 72020 | 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 60 60 20 69 | le.value.is.returned.if.``df``.i |
| 72040 | 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 | s.a.scalar...Otherwise,......... |
| 72060 | 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 64 66 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 | ....``np.array(df).size``.sample |
| 72080 | 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | s.are.drawn...........Returns... |
| 720a0 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 | ......-------.........out.:.ndar |
| 720c0 | 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 | ray.or.scalar.............Drawn. |
| 720e0 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 73 | samples.from.the.parameterized.s |
| 72100 | 74 61 6e 64 61 72 64 20 53 74 75 64 65 6e 74 27 73 20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e | tandard.Student's.t.distribution |
| 72120 | 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 | ...........Notes.........-----.. |
| 72140 | 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 | .......The.probability.density.f |
| 72160 | 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 | unction.for.the.t.distribution.i |
| 72180 | 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 2c 20 64 66 29 20 3d 20 | s.............math::.P(x,.df).=. |
| 721a0 | 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 5c 66 72 61 63 7b 64 66 2b 31 7d 7b 32 7d 29 7d 7b 5c 73 | \frac{\Gamma(\frac{df+1}{2})}{\s |
| 721c0 | 71 72 74 7b 5c 70 69 20 64 66 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 47 | qrt{\pi.df}...................\G |
| 721e0 | 61 6d 6d 61 28 5c 66 72 61 63 7b 64 66 7d 7b 32 7d 29 7d 5c 42 69 67 6c 28 20 31 2b 5c 66 72 61 | amma(\frac{df}{2})}\Bigl(.1+\fra |
| 72200 | 63 7b 78 5e 32 7d 7b 64 66 7d 20 5c 42 69 67 72 29 5e 7b 2d 28 64 66 2b 31 29 2f 32 7d 0a 0a 20 | c{x^2}{df}.\Bigr)^{-(df+1)/2}... |
| 72220 | 20 20 20 20 20 20 20 54 68 65 20 74 20 74 65 73 74 20 69 73 20 62 61 73 65 64 20 6f 6e 20 61 6e | .......The.t.test.is.based.on.an |
| 72240 | 20 61 73 73 75 6d 70 74 69 6f 6e 20 74 68 61 74 20 74 68 65 20 64 61 74 61 20 63 6f 6d 65 20 66 | .assumption.that.the.data.come.f |
| 72260 | 72 6f 6d 20 61 0a 20 20 20 20 20 20 20 20 4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | rom.a.........Normal.distributio |
| 72280 | 6e 2e 20 54 68 65 20 74 20 74 65 73 74 20 70 72 6f 76 69 64 65 73 20 61 20 77 61 79 20 74 6f 20 | n..The.t.test.provides.a.way.to. |
| 722a0 | 74 65 73 74 20 77 68 65 74 68 65 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 61 6d 70 6c 65 20 | test.whether.........the.sample. |
| 722c0 | 6d 65 61 6e 20 28 74 68 61 74 20 69 73 20 74 68 65 20 6d 65 61 6e 20 63 61 6c 63 75 6c 61 74 65 | mean.(that.is.the.mean.calculate |
| 722e0 | 64 20 66 72 6f 6d 20 74 68 65 20 64 61 74 61 29 20 69 73 0a 20 20 20 20 20 20 20 20 61 20 67 6f | d.from.the.data).is.........a.go |
| 72300 | 6f 64 20 65 73 74 69 6d 61 74 65 20 6f 66 20 74 68 65 20 74 72 75 65 20 6d 65 61 6e 2e 0a 0a 20 | od.estimate.of.the.true.mean.... |
| 72320 | 20 20 20 20 20 20 20 54 68 65 20 64 65 72 69 76 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 74 2d 64 | .......The.derivation.of.the.t-d |
| 72340 | 69 73 74 72 69 62 75 74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 70 75 62 6c 69 73 68 65 64 20 | istribution.was.first.published. |
| 72360 | 69 6e 0a 20 20 20 20 20 20 20 20 31 39 30 38 20 62 79 20 57 69 6c 6c 69 61 6d 20 47 6f 73 73 65 | in.........1908.by.William.Gosse |
| 72380 | 74 20 77 68 69 6c 65 20 77 6f 72 6b 69 6e 67 20 66 6f 72 20 74 68 65 20 47 75 69 6e 6e 65 73 73 | t.while.working.for.the.Guinness |
| 723a0 | 20 42 72 65 77 65 72 79 0a 20 20 20 20 20 20 20 20 69 6e 20 44 75 62 6c 69 6e 2e 20 44 75 65 20 | .Brewery.........in.Dublin..Due. |
| 723c0 | 74 6f 20 70 72 6f 70 72 69 65 74 61 72 79 20 69 73 73 75 65 73 2c 20 68 65 20 68 61 64 20 74 6f | to.proprietary.issues,.he.had.to |
| 723e0 | 20 70 75 62 6c 69 73 68 20 75 6e 64 65 72 0a 20 20 20 20 20 20 20 20 61 20 70 73 65 75 64 6f 6e | .publish.under.........a.pseudon |
| 72400 | 79 6d 2c 20 61 6e 64 20 73 6f 20 68 65 20 75 73 65 64 20 74 68 65 20 6e 61 6d 65 20 53 74 75 64 | ym,.and.so.he.used.the.name.Stud |
| 72420 | 65 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 | ent...........References........ |
| 72440 | 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 | .----------............[1].Dalga |
| 72460 | 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e 74 72 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69 73 | ard,.Peter,."Introductory.Statis |
| 72480 | 74 69 63 73 20 57 69 74 68 20 52 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 | tics.With.R",................Spr |
| 724a0 | 69 6e 67 65 72 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 | inger,.2002.............[2].Wiki |
| 724c0 | 70 65 64 69 61 2c 20 22 53 74 75 64 65 6e 74 27 73 20 74 2d 64 69 73 74 72 69 62 75 74 69 6f 6e | pedia,."Student's.t-distribution |
| 724e0 | 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 | "................https://en.wiki |
| 72500 | 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 53 74 75 64 65 6e 74 27 73 5f 74 2d 64 69 73 74 72 | pedia.org/wiki/Student's_t-distr |
| 72520 | 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 | ibution..........Examples....... |
| 72540 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 46 72 6f 6d 20 44 61 6c 67 61 61 72 64 | ..--------.........From.Dalgaard |
| 72560 | 20 70 61 67 65 20 38 33 20 5b 31 5d 5f 2c 20 73 75 70 70 6f 73 65 20 74 68 65 20 64 61 69 6c 79 | .page.83.[1]_,.suppose.the.daily |
| 72580 | 20 65 6e 65 72 67 79 20 69 6e 74 61 6b 65 20 66 6f 72 20 31 31 0a 20 20 20 20 20 20 20 20 77 6f | .energy.intake.for.11.........wo |
| 725a0 | 6d 65 6e 20 69 6e 20 6b 69 6c 6f 6a 6f 75 6c 65 73 20 28 6b 4a 29 20 69 73 3a 0a 0a 20 20 20 20 | men.in.kilojoules.(kJ).is:...... |
| 725c0 | 20 20 20 20 3e 3e 3e 20 69 6e 74 61 6b 65 20 3d 20 6e 70 2e 61 72 72 61 79 28 5b 35 32 36 30 2e | ....>>>.intake.=.np.array([5260. |
| 725e0 | 2c 20 35 34 37 30 2c 20 35 36 34 30 2c 20 36 31 38 30 2c 20 36 33 39 30 2c 20 36 35 31 35 2c 20 | ,.5470,.5640,.6180,.6390,.6515,. |
| 72600 | 36 38 30 35 2c 20 37 35 31 35 2c 20 5c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 | 6805,.7515,.\................... |
| 72620 | 20 20 20 20 20 20 20 20 20 20 20 20 20 37 35 31 35 2c 20 38 32 33 30 2c 20 38 37 37 30 5d 29 0a | .............7515,.8230,.8770]). |
| 72640 | 0a 20 20 20 20 20 20 20 20 44 6f 65 73 20 74 68 65 69 72 20 65 6e 65 72 67 79 20 69 6e 74 61 6b | .........Does.their.energy.intak |
| 72660 | 65 20 64 65 76 69 61 74 65 20 73 79 73 74 65 6d 61 74 69 63 61 6c 6c 79 20 66 72 6f 6d 20 74 68 | e.deviate.systematically.from.th |
| 72680 | 65 20 72 65 63 6f 6d 6d 65 6e 64 65 64 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 20 6f 66 20 37 | e.recommended.........value.of.7 |
| 726a0 | 37 32 35 20 6b 4a 3f 20 4f 75 72 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 69 6c 6c | 725.kJ?.Our.null.hypothesis.will |
| 726c0 | 20 62 65 20 74 68 65 20 61 62 73 65 6e 63 65 20 6f 66 20 64 65 76 69 61 74 69 6f 6e 2c 0a 20 20 | .be.the.absence.of.deviation,... |
| 726e0 | 20 20 20 20 20 20 61 6e 64 20 74 68 65 20 61 6c 74 65 72 6e 61 74 65 20 68 79 70 6f 74 68 65 73 | ......and.the.alternate.hypothes |
| 72700 | 69 73 20 77 69 6c 6c 20 62 65 20 74 68 65 20 70 72 65 73 65 6e 63 65 20 6f 66 20 61 6e 20 65 66 | is.will.be.the.presence.of.an.ef |
| 72720 | 66 65 63 74 20 74 68 61 74 20 63 6f 75 6c 64 20 62 65 0a 20 20 20 20 20 20 20 20 65 69 74 68 65 | fect.that.could.be.........eithe |
| 72740 | 72 20 70 6f 73 69 74 69 76 65 20 6f 72 20 6e 65 67 61 74 69 76 65 2c 20 68 65 6e 63 65 20 6d 61 | r.positive.or.negative,.hence.ma |
| 72760 | 6b 69 6e 67 20 6f 75 72 20 74 65 73 74 20 32 2d 74 61 69 6c 65 64 2e 20 0a 0a 20 20 20 20 20 20 | king.our.test.2-tailed.......... |
| 72780 | 20 20 42 65 63 61 75 73 65 20 77 65 20 61 72 65 20 65 73 74 69 6d 61 74 69 6e 67 20 74 68 65 20 | ..Because.we.are.estimating.the. |
| 727a0 | 6d 65 61 6e 20 61 6e 64 20 77 65 20 68 61 76 65 20 4e 3d 31 31 20 76 61 6c 75 65 73 20 69 6e 20 | mean.and.we.have.N=11.values.in. |
| 727c0 | 6f 75 72 20 73 61 6d 70 6c 65 2c 0a 20 20 20 20 20 20 20 20 77 65 20 68 61 76 65 20 4e 2d 31 3d | our.sample,.........we.have.N-1= |
| 727e0 | 31 30 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 20 57 65 20 73 65 74 20 6f 75 | 10.degrees.of.freedom..We.set.ou |
| 72800 | 72 20 73 69 67 6e 69 66 69 63 61 6e 63 65 20 6c 65 76 65 6c 20 74 6f 20 39 35 25 20 61 6e 64 20 | r.significance.level.to.95%.and. |
| 72820 | 0a 20 20 20 20 20 20 20 20 63 6f 6d 70 75 74 65 20 74 68 65 20 74 20 73 74 61 74 69 73 74 69 63 | .........compute.the.t.statistic |
| 72840 | 20 75 73 69 6e 67 20 74 68 65 20 65 6d 70 69 72 69 63 61 6c 20 6d 65 61 6e 20 61 6e 64 20 65 6d | .using.the.empirical.mean.and.em |
| 72860 | 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72 64 20 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 | pirical.standard..........deviat |
| 72880 | 69 6f 6e 20 6f 66 20 6f 75 72 20 69 6e 74 61 6b 65 2e 20 57 65 20 75 73 65 20 61 20 64 64 6f 66 | ion.of.our.intake..We.use.a.ddof |
| 728a0 | 20 6f 66 20 31 20 74 6f 20 62 61 73 65 20 74 68 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 20 6f 66 | .of.1.to.base.the.computation.of |
| 728c0 | 20 6f 75 72 20 0a 20 20 20 20 20 20 20 20 65 6d 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72 64 | .our..........empirical.standard |
| 728e0 | 20 64 65 76 69 61 74 69 6f 6e 20 6f 6e 20 61 6e 20 75 6e 62 69 61 73 65 64 20 65 73 74 69 6d 61 | .deviation.on.an.unbiased.estima |
| 72900 | 74 65 20 6f 66 20 74 68 65 20 76 61 72 69 61 6e 63 65 20 28 6e 6f 74 65 3a 0a 20 20 20 20 20 20 | te.of.the.variance.(note:....... |
| 72920 | 20 20 74 68 65 20 66 69 6e 61 6c 20 65 73 74 69 6d 61 74 65 20 69 73 20 6e 6f 74 20 75 6e 62 69 | ..the.final.estimate.is.not.unbi |
| 72940 | 61 73 65 64 20 64 75 65 20 74 6f 20 74 68 65 20 63 6f 6e 63 61 76 65 20 6e 61 74 75 72 65 20 6f | ased.due.to.the.concave.nature.o |
| 72960 | 66 20 74 68 65 20 73 71 75 61 72 65 20 0a 20 20 20 20 20 20 20 20 72 6f 6f 74 29 2e 0a 0a 20 20 | f.the.square..........root)..... |
| 72980 | 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 6d 65 61 6e 28 69 6e 74 61 6b 65 29 0a 20 20 20 20 20 20 | ......>>>.np.mean(intake)....... |
| 729a0 | 20 20 36 37 35 33 2e 36 33 36 33 36 33 36 33 36 33 36 34 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ..6753.636363636364.........>>>. |
| 729c0 | 69 6e 74 61 6b 65 2e 73 74 64 28 64 64 6f 66 3d 31 29 0a 20 20 20 20 20 20 20 20 31 31 34 32 2e | intake.std(ddof=1).........1142. |
| 729e0 | 31 32 33 32 32 32 31 33 37 33 37 32 37 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 74 20 3d 20 28 6e | 1232221373727.........>>>.t.=.(n |
| 72a00 | 70 2e 6d 65 61 6e 28 69 6e 74 61 6b 65 29 2d 37 37 32 35 29 2f 28 69 6e 74 61 6b 65 2e 73 74 64 | p.mean(intake)-7725)/(intake.std |
| 72a20 | 28 64 64 6f 66 3d 31 29 2f 6e 70 2e 73 71 72 74 28 6c 65 6e 28 69 6e 74 61 6b 65 29 29 29 0a 20 | (ddof=1)/np.sqrt(len(intake))).. |
| 72a40 | 20 20 20 20 20 20 20 3e 3e 3e 20 74 0a 20 20 20 20 20 20 20 20 2d 32 2e 38 32 30 37 35 34 30 36 | .......>>>.t.........-2.82075406 |
| 72a60 | 30 38 33 31 30 31 39 38 0a 0a 20 20 20 20 20 20 20 20 57 65 20 64 72 61 77 20 31 30 30 30 30 30 | 08310198..........We.draw.100000 |
| 72a80 | 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 53 74 75 64 65 6e 74 27 73 20 74 20 64 69 73 74 72 | 0.samples.from.Student's.t.distr |
| 72aa0 | 69 62 75 74 69 6f 6e 20 77 69 74 68 20 74 68 65 20 61 64 65 71 75 61 74 65 0a 20 20 20 20 20 20 | ibution.with.the.adequate....... |
| 72ac0 | 20 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 3e | ..degrees.of.freedom...........> |
| 72ae0 | 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 | >>.import.matplotlib.pyplot.as.p |
| 72b00 | 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 | lt.........>>>.s.=.np.random.def |
| 72b20 | 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 6e 64 61 72 64 5f 74 28 31 30 2c 20 73 69 7a 65 3d 31 | ault_rng().standard_t(10,.size=1 |
| 72b40 | 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 | 000000).........>>>.h.=.plt.hist |
| 72b60 | 28 73 2c 20 62 69 6e 73 3d 31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 0a 20 20 20 | (s,.bins=100,.density=True)..... |
| 72b80 | 20 20 20 20 20 44 6f 65 73 20 6f 75 72 20 74 20 73 74 61 74 69 73 74 69 63 20 6c 61 6e 64 20 69 | .....Does.our.t.statistic.land.i |
| 72ba0 | 6e 20 6f 6e 65 20 6f 66 20 74 68 65 20 74 77 6f 20 63 72 69 74 69 63 61 6c 20 72 65 67 69 6f 6e | n.one.of.the.two.critical.region |
| 72bc0 | 73 20 66 6f 75 6e 64 20 61 74 20 0a 20 20 20 20 20 20 20 20 62 6f 74 68 20 74 61 69 6c 73 20 6f | s.found.at..........both.tails.o |
| 72be0 | 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | f.the.distribution?..........>>> |
| 72c00 | 20 6e 70 2e 73 75 6d 28 6e 70 2e 61 62 73 28 74 29 20 3c 20 6e 70 2e 61 62 73 28 73 29 29 20 2f | .np.sum(np.abs(t).<.np.abs(s))./ |
| 72c20 | 20 66 6c 6f 61 74 28 6c 65 6e 28 73 29 29 0a 20 20 20 20 20 20 20 20 30 2e 30 31 38 33 31 38 20 | .float(len(s)).........0.018318. |
| 72c40 | 20 23 72 61 6e 64 6f 6d 20 3c 20 30 2e 30 35 2c 20 73 74 61 74 69 73 74 69 63 20 69 73 20 69 6e | .#random.<.0.05,.statistic.is.in |
| 72c60 | 20 63 72 69 74 69 63 61 6c 20 72 65 67 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 | .critical.region..........The.pr |
| 72c80 | 6f 62 61 62 69 6c 69 74 79 20 76 61 6c 75 65 20 66 6f 72 20 74 68 69 73 20 32 2d 74 61 69 6c 65 | obability.value.for.this.2-taile |
| 72ca0 | 64 20 74 65 73 74 20 69 73 20 61 62 6f 75 74 20 31 2e 38 33 25 2c 20 77 68 69 63 68 20 69 73 20 | d.test.is.about.1.83%,.which.is. |
| 72cc0 | 0a 20 20 20 20 20 20 20 20 6c 6f 77 65 72 20 74 68 61 6e 20 74 68 65 20 35 25 20 70 72 65 2d 64 | .........lower.than.the.5%.pre-d |
| 72ce0 | 65 74 65 72 6d 69 6e 65 64 20 73 69 67 6e 69 66 69 63 61 6e 63 65 20 74 68 72 65 73 68 6f 6c 64 | etermined.significance.threshold |
| 72d00 | 2e 20 0a 0a 20 20 20 20 20 20 20 20 54 68 65 72 65 66 6f 72 65 2c 20 74 68 65 20 70 72 6f 62 61 | ............Therefore,.the.proba |
| 72d20 | 62 69 6c 69 74 79 20 6f 66 20 6f 62 73 65 72 76 69 6e 67 20 76 61 6c 75 65 73 20 61 73 20 65 78 | bility.of.observing.values.as.ex |
| 72d40 | 74 72 65 6d 65 20 61 73 20 6f 75 72 20 69 6e 74 61 6b 65 0a 20 20 20 20 20 20 20 20 63 6f 6e 64 | treme.as.our.intake.........cond |
| 72d60 | 69 74 69 6f 6e 61 6c 6c 79 20 6f 6e 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 | itionally.on.the.null.hypothesis |
| 72d80 | 20 62 65 69 6e 67 20 74 72 75 65 20 69 73 20 74 6f 6f 20 6c 6f 77 2c 20 61 6e 64 20 77 65 20 72 | .being.true.is.too.low,.and.we.r |
| 72da0 | 65 6a 65 63 74 20 0a 20 20 20 20 20 20 20 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 | eject..........the.null.hypothes |
| 72dc0 | 69 73 20 6f 66 20 6e 6f 20 64 65 76 69 61 74 69 6f 6e 2e 20 0a 0a 20 20 20 20 20 20 20 20 00 00 | is.of.no.deviation.............. |
| 72de0 | 45 6c 6c 69 70 73 69 73 00 00 00 00 64 74 79 70 65 00 00 00 75 6e 70 61 63 6b 00 00 64 66 6e 75 | Ellipsis....dtype...unpack..dfnu |
| 72e00 | 6d 00 00 00 00 00 00 00 42 75 66 66 65 72 20 76 69 65 77 20 64 6f 65 73 20 6e 6f 74 20 65 78 70 | m.......Buffer.view.does.not.exp |
| 72e20 | 6f 73 65 20 73 74 72 69 64 65 73 00 00 00 00 00 52 61 6e 67 65 20 65 78 63 65 65 64 73 20 76 61 | ose.strides.....Range.exceeds.va |
| 72e40 | 6c 69 64 20 62 6f 75 6e 64 73 00 00 00 00 00 00 55 6e 73 75 70 70 6f 72 74 65 64 20 64 74 79 70 | lid.bounds......Unsupported.dtyp |
| 72e60 | 65 20 25 72 20 66 6f 72 20 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 62 61 73 65 00 00 00 00 | e.%r.for.standard_gamma.base.... |
| 72e80 | 0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e | .........hypergeometric(ngood,.n |
| 72ea0 | 62 61 64 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 | bad,.nsample,.size=None)........ |
| 72ec0 | 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 48 79 70 65 72 67 65 6f 6d 65 | ..Draw.samples.from.a.Hypergeome |
| 72ee0 | 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 | tric.distribution...........Samp |
| 72f00 | 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 68 79 70 65 72 67 65 6f 6d 65 74 | les.are.drawn.from.a.hypergeomet |
| 72f20 | 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a | ric.distribution.with.specified. |
| 72f40 | 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 67 6f 6f 64 60 20 28 77 61 79 | ........parameters,.`ngood`.(way |
| 72f60 | 73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e 29 2c 20 60 6e 62 | s.to.make.a.good.selection),.`nb |
| 72f80 | 61 64 60 20 28 77 61 79 73 20 74 6f 20 6d 61 6b 65 0a 20 20 20 20 20 20 20 20 61 20 62 61 64 20 | ad`.(ways.to.make.........a.bad. |
| 72fa0 | 73 65 6c 65 63 74 69 6f 6e 29 2c 20 61 6e 64 20 60 6e 73 61 6d 70 6c 65 60 20 28 6e 75 6d 62 65 | selection),.and.`nsample`.(numbe |
| 72fc0 | 72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c 65 64 2c 20 77 68 69 63 68 20 69 73 20 6c 65 73 | r.of.items.sampled,.which.is.les |
| 72fe0 | 73 0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f 72 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 73 | s.........than.or.equal.to.the.s |
| 73000 | 75 6d 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 | um.``ngood.+.nbad``)...........P |
| 73020 | 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | arameters.........----------.... |
| 73040 | 20 20 20 20 20 6e 67 6f 6f 64 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f | .....ngood.:.int.or.array_like.o |
| 73060 | 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 77 61 79 | f.ints.............Number.of.way |
| 73080 | 73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e 2e 20 20 4d 75 73 | s.to.make.a.good.selection...Mus |
| 730a0 | 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 | t.be.nonnegative.and............ |
| 730c0 | 20 6c 65 73 73 20 74 68 61 6e 20 31 30 2a 2a 39 2e 0a 20 20 20 20 20 20 20 20 6e 62 61 64 20 3a | .less.than.10**9..........nbad.: |
| 730e0 | 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 | .int.or.array_like.of.ints...... |
| 73100 | 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 77 61 79 73 20 74 6f 20 6d 61 6b 65 20 61 20 | .......Number.of.ways.to.make.a. |
| 73120 | 62 61 64 20 73 65 6c 65 63 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 | bad.selection...Must.be.nonnegat |
| 73140 | 69 76 65 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 6c 65 73 73 20 74 68 61 6e 20 31 30 | ive.and.............less.than.10 |
| 73160 | 2a 2a 39 2e 0a 20 20 20 20 20 20 20 20 6e 73 61 6d 70 6c 65 20 3a 20 69 6e 74 20 6f 72 20 61 72 | **9..........nsample.:.int.or.ar |
| 73180 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d | ray_like.of.ints.............Num |
| 731a0 | 62 65 72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c 65 64 2e 20 20 4d 75 73 74 20 62 65 20 6e | ber.of.items.sampled...Must.be.n |
| 731c0 | 6f 6e 6e 65 67 61 74 69 76 65 20 61 6e 64 20 6c 65 73 73 20 74 68 61 6e 0a 20 20 20 20 20 20 20 | onnegative.and.less.than........ |
| 731e0 | 20 20 20 20 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 2e 0a 20 20 20 20 20 20 20 20 73 | .....``ngood.+.nbad``..........s |
| 73200 | 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 | ize.:.int.or.tuple.of.ints,.opti |
| 73220 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 | onal.............Output.shape... |
| 73240 | 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 | If.the.given.shape.is,.e.g.,.``( |
| 73260 | 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d | m,.n,.k)``,.then.............``m |
| 73280 | 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 | .*.n.*.k``.samples.are.drawn...I |
| 732a0 | 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 | f.size.is.``None``.(default),... |
| 732c0 | 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 | ..........a.single.value.is.retu |
| 732e0 | 72 6e 65 64 20 69 66 20 60 6e 67 6f 6f 64 60 2c 20 60 6e 62 61 64 60 2c 20 61 6e 64 20 60 6e 73 | rned.if.`ngood`,.`nbad`,.and.`ns |
| 73300 | 61 6d 70 6c 65 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 | ample`.............are.all.scala |
| 73320 | 72 73 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e | rs...Otherwise,.``np.broadcast(n |
| 73340 | 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 6c 65 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 | good,.nbad,.nsample).size``..... |
| 73360 | 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 | ........samples.are.drawn....... |
| 73380 | 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ....Returns.........-------..... |
| 733a0 | 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 | ....out.:.ndarray.or.scalar..... |
| 733c0 | 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 | ........Drawn.samples.from.the.p |
| 733e0 | 61 72 61 6d 65 74 65 72 69 7a 65 64 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 | arameterized.hypergeometric.dist |
| 73400 | 72 69 62 75 74 69 6f 6e 2e 20 45 61 63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c | ribution..Each.............sampl |
| 73420 | 65 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 67 6f 6f 64 20 69 74 65 6d 73 20 77 69 | e.is.the.number.of.good.items.wi |
| 73440 | 74 68 69 6e 20 61 20 72 61 6e 64 6f 6d 6c 79 20 73 65 6c 65 63 74 65 64 20 73 75 62 73 65 74 20 | thin.a.randomly.selected.subset. |
| 73460 | 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a 65 20 60 6e 73 61 6d 70 6c 65 60 20 74 61 | of.............size.`nsample`.ta |
| 73480 | 6b 65 6e 20 66 72 6f 6d 20 61 20 73 65 74 20 6f 66 20 60 6e 67 6f 6f 64 60 20 67 6f 6f 64 20 69 | ken.from.a.set.of.`ngood`.good.i |
| 734a0 | 74 65 6d 73 20 61 6e 64 20 60 6e 62 61 64 60 20 62 61 64 20 69 74 65 6d 73 2e 0a 0a 20 20 20 20 | tems.and.`nbad`.bad.items....... |
| 734c0 | 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....See.Also.........--------... |
| 734e0 | 20 20 20 20 20 20 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 | ......multivariate_hypergeometri |
| 73500 | 63 20 3a 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76 | c.:.Draw.samples.from.the.multiv |
| 73520 | 61 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 | ariate.............hypergeometri |
| 73540 | 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 | c.distribution..........scipy.st |
| 73560 | 61 74 73 2e 68 79 70 65 72 67 65 6f 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | ats.hypergeom.:.probability.dens |
| 73580 | 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 | ity.function,.distribution.or... |
| 735a0 | 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e | ..........cumulative.density.fun |
| 735c0 | 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 | ction,.etc...........Notes...... |
| 735e0 | 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 | ...-----.........The.probability |
| 73600 | 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 | .density.for.the.Hypergeometric. |
| 73620 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 | distribution.is.............math |
| 73640 | 3a 3a 20 50 28 78 29 20 3d 20 5c 66 72 61 63 7b 5c 62 69 6e 6f 6d 7b 67 7d 7b 78 7d 5c 62 69 6e | ::.P(x).=.\frac{\binom{g}{x}\bin |
| 73660 | 6f 6d 7b 62 7d 7b 6e 2d 78 7d 7d 7b 5c 62 69 6e 6f 6d 7b 67 2b 62 7d 7b 6e 7d 7d 2c 0a 0a 20 20 | om{b}{n-x}}{\binom{g+b}{n}},.... |
| 73680 | 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 30 20 5c 6c 65 20 78 20 5c 6c 65 20 6e | ......where.:math:`0.\le.x.\le.n |
| 736a0 | 60 20 61 6e 64 20 3a 6d 61 74 68 3a 60 6e 2d 62 20 5c 6c 65 20 78 20 5c 6c 65 20 67 60 0a 0a 20 | `.and.:math:`n-b.\le.x.\le.g`... |
| 736c0 | 20 20 20 20 20 20 20 66 6f 72 20 50 28 78 29 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | .......for.P(x).the.probability. |
| 736e0 | 6f 66 20 60 60 78 60 60 20 67 6f 6f 64 20 72 65 73 75 6c 74 73 20 69 6e 20 74 68 65 20 64 72 61 | of.``x``.good.results.in.the.dra |
| 73700 | 77 6e 20 73 61 6d 70 6c 65 2c 0a 20 20 20 20 20 20 20 20 67 20 3d 20 60 6e 67 6f 6f 64 60 2c 20 | wn.sample,.........g.=.`ngood`,. |
| 73720 | 62 20 3d 20 60 6e 62 61 64 60 2c 20 61 6e 64 20 6e 20 3d 20 60 6e 73 61 6d 70 6c 65 60 2e 0a 0a | b.=.`nbad`,.and.n.=.`nsample`... |
| 73740 | 20 20 20 20 20 20 20 20 43 6f 6e 73 69 64 65 72 20 61 6e 20 75 72 6e 20 77 69 74 68 20 62 6c 61 | ........Consider.an.urn.with.bla |
| 73760 | 63 6b 20 61 6e 64 20 77 68 69 74 65 20 6d 61 72 62 6c 65 73 20 69 6e 20 69 74 2c 20 60 6e 67 6f | ck.and.white.marbles.in.it,.`ngo |
| 73780 | 6f 64 60 20 6f 66 20 74 68 65 6d 0a 20 20 20 20 20 20 20 20 61 72 65 20 62 6c 61 63 6b 20 61 6e | od`.of.them.........are.black.an |
| 737a0 | 64 20 60 6e 62 61 64 60 20 61 72 65 20 77 68 69 74 65 2e 20 49 66 20 79 6f 75 20 64 72 61 77 20 | d.`nbad`.are.white..If.you.draw. |
| 737c0 | 60 6e 73 61 6d 70 6c 65 60 20 62 61 6c 6c 73 20 77 69 74 68 6f 75 74 0a 20 20 20 20 20 20 20 20 | `nsample`.balls.without......... |
| 737e0 | 72 65 70 6c 61 63 65 6d 65 6e 74 2c 20 74 68 65 6e 20 74 68 65 20 68 79 70 65 72 67 65 6f 6d 65 | replacement,.then.the.hypergeome |
| 73800 | 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64 65 73 63 72 69 62 65 73 20 74 68 65 0a | tric.distribution.describes.the. |
| 73820 | 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 62 6c 61 63 6b 20 62 61 | ........distribution.of.black.ba |
| 73840 | 6c 6c 73 20 69 6e 20 74 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 | lls.in.the.drawn.sample......... |
| 73860 | 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | ..Note.that.this.distribution.is |
| 73880 | 20 76 65 72 79 20 73 69 6d 69 6c 61 72 20 74 6f 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 0a 20 20 | .very.similar.to.the.binomial... |
| 738a0 | 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 65 78 63 65 70 74 20 74 68 61 74 20 | ......distribution,.except.that. |
| 738c0 | 69 6e 20 74 68 69 73 20 63 61 73 65 2c 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 | in.this.case,.samples.are.drawn. |
| 738e0 | 77 69 74 68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 6d 65 6e 74 2c 20 77 68 65 | without.........replacement,.whe |
| 73900 | 72 65 61 73 20 69 6e 20 74 68 65 20 42 69 6e 6f 6d 69 61 6c 20 63 61 73 65 20 73 61 6d 70 6c 65 | reas.in.the.Binomial.case.sample |
| 73920 | 73 20 61 72 65 20 64 72 61 77 6e 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 | s.are.drawn.with.........replace |
| 73940 | 6d 65 6e 74 20 28 6f 72 20 74 68 65 20 73 61 6d 70 6c 65 20 73 70 61 63 65 20 69 73 20 69 6e 66 | ment.(or.the.sample.space.is.inf |
| 73960 | 69 6e 69 74 65 29 2e 20 41 73 20 74 68 65 20 73 61 6d 70 6c 65 20 73 70 61 63 65 0a 20 20 20 20 | inite)..As.the.sample.space..... |
| 73980 | 20 20 20 20 62 65 63 6f 6d 65 73 20 6c 61 72 67 65 2c 20 74 68 69 73 20 64 69 73 74 72 69 62 75 | ....becomes.large,.this.distribu |
| 739a0 | 74 69 6f 6e 20 61 70 70 72 6f 61 63 68 65 73 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 2e 0a 0a 20 | tion.approaches.the.binomial.... |
| 739c0 | 20 20 20 20 20 20 20 54 68 65 20 61 72 67 75 6d 65 6e 74 73 20 60 6e 67 6f 6f 64 60 20 61 6e 64 | .......The.arguments.`ngood`.and |
| 739e0 | 20 60 6e 62 61 64 60 20 65 61 63 68 20 6d 75 73 74 20 62 65 20 6c 65 73 73 20 74 68 61 6e 20 60 | .`nbad`.each.must.be.less.than.` |
| 73a00 | 31 30 2a 2a 39 60 2e 20 46 6f 72 0a 20 20 20 20 20 20 20 20 65 78 74 72 65 6d 65 6c 79 20 6c 61 | 10**9`..For.........extremely.la |
| 73a20 | 72 67 65 20 61 72 67 75 6d 65 6e 74 73 2c 20 74 68 65 20 61 6c 67 6f 72 69 74 68 6d 20 74 68 61 | rge.arguments,.the.algorithm.tha |
| 73a40 | 74 20 69 73 20 75 73 65 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 74 68 65 0a 20 20 20 20 20 20 20 | t.is.used.to.compute.the........ |
| 73a60 | 20 73 61 6d 70 6c 65 73 20 5b 34 5d 5f 20 62 72 65 61 6b 73 20 64 6f 77 6e 20 62 65 63 61 75 73 | .samples.[4]_.breaks.down.becaus |
| 73a80 | 65 20 6f 66 20 6c 6f 73 73 20 6f 66 20 70 72 65 63 69 73 69 6f 6e 20 69 6e 20 66 6c 6f 61 74 69 | e.of.loss.of.precision.in.floati |
| 73aa0 | 6e 67 20 70 6f 69 6e 74 0a 20 20 20 20 20 20 20 20 63 61 6c 63 75 6c 61 74 69 6f 6e 73 2e 20 20 | ng.point.........calculations... |
| 73ac0 | 46 6f 72 20 73 75 63 68 20 6c 61 72 67 65 20 76 61 6c 75 65 73 2c 20 69 66 20 60 6e 73 61 6d 70 | For.such.large.values,.if.`nsamp |
| 73ae0 | 6c 65 60 20 69 73 20 6e 6f 74 20 61 6c 73 6f 20 6c 61 72 67 65 2c 0a 20 20 20 20 20 20 20 20 74 | le`.is.not.also.large,.........t |
| 73b00 | 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 20 61 70 70 72 6f 78 69 6d 61 | he.distribution.can.be.approxima |
| 73b20 | 74 65 64 20 77 69 74 68 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 | ted.with.the.binomial.distributi |
| 73b40 | 6f 6e 2c 0a 20 20 20 20 20 20 20 20 60 62 69 6e 6f 6d 69 61 6c 28 6e 3d 6e 73 61 6d 70 6c 65 2c | on,.........`binomial(n=nsample, |
| 73b60 | 20 70 3d 6e 67 6f 6f 64 2f 28 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 29 29 60 2e 0a 0a 20 20 20 20 | .p=ngood/(ngood.+.nbad))`....... |
| 73b80 | 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d | ....References.........--------- |
| 73ba0 | 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e | -............[1].Lentner,.Marvin |
| 73bc0 | 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 | ,."Elementary.Applied.Statistics |
| 73be0 | 22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69 | ",.Bogden................and.Qui |
| 73c00 | 67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 | gley,.1972.............[2].Weiss |
| 73c20 | 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 44 69 | tein,.Eric.W.."Hypergeometric.Di |
| 73c40 | 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | stribution.".From............... |
| 73c60 | 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 | .MathWorld--A.Wolfram.Web.Resour |
| 73c80 | 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f | ce.................http://mathwo |
| 73ca0 | 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 44 69 | rld.wolfram.com/HypergeometricDi |
| 73cc0 | 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 | stribution.html............[3].W |
| 73ce0 | 69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 | ikipedia,."Hypergeometric.distri |
| 73d00 | 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f | bution",................https:// |
| 73d20 | 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65 | en.wikipedia.org/wiki/Hypergeome |
| 73d40 | 74 72 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d | tric_distribution............[4] |
| 73d60 | 20 53 74 61 64 6c 6f 62 65 72 2c 20 45 72 6e 73 74 2c 20 22 54 68 65 20 72 61 74 69 6f 20 6f 66 | .Stadlober,.Ernst,."The.ratio.of |
| 73d80 | 20 75 6e 69 66 6f 72 6d 73 20 61 70 70 72 6f 61 63 68 20 66 6f 72 20 67 65 6e 65 72 61 74 69 6e | .uniforms.approach.for.generatin |
| 73da0 | 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73 63 72 65 74 65 20 72 61 6e 64 6f 6d | g................discrete.random |
| 73dc0 | 20 76 61 72 69 61 74 65 73 22 2c 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 43 6f 6d 70 75 74 61 74 69 | .variates",.Journal.of.Computati |
| 73de0 | 6f 6e 61 6c 20 61 6e 64 20 41 70 70 6c 69 65 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | onal.and.Applied................ |
| 73e00 | 4d 61 74 68 65 6d 61 74 69 63 73 2c 20 33 31 2c 20 70 70 2e 20 31 38 31 2d 31 38 39 20 28 31 39 | Mathematics,.31,.pp..181-189.(19 |
| 73e20 | 39 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d | 90)...........Examples.........- |
| 73e40 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f | -------.........Draw.samples.fro |
| 73e60 | 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | m.the.distribution:..........>>> |
| 73e80 | 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 | .rng.=.np.random.default_rng().. |
| 73ea0 | 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 20 3d 20 | .......>>>.ngood,.nbad,.nsamp.=. |
| 73ec0 | 31 30 30 2c 20 32 2c 20 31 30 0a 20 20 20 20 20 20 20 20 23 20 6e 75 6d 62 65 72 20 6f 66 20 67 | 100,.2,.10.........#.number.of.g |
| 73ee0 | 6f 6f 64 2c 20 6e 75 6d 62 65 72 20 6f 66 20 62 61 64 2c 20 61 6e 64 20 6e 75 6d 62 65 72 20 6f | ood,.number.of.bad,.and.number.o |
| 73f00 | 66 20 73 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 68 79 | f.samples.........>>>.s.=.rng.hy |
| 73f20 | 70 65 72 67 65 6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 2c | pergeometric(ngood,.nbad,.nsamp, |
| 73f40 | 20 31 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f 74 6c | .1000).........>>>.from.matplotl |
| 73f60 | 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f 72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20 3e 3e | ib.pyplot.import.hist.........>> |
| 73f80 | 3e 20 68 69 73 74 28 73 29 0a 20 20 20 20 20 20 20 20 23 20 20 20 6e 6f 74 65 20 74 68 61 74 20 | >.hist(s).........#...note.that. |
| 73fa0 | 69 74 20 69 73 20 76 65 72 79 20 75 6e 6c 69 6b 65 6c 79 20 74 6f 20 67 72 61 62 20 62 6f 74 68 | it.is.very.unlikely.to.grab.both |
| 73fc0 | 20 62 61 64 20 69 74 65 6d 73 0a 0a 20 20 20 20 20 20 20 20 53 75 70 70 6f 73 65 20 79 6f 75 20 | .bad.items..........Suppose.you. |
| 73fe0 | 68 61 76 65 20 61 6e 20 75 72 6e 20 77 69 74 68 20 31 35 20 77 68 69 74 65 20 61 6e 64 20 31 35 | have.an.urn.with.15.white.and.15 |
| 74000 | 20 62 6c 61 63 6b 20 6d 61 72 62 6c 65 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 79 6f 75 20 70 | .black.marbles..........If.you.p |
| 74020 | 75 6c 6c 20 31 35 20 6d 61 72 62 6c 65 73 20 61 74 20 72 61 6e 64 6f 6d 2c 20 68 6f 77 20 6c 69 | ull.15.marbles.at.random,.how.li |
| 74040 | 6b 65 6c 79 20 69 73 20 69 74 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 31 32 20 6f 72 20 6d 6f | kely.is.it.that.........12.or.mo |
| 74060 | 72 65 20 6f 66 20 74 68 65 6d 20 61 72 65 20 6f 6e 65 20 63 6f 6c 6f 72 3f 0a 0a 20 20 20 20 20 | re.of.them.are.one.color?....... |
| 74080 | 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 31 35 | ...>>>.s.=.rng.hypergeometric(15 |
| 740a0 | 2c 20 31 35 2c 20 31 35 2c 20 31 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 | ,.15,.15,.100000).........>>>.su |
| 740c0 | 6d 28 73 3e 3d 31 32 29 2f 31 30 30 30 30 30 2e 20 2b 20 73 75 6d 28 73 3c 3d 33 29 2f 31 30 30 | m(s>=12)/100000..+.sum(s<=3)/100 |
| 740e0 | 30 30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 20 20 61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 | 000..........#...answer.=.0.003. |
| 74100 | 2e 2e 2e 20 70 72 65 74 74 79 20 75 6e 6c 69 6b 65 6c 79 21 0a 0a 20 20 20 20 20 20 20 20 00 00 | ....pretty.unlikely!............ |
| 74120 | 3a 8c 30 e2 8e 79 45 3e 9a 99 99 99 99 99 b9 3f 00 00 00 00 00 00 f0 3f 98 11 00 00 00 00 f0 3f | :.0..yE>.......?.......?.......? |
| 74140 | 71 ac 8b db 68 00 f0 3f 33 33 33 33 33 33 f3 3f 00 00 00 00 00 00 e0 43 00 00 00 00 00 00 f0 bf | q...h..?333333.?.......C........ |
| 74160 | ff ff ff ff ff ff ff 7f ff ff ff ff ff ff ff 7f 00 00 00 00 83 e8 86 62 00 00 00 00 0d 00 00 00 | .......................b........ |
| 74180 | 40 02 00 00 90 50 07 00 90 42 07 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | @....P...B...................... |
| 741a0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 741c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 741e0 | 00 00 00 00 00 00 00 00 60 c0 07 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........`....................... |
| 74200 | 30 f9 04 80 01 00 00 00 38 f9 04 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | 0.......8....................... |
| 74220 | 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 74240 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 74260 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 74280 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 47 43 54 4c 00 10 00 00 c0 db 04 00 2e 74 65 78 | ................GCTL.........tex |
| 742a0 | 74 24 6d 6e 00 00 00 00 c0 eb 04 00 12 00 00 00 2e 74 65 78 74 24 6d 6e 24 30 30 00 d2 eb 04 00 | t$mn.............text$mn$00..... |
| 742c0 | 81 00 00 00 2e 74 65 78 74 24 78 00 00 f0 04 00 30 09 00 00 2e 69 64 61 74 61 24 35 00 00 00 00 | .....text$x.....0....idata$5.... |
| 742e0 | 30 f9 04 00 10 00 00 00 2e 30 30 63 66 67 00 00 40 f9 04 00 08 00 00 00 2e 43 52 54 24 58 43 41 | 0........00cfg..@........CRT$XCA |
| 74300 | 00 00 00 00 48 f9 04 00 08 00 00 00 2e 43 52 54 24 58 43 5a 00 00 00 00 50 f9 04 00 08 00 00 00 | ....H........CRT$XCZ....P....... |
| 74320 | 2e 43 52 54 24 58 49 41 00 00 00 00 58 f9 04 00 08 00 00 00 2e 43 52 54 24 58 49 5a 00 00 00 00 | .CRT$XIA....X........CRT$XIZ.... |
| 74340 | 60 f9 04 00 08 00 00 00 2e 43 52 54 24 58 50 41 00 00 00 00 68 f9 04 00 08 00 00 00 2e 43 52 54 | `........CRT$XPA....h........CRT |
| 74360 | 24 58 50 5a 00 00 00 00 70 f9 04 00 08 00 00 00 2e 43 52 54 24 58 54 41 00 00 00 00 78 f9 04 00 | $XPZ....p........CRT$XTA....x... |
| 74380 | 08 00 00 00 2e 43 52 54 24 58 54 5a 00 00 00 00 80 f9 04 00 10 57 02 00 2e 72 64 61 74 61 00 00 | .....CRT$XTZ.........W...rdata.. |
| 743a0 | 90 50 07 00 40 02 00 00 2e 72 64 61 74 61 24 7a 7a 7a 64 62 67 00 00 00 d0 52 07 00 08 00 00 00 | .P..@....rdata$zzzdbg....R...... |
| 743c0 | 2e 72 74 63 24 49 41 41 00 00 00 00 d8 52 07 00 08 00 00 00 2e 72 74 63 24 49 5a 5a 00 00 00 00 | .rtc$IAA.....R.......rtc$IZZ.... |
| 743e0 | e0 52 07 00 08 00 00 00 2e 72 74 63 24 54 41 41 00 00 00 00 e8 52 07 00 08 00 00 00 2e 72 74 63 | .R.......rtc$TAA.....R.......rtc |
| 74400 | 24 54 5a 5a 00 00 00 00 f0 52 07 00 a0 3c 00 00 2e 78 64 61 74 61 00 00 90 8f 07 00 9c 08 00 00 | $TZZ.....R...<...xdata.......... |
| 74420 | 2e 65 64 61 74 61 00 00 2c 98 07 00 8c 00 00 00 2e 69 64 61 74 61 24 32 00 00 00 00 b8 98 07 00 | .edata..,........idata$2........ |
| 74440 | 18 00 00 00 2e 69 64 61 74 61 24 33 00 00 00 00 d0 98 07 00 30 09 00 00 2e 69 64 61 74 61 24 34 | .....idata$3........0....idata$4 |
| 74460 | 00 00 00 00 00 a2 07 00 a0 14 00 00 2e 69 64 61 74 61 24 36 00 00 00 00 00 c0 07 00 40 ae 02 00 | .............idata$6........@... |
| 74480 | 2e 64 61 74 61 00 00 00 40 6e 0a 00 f0 21 00 00 2e 62 73 73 00 00 00 00 00 a0 0a 00 a0 26 00 00 | .data...@n...!...bss.........&.. |
| 744a0 | 2e 70 64 61 74 61 00 00 00 d0 0a 00 60 00 00 00 2e 72 73 72 63 24 30 31 00 00 00 00 60 d0 0a 00 | .pdata......`....rsrc$01....`... |
| 744c0 | 98 00 00 00 2e 72 73 72 63 24 30 32 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .....rsrc$02.................... |
| 744e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 0f 06 00 0f 64 09 00 0f 34 08 00 0f 52 0b 70 | .....................d...4...R.p |
| 74500 | 01 04 01 00 04 42 00 00 01 19 08 00 19 64 08 00 19 54 07 00 19 34 06 00 19 32 15 70 01 19 08 00 | .....B.......d...T...4...2.p.... |
| 74520 | 19 64 0a 00 19 54 09 00 19 34 08 00 19 52 15 70 21 05 02 00 05 68 02 00 30 11 00 00 49 11 00 00 | .d...T...4...R.p!....h..0...I... |
| 74540 | 1c 53 07 00 21 00 00 00 30 11 00 00 49 11 00 00 1c 53 07 00 01 04 01 00 04 42 00 00 01 04 01 00 | .S..!...0...I....S.......B...... |
| 74560 | 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 17 08 00 17 78 02 00 0f 64 0b 00 | .B.......B.......B.......x...d.. |
| 74580 | 0f 34 0a 00 0f 72 0b 70 21 05 02 00 05 68 03 00 30 12 00 00 b6 12 00 00 74 53 07 00 21 00 00 00 | .4...r.p!....h..0.......tS..!... |
| 745a0 | 30 12 00 00 b6 12 00 00 74 53 07 00 01 17 08 00 17 78 02 00 0f 64 0b 00 0f 34 0a 00 0f 72 0b 70 | 0.......tS.......x...d...4...r.p |
| 745c0 | 21 05 02 00 05 68 03 00 20 13 00 00 a8 13 00 00 ac 53 07 00 21 00 00 00 20 13 00 00 a8 13 00 00 | !....h...........S..!........... |
| 745e0 | ac 53 07 00 01 18 06 00 18 34 13 00 18 b2 14 e0 12 70 11 50 21 49 0e 00 49 68 05 00 3c 98 02 00 | .S.......4.......p.P!I..Ih..<... |
| 74600 | 29 88 03 00 1d 78 04 00 12 f4 12 00 0b c4 11 00 04 64 10 00 30 14 00 00 48 14 00 00 e4 53 07 00 | )....x...........d..0...H....S.. |
| 74620 | 21 00 00 00 30 14 00 00 48 14 00 00 e4 53 07 00 01 18 06 00 18 34 12 00 18 b2 14 e0 12 70 11 50 | !...0...H....S.......4.......p.P |
| 74640 | 21 3e 0c 00 3e 68 05 00 31 98 02 00 1e 88 03 00 12 78 04 00 0b f4 11 00 04 64 10 00 90 15 00 00 | !>..>h..1........x.......d...... |
| 74660 | a8 15 00 00 30 54 07 00 21 00 00 00 90 15 00 00 a8 15 00 00 30 54 07 00 01 19 08 00 19 64 0a 00 | ....0T..!...........0T.......d.. |
| 74680 | 19 54 09 00 19 34 08 00 19 52 15 70 21 05 02 00 05 68 02 00 f0 16 00 00 09 17 00 00 78 54 07 00 | .T...4...R.p!....h..........xT.. |
| 746a0 | 21 00 00 00 f0 16 00 00 09 17 00 00 78 54 07 00 01 1d 08 00 1d 64 0e 00 1d 54 0d 00 1d 34 0c 00 | !...........xT.......d...T...4.. |
| 746c0 | 1d 92 19 70 21 2b 06 00 2b 88 02 00 18 78 03 00 05 68 04 00 60 17 00 00 7d 17 00 00 b0 54 07 00 | ...p!+..+....x...h..`...}....T.. |
| 746e0 | 21 00 00 00 60 17 00 00 7d 17 00 00 b0 54 07 00 01 65 14 00 65 68 06 00 58 a8 02 00 40 98 03 00 | !...`...}....T...e..eh..X...@... |
| 74700 | 28 88 04 00 1c 78 05 00 18 64 14 00 18 54 13 00 18 34 12 00 18 d2 14 f0 12 e0 10 70 01 50 12 00 | (....x...d...T...4.........p.P.. |
| 74720 | 50 68 06 00 43 a8 02 00 35 98 03 00 24 88 04 00 18 78 05 00 14 64 12 00 14 54 11 00 14 34 10 00 | Ph..C...5...$....x...d...T...4.. |
| 74740 | 14 d2 10 70 01 19 06 00 19 01 11 00 12 f0 10 e0 0e 70 0d 60 21 74 14 00 74 68 07 00 67 b8 02 00 | ...p.............p.`!t..th..g... |
| 74760 | 58 a8 03 00 4a 98 04 00 30 88 05 00 24 78 06 00 19 d4 10 00 12 c4 18 00 0b 54 17 00 04 34 16 00 | X...J...0...$x...........T...4.. |
| 74780 | 50 1b 00 00 69 1b 00 00 44 55 07 00 21 00 00 00 50 1b 00 00 69 1b 00 00 44 55 07 00 01 1c 06 00 | P...i...DU..!...P...i...DU...... |
| 747a0 | 1c 34 17 00 1c f2 15 f0 13 e0 11 60 21 5e 12 00 5e 68 07 00 51 b8 02 00 43 a8 03 00 35 98 04 00 | .4.........`!^..^h..Q...C...5... |
| 747c0 | 25 88 05 00 19 78 06 00 12 c4 16 00 0b 74 15 00 04 54 14 00 40 1d 00 00 5c 1d 00 00 9c 55 07 00 | %....x.......t...T..@...\....U.. |
| 747e0 | 21 00 00 00 40 1d 00 00 5c 1d 00 00 9c 55 07 00 01 26 07 00 26 b8 05 00 0f 98 07 00 09 01 16 00 | !...@...\....U...&..&........... |
| 74800 | 02 30 00 00 21 06 02 00 06 a8 06 00 40 1f 00 00 78 1f 00 00 f0 55 07 00 21 1f 08 00 1f c8 04 00 | .0..!.......@...x....U..!....... |
| 74820 | 19 88 08 00 10 78 09 00 08 68 0a 00 78 1f 00 00 98 1f 00 00 04 56 07 00 21 0c 04 00 0c e8 02 00 | .....x...h..x........V..!....... |
| 74840 | 06 d8 03 00 98 1f 00 00 51 20 00 00 18 56 07 00 21 00 00 00 98 1f 00 00 51 20 00 00 18 56 07 00 | ........Q....V..!.......Q....V.. |
| 74860 | 21 00 00 00 78 1f 00 00 98 1f 00 00 04 56 07 00 21 00 00 00 40 1f 00 00 78 1f 00 00 f0 55 07 00 | !...x........V..!...@...x....U.. |
| 74880 | 01 24 07 00 24 b8 06 00 12 98 08 00 09 01 18 00 02 30 00 00 21 06 02 00 06 a8 07 00 80 21 00 00 | .$..$............0..!........!.. |
| 748a0 | ba 21 00 00 80 56 07 00 21 25 0a 00 25 d8 04 00 1f c8 05 00 19 88 09 00 10 78 0a 00 08 68 0b 00 | .!...V..!%..%............x...h.. |
| 748c0 | ba 21 00 00 d8 21 00 00 94 56 07 00 21 0c 04 00 0c f8 02 00 06 e8 03 00 d8 21 00 00 aa 22 00 00 | .!...!...V..!............!...".. |
| 748e0 | a8 56 07 00 21 00 00 00 d8 21 00 00 aa 22 00 00 a8 56 07 00 21 00 00 00 ba 21 00 00 d8 21 00 00 | .V..!....!..."...V..!....!...!.. |
| 74900 | 94 56 07 00 21 00 00 00 80 21 00 00 ba 21 00 00 80 56 07 00 01 11 05 00 11 78 02 00 09 68 03 00 | .V..!....!...!...V.......x...h.. |
| 74920 | 04 82 00 00 01 09 03 00 09 68 02 00 04 62 00 00 01 09 03 00 09 68 02 00 04 62 00 00 01 09 03 00 | .........h...b.......h...b...... |
| 74940 | 09 68 02 00 04 62 00 00 01 17 05 00 17 78 02 00 0c 68 03 00 04 82 00 00 01 2c 09 00 2c c8 04 00 | .h...b.......x...h.......,..,... |
| 74960 | 23 b8 05 00 0f 68 0a 00 0b 01 16 00 04 30 00 00 21 30 0c 00 30 e8 02 00 25 d8 03 00 1b a8 06 00 | #....h.......0..!0..0...%....... |
| 74980 | 12 98 07 00 09 88 08 00 04 78 09 00 00 25 00 00 40 25 00 00 58 57 07 00 21 00 00 00 00 25 00 00 | .........x...%..@%..XW..!....%.. |
| 749a0 | 40 25 00 00 58 57 07 00 01 04 01 00 04 42 00 00 01 1f 08 00 1f a8 02 00 15 98 03 00 0c 88 04 00 | @%..XW.......B.................. |
| 749c0 | 06 92 02 30 01 0b 04 00 0b 68 02 00 06 52 02 30 01 09 03 00 09 68 02 00 04 62 00 00 01 0c 03 00 | ...0.....h...R.0.....h...b...... |
| 749e0 | 0c 68 02 00 04 62 00 00 01 09 03 00 09 78 02 00 04 62 00 00 01 19 06 00 19 78 02 00 0e 68 03 00 | .h...b.......x...b.......x...h.. |
| 74a00 | 06 72 02 30 01 1f 08 00 1f 88 02 00 16 78 03 00 0e 68 04 00 06 92 02 30 01 1f 08 00 1f 88 02 00 | .r.0.........x...h.....0........ |
| 74a20 | 16 78 03 00 0e 68 04 00 06 92 02 30 01 11 05 00 11 78 02 00 09 68 03 00 04 82 00 00 01 09 03 00 | .x...h.....0.....x...h.......... |
| 74a40 | 09 68 02 00 04 62 00 00 01 19 08 00 19 88 02 00 13 78 03 00 0b 68 04 00 06 92 02 30 01 8f 08 00 | .h...b...........x...h.....0.... |
| 74a60 | 8f 68 04 00 14 88 02 00 0b 78 03 00 06 92 02 30 01 1c 08 00 1c 88 02 00 16 78 03 00 0b 68 04 00 | .h.......x.....0.........x...h.. |
| 74a80 | 06 92 02 30 01 1c 08 00 1c 88 02 00 13 78 03 00 0b 68 04 00 06 92 02 30 01 1a 07 00 1a d8 03 00 | ...0.........x...h.....0........ |
| 74aa0 | 11 78 09 00 09 01 16 00 02 30 00 00 21 17 06 00 17 98 07 00 11 88 08 00 08 68 0a 00 20 2d 00 00 | .x.......0..!............h...-.. |
| 74ac0 | 9a 2d 00 00 98 58 07 00 21 18 08 00 18 e8 02 00 12 c8 04 00 0c b8 05 00 06 a8 06 00 9a 2d 00 00 | .-...X..!....................-.. |
| 74ae0 | 3d 2e 00 00 ac 58 07 00 21 00 04 00 00 c8 04 00 00 b8 05 00 9a 2d 00 00 3d 2e 00 00 ac 58 07 00 | =....X..!............-..=....X.. |
| 74b00 | 21 00 00 00 9a 2d 00 00 3d 2e 00 00 ac 58 07 00 21 00 00 00 20 2d 00 00 9a 2d 00 00 98 58 07 00 | !....-..=....X..!....-...-...X.. |
| 74b20 | 01 34 0b 00 34 a8 02 00 2a 98 03 00 21 88 04 00 17 78 05 00 09 68 06 00 04 e2 00 00 01 49 08 00 | .4..4...*...!....x...h.......I.. |
| 74b40 | 49 78 02 00 44 68 03 00 3c 74 0a 00 06 72 02 30 01 0b 04 00 0b 68 02 00 06 52 02 30 01 06 02 00 | Ix..Dh..<t...r.0.....h...R.0.... |
| 74b60 | 06 32 02 30 01 49 13 00 49 d8 02 00 3f c8 03 00 31 b8 04 00 2c a8 05 00 23 98 06 00 1e 88 07 00 | .2.0.I..I...?...1...,...#....... |
| 74b80 | 16 78 08 00 0f 68 09 00 0b 01 14 00 04 30 00 00 01 2c 05 00 2c 78 03 00 12 88 02 00 04 82 00 00 | .x...h.......0...,..,x.......... |
| 74ba0 | 01 24 08 00 24 88 02 00 19 78 03 00 0b 68 04 00 06 92 02 30 01 48 11 00 48 c8 02 00 43 b8 03 00 | .$..$....x...h.....0.H..H...C... |
| 74bc0 | 3e a8 04 00 34 98 05 00 2b 88 06 00 1e 78 07 00 1a 68 08 00 0b 01 12 00 04 30 00 00 01 0a 04 00 | >...4...+....x...h.......0...... |
| 74be0 | 0a 64 07 00 0a 32 06 70 21 05 02 00 05 34 06 00 10 36 00 00 32 36 00 00 dc 59 07 00 21 00 02 00 | .d...2.p!....4...6..26...Y..!... |
| 74c00 | 00 34 06 00 10 36 00 00 32 36 00 00 dc 59 07 00 01 14 08 00 14 64 08 00 14 54 07 00 14 34 06 00 | .4...6..26...Y.......d...T...4.. |
| 74c20 | 14 32 10 70 01 14 08 00 14 64 08 00 14 54 07 00 14 34 06 00 14 32 10 70 01 0a 04 00 0a 64 09 00 | .2.p.....d...T...4...2.p.....d.. |
| 74c40 | 0a 52 06 70 21 05 02 00 05 34 08 00 00 38 00 00 31 38 00 00 38 5a 07 00 21 00 02 00 00 34 08 00 | .R.p!....4...8..18..8Z..!....4.. |
| 74c60 | 00 38 00 00 31 38 00 00 38 5a 07 00 21 00 02 00 00 34 08 00 00 38 00 00 31 38 00 00 38 5a 07 00 | .8..18..8Z..!....4...8..18..8Z.. |
| 74c80 | 21 00 02 00 00 34 08 00 00 38 00 00 31 38 00 00 38 5a 07 00 01 0a 04 00 0a 64 09 00 0a 52 06 70 | !....4...8..18..8Z.......d...R.p |
| 74ca0 | 21 05 02 00 05 34 08 00 00 39 00 00 2b 39 00 00 94 5a 07 00 21 00 02 00 00 34 08 00 00 39 00 00 | !....4...9..+9...Z..!....4...9.. |
| 74cc0 | 2b 39 00 00 94 5a 07 00 21 00 02 00 00 34 08 00 00 39 00 00 2b 39 00 00 94 5a 07 00 21 00 02 00 | +9...Z..!....4...9..+9...Z..!... |
| 74ce0 | 00 34 08 00 00 39 00 00 2b 39 00 00 94 5a 07 00 01 04 01 00 04 42 00 00 21 05 02 00 05 34 04 00 | .4...9..+9...Z.......B..!....4.. |
| 74d00 | f0 39 00 00 ff 39 00 00 f0 5a 07 00 21 00 02 00 00 34 04 00 f0 39 00 00 ff 39 00 00 f0 5a 07 00 | .9...9...Z..!....4...9...9...Z.. |
| 74d20 | 21 00 00 00 f0 39 00 00 ff 39 00 00 f0 5a 07 00 01 0b 06 00 0b 32 07 e0 05 70 04 60 03 50 02 30 | !....9...9...Z.......2...p.`.P.0 |
| 74d40 | 21 0a 04 00 0a f4 0c 00 05 c4 0a 00 50 3a 00 00 93 3a 00 00 30 5b 07 00 21 05 02 00 05 d4 0b 00 | !...........P:...:..0[..!....... |
| 74d60 | 93 3a 00 00 51 3b 00 00 40 5b 07 00 21 00 00 00 93 3a 00 00 51 3b 00 00 40 5b 07 00 21 00 00 00 | .:..Q;..@[..!....:..Q;..@[..!... |
| 74d80 | 50 3a 00 00 93 3a 00 00 30 5b 07 00 01 0c 06 00 0c 32 08 f0 06 d0 04 70 03 60 02 30 21 05 02 00 | P:...:..0[.......2.....p.`.0!... |
| 74da0 | 05 e4 0c 00 a0 3c 00 00 e1 3c 00 00 8c 5b 07 00 21 00 02 00 00 e4 0c 00 a0 3c 00 00 e1 3c 00 00 | .....<...<...[..!........<...<.. |
| 74dc0 | 8c 5b 07 00 21 05 02 00 05 54 0a 00 26 3d 00 00 2b 3d 00 00 b0 5b 07 00 21 05 02 00 05 c4 0b 00 | .[..!....T..&=..+=...[..!....... |
| 74de0 | 2b 3d 00 00 96 3d 00 00 c4 5b 07 00 21 00 00 00 2b 3d 00 00 96 3d 00 00 c4 5b 07 00 21 00 00 00 | +=...=...[..!...+=...=...[..!... |
| 74e00 | 26 3d 00 00 2b 3d 00 00 b0 5b 07 00 21 00 00 00 a0 3c 00 00 e1 3c 00 00 8c 5b 07 00 01 11 05 00 | &=..+=...[..!....<...<...[...... |
| 74e20 | 11 62 0d e0 0b d0 09 c0 07 70 00 00 21 10 04 00 10 64 0f 00 05 34 0c 00 10 3e 00 00 5b 3e 00 00 | .b.......p..!....d...4...>..[>.. |
| 74e40 | 1c 5c 07 00 21 0a 04 00 0a f4 06 00 05 54 0d 00 5b 3e 00 00 be 3e 00 00 2c 5c 07 00 21 00 00 00 | .\..!........T..[>...>..,\..!... |
| 74e60 | 5b 3e 00 00 be 3e 00 00 2c 5c 07 00 21 00 00 00 10 3e 00 00 5b 3e 00 00 1c 5c 07 00 01 0d 06 00 | [>...>..,\..!....>..[>...\...... |
| 74e80 | 0d 32 09 e0 07 d0 05 c0 03 70 02 50 21 0a 04 00 0a 64 0b 00 05 34 0a 00 40 40 00 00 83 40 00 00 | .2.......p.P!....d...4..@@...@.. |
| 74ea0 | 7c 5c 07 00 21 05 02 00 05 f4 0d 00 83 40 00 00 d9 40 00 00 8c 5c 07 00 21 00 00 00 83 40 00 00 | |\..!........@...@...\..!....@.. |
| 74ec0 | d9 40 00 00 8c 5c 07 00 21 00 00 00 40 40 00 00 83 40 00 00 7c 5c 07 00 01 21 0a 00 21 64 0b 00 | .@...\..!...@@...@..|\...!..!d.. |
| 74ee0 | 21 54 0a 00 21 34 09 00 21 32 1d f0 1b c0 19 70 21 05 02 00 05 e4 08 00 30 42 00 00 54 42 00 00 | !T..!4..!2.....p!.......0B..TB.. |
| 74f00 | d8 5c 07 00 21 00 00 00 30 42 00 00 54 42 00 00 d8 5c 07 00 01 4a 16 00 4a a8 02 00 36 98 03 00 | .\..!...0B..TB...\...J..J...6... |
| 74f20 | 2e 88 04 00 26 78 05 00 20 68 06 00 1c 64 16 00 1c 54 15 00 1c 34 14 00 1c d2 18 f0 16 e0 14 d0 | ....&x...h...d...T...4.......... |
| 74f40 | 12 c0 10 70 01 77 1b 00 77 f8 08 00 6f e8 09 00 67 d8 0a 00 5f c8 0b 00 4e b8 0c 00 46 a8 0d 00 | ...p.w..w...o...g..._...N...F... |
| 74f60 | 3e 98 0e 00 30 88 0f 00 28 78 10 00 21 68 11 00 16 01 26 00 0f f0 0d e0 0b 70 0a 60 09 30 00 00 | >...0...(x..!h....&......p.`.0.. |
| 74f80 | 21 08 02 00 08 54 25 00 50 44 00 00 76 47 00 00 44 5d 07 00 01 38 10 00 38 a8 03 00 2f 98 04 00 | !....T%.PD..vG..D]...8..8.../... |
| 74fa0 | 27 88 05 00 1f 68 06 00 14 64 12 00 14 54 11 00 14 34 10 00 14 d2 10 70 21 06 02 00 06 b8 02 00 | '....h...d...T...4.....p!....... |
| 74fc0 | 20 4f 00 00 91 4f 00 00 94 5d 07 00 21 00 00 00 20 4f 00 00 91 4f 00 00 94 5d 07 00 01 55 08 00 | .O...O...]..!....O...O...]...U.. |
| 74fe0 | 55 34 10 00 21 a8 03 00 0d 98 04 00 07 01 11 00 21 16 08 00 16 b8 02 00 10 88 05 00 0a 78 06 00 | U4..!...........!............x.. |
| 75000 | 05 68 07 00 c0 50 00 00 15 51 00 00 dc 5d 07 00 21 00 04 00 00 88 05 00 00 78 06 00 c0 50 00 00 | .h...P...Q...]..!........x...P.. |
| 75020 | 15 51 00 00 dc 5d 07 00 01 04 01 00 04 42 00 00 01 0f 06 00 0f 78 02 00 0a 34 0a 00 0a 72 06 70 | .Q...].......B.......x...4...r.p |
| 75040 | 21 05 02 00 05 68 03 00 e0 52 00 00 30 53 00 00 30 5e 07 00 21 00 00 00 e0 52 00 00 30 53 00 00 | !....h...R..0S..0^..!....R..0S.. |
| 75060 | 30 5e 07 00 01 0f 06 00 0f 78 02 00 0a 34 0a 00 0a 72 06 70 21 05 02 00 05 68 03 00 a0 53 00 00 | 0^.......x...4...r.p!....h...S.. |
| 75080 | 03 54 00 00 64 5e 07 00 21 00 00 00 a0 53 00 00 03 54 00 00 64 5e 07 00 01 21 08 00 21 78 02 00 | .T..d^..!....S...T..d^...!..!x.. |
| 750a0 | 1c 68 03 00 0a 34 0a 00 0a 72 06 70 01 47 19 00 47 f8 03 00 41 e8 04 00 3b d8 05 00 35 c8 06 00 | .h...4...r.p.G..G...A...;...5... |
| 750c0 | 2f b8 07 00 2a a8 08 00 25 98 09 00 20 88 0a 00 18 78 0b 00 11 68 0c 00 0d 01 1a 00 06 70 05 60 | /...*...%........x...h.......p.` |
| 750e0 | 04 30 00 00 01 12 05 00 12 88 02 00 09 78 03 00 04 82 00 00 01 0a 04 00 0a 34 06 00 0a 32 06 70 | .0...........x...........4...2.p |
| 75100 | 01 0a 04 00 0a 34 06 00 0a 32 06 70 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 01 0f 06 00 | .....4...2.p.....d...4...2.p.... |
| 75120 | 0f 64 07 00 0f 34 06 00 0f 32 0b 70 01 1a 0a 00 1a 74 09 00 1a 64 08 00 1a 54 07 00 1a 34 06 00 | .d...4...2.p.....t...d...T...4.. |
| 75140 | 1a 32 16 e0 01 1a 0a 00 1a 74 09 00 1a 64 08 00 1a 54 07 00 1a 34 06 00 1a 32 16 e0 01 04 01 00 | .2.......t...d...T...4...2...... |
| 75160 | 04 42 00 00 21 05 02 00 05 34 04 00 a0 5b 00 00 b4 5b 00 00 5c 5f 07 00 21 00 02 00 00 34 04 00 | .B..!....4...[...[..\_..!....4.. |
| 75180 | a0 5b 00 00 b4 5b 00 00 5c 5f 07 00 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 01 14 08 00 | .[...[..\_.......d...4...2.p.... |
| 751a0 | 14 64 08 00 14 54 07 00 14 34 06 00 14 32 10 70 01 18 0a 00 18 64 0a 00 18 54 09 00 18 34 08 00 | .d...T...4...2.p.....d...T...4.. |
| 751c0 | 18 32 14 f0 12 e0 10 70 01 18 0a 00 18 64 0a 00 18 54 09 00 18 34 08 00 18 32 14 f0 12 e0 10 70 | .2.....p.....d...T...4...2.....p |
| 751e0 | 01 1f 03 00 1f e2 1b e0 19 70 00 00 21 14 06 00 14 d4 0b 00 0b 64 0d 00 04 34 14 00 d0 5e 00 00 | .........p..!........d...4...^.. |
| 75200 | 17 5f 00 00 e0 5f 07 00 21 17 06 00 17 f4 0a 00 10 c4 0c 00 04 54 0e 00 17 5f 00 00 5d 5f 00 00 | ._..._..!............T..._..]_.. |
| 75220 | ec 5f 07 00 21 00 00 00 17 5f 00 00 5d 5f 00 00 ec 5f 07 00 21 00 00 00 d0 5e 00 00 17 5f 00 00 | ._..!...._..]_..._..!....^..._.. |
| 75240 | e0 5f 07 00 21 00 0c 00 00 f4 0a 00 00 d4 0b 00 00 c4 0c 00 00 64 0d 00 00 54 0e 00 00 34 14 00 | ._..!................d...T...4.. |
| 75260 | d0 5e 00 00 17 5f 00 00 e0 5f 07 00 01 54 0c 00 54 c4 0a 00 4a 64 09 00 42 34 08 00 0e 54 0b 00 | .^..._..._...T..T...Jd..B4...T.. |
| 75280 | 0e 32 0a f0 08 e0 06 70 01 1e 0c 00 1e 74 0b 00 1e 64 0a 00 1e 54 09 00 1e 34 08 00 1e 32 1a f0 | .2.....p.....t...d...T...4...2.. |
| 752a0 | 18 e0 16 c0 01 83 1f 00 83 f8 02 00 7d e8 03 00 60 d8 04 00 54 c8 05 00 4b b8 06 00 42 a8 07 00 | ............}...`...T...K...B... |
| 752c0 | 39 98 08 00 31 88 09 00 29 78 0a 00 21 68 0b 00 1d 34 21 00 1d 01 18 00 16 f0 14 e0 12 d0 10 c0 | 9...1...)x..!h...4!............. |
| 752e0 | 0e 70 0d 60 0c 50 00 00 01 1c 04 00 1c d2 18 e0 16 60 15 30 21 05 02 00 05 74 0c 00 40 66 00 00 | .p.`.P...........`.0!....t..@f.. |
| 75300 | 93 66 00 00 e8 60 07 00 21 12 04 00 12 54 0d 00 00 74 0c 00 40 66 00 00 93 66 00 00 e8 60 07 00 | .f...`..!....T...t..@f...f...`.. |
| 75320 | 21 25 06 00 25 f4 09 00 1d d4 0a 00 05 c4 0b 00 b7 66 00 00 34 67 00 00 08 61 07 00 21 00 00 00 | !%..%............f..4g...a..!... |
| 75340 | b7 66 00 00 34 67 00 00 08 61 07 00 21 00 00 00 40 66 00 00 93 66 00 00 e8 60 07 00 01 20 03 00 | .f..4g...a..!...@f...f...`...... |
| 75360 | 20 68 02 00 04 62 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 | .h...b.......B.......B.......B.. |
| 75380 | 01 06 02 00 06 32 02 30 01 15 05 00 15 78 02 00 0d 68 03 00 04 82 00 00 01 15 05 00 15 78 02 00 | .....2.0.....x...h...........x.. |
| 753a0 | 0d 68 03 00 04 82 00 00 01 28 0a 00 28 a8 02 00 1e 98 03 00 14 88 04 00 0b 78 05 00 06 d2 02 70 | .h.......(..(............x.....p |
| 753c0 | 21 05 02 00 05 68 06 00 50 79 00 00 9c 79 00 00 a8 61 07 00 21 08 02 00 08 34 10 00 9c 79 00 00 | !....h..Py...y...a..!....4...y.. |
| 753e0 | c7 79 00 00 c0 61 07 00 21 00 00 00 9c 79 00 00 c7 79 00 00 c0 61 07 00 21 00 00 00 50 79 00 00 | .y...a..!....y...y...a..!...Py.. |
| 75400 | 9c 79 00 00 a8 61 07 00 01 11 05 00 11 78 02 00 09 68 03 00 04 82 00 00 01 11 05 00 11 78 02 00 | .y...a.......x...h...........x.. |
| 75420 | 09 68 03 00 04 82 00 00 01 11 05 00 11 78 02 00 09 68 03 00 04 82 00 00 01 28 0a 00 28 a8 02 00 | .h...........x...h.......(..(... |
| 75440 | 1e 98 03 00 14 88 04 00 0b 78 05 00 06 d2 02 70 21 05 02 00 05 68 06 00 70 7c 00 00 ba 7c 00 00 | .........x.....p!....h..p|...|.. |
| 75460 | 38 62 07 00 21 08 02 00 08 34 10 00 ba 7c 00 00 e5 7c 00 00 50 62 07 00 21 00 00 00 ba 7c 00 00 | 8b..!....4...|...|..Pb..!....|.. |
| 75480 | e5 7c 00 00 50 62 07 00 21 00 00 00 70 7c 00 00 ba 7c 00 00 38 62 07 00 01 11 05 00 11 78 02 00 | .|..Pb..!...p|...|..8b.......x.. |
| 754a0 | 09 68 03 00 04 82 00 00 01 15 05 00 15 78 02 00 0d 68 03 00 04 82 00 00 01 15 05 00 15 78 02 00 | .h...........x...h...........x.. |
| 754c0 | 0d 68 03 00 04 82 00 00 01 28 0a 00 28 a8 02 00 1e 98 03 00 14 88 04 00 0b 78 05 00 06 d2 02 70 | .h.......(..(............x.....p |
| 754e0 | 21 05 02 00 05 68 06 00 90 7f 00 00 dc 7f 00 00 c8 62 07 00 21 08 02 00 08 34 10 00 dc 7f 00 00 | !....h...........b..!....4...... |
| 75500 | 07 80 00 00 e0 62 07 00 21 00 00 00 dc 7f 00 00 07 80 00 00 e0 62 07 00 21 00 00 00 90 7f 00 00 | .....b..!............b..!....... |
| 75520 | dc 7f 00 00 c8 62 07 00 01 11 05 00 11 78 02 00 09 68 03 00 04 82 00 00 01 04 01 00 04 42 00 00 | .....b.......x...h...........B.. |
| 75540 | 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 | .....B.......B.......B.......B.. |
| 75560 | 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 | .....B.......B.......B.......B.. |
| 75580 | 01 00 00 00 11 15 08 00 15 74 09 00 15 64 07 00 15 34 06 00 15 32 11 e0 26 92 00 00 02 00 00 00 | .........t...d...4...2..&....... |
| 755a0 | 90 85 00 00 ff 85 00 00 d2 eb 04 00 00 00 00 00 51 86 00 00 5c 86 00 00 d2 eb 04 00 00 00 00 00 | ................Q...\........... |
| 755c0 | 01 06 02 00 06 32 02 50 11 0f 06 00 0f 64 08 00 0f 34 06 00 0f 32 0b 70 26 92 00 00 02 00 00 00 | .....2.P.....d...4...2.p&....... |
| 755e0 | a4 86 00 00 c2 86 00 00 e9 eb 04 00 00 00 00 00 e2 86 00 00 ed 86 00 00 e9 eb 04 00 00 00 00 00 | ................................ |
| 75600 | 01 04 01 00 04 42 00 00 09 1a 06 00 1a 34 0f 00 1a 72 16 e0 14 70 13 60 26 92 00 00 01 00 00 00 | .....B.......4...r...p.`&....... |
| 75620 | 25 87 00 00 0d 88 00 00 05 ec 04 00 0d 88 00 00 01 06 02 00 06 52 02 50 01 0f 06 00 0f 64 07 00 | %....................R.P.....d.. |
| 75640 | 0f 34 06 00 0f 32 0b 70 01 09 01 00 09 62 00 00 01 08 04 00 08 72 04 70 03 60 02 30 01 06 02 00 | .4...2.p.....b.......r.p.`.0.... |
| 75660 | 06 32 02 30 01 0d 04 00 0d 34 09 00 0d 32 06 50 09 04 01 00 04 22 00 00 26 92 00 00 01 00 00 00 | .2.0.....4...2.P....."..&....... |
| 75680 | 87 8d 00 00 12 8e 00 00 3b ec 04 00 12 8e 00 00 01 02 01 00 02 50 00 00 01 06 02 00 06 72 02 30 | ........;............P.......r.0 |
| 756a0 | 01 14 08 00 14 64 08 00 14 54 07 00 14 34 06 00 14 32 10 70 01 15 05 00 15 34 ba 00 15 01 b8 00 | .....d...T...4...2.p.....4...... |
| 756c0 | 06 50 00 00 01 0a 04 00 0a 34 06 00 0a 32 06 70 01 12 08 00 12 54 08 00 12 34 07 00 12 12 0e e0 | .P.......4...2.p.....T...4...... |
| 756e0 | 0c 70 0b 60 00 00 00 00 01 00 00 00 01 04 01 00 04 42 00 00 21 05 02 00 05 34 06 00 90 93 00 00 | .p.`.............B..!....4...... |
| 75700 | 38 94 00 00 ec 64 07 00 21 08 04 00 08 74 04 00 00 34 06 00 90 93 00 00 38 94 00 00 ec 64 07 00 | 8....d..!....t...4......8....d.. |
| 75720 | 21 00 00 00 90 93 00 00 38 94 00 00 ec 64 07 00 01 0a 04 00 0a 34 08 00 0a 52 06 70 01 06 02 00 | !.......8....d.......4...R.p.... |
| 75740 | 06 52 02 30 01 06 02 00 06 32 02 30 01 18 0a 00 18 64 0c 00 18 54 0b 00 18 34 0a 00 18 52 14 f0 | .R.0.....2.0.....d...T...4...R.. |
| 75760 | 12 e0 10 70 01 18 0a 00 18 64 0c 00 18 54 0b 00 18 34 0a 00 18 52 14 f0 12 e0 10 70 19 1b 03 00 | ...p.....d...T...4...R.....p.... |
| 75780 | 09 01 24 00 02 30 00 00 2c eb 04 00 10 01 00 00 01 04 01 00 04 42 00 00 21 05 02 00 05 34 06 00 | ..$..0..,............B..!....4.. |
| 757a0 | 00 9b 00 00 59 9b 00 00 90 65 07 00 21 08 04 00 08 74 04 00 00 34 06 00 00 9b 00 00 59 9b 00 00 | ....Y....e..!....t...4......Y... |
| 757c0 | 90 65 07 00 21 00 00 00 00 9b 00 00 59 9b 00 00 90 65 07 00 01 04 01 00 04 42 00 00 01 04 01 00 | .e..!.......Y....e.......B...... |
| 757e0 | 04 42 00 00 21 05 02 00 05 34 06 00 00 9c 00 00 59 9c 00 00 dc 65 07 00 21 08 04 00 08 74 04 00 | .B..!....4......Y....e..!....t.. |
| 75800 | 00 34 06 00 00 9c 00 00 59 9c 00 00 dc 65 07 00 21 00 00 00 00 9c 00 00 59 9c 00 00 dc 65 07 00 | .4......Y....e..!.......Y....e.. |
| 75820 | 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 21 05 02 00 05 34 06 00 | .....B.......B.......B..!....4.. |
| 75840 | 20 9d 00 00 a2 9d 00 00 30 66 07 00 21 08 04 00 08 74 04 00 00 34 06 00 20 9d 00 00 a2 9d 00 00 | ........0f..!....t...4.......... |
| 75860 | 30 66 07 00 21 00 00 00 20 9d 00 00 a2 9d 00 00 30 66 07 00 01 04 01 00 04 42 00 00 01 04 01 00 | 0f..!...........0f.......B...... |
| 75880 | 04 42 00 00 01 04 01 00 04 42 00 00 21 05 02 00 05 34 06 00 60 9e 00 00 e0 9e 00 00 84 66 07 00 | .B.......B..!....4..`........f.. |
| 758a0 | 21 08 04 00 08 74 04 00 00 34 06 00 60 9e 00 00 e0 9e 00 00 84 66 07 00 01 04 01 00 04 42 00 00 | !....t...4..`........f.......B.. |
| 758c0 | 21 05 02 00 05 34 06 00 40 9f 00 00 c2 9f 00 00 b8 66 07 00 21 08 04 00 08 74 04 00 00 34 06 00 | !....4..@........f..!....t...4.. |
| 758e0 | 40 9f 00 00 c2 9f 00 00 b8 66 07 00 21 00 00 00 40 9f 00 00 c2 9f 00 00 b8 66 07 00 01 15 04 00 | @........f..!...@........f...... |
| 75900 | 15 01 3f 00 0e f0 0c 30 21 31 0c 00 31 e4 3a 00 2d d4 3b 00 26 c4 3c 00 0f 74 3d 00 0b 64 3e 00 | ..?....0!1..1.:.-.;.&.<..t=..d>. |
| 75920 | 04 54 43 00 40 a0 00 00 55 a0 00 00 fc 66 07 00 21 00 02 00 00 e4 3a 00 40 a0 00 00 55 a0 00 00 | .TC.@...U....f..!.....:.@...U... |
| 75940 | fc 66 07 00 21 00 00 00 40 a0 00 00 55 a0 00 00 fc 66 07 00 21 00 0c 00 00 e4 3a 00 00 d4 3b 00 | .f..!...@...U....f..!.....:...;. |
| 75960 | 00 c4 3c 00 00 74 3d 00 00 64 3e 00 00 54 43 00 40 a0 00 00 55 a0 00 00 fc 66 07 00 01 0f 04 00 | ..<..t=..d>..TC.@...U....f...... |
| 75980 | 0f 34 0c 00 0f 92 0b 70 01 1d 0b 00 1d 74 17 00 1d 64 16 00 1d 54 15 00 1d 34 14 00 1d 01 12 00 | .4.....p.....t...d...T...4...... |
| 759a0 | 16 e0 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 1a 0a 00 | .........B.......B.......B...... |
| 759c0 | 1a 74 09 00 1a 64 08 00 1a 54 07 00 1a 34 06 00 1a 32 16 e0 01 1d 0a 00 1d f4 0a 00 15 34 0c 00 | .t...d...T...4...2...........4.. |
| 759e0 | 15 32 11 e0 0f c0 0d 70 0c 60 0b 50 01 15 08 00 15 74 09 00 15 64 08 00 15 34 07 00 15 32 11 e0 | .2.....p.`.P.....t...d...4...2.. |
| 75a00 | 21 05 02 00 05 54 06 00 f0 b0 00 00 38 b1 00 00 ec 67 07 00 21 00 00 00 f0 b0 00 00 38 b1 00 00 | !....T......8....g..!.......8... |
| 75a20 | ec 67 07 00 21 00 02 00 00 54 06 00 f0 b0 00 00 38 b1 00 00 ec 67 07 00 01 08 03 00 08 62 04 f0 | .g..!....T......8....g.......b.. |
| 75a40 | 02 30 00 00 21 98 0c 00 98 64 0b 00 24 e4 04 00 1f d4 05 00 0f c4 06 00 0a 74 0c 00 05 54 0a 00 | .0..!....d..$............t...T.. |
| 75a60 | 00 b3 00 00 fa b3 00 00 38 68 07 00 21 00 00 00 00 b3 00 00 fa b3 00 00 38 68 07 00 01 04 01 00 | ........8h..!...........8h...... |
| 75a80 | 04 62 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 04 42 00 00 01 04 01 00 | .b.......B.......B.......B...... |
| 75aa0 | 04 42 00 00 01 04 01 00 04 42 00 00 01 06 02 00 06 32 02 30 01 02 01 00 02 60 00 00 21 1a 08 00 | .B.......B.......2.0.....`..!... |
| 75ac0 | 1a e4 05 00 15 74 04 00 0d 54 03 00 05 34 02 00 40 c2 00 00 46 c2 00 00 b4 68 07 00 21 00 00 00 | .....t...T...4..@...F....h..!... |
| 75ae0 | 40 c2 00 00 46 c2 00 00 b4 68 07 00 21 00 08 00 00 e4 05 00 00 74 04 00 00 54 03 00 00 34 02 00 | @...F....h..!........t...T...4.. |
| 75b00 | 40 c2 00 00 46 c2 00 00 b4 68 07 00 21 00 00 00 40 c2 00 00 46 c2 00 00 b4 68 07 00 01 0f 06 00 | @...F....h..!...@...F....h...... |
| 75b20 | 0f 74 03 00 0a 64 02 00 05 34 01 00 01 05 02 00 05 34 01 00 01 58 0d 00 58 f4 04 00 53 e4 05 00 | .t...d...4.......4...X..X...S... |
| 75b40 | 4e 64 06 00 49 54 0c 00 14 62 10 d0 0e c0 0c 70 0b 30 00 00 01 0f 06 00 0f 64 07 00 0f 34 06 00 | Nd..IT...b.....p.0.......d...4.. |
| 75b60 | 0f 32 0b 70 01 18 06 00 18 64 09 00 18 34 08 00 18 32 14 e0 21 18 04 00 18 74 07 00 05 54 06 00 | .2.p.....d...4...2..!....t...T.. |
| 75b80 | 40 c8 00 00 b4 c8 00 00 64 69 07 00 21 00 00 00 40 c8 00 00 b4 c8 00 00 64 69 07 00 01 06 02 00 | @.......di..!...@.......di...... |
| 75ba0 | 06 32 02 70 01 05 02 00 05 34 01 00 01 07 03 00 07 42 03 50 02 30 00 00 21 0a 04 00 0a 74 09 00 | .2.p.....4.......B.P.0..!....t.. |
| 75bc0 | 05 64 08 00 80 ca 00 00 a1 ca 00 00 ac 69 07 00 21 17 06 00 17 f4 04 00 0e e4 0b 00 05 c4 0a 00 | .d...........i..!............... |
| 75be0 | a1 ca 00 00 ab ca 00 00 b8 69 07 00 21 00 00 00 a1 ca 00 00 ab ca 00 00 b8 69 07 00 21 00 02 00 | .........i..!............i..!... |
| 75c00 | 00 74 09 00 80 ca 00 00 a1 ca 00 00 ac 69 07 00 01 28 04 00 28 74 06 00 06 32 02 30 19 1e 06 00 | .t...........i...(..(t...2.0.... |
| 75c20 | 0c 01 25 00 05 70 04 60 03 50 02 30 2c eb 04 00 10 01 00 00 01 1c 0c 00 1c 64 0c 00 1c 54 0b 00 | ..%..p.`.P.0,............d...T.. |
| 75c40 | 1c 34 0a 00 1c 32 18 f0 16 e0 14 d0 12 c0 10 70 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 | .4...2.........p.....d...4...2.p |
| 75c60 | 01 31 03 00 31 54 07 00 04 42 00 00 21 05 02 00 05 64 08 00 c0 d1 00 00 0d d2 00 00 60 6a 07 00 | .1..1T...B..!....d..........`j.. |
| 75c80 | 21 05 02 00 05 34 06 00 0d d2 00 00 5e d2 00 00 6c 6a 07 00 21 05 02 00 05 74 04 00 5e d2 00 00 | !....4......^...lj..!....t..^... |
| 75ca0 | 67 d2 00 00 80 6a 07 00 21 00 00 00 5e d2 00 00 67 d2 00 00 80 6a 07 00 21 00 00 00 0d d2 00 00 | g....j..!...^...g....j..!....... |
| 75cc0 | 5e d2 00 00 6c 6a 07 00 21 00 00 00 c0 d1 00 00 0d d2 00 00 60 6a 07 00 01 06 02 00 06 32 02 60 | ^...lj..!...........`j.......2.` |
| 75ce0 | 21 05 02 00 05 34 06 00 e0 d2 00 00 32 d3 00 00 d8 6a 07 00 21 05 02 00 05 74 07 00 32 d3 00 00 | !....4......2....j..!....t..2... |
| 75d00 | 3b d3 00 00 e0 6a 07 00 21 00 00 00 32 d3 00 00 3b d3 00 00 e0 6a 07 00 21 00 00 00 e0 d2 00 00 | ;....j..!...2...;....j..!....... |
| 75d20 | 32 d3 00 00 d8 6a 07 00 01 0a 04 00 0a 34 06 00 0a 32 06 70 01 04 01 00 04 42 00 00 21 05 02 00 | 2....j.......4...2.p.....B..!... |
| 75d40 | 05 74 04 00 40 d5 00 00 aa d5 00 00 34 6b 07 00 21 0a 04 00 0a 64 07 00 05 34 06 00 aa d5 00 00 | .t..@.......4k..!....d...4...... |
| 75d60 | d8 d5 00 00 3c 6b 07 00 21 00 00 00 aa d5 00 00 d8 d5 00 00 3c 6b 07 00 21 00 06 00 00 74 04 00 | ....<k..!...........<k..!....t.. |
| 75d80 | 00 64 07 00 00 34 06 00 40 d5 00 00 aa d5 00 00 34 6b 07 00 21 00 00 00 40 d5 00 00 aa d5 00 00 | .d...4..@.......4k..!...@....... |
| 75da0 | 34 6b 07 00 01 0a 04 00 0a 74 02 00 05 34 01 00 01 06 02 00 06 32 02 50 21 05 02 00 05 64 07 00 | 4k.......t...4.......2.P!....d.. |
| 75dc0 | 10 d9 00 00 54 d9 00 00 b0 6b 07 00 21 0b 04 00 0b 34 06 00 00 64 07 00 10 d9 00 00 54 d9 00 00 | ....T....k..!....4...d......T... |
| 75de0 | b0 6b 07 00 21 05 02 00 05 74 08 00 a8 d9 00 00 b7 d9 00 00 cc 6b 07 00 21 00 00 00 a8 d9 00 00 | .k..!....t...........k..!....... |
| 75e00 | b7 d9 00 00 cc 6b 07 00 21 00 00 00 10 d9 00 00 54 d9 00 00 b0 6b 07 00 01 67 06 00 67 34 06 00 | .....k..!.......T....k...g..g4.. |
| 75e20 | 0a 54 08 00 0a 32 06 60 21 05 02 00 05 74 07 00 30 da 00 00 9b da 00 00 18 6c 07 00 21 00 00 00 | .T...2.`!....t..0........l..!... |
| 75e40 | 30 da 00 00 9b da 00 00 18 6c 07 00 01 04 01 00 04 42 00 00 01 04 01 00 04 62 00 00 01 0a 04 00 | 0........l.......B.......b...... |
| 75e60 | 0a 64 07 00 0a 32 06 70 21 05 02 00 05 34 06 00 f0 db 00 00 2f dc 00 00 5c 6c 07 00 21 00 02 00 | .d...2.p!....4....../...\l..!... |
| 75e80 | 00 34 06 00 f0 db 00 00 2f dc 00 00 5c 6c 07 00 21 00 00 00 f0 db 00 00 2f dc 00 00 5c 6c 07 00 | .4....../...\l..!......./...\l.. |
| 75ea0 | 01 1c 04 00 1c 74 06 00 06 32 02 30 01 8e 0d 00 8e d4 08 00 4c c4 11 00 44 74 10 00 3c 54 0e 00 | .....t...2.0........L...Dt..<T.. |
| 75ec0 | 0f 82 0b f0 09 e0 07 60 06 30 00 00 01 04 01 00 04 42 00 00 01 0b 04 00 0b 34 08 00 0b 32 07 e0 | .......`.0.......B.......4...2.. |
| 75ee0 | 21 1a 04 00 1a 74 07 00 05 64 06 00 70 df 00 00 a1 df 00 00 d4 6c 07 00 21 00 00 00 70 df 00 00 | !....t...d..p........l..!...p... |
| 75f00 | a1 df 00 00 d4 6c 07 00 01 06 02 00 06 32 02 30 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 | .....l.......2.0.....d...4...2.p |
| 75f20 | 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 19 2c 02 00 1a 01 21 00 2c eb 04 00 f0 00 00 00 | .....d...4...2.p.,....!.,....... |
| 75f40 | 01 10 06 00 10 54 09 00 10 34 08 00 10 32 0c e0 21 0a 04 00 0a 74 07 00 05 64 06 00 a0 e1 00 00 | .....T...4...2..!....t...d...... |
| 75f60 | dc e1 00 00 40 6d 07 00 21 00 00 00 a0 e1 00 00 dc e1 00 00 40 6d 07 00 01 14 08 00 14 64 08 00 | ....@m..!...........@m.......d.. |
| 75f80 | 14 54 07 00 14 34 06 00 14 32 10 70 01 06 02 00 06 32 02 30 01 0a 04 00 0a 54 08 00 0a 32 06 60 | .T...4...2.p.....2.0.....T...2.` |
| 75fa0 | 21 05 02 00 05 34 06 00 60 e4 00 00 94 e4 00 00 94 6d 07 00 21 05 02 00 05 74 07 00 94 e4 00 00 | !....4..`........m..!....t...... |
| 75fc0 | 9d e4 00 00 a0 6d 07 00 21 00 00 00 94 e4 00 00 9d e4 00 00 a0 6d 07 00 21 00 00 00 60 e4 00 00 | .....m..!............m..!...`... |
| 75fe0 | 94 e4 00 00 94 6d 07 00 01 04 01 00 04 42 00 00 01 0a 04 00 0a 34 09 00 0a 52 06 70 21 05 02 00 | .....m.......B.......4...R.p!... |
| 76000 | 05 64 08 00 60 e6 00 00 97 e6 00 00 f0 6d 07 00 21 00 02 00 00 64 08 00 60 e6 00 00 97 e6 00 00 | .d..`........m..!....d..`....... |
| 76020 | f0 6d 07 00 01 0a 04 00 0a 64 09 00 0a 52 06 70 21 05 02 00 05 34 08 00 60 e7 00 00 8f e7 00 00 | .m.......d...R.p!....4..`....... |
| 76040 | 24 6e 07 00 21 00 02 00 00 34 08 00 60 e7 00 00 8f e7 00 00 24 6e 07 00 21 00 00 00 60 e7 00 00 | $n..!....4..`.......$n..!...`... |
| 76060 | 8f e7 00 00 24 6e 07 00 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 01 1b 04 00 1b 74 06 00 | ....$n.......d...4...2.p.....t.. |
| 76080 | 06 32 02 30 01 05 02 00 05 34 01 00 01 13 08 00 13 54 0c 00 13 34 0b 00 13 52 0f e0 0d 70 0c 60 | .2.0.....4.......T...4...R...p.` |
| 760a0 | 01 1a 0a 00 1a 74 09 00 1a 64 08 00 1a 54 07 00 1a 34 06 00 1a 32 16 e0 01 0a 04 00 0a 34 06 00 | .....t...d...T...4...2.......4.. |
| 760c0 | 0a 32 06 70 01 1e 0c 00 1e 74 0b 00 1e 64 0a 00 1e 54 09 00 1e 34 08 00 1e 32 1a f0 18 e0 16 d0 | .2.p.....t...d...T...4...2...... |
| 760e0 | 01 14 08 00 14 64 08 00 14 54 07 00 14 34 06 00 14 32 10 70 01 0f 06 00 0f 64 07 00 0f 34 06 00 | .....d...T...4...2.p.....d...4.. |
| 76100 | 0f 32 0b 70 01 06 02 00 06 32 02 30 01 0a 04 00 0a 34 06 00 0a 32 06 70 01 18 0a 00 18 64 0d 00 | .2.p.....2.0.....4...2.p.....d.. |
| 76120 | 18 54 0c 00 18 34 0b 00 18 52 14 f0 12 c0 10 70 21 05 02 00 05 e4 0a 00 a0 f6 00 00 e6 f6 00 00 | .T...4...R.....p!............... |
| 76140 | 18 6f 07 00 21 00 00 00 a0 f6 00 00 e6 f6 00 00 18 6f 07 00 01 15 08 00 15 64 0b 00 15 54 0a 00 | .o..!............o.......d...T.. |
| 76160 | 15 34 09 00 15 52 11 e0 21 05 02 00 05 74 08 00 90 f7 00 00 40 f8 00 00 54 6f 07 00 21 00 00 00 | .4...R..!....t......@...To..!... |
| 76180 | 90 f7 00 00 40 f8 00 00 54 6f 07 00 01 0a 02 00 0a 32 06 30 21 14 04 00 14 74 08 00 05 64 06 00 | ....@...To.......2.0!....t...d.. |
| 761a0 | c0 f8 00 00 8e f9 00 00 8c 6f 07 00 21 00 04 00 00 74 08 00 00 64 06 00 c0 f8 00 00 8e f9 00 00 | .........o..!....t...d.......... |
| 761c0 | 8c 6f 07 00 01 0f 06 00 0f 64 07 00 0f 34 06 00 0f 32 0b 70 01 06 02 00 06 32 02 30 01 0f 06 00 | .o.......d...4...2.p.....2.0.... |
| 761e0 | 0f 64 07 00 0f 34 06 00 0f 32 0b 70 01 18 0a 00 18 64 12 00 18 54 11 00 18 34 10 00 18 b2 14 f0 | .d...4...2.p.....d...T...4...... |
| 76200 | 12 e0 10 70 01 1a 0a 00 1a 74 09 00 1a 64 08 00 1a 54 07 00 1a 34 06 00 1a 32 16 e0 01 1a 0a 00 | ...p.....t...d...T...4...2...... |
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| 76240 | 14 34 06 00 14 32 10 70 01 04 01 00 04 82 00 00 01 16 08 00 16 34 0c 00 16 52 12 f0 10 e0 0e 70 | .4...2.p.............4...R.....p |
| 76260 | 0d 60 0c 50 01 1e 0c 00 1e 74 0b 00 1e 64 0a 00 1e 54 09 00 1e 34 08 00 1e 32 1a f0 18 e0 16 c0 | .`.P.....t...d...T...4...2...... |
| 76280 | 01 0a 04 00 0a 34 06 00 0a 32 06 70 01 04 01 00 04 42 00 00 01 0a 04 00 0a 34 06 00 0a 32 06 70 | .....4...2.p.....B.......4...2.p |
| 762a0 | 19 1d 04 00 0b 01 25 00 04 e0 02 60 2c eb 04 00 10 01 00 00 21 48 06 00 48 54 2a 00 10 74 24 00 | ......%....`,.......!H..HT*..t$. |
| 762c0 | 08 34 29 00 70 06 01 00 cc 06 01 00 a0 70 07 00 21 00 00 00 70 06 01 00 cc 06 01 00 a0 70 07 00 | .4).p........p..!...p........p.. |
| 762e0 | 01 08 03 00 08 42 04 f0 02 50 00 00 21 1e 08 00 1e e4 04 00 19 74 0b 00 11 64 09 00 05 34 08 00 | .....B...P..!........t...d...4.. |
| 76300 | 50 25 01 00 ce 25 01 00 e0 70 07 00 21 00 08 00 00 e4 04 00 00 74 0b 00 00 64 09 00 00 34 08 00 | P%...%...p..!........t...d...4.. |
| 76320 | 50 25 01 00 ce 25 01 00 e0 70 07 00 01 14 08 00 14 64 08 00 14 54 07 00 14 34 06 00 14 32 10 70 | P%...%...p.......d...T...4...2.p |
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| 774a0 | 06 4a 02 00 48 82 07 00 01 1c 0c 00 1c 64 12 00 1c 54 11 00 1c 34 10 00 1c 92 18 f0 16 e0 14 d0 | .J..H........d...T...4.......... |
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| 775c0 | 19 01 1f 00 0d f0 0b e0 09 d0 07 c0 05 70 04 60 03 30 02 50 2c eb 04 00 e8 00 00 00 19 23 0a 00 | .............p.`.0.P,........#.. |
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| 77600 | 14 01 35 00 06 c0 04 50 2c eb 04 00 50 01 00 00 21 32 0e 00 32 68 16 00 2d f4 2f 00 1d e4 30 00 | ..5....P,...P...!2..2h..-./...0. |
| 77620 | 16 d4 31 00 0f 74 32 00 0b 64 33 00 04 34 34 00 50 e4 02 00 7f e4 02 00 fc 83 07 00 21 00 02 00 | ..1..t2..d3..44.P...........!... |
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| 77760 | 0f f2 08 70 01 1f 0d 00 1f 64 1a 00 1f 54 19 00 1f 34 18 00 1f 01 12 00 18 f0 16 e0 14 d0 12 c0 | ...p.....d...T...4.............. |
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| 777c0 | 0d f0 0b e0 09 d0 07 70 06 60 05 50 04 30 00 00 2c eb 04 00 98 00 00 00 19 1f 04 00 11 01 2f 00 | .......p.`.P.0..,............./. |
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| 77840 | 58 00 00 00 19 23 05 00 15 01 36 00 07 e0 05 30 04 50 00 00 2c eb 04 00 48 01 00 00 21 04 02 00 | X....#....6....0.P..,...H...!... |
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| 77a40 | 0f f2 08 70 01 1f 0d 00 1f 64 1a 00 1f 54 19 00 1f 34 18 00 1f 01 12 00 18 f0 16 e0 14 d0 12 c0 | ...p.....d...T...4.............. |
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| 77a80 | 06 60 05 50 04 30 00 00 2c eb 04 00 98 00 00 00 01 0f 04 00 0f 34 12 00 0f f2 08 70 01 1f 0d 00 | .`.P.0..,............4.....p.... |
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| 77c60 | 1f 74 0c 00 17 54 0b 00 05 34 0a 00 50 18 04 00 58 18 04 00 4c 8a 07 00 21 00 00 00 50 18 04 00 | .t...T...4..P...X...L...!...P... |
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| 77ca0 | 58 00 00 00 19 1d 03 00 0b 01 2a 00 04 50 00 00 2c eb 04 00 e0 00 00 00 21 47 12 00 47 88 0f 00 | X.........*..P..,.......!G..G... |
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| 77ce0 | a0 1f 04 00 bd 1f 04 00 a4 8a 07 00 21 00 06 00 00 f4 23 00 00 e4 24 00 00 d4 25 00 a0 1f 04 00 | ............!.....#...$...%..... |
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| 77dc0 | 58 e4 0c 00 53 d4 0b 00 4b 74 0a 00 0c 32 08 f0 06 c0 04 60 03 50 02 30 01 0a 04 00 0a 34 06 00 | X...S...Kt...2.....`.P.0.....4.. |
| 77de0 | 0a 32 06 70 01 0c 02 00 0c d2 08 70 21 2e 0e 00 2e f4 08 00 27 e4 09 00 20 d4 0a 00 12 c4 0b 00 | .2.p.......p!.......'........... |
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| 77ea0 | 74 8c 07 00 21 00 00 00 00 ba 04 00 08 ba 04 00 74 8c 07 00 19 23 0a 00 14 34 19 00 14 d2 10 f0 | t...!...........t....#...4...... |
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| 77f60 | 28 8d 07 00 19 1e 08 00 0f b2 0b f0 09 e0 07 c0 05 70 04 60 03 50 02 30 2c eb 04 00 58 00 00 00 | (................p.`.P.0,...X... |
| 77f80 | 01 08 03 00 08 62 04 f0 02 d0 00 00 21 2b 0c 00 2b e4 04 00 22 c4 05 00 1d 74 06 00 15 64 0c 00 | .....b......!+..+..."....t...d.. |
| 77fa0 | 0d 54 0b 00 05 34 0a 00 f0 d2 04 00 f8 d2 04 00 80 8d 07 00 21 00 00 00 f0 d2 04 00 f8 d2 04 00 | .T...4..............!........... |
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| 77fe0 | 0a 32 06 70 01 35 06 00 35 74 07 00 2d 64 06 00 06 32 02 30 01 35 06 00 35 74 07 00 2d 64 06 00 | .2.p.5..5t..-d...2.0.5..5t..-d.. |
| 78000 | 06 32 02 30 01 08 03 00 08 42 04 f0 02 c0 00 00 21 36 0a 00 36 e4 04 00 31 64 0a 00 29 54 09 00 | .2.0.....B......!6..6...1d..)T.. |
| 78020 | 0a 74 0b 00 05 34 08 00 b0 da 04 00 c9 da 04 00 04 8e 07 00 21 00 00 00 b0 da 04 00 c9 da 04 00 | .t...4..............!........... |
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| 780a0 | 60 e3 04 00 de e3 04 00 8c 8e 07 00 21 14 08 00 14 f4 04 00 0f e4 0b 00 0a d4 0a 00 05 c4 09 00 | `...........!................... |
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| 780e0 | 21 00 00 00 de e3 04 00 e3 e3 04 00 98 8e 07 00 21 00 00 00 60 e3 04 00 de e3 04 00 8c 8e 07 00 | !...............!...`........... |
| 78100 | 01 14 08 00 14 64 0a 00 14 54 09 00 14 34 08 00 14 52 10 70 01 0f 05 00 0f 42 0b e0 09 d0 07 60 | .....d...T...4...R.p.....B.....` |
| 78120 | 06 50 00 00 21 23 08 00 23 f4 04 00 12 c4 0d 00 0d 74 0c 00 05 34 0b 00 e0 e5 04 00 0a e6 04 00 | .P..!#..#........t...4.......... |
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| 78160 | 04 42 00 00 01 14 08 00 14 64 08 00 14 54 07 00 14 34 06 00 14 32 10 70 01 0a 04 00 0a 34 06 00 | .B.......d...T...4...2.p.....4.. |
| 78180 | 0a 32 06 70 01 02 01 00 02 30 00 00 00 00 00 00 00 00 00 00 ff ff ff ff 00 00 00 00 4c 92 07 00 | .2.p.....0..................L... |
| 781a0 | 01 00 00 00 42 00 00 00 42 00 00 00 b8 8f 07 00 c0 90 07 00 c8 91 07 00 10 29 01 00 00 25 00 00 | ....B...B................)...%.. |
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| 782a0 | 30 11 00 00 40 30 00 00 10 12 00 00 c0 24 00 00 20 2d 00 00 60 2c 00 00 60 27 00 00 e0 34 00 00 | 0...@0.......$...-..`,..`'...4.. |
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| 78340 | 30 95 07 00 44 95 07 00 52 95 07 00 60 95 07 00 6f 95 07 00 83 95 07 00 99 95 07 00 af 95 07 00 | 0...D...R...`...o............... |
| 78360 | bc 95 07 00 cc 95 07 00 e3 95 07 00 ff 95 07 00 1d 96 07 00 3e 96 07 00 61 96 07 00 86 96 07 00 | ....................>...a....... |
| 78380 | ad 96 07 00 c3 96 07 00 db 96 07 00 f2 96 07 00 0b 97 07 00 27 97 07 00 45 97 07 00 57 97 07 00 | ....................'...E...W... |
| 783a0 | 6f 97 07 00 89 97 07 00 a6 97 07 00 c5 97 07 00 d7 97 07 00 e3 97 07 00 f2 97 07 00 02 98 07 00 | o............................... |
| 783c0 | 0e 98 07 00 1d 98 07 00 00 00 01 00 02 00 03 00 04 00 05 00 06 00 07 00 08 00 09 00 0a 00 0b 00 | ................................ |
| 783e0 | 0c 00 0d 00 0e 00 0f 00 10 00 11 00 12 00 13 00 14 00 15 00 16 00 17 00 18 00 19 00 1a 00 1b 00 | ................................ |
| 78400 | 1c 00 1d 00 1e 00 1f 00 20 00 21 00 22 00 23 00 24 00 25 00 26 00 27 00 28 00 29 00 2a 00 2b 00 | ..........!.".#.$.%.&.'.(.).*.+. |
| 78420 | 2c 00 2d 00 2e 00 2f 00 30 00 31 00 32 00 33 00 34 00 35 00 36 00 37 00 38 00 39 00 3a 00 3b 00 | ,.-.../.0.1.2.3.4.5.6.7.8.9.:.;. |
| 78440 | 3c 00 3d 00 3e 00 3f 00 40 00 41 00 5f 67 65 6e 65 72 61 74 6f 72 2e 63 70 33 39 2d 77 69 6e 5f | <.=.>.?.@.A._generator.cp39-win_ |
| 78460 | 61 6d 64 36 34 2e 70 79 64 00 50 79 49 6e 69 74 5f 5f 67 65 6e 65 72 61 74 6f 72 00 72 61 6e 64 | amd64.pyd.PyInit__generator.rand |
| 78480 | 6f 6d 5f 62 65 74 61 00 72 61 6e 64 6f 6d 5f 62 69 6e 6f 6d 69 61 6c 00 72 61 6e 64 6f 6d 5f 62 | om_beta.random_binomial.random_b |
| 784a0 | 6f 75 6e 64 65 64 5f 62 6f 6f 6c 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 62 6f 75 6e 64 65 64 5f | ounded_bool_fill.random_bounded_ |
| 784c0 | 75 69 6e 74 31 36 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 62 6f 75 6e 64 65 64 5f 75 69 6e 74 33 | uint16_fill.random_bounded_uint3 |
| 784e0 | 32 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 62 6f 75 6e 64 65 64 5f 75 69 6e 74 36 34 00 72 61 6e | 2_fill.random_bounded_uint64.ran |
| 78500 | 64 6f 6d 5f 62 6f 75 6e 64 65 64 5f 75 69 6e 74 36 34 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 62 | dom_bounded_uint64_fill.random_b |
| 78520 | 6f 75 6e 64 65 64 5f 75 69 6e 74 38 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 62 75 66 66 65 72 65 | ounded_uint8_fill.random_buffere |
| 78540 | 64 5f 62 6f 75 6e 64 65 64 5f 62 6f 6f 6c 00 72 61 6e 64 6f 6d 5f 62 75 66 66 65 72 65 64 5f 62 | d_bounded_bool.random_buffered_b |
| 78560 | 6f 75 6e 64 65 64 5f 75 69 6e 74 31 36 00 72 61 6e 64 6f 6d 5f 62 75 66 66 65 72 65 64 5f 62 6f | ounded_uint16.random_buffered_bo |
| 78580 | 75 6e 64 65 64 5f 75 69 6e 74 33 32 00 72 61 6e 64 6f 6d 5f 62 75 66 66 65 72 65 64 5f 62 6f 75 | unded_uint32.random_buffered_bou |
| 785a0 | 6e 64 65 64 5f 75 69 6e 74 38 00 72 61 6e 64 6f 6d 5f 63 68 69 73 71 75 61 72 65 00 72 61 6e 64 | nded_uint8.random_chisquare.rand |
| 785c0 | 6f 6d 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 72 61 6e 64 6f 6d 5f 66 00 72 61 6e 64 6f 6d 5f 67 | om_exponential.random_f.random_g |
| 785e0 | 61 6d 6d 61 00 72 61 6e 64 6f 6d 5f 67 61 6d 6d 61 5f 66 00 72 61 6e 64 6f 6d 5f 67 65 6f 6d 65 | amma.random_gamma_f.random_geome |
| 78600 | 74 72 69 63 00 72 61 6e 64 6f 6d 5f 67 65 6f 6d 65 74 72 69 63 5f 73 65 61 72 63 68 00 72 61 6e | tric.random_geometric_search.ran |
| 78620 | 64 6f 6d 5f 67 75 6d 62 65 6c 00 72 61 6e 64 6f 6d 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 | dom_gumbel.random_hypergeometric |
| 78640 | 00 72 61 6e 64 6f 6d 5f 69 6e 74 65 72 76 61 6c 00 72 61 6e 64 6f 6d 5f 6c 61 70 6c 61 63 65 00 | .random_interval.random_laplace. |
| 78660 | 72 61 6e 64 6f 6d 5f 6c 6f 67 69 73 74 69 63 00 72 61 6e 64 6f 6d 5f 6c 6f 67 6e 6f 72 6d 61 6c | random_logistic.random_lognormal |
| 78680 | 00 72 61 6e 64 6f 6d 5f 6c 6f 67 73 65 72 69 65 73 00 72 61 6e 64 6f 6d 5f 6d 75 6c 74 69 6e 6f | .random_logseries.random_multino |
| 786a0 | 6d 69 61 6c 00 72 61 6e 64 6f 6d 5f 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 | mial.random_multivariate_hyperge |
| 786c0 | 6f 6d 65 74 72 69 63 5f 63 6f 75 6e 74 00 72 61 6e 64 6f 6d 5f 6d 75 6c 74 69 76 61 72 69 61 74 | ometric_count.random_multivariat |
| 786e0 | 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 5f 6d 61 72 67 69 6e 61 6c 73 00 72 61 6e 64 6f | e_hypergeometric_marginals.rando |
| 78700 | 6d 5f 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 72 61 6e 64 6f 6d 5f 6e 6f 6e 63 65 | m_negative_binomial.random_nonce |
| 78720 | 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 72 61 6e 64 6f 6d 5f 6e 6f 6e 63 65 6e 74 72 61 | ntral_chisquare.random_noncentra |
| 78740 | 6c 5f 66 00 72 61 6e 64 6f 6d 5f 6e 6f 72 6d 61 6c 00 72 61 6e 64 6f 6d 5f 70 61 72 65 74 6f 00 | l_f.random_normal.random_pareto. |
| 78760 | 72 61 6e 64 6f 6d 5f 70 6f 69 73 73 6f 6e 00 72 61 6e 64 6f 6d 5f 70 6f 73 69 74 69 76 65 5f 69 | random_poisson.random_positive_i |
| 78780 | 6e 74 00 72 61 6e 64 6f 6d 5f 70 6f 73 69 74 69 76 65 5f 69 6e 74 33 32 00 72 61 6e 64 6f 6d 5f | nt.random_positive_int32.random_ |
| 787a0 | 70 6f 73 69 74 69 76 65 5f 69 6e 74 36 34 00 72 61 6e 64 6f 6d 5f 70 6f 77 65 72 00 72 61 6e 64 | positive_int64.random_power.rand |
| 787c0 | 6f 6d 5f 72 61 79 6c 65 69 67 68 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 63 61 75 63 | om_rayleigh.random_standard_cauc |
| 787e0 | 68 79 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 72 | hy.random_standard_exponential.r |
| 78800 | 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 5f 66 00 72 61 6e | andom_standard_exponential_f.ran |
| 78820 | 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 5f 66 69 6c 6c 00 72 61 | dom_standard_exponential_fill.ra |
| 78840 | 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 5f 66 69 6c 6c 5f 66 | ndom_standard_exponential_fill_f |
| 78860 | 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 5f 69 6e 76 | .random_standard_exponential_inv |
| 78880 | 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 | _fill.random_standard_exponentia |
| 788a0 | 6c 5f 69 6e 76 5f 66 69 6c 6c 5f 66 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 67 61 6d | l_inv_fill_f.random_standard_gam |
| 788c0 | 6d 61 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 5f 66 00 72 61 6e 64 6f | ma.random_standard_gamma_f.rando |
| 788e0 | 6d 5f 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 | m_standard_normal.random_standar |
| 78900 | 64 5f 6e 6f 72 6d 61 6c 5f 66 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 | d_normal_f.random_standard_norma |
| 78920 | 6c 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 5f 66 69 | l_fill.random_standard_normal_fi |
| 78940 | 6c 6c 5f 66 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 74 00 72 61 6e 64 6f 6d 5f 73 74 | ll_f.random_standard_t.random_st |
| 78960 | 61 6e 64 61 72 64 5f 75 6e 69 66 6f 72 6d 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 75 | andard_uniform.random_standard_u |
| 78980 | 6e 69 66 6f 72 6d 5f 66 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 75 6e 69 66 6f 72 6d | niform_f.random_standard_uniform |
| 789a0 | 5f 66 69 6c 6c 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 75 6e 69 66 6f 72 6d 5f 66 69 | _fill.random_standard_uniform_fi |
| 789c0 | 6c 6c 5f 66 00 72 61 6e 64 6f 6d 5f 74 72 69 61 6e 67 75 6c 61 72 00 72 61 6e 64 6f 6d 5f 75 69 | ll_f.random_triangular.random_ui |
| 789e0 | 6e 74 00 72 61 6e 64 6f 6d 5f 75 6e 69 66 6f 72 6d 00 72 61 6e 64 6f 6d 5f 76 6f 6e 6d 69 73 65 | nt.random_uniform.random_vonmise |
| 78a00 | 73 00 72 61 6e 64 6f 6d 5f 77 61 6c 64 00 72 61 6e 64 6f 6d 5f 77 65 69 62 75 6c 6c 00 72 61 6e | s.random_wald.random_weibull.ran |
| 78a20 | 64 6f 6d 5f 7a 69 70 66 00 00 00 00 10 9c 07 00 00 00 00 00 00 00 00 00 30 b1 07 00 40 f3 04 00 | dom_zipf................0...@... |
| 78a40 | d0 98 07 00 00 00 00 00 00 00 00 00 a4 b2 07 00 00 f0 04 00 50 99 07 00 00 00 00 00 00 00 00 00 | ....................P........... |
| 78a60 | f4 b2 07 00 80 f0 04 00 00 9c 07 00 00 00 00 00 00 00 00 00 0a b6 07 00 30 f3 04 00 80 99 07 00 | ........................0....... |
| 78a80 | 00 00 00 00 00 00 00 00 2a b6 07 00 b0 f0 04 00 98 99 07 00 00 00 00 00 00 00 00 00 4a b6 07 00 | ........*...................J... |
| 78aa0 | c8 f0 04 00 b8 9b 07 00 00 00 00 00 00 00 00 00 6a b6 07 00 e8 f2 04 00 00 00 00 00 00 00 00 00 | ................j............... |
| 78ac0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 fe b1 07 00 00 00 00 00 3e b1 07 00 00 00 00 00 | ........................>....... |
| 78ae0 | 52 b1 07 00 00 00 00 00 6c b1 07 00 00 00 00 00 80 b1 07 00 00 00 00 00 9c b1 07 00 00 00 00 00 | R.......l....................... |
| 78b00 | ba b1 07 00 00 00 00 00 ce b1 07 00 00 00 00 00 e2 b1 07 00 00 00 00 00 18 b2 07 00 00 00 00 00 | ................................ |
| 78b20 | 2e b2 07 00 00 00 00 00 44 b2 07 00 00 00 00 00 5e b2 07 00 00 00 00 00 7a b2 07 00 00 00 00 00 | ........D.......^.......z....... |
| 78b40 | 90 b2 07 00 00 00 00 00 00 00 00 00 00 00 00 00 96 b6 07 00 00 00 00 00 b2 b2 07 00 00 00 00 00 | ................................ |
| 78b60 | ca b2 07 00 00 00 00 00 ea b2 07 00 00 00 00 00 8c b6 07 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 78b80 | 28 b3 07 00 00 00 00 00 20 b3 07 00 00 00 00 00 00 00 00 00 00 00 00 00 f4 b4 07 00 00 00 00 00 | (............................... |
| 78ba0 | ec b4 07 00 00 00 00 00 e4 b4 07 00 00 00 00 00 dc b4 07 00 00 00 00 00 d2 b4 07 00 00 00 00 00 | ................................ |
| 78bc0 | ca b4 07 00 00 00 00 00 c2 b4 07 00 00 00 00 00 ba b4 07 00 00 00 00 00 b2 b4 07 00 00 00 00 00 | ................................ |
| 78be0 | aa b4 07 00 00 00 00 00 a2 b4 07 00 00 00 00 00 98 b4 07 00 00 00 00 00 90 b4 07 00 00 00 00 00 | ................................ |
| 78c00 | 88 b4 07 00 00 00 00 00 7e b4 07 00 00 00 00 00 76 b4 07 00 00 00 00 00 6c b4 07 00 00 00 00 00 | ........~.......v.......l....... |
| 78c20 | 60 b4 07 00 00 00 00 00 58 b4 07 00 00 00 00 00 4e b4 07 00 00 00 00 00 44 b4 07 00 00 00 00 00 | `.......X.......N.......D....... |
| 78c40 | 3a b4 07 00 00 00 00 00 32 b4 07 00 00 00 00 00 2a b4 07 00 00 00 00 00 22 b4 07 00 00 00 00 00 | :.......2.......*......."....... |
| 78c60 | 1a b4 07 00 00 00 00 00 fc b4 07 00 00 00 00 00 0a b4 07 00 00 00 00 00 02 b4 07 00 00 00 00 00 | ................................ |
| 78c80 | fa b3 07 00 00 00 00 00 f2 b3 07 00 00 00 00 00 e6 b3 07 00 00 00 00 00 de b3 07 00 00 00 00 00 | ................................ |
| 78ca0 | d6 b3 07 00 00 00 00 00 ce b3 07 00 00 00 00 00 c6 b3 07 00 00 00 00 00 ba b3 07 00 00 00 00 00 | ................................ |
| 78cc0 | b0 b3 07 00 00 00 00 00 a4 b3 07 00 00 00 00 00 9c b3 07 00 00 00 00 00 94 b3 07 00 00 00 00 00 | ................................ |
| 78ce0 | 8c b3 07 00 00 00 00 00 86 b3 07 00 00 00 00 00 7e b3 07 00 00 00 00 00 78 b3 07 00 00 00 00 00 | ................~.......x....... |
| 78d00 | 70 b3 07 00 00 00 00 00 68 b3 07 00 00 00 00 00 60 b3 07 00 00 00 00 00 5a b3 07 00 00 00 00 00 | p.......h.......`.......Z....... |
| 78d20 | 54 b3 07 00 00 00 00 00 4c b3 07 00 00 00 00 00 44 b3 07 00 00 00 00 00 3c b3 07 00 00 00 00 00 | T.......L.......D.......<....... |
| 78d40 | 32 b3 07 00 00 00 00 00 04 b5 07 00 00 00 00 00 0e b5 07 00 00 00 00 00 1e b5 07 00 00 00 00 00 | 2............................... |
| 78d60 | 28 b5 07 00 00 00 00 00 2e b5 07 00 00 00 00 00 36 b5 07 00 00 00 00 00 3e b5 07 00 00 00 00 00 | (...............6.......>....... |
| 78d80 | 46 b5 07 00 00 00 00 00 4c b5 07 00 00 00 00 00 54 b5 07 00 00 00 00 00 5c b5 07 00 00 00 00 00 | F.......L.......T.......\....... |
| 78da0 | 16 b5 07 00 00 00 00 00 12 b4 07 00 00 00 00 00 00 00 00 00 00 00 00 00 90 b5 07 00 00 00 00 00 | ................................ |
| 78dc0 | aa b5 07 00 00 00 00 00 cc b5 07 00 00 00 00 00 7e b5 07 00 00 00 00 00 00 b6 07 00 00 00 00 00 | ................~............... |
| 78de0 | 64 b5 07 00 00 00 00 00 e8 b5 07 00 00 00 00 00 70 b5 07 00 00 00 00 00 00 00 00 00 00 00 00 00 | d...............p............... |
| 78e00 | 06 b3 07 00 00 00 00 00 00 00 00 00 00 00 00 00 a0 aa 07 00 00 00 00 00 b4 aa 07 00 00 00 00 00 | ................................ |
| 78e20 | cc aa 07 00 00 00 00 00 e2 aa 07 00 00 00 00 00 fe aa 07 00 00 00 00 00 0c ab 07 00 00 00 00 00 | ................................ |
| 78e40 | 1a ab 07 00 00 00 00 00 34 ab 07 00 00 00 00 00 4a ab 07 00 00 00 00 00 5a ab 07 00 00 00 00 00 | ........4.......J.......Z....... |
| 78e60 | 74 ab 07 00 00 00 00 00 82 ab 07 00 00 00 00 00 92 ab 07 00 00 00 00 00 a2 ab 07 00 00 00 00 00 | t............................... |
| 78e80 | be ab 07 00 00 00 00 00 d2 ab 07 00 00 00 00 00 e0 ab 07 00 00 00 00 00 fc ab 07 00 00 00 00 00 | ................................ |
| 78ea0 | 0c ac 07 00 00 00 00 00 30 ac 07 00 00 00 00 00 44 ac 07 00 00 00 00 00 56 ac 07 00 00 00 00 00 | ........0.......D.......V....... |
| 78ec0 | 64 ac 07 00 00 00 00 00 76 ac 07 00 00 00 00 00 8c ac 07 00 00 00 00 00 b0 ac 07 00 00 00 00 00 | d.......v....................... |
| 78ee0 | cc ac 07 00 00 00 00 00 e2 ac 07 00 00 00 00 00 f4 ac 07 00 00 00 00 00 02 ad 07 00 00 00 00 00 | ................................ |
| 78f00 | 18 ad 07 00 00 00 00 00 28 ad 07 00 00 00 00 00 3c ad 07 00 00 00 00 00 4a ad 07 00 00 00 00 00 | ........(.......<.......J....... |
| 78f20 | 5c ad 07 00 00 00 00 00 74 ad 07 00 00 00 00 00 88 ad 07 00 00 00 00 00 9e ad 07 00 00 00 00 00 | \.......t....................... |
| 78f40 | b2 ad 07 00 00 00 00 00 c2 ad 07 00 00 00 00 00 d6 ad 07 00 00 00 00 00 72 aa 07 00 00 00 00 00 | ........................r....... |
| 78f60 | 0e ae 07 00 00 00 00 00 22 ae 07 00 00 00 00 00 34 ae 07 00 00 00 00 00 48 ae 07 00 00 00 00 00 | ........".......4.......H....... |
| 78f80 | 5a ae 07 00 00 00 00 00 6a ae 07 00 00 00 00 00 7c ae 07 00 00 00 00 00 8e ae 07 00 00 00 00 00 | Z.......j.......|............... |
| 78fa0 | a0 ae 07 00 00 00 00 00 b0 ae 07 00 00 00 00 00 90 aa 07 00 00 00 00 00 d6 ae 07 00 00 00 00 00 | ................................ |
| 78fc0 | e6 ae 07 00 00 00 00 00 f8 ae 07 00 00 00 00 00 0c af 07 00 00 00 00 00 24 af 07 00 00 00 00 00 | ........................$....... |
| 78fe0 | 38 af 07 00 00 00 00 00 4a af 07 00 00 00 00 00 62 af 07 00 00 00 00 00 76 af 07 00 00 00 00 00 | 8.......J.......b.......v....... |
| 79000 | 96 af 07 00 00 00 00 00 ae af 07 00 00 00 00 00 c2 af 07 00 00 00 00 00 da af 07 00 00 00 00 00 | ................................ |
| 79020 | ec af 07 00 00 00 00 00 fa af 07 00 00 00 00 00 0c b0 07 00 00 00 00 00 22 b0 07 00 00 00 00 00 | ........................"....... |
| 79040 | 38 b0 07 00 00 00 00 00 50 b0 07 00 00 00 00 00 64 b0 07 00 00 00 00 00 74 b0 07 00 00 00 00 00 | 8.......P.......d.......t....... |
| 79060 | 86 b0 07 00 00 00 00 00 9a b0 07 00 00 00 00 00 aa b0 07 00 00 00 00 00 be b0 07 00 00 00 00 00 | ................................ |
| 79080 | ce b0 07 00 00 00 00 00 e2 b0 07 00 00 00 00 00 fa b0 07 00 00 00 00 00 18 b1 07 00 00 00 00 00 | ................................ |
| 790a0 | 5a aa 07 00 00 00 00 00 42 aa 07 00 00 00 00 00 28 aa 07 00 00 00 00 00 18 aa 07 00 00 00 00 00 | Z.......B.......(............... |
| 790c0 | 06 aa 07 00 00 00 00 00 f2 a9 07 00 00 00 00 00 d8 a9 07 00 00 00 00 00 ca a9 07 00 00 00 00 00 | ................................ |
| 790e0 | b4 a9 07 00 00 00 00 00 a4 a9 07 00 00 00 00 00 90 a9 07 00 00 00 00 00 7c a9 07 00 00 00 00 00 | ........................|....... |
| 79100 | 6e a9 07 00 00 00 00 00 5e a9 07 00 00 00 00 00 48 a9 07 00 00 00 00 00 38 a9 07 00 00 00 00 00 | n.......^.......H.......8....... |
| 79120 | 22 a9 07 00 00 00 00 00 10 a9 07 00 00 00 00 00 00 a9 07 00 00 00 00 00 f2 a8 07 00 00 00 00 00 | "............................... |
| 79140 | da a8 07 00 00 00 00 00 cc a8 07 00 00 00 00 00 bc a8 07 00 00 00 00 00 c2 ae 07 00 00 00 00 00 | ................................ |
| 79160 | ae a8 07 00 00 00 00 00 9a a8 07 00 00 00 00 00 86 a8 07 00 00 00 00 00 72 a8 07 00 00 00 00 00 | ........................r....... |
| 79180 | 62 a8 07 00 00 00 00 00 4e a8 07 00 00 00 00 00 36 a8 07 00 00 00 00 00 1c a8 07 00 00 00 00 00 | b.......N.......6............... |
| 791a0 | 0a a8 07 00 00 00 00 00 f6 a7 07 00 00 00 00 00 e6 a7 07 00 00 00 00 00 ce a7 07 00 00 00 00 00 | ................................ |
| 791c0 | b8 a7 07 00 00 00 00 00 a8 a7 07 00 00 00 00 00 90 a7 07 00 00 00 00 00 7a a7 07 00 00 00 00 00 | ........................z....... |
| 791e0 | 6c a7 07 00 00 00 00 00 54 a7 07 00 00 00 00 00 3e a7 07 00 00 00 00 00 28 a7 07 00 00 00 00 00 | l.......T.......>.......(....... |
| 79200 | 14 a7 07 00 00 00 00 00 06 a7 07 00 00 00 00 00 f2 a6 07 00 00 00 00 00 e0 a6 07 00 00 00 00 00 | ................................ |
| 79220 | ca a6 07 00 00 00 00 00 b4 a6 07 00 00 00 00 00 98 a6 07 00 00 00 00 00 84 a6 07 00 00 00 00 00 | ................................ |
| 79240 | 70 a6 07 00 00 00 00 00 5c a6 07 00 00 00 00 00 42 a6 07 00 00 00 00 00 32 a6 07 00 00 00 00 00 | p.......\.......B.......2....... |
| 79260 | 14 a6 07 00 00 00 00 00 f8 a5 07 00 00 00 00 00 de a5 07 00 00 00 00 00 ce a5 07 00 00 00 00 00 | ................................ |
| 79280 | b4 a5 07 00 00 00 00 00 a0 a5 07 00 00 00 00 00 90 a5 07 00 00 00 00 00 7a a5 07 00 00 00 00 00 | ........................z....... |
| 792a0 | 68 a5 07 00 00 00 00 00 50 a5 07 00 00 00 00 00 36 a5 07 00 00 00 00 00 20 a5 07 00 00 00 00 00 | h.......P.......6............... |
| 792c0 | 02 a5 07 00 00 00 00 00 ee a4 07 00 00 00 00 00 da a4 07 00 00 00 00 00 c6 a4 07 00 00 00 00 00 | ................................ |
| 792e0 | ac a4 07 00 00 00 00 00 96 a4 07 00 00 00 00 00 80 a4 07 00 00 00 00 00 6e a4 07 00 00 00 00 00 | ........................n....... |
| 79300 | 52 a4 07 00 00 00 00 00 2e a4 07 00 00 00 00 00 16 a4 07 00 00 00 00 00 06 a4 07 00 00 00 00 00 | R............................... |
| 79320 | ee a3 07 00 00 00 00 00 dc a3 07 00 00 00 00 00 c0 a3 07 00 00 00 00 00 ac a3 07 00 00 00 00 00 | ................................ |
| 79340 | 9e a3 07 00 00 00 00 00 8c a3 07 00 00 00 00 00 7c a3 07 00 00 00 00 00 68 a3 07 00 00 00 00 00 | ................|.......h....... |
| 79360 | 58 a3 07 00 00 00 00 00 46 a3 07 00 00 00 00 00 28 a3 07 00 00 00 00 00 16 a3 07 00 00 00 00 00 | X.......F.......(............... |
| 79380 | 04 a3 07 00 00 00 00 00 e6 a2 07 00 00 00 00 00 d4 a2 07 00 00 00 00 00 c0 a2 07 00 00 00 00 00 | ................................ |
| 793a0 | b0 a2 07 00 00 00 00 00 9c a2 07 00 00 00 00 00 7e a2 07 00 00 00 00 00 6a a2 07 00 00 00 00 00 | ................~.......j....... |
| 793c0 | 56 a2 07 00 00 00 00 00 40 a2 07 00 00 00 00 00 80 aa 07 00 00 00 00 00 2c a2 07 00 00 00 00 00 | V.......@...............,....... |
| 793e0 | 1a a2 07 00 00 00 00 00 f2 ad 07 00 00 00 00 00 00 a2 07 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 79400 | 27 02 50 79 4e 75 6d 62 65 72 5f 4d 61 74 72 69 78 4d 75 6c 74 69 70 6c 79 00 da 02 50 79 53 65 | '.PyNumber_MatrixMultiply...PySe |
| 79420 | 71 75 65 6e 63 65 5f 4c 69 73 74 00 12 00 50 79 42 61 73 65 4f 62 6a 65 63 74 5f 54 79 70 65 00 | quence_List...PyBaseObject_Type. |
| 79440 | 96 04 5f 50 79 44 69 63 74 5f 4e 65 77 50 72 65 73 69 7a 65 64 00 00 01 50 79 45 78 63 5f 42 75 | .._PyDict_NewPresized...PyExc_Bu |
| 79460 | 66 66 65 72 45 72 72 6f 72 00 8a 02 50 79 4f 62 6a 65 63 74 5f 53 65 74 41 74 74 72 00 00 cf 03 | fferError...PyObject_SetAttr.... |
| 79480 | 50 79 55 6e 69 63 6f 64 65 5f 49 6e 74 65 72 6e 46 72 6f 6d 53 74 72 69 6e 67 00 00 38 00 50 79 | PyUnicode_InternFromString..8.Py |
| 794a0 | 43 46 75 6e 63 74 69 6f 6e 5f 54 79 70 65 00 00 47 02 50 79 4f 53 5f 73 6e 70 72 69 6e 74 66 00 | CFunction_Type..G.PyOS_snprintf. |
| 794c0 | 1b 03 50 79 54 68 72 65 61 64 53 74 61 74 65 5f 47 65 74 00 0a 01 50 79 45 78 63 5f 45 78 63 65 | ..PyThreadState_Get...PyExc_Exce |
| 794e0 | 70 74 69 6f 6e 00 21 02 50 79 4e 75 6d 62 65 72 5f 49 6e 50 6c 61 63 65 54 72 75 65 44 69 76 69 | ption.!.PyNumber_InPlaceTrueDivi |
| 79500 | 64 65 00 00 d7 00 50 79 45 72 72 5f 53 65 74 4f 62 6a 65 63 74 00 53 00 50 79 43 6f 64 65 5f 4e | de....PyErr_SetObject.S.PyCode_N |
| 79520 | 65 77 45 6d 70 74 79 00 b9 00 50 79 45 72 72 5f 47 69 76 65 6e 45 78 63 65 70 74 69 6f 6e 4d 61 | ewEmpty...PyErr_GivenExceptionMa |
| 79540 | 74 63 68 65 73 00 81 02 50 79 4f 62 6a 65 63 74 5f 4d 61 6c 6c 6f 63 00 dc 00 50 79 45 72 72 5f | tches...PyObject_Malloc...PyErr_ |
| 79560 | 57 61 72 6e 45 78 00 00 43 00 50 79 43 61 70 73 75 6c 65 5f 49 73 56 61 6c 69 64 00 c0 00 50 79 | WarnEx..C.PyCapsule_IsValid...Py |
| 79580 | 45 72 72 5f 50 72 69 6e 74 45 78 00 6d 01 50 79 46 75 6e 63 74 69 6f 6e 5f 54 79 70 65 00 5c 01 | Err_PrintEx.m.PyFunction_Type.\. |
| 795a0 | 50 79 46 72 61 6d 65 5f 4e 65 77 00 b6 01 50 79 4c 6f 6e 67 5f 41 73 53 73 69 7a 65 5f 74 00 00 | PyFrame_New...PyLong_AsSsize_t.. |
| 795c0 | 07 01 50 79 45 78 63 5f 44 65 70 72 65 63 61 74 69 6f 6e 57 61 72 6e 69 6e 67 00 00 17 01 50 79 | ..PyExc_DeprecationWarning....Py |
| 795e0 | 45 78 63 5f 4b 65 79 45 72 72 6f 72 00 00 21 04 50 79 5f 4c 65 61 76 65 52 65 63 75 72 73 69 76 | Exc_KeyError..!.Py_LeaveRecursiv |
| 79600 | 65 43 61 6c 6c 00 ed 02 50 79 53 6c 69 63 65 5f 54 79 70 65 00 00 8b 01 50 79 49 6d 70 6f 72 74 | eCall...PySlice_Type....PyImport |
| 79620 | 5f 49 6d 70 6f 72 74 4d 6f 64 75 6c 65 00 8d 01 50 79 49 6d 70 6f 72 74 5f 49 6d 70 6f 72 74 4d | _ImportModule...PyImport_ImportM |
| 79640 | 6f 64 75 6c 65 4c 65 76 65 6c 4f 62 6a 65 63 74 00 00 bd 00 50 79 45 72 72 5f 4e 6f 72 6d 61 6c | oduleLevelObject....PyErr_Normal |
| 79660 | 69 7a 65 45 78 63 65 70 74 69 6f 6e 00 00 be 00 50 79 45 72 72 5f 4f 63 63 75 72 72 65 64 00 00 | izeException....PyErr_Occurred.. |
| 79680 | c0 01 50 79 4c 6f 6e 67 5f 46 72 6f 6d 53 73 69 7a 65 5f 74 00 00 2d 02 50 79 4e 75 6d 62 65 72 | ..PyLong_FromSsize_t..-.PyNumber |
| 796a0 | 5f 52 65 6d 61 69 6e 64 65 72 00 00 6b 02 50 79 4f 62 6a 65 63 74 5f 47 65 6e 65 72 69 63 47 65 | _Remainder..k.PyObject_GenericGe |
| 796c0 | 74 41 74 74 72 00 0e 02 50 79 4e 75 6d 62 65 72 5f 41 62 73 6f 6c 75 74 65 00 41 03 50 79 54 72 | tAttr...PyNumber_Absolute.A.PyTr |
| 796e0 | 61 63 65 42 61 63 6b 5f 48 65 72 65 00 00 f6 00 50 79 45 76 61 6c 5f 53 61 76 65 54 68 72 65 61 | aceBack_Here....PyEval_SaveThrea |
| 79700 | 64 00 75 05 5f 50 79 54 68 72 65 61 64 53 74 61 74 65 5f 55 6e 63 68 65 63 6b 65 64 47 65 74 00 | d.u._PyThreadState_UncheckedGet. |
| 79720 | 27 01 50 79 45 78 63 5f 52 75 6e 74 69 6d 65 45 72 72 6f 72 00 00 8b 02 50 79 4f 62 6a 65 63 74 | '.PyExc_RuntimeError....PyObject |
| 79740 | 5f 53 65 74 41 74 74 72 53 74 72 69 6e 67 00 00 15 02 50 79 4e 75 6d 62 65 72 5f 46 6c 6f 6f 72 | _SetAttrString....PyNumber_Floor |
| 79760 | 44 69 76 69 64 65 00 00 bd 01 50 79 4c 6f 6e 67 5f 46 72 6f 6d 4c 6f 6e 67 00 69 02 50 79 4f 62 | Divide....PyLong_FromLong.i.PyOb |
| 79780 | 6a 65 63 74 5f 47 43 5f 55 6e 54 72 61 63 6b 00 77 02 50 79 4f 62 6a 65 63 74 5f 48 61 73 68 00 | ject_GC_UnTrack.w.PyObject_Hash. |
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| 797e0 | 50 79 44 69 63 74 5f 47 65 74 49 74 65 6d 57 69 74 68 45 72 72 6f 72 00 99 01 50 79 49 6e 74 65 | PyDict_GetItemWithError...PyInte |
| 79800 | 72 70 72 65 74 65 72 53 74 61 74 65 5f 47 65 74 49 44 00 00 c5 01 50 79 4c 6f 6e 67 5f 46 72 6f | rpreterState_GetID....PyLong_Fro |
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| 79840 | 6e 00 28 03 50 79 54 68 72 65 61 64 5f 61 6c 6c 6f 63 61 74 65 5f 6c 6f 63 6b 00 00 70 02 50 79 | n.(.PyThread_allocate_lock..p.Py |
| 79860 | 4f 62 6a 65 63 74 5f 47 65 74 41 74 74 72 00 00 02 02 50 79 4d 6f 64 75 6c 65 5f 47 65 74 4e 61 | Object_GetAttr....PyModule_GetNa |
| 79880 | 6d 65 00 00 4d 01 50 79 46 6c 6f 61 74 5f 41 73 44 6f 75 62 6c 65 00 00 b8 01 50 79 4c 6f 6e 67 | me..M.PyFloat_AsDouble....PyLong |
| 798a0 | 5f 41 73 55 6e 73 69 67 6e 65 64 4c 6f 6e 67 4c 6f 6e 67 00 2e 00 50 79 42 79 74 65 73 5f 46 72 | _AsUnsignedLongLong...PyBytes_Fr |
| 798c0 | 6f 6d 53 74 72 69 6e 67 00 00 74 01 50 79 47 49 4c 53 74 61 74 65 5f 52 65 6c 65 61 73 65 00 00 | omString..t.PyGILState_Release.. |
| 798e0 | 19 06 5f 50 79 5f 4e 6f 6e 65 53 74 72 75 63 74 00 00 b3 01 50 79 4c 6f 6e 67 5f 41 73 4c 6f 6e | .._Py_NoneStruct....PyLong_AsLon |
| 79900 | 67 4c 6f 6e 67 00 49 03 50 79 54 75 70 6c 65 5f 4e 65 77 00 c1 01 50 79 4c 6f 6e 67 5f 46 72 6f | gLong.I.PyTuple_New...PyLong_Fro |
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| 79940 | 5f 50 79 5f 45 6c 6c 69 70 73 69 73 4f 62 6a 65 63 74 00 00 a8 00 50 79 44 69 63 74 5f 53 65 74 | _Py_EllipsisObject....PyDict_Set |
| 79960 | 49 74 65 6d 53 74 72 69 6e 67 00 00 a9 00 50 79 44 69 63 74 5f 53 69 7a 65 00 be 01 50 79 4c 6f | ItemString....PyDict_Size...PyLo |
| 79980 | 6e 67 5f 46 72 6f 6d 4c 6f 6e 67 4c 6f 6e 67 00 26 03 50 79 54 68 72 65 61 64 5f 61 63 71 75 69 | ng_FromLongLong.&.PyThread_acqui |
| 799a0 | 72 65 5f 6c 6f 63 6b 00 5d 01 50 79 46 72 61 6d 65 5f 54 79 70 65 00 00 4e 01 50 79 46 6c 6f 61 | re_lock.].PyFrame_Type..N.PyFloa |
| 799c0 | 74 5f 46 72 6f 6d 44 6f 75 62 6c 65 00 00 fc 00 50 79 45 78 63 5f 41 74 74 72 69 62 75 74 65 45 | t_FromDouble....PyExc_AttributeE |
| 799e0 | 72 72 6f 72 00 00 d4 03 50 79 55 6e 69 63 6f 64 65 5f 4e 65 77 00 28 02 50 79 4e 75 6d 62 65 72 | rror....PyUnicode_New.(.PyNumber |
| 79a00 | 5f 4d 75 6c 74 69 70 6c 79 00 d8 00 50 79 45 72 72 5f 53 65 74 53 74 72 69 6e 67 00 3c 01 50 79 | _Multiply...PyErr_SetString.<.Py |
| 79a20 | 45 78 63 5f 5a 65 72 6f 44 69 76 69 73 69 6f 6e 45 72 72 6f 72 00 e1 00 50 79 45 72 72 5f 57 72 | Exc_ZeroDivisionError...PyErr_Wr |
| 79a40 | 69 74 65 55 6e 72 61 69 73 61 62 6c 65 00 74 02 50 79 4f 62 6a 65 63 74 5f 47 65 74 49 74 65 72 | iteUnraisable.t.PyObject_GetIter |
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| 79a80 | 72 6d 61 74 00 00 e8 00 50 79 45 76 61 6c 5f 45 76 61 6c 43 6f 64 65 45 78 00 39 01 50 79 45 78 | rmat....PyEval_EvalCodeEx.9.PyEx |
| 79aa0 | 63 5f 56 61 6c 75 65 45 72 72 6f 72 00 00 a5 00 50 79 44 69 63 74 5f 4e 65 78 74 00 b6 00 50 79 | c_ValueError....PyDict_Next...Py |
| 79ac0 | 45 72 72 5f 46 6f 72 6d 61 74 00 00 aa 00 50 79 44 69 63 74 5f 54 79 70 65 00 86 02 50 79 4f 62 | Err_Format....PyDict_Type...PyOb |
| 79ae0 | 6a 65 63 74 5f 52 69 63 68 43 6f 6d 70 61 72 65 00 00 14 00 50 79 42 6f 6f 6c 5f 54 79 70 65 00 | ject_RichCompare....PyBool_Type. |
| 79b00 | 4d 03 50 79 54 75 70 6c 65 5f 54 79 70 65 00 00 ff 05 5f 50 79 5f 46 61 6c 73 65 53 74 72 75 63 | M.PyTuple_Type...._Py_FalseStruc |
| 79b20 | 74 00 16 02 50 79 4e 75 6d 62 65 72 5f 49 6e 50 6c 61 63 65 41 64 64 00 53 01 50 79 46 6c 6f 61 | t...PyNumber_InPlaceAdd.S.PyFloa |
| 79b40 | 74 5f 54 79 70 65 00 00 06 02 50 79 4d 6f 64 75 6c 65 5f 4e 65 77 4f 62 6a 65 63 74 00 00 f3 01 | t_Type....PyModule_NewObject.... |
| 79b60 | 50 79 4d 65 74 68 6f 64 5f 54 79 70 65 00 c8 01 50 79 4c 6f 6e 67 5f 54 79 70 65 00 58 03 50 79 | PyMethod_Type...PyLong_Type.X.Py |
| 79b80 | 54 79 70 65 5f 49 73 53 75 62 74 79 70 65 00 00 2f 02 50 79 4e 75 6d 62 65 72 5f 53 75 62 74 72 | Type_IsSubtype../.PyNumber_Subtr |
| 79ba0 | 61 63 74 00 c4 00 50 79 45 72 72 5f 52 65 73 74 6f 72 65 00 20 01 50 79 45 78 63 5f 4f 76 65 72 | act...PyErr_Restore...PyExc_Over |
| 79bc0 | 66 6c 6f 77 45 72 72 6f 72 00 f6 05 5f 50 79 5f 44 65 61 6c 6c 6f 63 00 87 01 50 79 49 6d 70 6f | flowError..._Py_Dealloc...PyImpo |
| 79be0 | 72 74 5f 47 65 74 4d 6f 64 75 6c 65 44 69 63 74 00 00 ff 01 50 79 4d 6f 64 75 6c 65 5f 47 65 74 | rt_GetModuleDict....PyModule_Get |
| 79c00 | 44 69 63 74 00 00 63 02 50 79 4f 62 6a 65 63 74 5f 46 6f 72 6d 61 74 00 64 02 50 79 4f 62 6a 65 | Dict..c.PyObject_Format.d.PyObje |
| 79c20 | 63 74 5f 46 72 65 65 00 b4 00 50 79 45 72 72 5f 45 78 63 65 70 74 69 6f 6e 4d 61 74 63 68 65 73 | ct_Free...PyErr_ExceptionMatches |
| 79c40 | 00 00 33 03 50 79 54 68 72 65 61 64 5f 72 65 6c 65 61 73 65 5f 6c 6f 63 6b 00 41 00 50 79 43 61 | ..3.PyThread_release_lock.A.PyCa |
| 79c60 | 70 73 75 6c 65 5f 47 65 74 50 6f 69 6e 74 65 72 00 00 b5 00 50 79 45 72 72 5f 46 65 74 63 68 00 | psule_GetPointer....PyErr_Fetch. |
| 79c80 | b1 01 50 79 4c 6f 6e 67 5f 41 73 4c 6f 6e 67 00 82 02 50 79 4f 62 6a 65 63 74 5f 4e 6f 74 00 00 | ..PyLong_AsLong...PyObject_Not.. |
| 79ca0 | 87 03 50 79 55 6e 69 63 6f 64 65 5f 41 73 55 54 46 38 00 00 c2 03 50 79 55 6e 69 63 6f 64 65 5f | ..PyUnicode_AsUTF8....PyUnicode_ |
| 79cc0 | 46 72 6f 6d 46 6f 72 6d 61 74 00 00 72 02 50 79 4f 62 6a 65 63 74 5f 47 65 74 42 75 66 66 65 72 | FromFormat..r.PyObject_GetBuffer |
| 79ce0 | 00 00 1b 02 50 79 4e 75 6d 62 65 72 5f 49 6e 50 6c 61 63 65 4d 75 6c 74 69 70 6c 79 00 00 a8 01 | ....PyNumber_InPlaceMultiply.... |
| 79d00 | 50 79 4c 69 73 74 5f 4e 65 77 00 00 ec 02 50 79 53 6c 69 63 65 5f 4e 65 77 00 66 02 50 79 4f 62 | PyList_New....PySlice_New.f.PyOb |
| 79d20 | 6a 65 63 74 5f 47 43 5f 49 73 46 69 6e 61 6c 69 7a 65 64 00 7a 01 50 79 49 6d 70 6f 72 74 5f 41 | ject_GC_IsFinalized.z.PyImport_A |
| 79d40 | 64 64 4d 6f 64 75 6c 65 00 00 5a 03 50 79 54 79 70 65 5f 52 65 61 64 79 00 00 71 02 50 79 4f 62 | ddModule..Z.PyType_Ready..q.PyOb |
| 79d60 | 6a 65 63 74 5f 47 65 74 41 74 74 72 53 74 72 69 6e 67 00 00 b2 00 50 79 45 72 72 5f 43 6c 65 61 | ject_GetAttrString....PyErr_Clea |
| 79d80 | 72 00 a3 01 50 79 4c 69 73 74 5f 41 70 70 65 6e 64 00 32 00 50 79 42 79 74 65 73 5f 54 79 70 65 | r...PyList_Append.2.PyBytes_Type |
| 79da0 | 00 00 87 02 50 79 4f 62 6a 65 63 74 5f 52 69 63 68 43 6f 6d 70 61 72 65 42 6f 6f 6c 00 00 97 03 | ....PyObject_RichCompareBool.... |
| 79dc0 | 50 79 55 6e 69 63 6f 64 65 5f 44 65 63 6f 64 65 00 00 52 00 50 79 43 6f 64 65 5f 4e 65 77 00 00 | PyUnicode_Decode..R.PyCode_New.. |
| 79de0 | 43 01 50 79 45 78 63 65 70 74 69 6f 6e 5f 53 65 74 54 72 61 63 65 62 61 63 6b 00 00 44 00 50 79 | C.PyException_SetTraceback..D.Py |
| 79e00 | 43 61 70 73 75 6c 65 5f 4e 65 77 00 46 05 5f 50 79 4f 62 6a 65 63 74 5f 47 65 6e 65 72 69 63 47 | Capsule_New.F._PyObject_GenericG |
| 79e20 | 65 74 41 74 74 72 57 69 74 68 44 69 63 74 00 00 40 00 50 79 43 61 70 73 75 6c 65 5f 47 65 74 4e | etAttrWithDict..@.PyCapsule_GetN |
| 79e40 | 61 6d 65 00 a7 00 50 79 44 69 63 74 5f 53 65 74 49 74 65 6d 00 00 a4 00 50 79 44 69 63 74 5f 4e | ame...PyDict_SetItem....PyDict_N |
| 79e60 | 65 77 00 00 e3 03 50 79 55 6e 69 63 6f 64 65 5f 54 79 70 65 00 00 2d 03 50 79 54 68 72 65 61 64 | ew....PyUnicode_Type..-.PyThread |
| 79e80 | 5f 66 72 65 65 5f 6c 6f 63 6b 00 00 54 02 50 79 4f 62 6a 65 63 74 5f 43 61 6c 6c 46 69 6e 61 6c | _free_lock..T.PyObject_CallFinal |
| 79ea0 | 69 7a 65 72 46 72 6f 6d 44 65 61 6c 6c 6f 63 00 92 04 5f 50 79 44 69 63 74 5f 47 65 74 49 74 65 | izerFromDealloc..._PyDict_GetIte |
| 79ec0 | 6d 5f 4b 6e 6f 77 6e 48 61 73 68 00 7c 02 50 79 4f 62 6a 65 63 74 5f 49 73 49 6e 73 74 61 6e 63 | m_KnownHash.|.PyObject_IsInstanc |
| 79ee0 | 65 00 23 02 50 79 4e 75 6d 62 65 72 5f 49 6e 64 65 78 00 00 dd 01 50 79 4d 65 6d 5f 46 72 65 65 | e.#.PyNumber_Index....PyMem_Free |
| 79f00 | 00 00 2a 01 50 79 45 78 63 5f 53 74 6f 70 49 74 65 72 61 74 69 6f 6e 00 39 00 50 79 43 4d 65 74 | ..*.PyExc_StopIteration.9.PyCMet |
| 79f20 | 68 6f 64 5f 4e 65 77 00 29 02 50 79 4e 75 6d 62 65 72 5f 4e 65 67 61 74 69 76 65 00 ae 01 50 79 | hod_New.).PyNumber_Negative...Py |
| 79f40 | 4c 69 73 74 5f 54 79 70 65 00 bc 00 50 79 45 72 72 5f 4e 6f 4d 65 6d 6f 72 79 00 00 9e 00 50 79 | List_Type...PyErr_NoMemory....Py |
| 79f60 | 44 69 63 74 5f 47 65 74 49 74 65 6d 53 74 72 69 6e 67 00 00 73 02 50 79 4f 62 6a 65 63 74 5f 47 | Dict_GetItemString..s.PyObject_G |
| 79f80 | 65 74 49 74 65 6d 00 00 5a 02 50 79 4f 62 6a 65 63 74 5f 43 61 6c 6c 4f 62 6a 65 63 74 00 f4 01 | etItem..Z.PyObject_CallObject... |
| 79fa0 | 50 79 4d 6f 64 75 6c 65 44 65 66 5f 49 6e 69 74 00 00 91 01 50 79 49 6e 64 65 78 5f 43 68 65 63 | PyModuleDef_Init....PyIndex_Chec |
| 79fc0 | 6b 00 68 02 50 79 4f 62 6a 65 63 74 5f 47 43 5f 54 72 61 63 6b 00 2f 00 50 79 42 79 74 65 73 5f | k.h.PyObject_GC_Track./.PyBytes_ |
| 79fe0 | 46 72 6f 6d 53 74 72 69 6e 67 41 6e 64 53 69 7a 65 00 1e 01 50 79 45 78 63 5f 4e 6f 74 49 6d 70 | FromStringAndSize...PyExc_NotImp |
| 7a000 | 6c 65 6d 65 6e 74 65 64 45 72 72 6f 72 00 72 01 50 79 47 49 4c 53 74 61 74 65 5f 45 6e 73 75 72 | lementedError.r.PyGILState_Ensur |
| 7a020 | 65 00 9b 00 50 79 44 69 63 74 5f 44 65 6c 49 74 65 6d 00 00 91 03 50 79 55 6e 69 63 6f 64 65 5f | e...PyDict_DelItem....PyUnicode_ |
| 7a040 | 43 6f 6d 70 61 72 65 00 31 01 50 79 45 78 63 5f 54 79 70 65 45 72 72 6f 72 00 e4 01 50 79 4d 65 | Compare.1.PyExc_TypeError...PyMe |
| 7a060 | 6d 5f 52 65 61 6c 6c 6f 63 00 49 00 50 79 43 61 70 73 75 6c 65 5f 54 79 70 65 00 00 7e 02 50 79 | m_Realloc.I.PyCapsule_Type..~.Py |
| 7a080 | 4f 62 6a 65 63 74 5f 49 73 54 72 75 65 00 1c 01 50 79 45 78 63 5f 4e 61 6d 65 45 72 72 6f 72 00 | Object_IsTrue...PyExc_NameError. |
| 7a0a0 | 4a 03 50 79 54 75 70 6c 65 5f 50 61 63 6b 00 00 29 04 50 79 5f 4f 70 74 69 6d 69 7a 65 46 6c 61 | J.PyTuple_Pack..).Py_OptimizeFla |
| 7a0c0 | 67 00 d5 05 5f 50 79 55 6e 69 63 6f 64 65 5f 52 65 61 64 79 00 00 df 01 50 79 4d 65 6d 5f 4d 61 | g..._PyUnicode_Ready....PyMem_Ma |
| 7a0e0 | 6c 6c 6f 63 00 00 a4 01 50 79 4c 69 73 74 5f 41 73 54 75 70 6c 65 00 00 14 01 50 79 45 78 63 5f | lloc....PyList_AsTuple....PyExc_ |
| 7a100 | 49 6e 64 65 78 45 72 72 6f 72 00 00 fd 03 50 79 5f 45 6e 74 65 72 52 65 63 75 72 73 69 76 65 43 | IndexError....Py_EnterRecursiveC |
| 7a120 | 61 6c 6c 00 11 01 50 79 45 78 63 5f 49 6d 70 6f 72 74 45 72 72 6f 72 00 26 06 5f 50 79 5f 54 72 | all...PyExc_ImportError.&._Py_Tr |
| 7a140 | 75 65 53 74 72 75 63 74 00 00 98 03 50 79 55 6e 69 63 6f 64 65 5f 44 65 63 6f 64 65 41 53 43 49 | ueStruct....PyUnicode_DecodeASCI |
| 7a160 | 49 00 2d 01 50 79 45 78 63 5f 53 79 73 74 65 6d 45 72 72 6f 72 00 be 05 5f 50 79 55 6e 69 63 6f | I.-.PyExc_SystemError..._PyUnico |
| 7a180 | 64 65 5f 46 61 73 74 43 6f 70 79 43 68 61 72 61 63 74 65 72 73 00 fb 00 50 79 45 78 63 5f 41 73 | de_FastCopyCharacters...PyExc_As |
| 7a1a0 | 73 65 72 74 69 6f 6e 45 72 72 6f 72 00 00 8c 02 50 79 4f 62 6a 65 63 74 5f 53 65 74 49 74 65 6d | sertionError....PyObject_SetItem |
| 7a1c0 | 00 00 41 01 50 79 45 78 63 65 70 74 69 6f 6e 5f 53 65 74 43 61 75 73 65 00 00 59 03 50 79 54 79 | ..A.PyException_SetCause..Y.PyTy |
| 7a1e0 | 70 65 5f 4d 6f 64 69 66 69 65 64 00 2a 02 50 79 4e 75 6d 62 65 72 5f 4f 72 00 fc 04 5f 50 79 4c | pe_Modified.*.PyNumber_Or..._PyL |
| 7a200 | 69 73 74 5f 45 78 74 65 6e 64 00 00 01 06 5f 50 79 5f 46 61 74 61 6c 45 72 72 6f 72 46 75 6e 63 | ist_Extend...._Py_FatalErrorFunc |
| 7a220 | 00 00 ea 00 50 79 45 76 61 6c 5f 45 76 61 6c 46 72 61 6d 65 45 78 00 00 c7 03 50 79 55 6e 69 63 | ....PyEval_EvalFrameEx....PyUnic |
| 7a240 | 6f 64 65 5f 46 72 6f 6d 53 74 72 69 6e 67 00 00 bf 01 50 79 4c 6f 6e 67 5f 46 72 6f 6d 53 69 7a | ode_FromString....PyLong_FromSiz |
| 7a260 | 65 5f 74 00 00 05 5f 50 79 4c 6f 6e 67 5f 43 6f 70 79 00 00 a0 05 5f 50 79 54 79 70 65 5f 4c 6f | e_t..._PyLong_Copy...._PyType_Lo |
| 7a280 | 6f 6b 75 70 00 00 c0 03 50 79 55 6e 69 63 6f 64 65 5f 46 6f 72 6d 61 74 00 00 8d 02 50 79 4f 62 | okup....PyUnicode_Format....PyOb |
| 7a2a0 | 6a 65 63 74 5f 53 69 7a 65 00 1a 00 50 79 42 75 66 66 65 72 5f 52 65 6c 65 61 73 65 00 00 52 02 | ject_Size...PyBuffer_Release..R. |
| 7a2c0 | 50 79 4f 62 6a 65 63 74 5f 43 61 6c 6c 00 df 02 50 79 53 65 71 75 65 6e 63 65 5f 54 75 70 6c 65 | PyObject_Call...PySequence_Tuple |
| 7a2e0 | 00 00 f5 00 50 79 45 76 61 6c 5f 52 65 73 74 6f 72 65 54 68 72 65 61 64 00 00 c8 03 50 79 55 6e | ....PyEval_RestoreThread....PyUn |
| 7a300 | 69 63 6f 64 65 5f 46 72 6f 6d 53 74 72 69 6e 67 41 6e 64 53 69 7a 65 00 4a 05 5f 50 79 4f 62 6a | icode_FromStringAndSize.J._PyObj |
| 7a320 | 65 63 74 5f 47 65 74 44 69 63 74 50 74 72 00 00 70 79 74 68 6f 6e 33 39 2e 64 6c 6c 00 00 e9 04 | ect_GetDictPtr..python39.dll.... |
| 7a340 | 52 74 6c 43 61 70 74 75 72 65 43 6f 6e 74 65 78 74 00 f1 04 52 74 6c 4c 6f 6f 6b 75 70 46 75 6e | RtlCaptureContext...RtlLookupFun |
| 7a360 | 63 74 69 6f 6e 45 6e 74 72 79 00 00 f8 04 52 74 6c 56 69 72 74 75 61 6c 55 6e 77 69 6e 64 00 00 | ctionEntry....RtlVirtualUnwind.. |
| 7a380 | d8 05 55 6e 68 61 6e 64 6c 65 64 45 78 63 65 70 74 69 6f 6e 46 69 6c 74 65 72 00 00 97 05 53 65 | ..UnhandledExceptionFilter....Se |
| 7a3a0 | 74 55 6e 68 61 6e 64 6c 65 64 45 78 63 65 70 74 69 6f 6e 46 69 6c 74 65 72 00 2a 02 47 65 74 43 | tUnhandledExceptionFilter.*.GetC |
| 7a3c0 | 75 72 72 65 6e 74 50 72 6f 63 65 73 73 00 b6 05 54 65 72 6d 69 6e 61 74 65 50 72 6f 63 65 73 73 | urrentProcess...TerminateProcess |
| 7a3e0 | 00 00 9e 03 49 73 50 72 6f 63 65 73 73 6f 72 46 65 61 74 75 72 65 50 72 65 73 65 6e 74 00 64 04 | ....IsProcessorFeaturePresent.d. |
| 7a400 | 51 75 65 72 79 50 65 72 66 6f 72 6d 61 6e 63 65 43 6f 75 6e 74 65 72 00 2b 02 47 65 74 43 75 72 | QueryPerformanceCounter.+.GetCur |
| 7a420 | 72 65 6e 74 50 72 6f 63 65 73 73 49 64 00 2f 02 47 65 74 43 75 72 72 65 6e 74 54 68 72 65 61 64 | rentProcessId./.GetCurrentThread |
| 7a440 | 49 64 00 00 01 03 47 65 74 53 79 73 74 65 6d 54 69 6d 65 41 73 46 69 6c 65 54 69 6d 65 00 2c 01 | Id....GetSystemTimeAsFileTime.,. |
| 7a460 | 44 69 73 61 62 6c 65 54 68 72 65 61 64 4c 69 62 72 61 72 79 43 61 6c 6c 73 00 81 03 49 6e 69 74 | DisableThreadLibraryCalls...Init |
| 7a480 | 69 61 6c 69 7a 65 53 4c 69 73 74 48 65 61 64 00 97 03 49 73 44 65 62 75 67 67 65 72 50 72 65 73 | ializeSListHead...IsDebuggerPres |
| 7a4a0 | 65 6e 74 00 4b 45 52 4e 45 4c 33 32 2e 64 6c 6c 00 00 08 00 5f 5f 43 5f 73 70 65 63 69 66 69 63 | ent.KERNEL32.dll....__C_specific |
| 7a4c0 | 5f 68 61 6e 64 6c 65 72 00 00 25 00 5f 5f 73 74 64 5f 74 79 70 65 5f 69 6e 66 6f 5f 64 65 73 74 | _handler..%.__std_type_info_dest |
| 7a4e0 | 72 6f 79 5f 6c 69 73 74 00 00 3e 00 6d 65 6d 73 65 74 00 00 56 43 52 55 4e 54 49 4d 45 31 34 30 | roy_list..>.memset..VCRUNTIME140 |
| 7a500 | 2e 64 6c 6c 00 00 0d 00 5f 5f 73 74 64 69 6f 5f 63 6f 6d 6d 6f 6e 5f 76 73 70 72 69 6e 74 66 00 | .dll....__stdio_common_vsprintf. |
| 7a520 | 18 00 66 72 65 65 00 00 19 00 6d 61 6c 6c 6f 63 00 00 10 00 5f 64 63 6c 61 73 73 00 b7 00 65 78 | ..free....malloc...._dclass...ex |
| 7a540 | 70 6d 31 00 4a 00 61 63 6f 73 00 00 7c 00 63 65 69 6c 00 00 90 00 63 6f 73 00 b2 00 65 78 70 00 | pm1.J.acos..|.ceil....cos...exp. |
| 7a560 | b6 00 65 78 70 66 00 00 be 00 66 6c 6f 6f 72 00 c9 00 66 6d 6f 64 00 00 da 00 6c 6f 67 00 e6 00 | ..expf....floor...fmod....log... |
| 7a580 | 6c 6f 67 66 00 00 fe 00 70 6f 77 00 ff 00 70 6f 77 66 00 00 16 01 73 71 72 74 00 00 17 01 73 71 | logf....pow...powf....sqrt....sq |
| 7a5a0 | 72 74 66 00 1d 00 5f 66 64 63 6c 61 73 73 00 00 14 00 5f 64 70 63 6f 6d 70 00 22 00 5f 66 64 70 | rtf..._fdclass...._dpcomp."._fdp |
| 7a5c0 | 63 6f 6d 70 00 00 4c 00 61 63 6f 73 68 00 51 00 61 73 69 6e 68 00 58 00 61 74 61 6e 68 00 73 00 | comp..L.acosh.Q.asinh.X.atanh.s. |
| 7a5e0 | 63 62 72 74 00 00 8d 00 63 6f 70 79 73 69 67 6e 00 00 b3 00 65 78 70 32 00 00 cb 00 66 72 65 78 | cbrt....copysign....exp2....frex |
| 7a600 | 70 00 cc 00 68 79 70 6f 74 00 d0 00 6c 64 65 78 70 00 dd 00 6c 6f 67 31 70 00 e0 00 6c 6f 67 32 | p...hypot...ldexp...log1p...log2 |
| 7a620 | 00 00 ed 00 6d 6f 64 66 00 00 06 01 72 69 6e 74 00 00 1f 01 74 72 75 6e 63 00 4d 00 61 63 6f 73 | ....modf....rint....trunc.M.acos |
| 7a640 | 68 66 00 00 52 00 61 73 69 6e 68 66 00 00 59 00 61 74 61 6e 68 66 00 00 74 00 63 62 72 74 66 00 | hf..R.asinhf..Y.atanhf..t.cbrtf. |
| 7a660 | 8e 00 63 6f 70 79 73 69 67 6e 66 00 b8 00 65 78 70 6d 31 66 00 00 b4 00 65 78 70 32 66 00 de 00 | ..copysignf...expm1f....exp2f... |
| 7a680 | 6c 6f 67 31 70 66 00 00 e1 00 6c 6f 67 32 66 00 07 01 72 69 6e 74 66 00 20 01 74 72 75 6e 63 66 | log1pf....log2f...rintf...truncf |
| 7a6a0 | 00 00 ee 00 6d 6f 64 66 66 00 4b 00 61 63 6f 73 66 00 4f 00 61 73 69 6e 00 00 50 00 61 73 69 6e | ....modff.K.acosf.O.asin..P.asin |
| 7a6c0 | 66 00 54 00 61 74 61 6e 00 00 55 00 61 74 61 6e 32 00 56 00 61 74 61 6e 32 66 00 00 57 00 61 74 | f.T.atan..U.atan2.V.atan2f..W.at |
| 7a6e0 | 61 6e 66 00 7d 00 63 65 69 6c 66 00 91 00 63 6f 73 66 00 00 92 00 63 6f 73 68 00 00 93 00 63 6f | anf.}.ceilf...cosf....cosh....co |
| 7a700 | 73 68 66 00 bf 00 66 6c 6f 6f 72 66 00 00 ca 00 66 6d 6f 64 66 00 db 00 6c 6f 67 31 30 00 dc 00 | shf...floorf....fmodf...log10... |
| 7a720 | 6c 6f 67 31 30 66 00 00 12 01 73 69 6e 00 13 01 73 69 6e 66 00 00 14 01 73 69 6e 68 00 00 15 01 | log10f....sin...sinf....sinh.... |
| 7a740 | 73 69 6e 68 66 00 18 01 74 61 6e 00 19 01 74 61 6e 66 00 00 1a 01 74 61 6e 68 00 00 1b 01 74 61 | sinhf...tan...tanf....tanh....ta |
| 7a760 | 6e 68 66 00 36 00 5f 69 6e 69 74 74 65 72 6d 00 37 00 5f 69 6e 69 74 74 65 72 6d 5f 65 00 3f 00 | nhf.6._initterm.7._initterm_e.?. |
| 7a780 | 5f 73 65 68 5f 66 69 6c 74 65 72 5f 64 6c 6c 00 18 00 5f 63 6f 6e 66 69 67 75 72 65 5f 6e 61 72 | _seh_filter_dll..._configure_nar |
| 7a7a0 | 72 6f 77 5f 61 72 67 76 00 00 33 00 5f 69 6e 69 74 69 61 6c 69 7a 65 5f 6e 61 72 72 6f 77 5f 65 | row_argv..3._initialize_narrow_e |
| 7a7c0 | 6e 76 69 72 6f 6e 6d 65 6e 74 00 00 34 00 5f 69 6e 69 74 69 61 6c 69 7a 65 5f 6f 6e 65 78 69 74 | nvironment..4._initialize_onexit |
| 7a7e0 | 5f 74 61 62 6c 65 00 00 22 00 5f 65 78 65 63 75 74 65 5f 6f 6e 65 78 69 74 5f 74 61 62 6c 65 00 | _table.."._execute_onexit_table. |
| 7a800 | 16 00 5f 63 65 78 69 74 00 00 61 70 69 2d 6d 73 2d 77 69 6e 2d 63 72 74 2d 73 74 64 69 6f 2d 6c | .._cexit..api-ms-win-crt-stdio-l |
| 7a820 | 31 2d 31 2d 30 2e 64 6c 6c 00 61 70 69 2d 6d 73 2d 77 69 6e 2d 63 72 74 2d 68 65 61 70 2d 6c 31 | 1-1-0.dll.api-ms-win-crt-heap-l1 |
| 7a840 | 2d 31 2d 30 2e 64 6c 6c 00 00 61 70 69 2d 6d 73 2d 77 69 6e 2d 63 72 74 2d 6d 61 74 68 2d 6c 31 | -1-0.dll..api-ms-win-crt-math-l1 |
| 7a860 | 2d 31 2d 30 2e 64 6c 6c 00 00 61 70 69 2d 6d 73 2d 77 69 6e 2d 63 72 74 2d 72 75 6e 74 69 6d 65 | -1-0.dll..api-ms-win-crt-runtime |
| 7a880 | 2d 6c 31 2d 31 2d 30 2e 64 6c 6c 00 3b 00 6d 65 6d 63 6d 70 00 00 3c 00 6d 65 6d 63 70 79 00 00 | -l1-1-0.dll.;.memcmp..<.memcpy.. |
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| 7aa00 | 55 55 55 55 55 55 b5 3f 17 6c c1 16 6c c1 66 bf 1a a0 01 1a a0 01 4a 3f 13 38 81 13 38 81 43 bf | UUUUUU.?.l..l.f.......J?.8..8.C. |
| 7aa20 | 24 ff 18 2b 1e 95 4b 3f 7f 3c 99 d9 b0 6a 5f bf 1a a4 41 1a a4 41 7a 3f 97 53 0f cb 86 42 9e bf | $..+..K?.<...j_...A..Az?.S...B.. |
| 7aa40 | 85 06 1e 38 96 fe c6 3f 35 1f 18 01 67 47 f6 bf 75 98 00 00 00 00 00 00 cd 5d 20 d2 66 d4 ff ff | ...8...?5...gG..u........]..f... |
| 7aa60 | 32 a2 df 2d 99 2b 00 00 ff ff ff ff 00 00 00 00 01 00 00 00 02 00 00 00 2f 20 00 00 00 00 00 00 | 2..-.+................../....... |
| 7aa80 | 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 6e 75 6d 70 79 5c 72 61 6e 64 6f 6d 5c 5f 67 65 | ................numpy\random\_ge |
| 7aaa0 | 6e 65 72 61 74 6f 72 2e 63 00 00 00 00 00 00 00 5f 67 65 6e 65 72 61 74 6f 72 2e 70 79 78 00 00 | nerator.c......._generator.pyx.. |
| 7aac0 | 5f 5f 69 6e 69 74 5f 5f 2e 70 78 64 00 00 00 00 73 74 72 69 6e 67 73 6f 75 72 63 65 00 00 00 00 | __init__.pxd....stringsource.... |
| 7aae0 | 74 79 70 65 2e 70 78 64 00 00 00 00 72 61 6e 64 6f 6d 00 00 66 00 00 00 62 6f 6f 6c 2e 70 78 64 | type.pxd....random..f...bool.pxd |
| 7ab00 | 00 00 00 00 62 79 74 65 73 00 00 00 63 68 6f 69 63 65 00 00 54 00 00 00 63 6f 6d 70 6c 65 78 2e | ....bytes...choice..T...complex. |
| 7ab20 | 70 78 64 00 00 00 00 00 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 2e 70 78 64 00 00 00 00 00 00 00 | pxd.....bit_generator.pxd....... |
| 7ab40 | 75 69 6e 74 36 34 5f 74 00 00 00 00 00 00 00 00 64 65 66 61 75 6c 74 5f 72 6e 67 00 00 00 00 00 | uint64_t........default_rng..... |
| 7ab60 | 5f 5f 70 79 78 5f 75 6e 70 69 63 6b 6c 65 5f 45 6e 75 6d 00 00 00 00 00 5f 5f 67 65 74 73 74 61 | __pyx_unpickle_Enum.....__getsta |
| 7ab80 | 74 65 5f 5f 00 00 00 00 5f 5f 73 65 74 73 74 61 74 65 5f 5f 00 00 00 00 5f 5f 72 65 64 75 63 65 | te__....__setstate__....__reduce |
| 7aba0 | 5f 5f 00 00 62 65 74 61 00 00 00 00 00 00 00 00 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 00 | __..beta........exponential..... |
| 7abc0 | 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 69 6e 74 65 67 65 72 73 | standard_exponential....integers |
| 7abe0 | 00 00 00 00 00 00 00 00 75 6e 69 66 6f 72 6d 00 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 | ........uniform.standard_normal. |
| 7ac00 | 6e 6f 72 6d 61 6c 00 00 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 00 67 61 6d 6d 61 00 00 00 | normal..standard_gamma..gamma... |
| 7ac20 | 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 00 00 00 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 | noncentral_f....chisquare....... |
| 7ac40 | 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 00 00 73 74 61 6e 64 61 72 64 | noncentral_chisquare....standard |
| 7ac60 | 5f 63 61 75 63 68 79 00 73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 00 00 76 6f 6e 6d 69 73 65 73 | _cauchy.standard_t......vonmises |
| 7ac80 | 00 00 00 00 70 61 72 65 74 6f 00 00 00 00 00 00 77 65 69 62 75 6c 6c 00 70 6f 77 65 72 00 00 00 | ....pareto......weibull.power... |
| 7aca0 | 6c 61 70 6c 61 63 65 00 67 75 6d 62 65 6c 00 00 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00 | laplace.gumbel..logistic........ |
| 7acc0 | 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 72 61 79 6c 65 69 67 68 00 00 00 00 77 61 6c 64 | lognormal.......rayleigh....wald |
| 7ace0 | 00 00 00 00 00 00 00 00 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 00 00 62 69 6e 6f 6d 69 61 6c | ........triangular......binomial |
| 7ad00 | 00 00 00 00 00 00 00 00 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 | ........negative_binomial....... |
| 7ad20 | 70 6f 69 73 73 6f 6e 00 7a 69 70 66 00 00 00 00 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 | poisson.zipf....geometric....... |
| 7ad40 | 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 00 00 | hypergeometric..logseries....... |
| 7ad60 | 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 6d 75 6c 74 69 6e 6f 6d | multivariate_normal.....multinom |
| 7ad80 | 69 61 6c 00 00 00 00 00 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 | ial.....multivariate_hypergeomet |
| 7ada0 | 72 69 63 00 00 00 00 00 64 69 72 69 63 68 6c 65 74 00 00 00 00 00 00 00 70 65 72 6d 75 74 65 64 | ric.....dirichlet.......permuted |
| 7adc0 | 00 00 00 00 00 00 00 00 73 68 75 66 66 6c 65 00 70 65 72 6d 75 74 61 74 69 6f 6e 00 00 00 00 00 | ........shuffle.permutation..... |
| 7ade0 | 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 0a 20 20 20 20 20 20 20 20 47 65 74 73 20 74 68 | bit_generator............Gets.th |
| 7ae00 | 65 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 69 6e 73 74 61 6e 63 65 20 75 73 65 64 20 62 79 | e.bit.generator.instance.used.by |
| 7ae20 | 20 74 68 65 20 67 65 6e 65 72 61 74 6f 72 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a | .the.generator..........Returns. |
| 7ae40 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 62 69 74 5f 67 65 6e 65 | ........-------.........bit_gene |
| 7ae60 | 72 61 74 6f 72 20 3a 20 42 69 74 47 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 | rator.:.BitGenerator............ |
| 7ae80 | 20 54 68 65 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 69 6e 73 74 61 6e 63 65 20 75 73 65 64 | .The.bit.generator.instance.used |
| 7aea0 | 20 62 79 20 74 68 65 20 67 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 | .by.the.generator............... |
| 7aec0 | 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | _bit_generator..numpy.random._ge |
| 7aee0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 5f 5f 67 65 74 61 74 74 | nerator.Generator.......__getatt |
| 7af00 | 72 5f 5f 00 63 6f 70 79 00 00 00 00 00 00 00 00 0a 20 20 20 20 47 65 6e 65 72 61 74 6f 72 28 62 | r__.copy.............Generator(b |
| 7af20 | 69 74 5f 67 65 6e 65 72 61 74 6f 72 29 0a 0a 20 20 20 20 43 6f 6e 74 61 69 6e 65 72 20 66 6f 72 | it_generator)......Container.for |
| 7af40 | 20 74 68 65 20 42 69 74 47 65 6e 65 72 61 74 6f 72 73 2e 0a 0a 20 20 20 20 60 60 47 65 6e 65 72 | .the.BitGenerators.......``Gener |
| 7af60 | 61 74 6f 72 60 60 20 65 78 70 6f 73 65 73 20 61 20 6e 75 6d 62 65 72 20 6f 66 20 6d 65 74 68 6f | ator``.exposes.a.number.of.metho |
| 7af80 | 64 73 20 66 6f 72 20 67 65 6e 65 72 61 74 69 6e 67 20 72 61 6e 64 6f 6d 0a 20 20 20 20 6e 75 6d | ds.for.generating.random.....num |
| 7afa0 | 62 65 72 73 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 76 61 72 69 65 74 79 20 6f 66 20 70 72 6f | bers.drawn.from.a.variety.of.pro |
| 7afc0 | 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2e 20 49 6e 20 61 64 64 69 74 | bability.distributions..In.addit |
| 7afe0 | 69 6f 6e 20 74 6f 0a 20 20 20 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2d 73 70 65 63 | ion.to.....the.distribution-spec |
| 7b000 | 69 66 69 63 20 61 72 67 75 6d 65 6e 74 73 2c 20 65 61 63 68 20 6d 65 74 68 6f 64 20 74 61 6b 65 | ific.arguments,.each.method.take |
| 7b020 | 73 20 61 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 0a 20 20 20 20 60 73 69 7a 65 60 20 | s.a.keyword.argument.....`size`. |
| 7b040 | 74 68 61 74 20 64 65 66 61 75 6c 74 73 20 74 6f 20 60 60 4e 6f 6e 65 60 60 2e 20 49 66 20 60 73 | that.defaults.to.``None``..If.`s |
| 7b060 | 69 7a 65 60 20 69 73 20 60 60 4e 6f 6e 65 60 60 2c 20 74 68 65 6e 20 61 20 73 69 6e 67 6c 65 0a | ize`.is.``None``,.then.a.single. |
| 7b080 | 20 20 20 20 76 61 6c 75 65 20 69 73 20 67 65 6e 65 72 61 74 65 64 20 61 6e 64 20 72 65 74 75 72 | ....value.is.generated.and.retur |
| 7b0a0 | 6e 65 64 2e 20 49 66 20 60 73 69 7a 65 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 20 74 68 | ned..If.`size`.is.an.integer,.th |
| 7b0c0 | 65 6e 20 61 20 31 2d 44 0a 20 20 20 20 61 72 72 61 79 20 66 69 6c 6c 65 64 20 77 69 74 68 20 67 | en.a.1-D.....array.filled.with.g |
| 7b0e0 | 65 6e 65 72 61 74 65 64 20 76 61 6c 75 65 73 20 69 73 20 72 65 74 75 72 6e 65 64 2e 20 49 66 20 | enerated.values.is.returned..If. |
| 7b100 | 60 73 69 7a 65 60 20 69 73 20 61 20 74 75 70 6c 65 2c 0a 20 20 20 20 74 68 65 6e 20 61 6e 20 61 | `size`.is.a.tuple,.....then.an.a |
| 7b120 | 72 72 61 79 20 77 69 74 68 20 74 68 61 74 20 73 68 61 70 65 20 69 73 20 66 69 6c 6c 65 64 20 61 | rray.with.that.shape.is.filled.a |
| 7b140 | 6e 64 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 3a | nd.returned.......The.function.: |
| 7b160 | 66 75 6e 63 3a 60 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 60 20 | func:`numpy.random.default_rng`. |
| 7b180 | 77 69 6c 6c 20 69 6e 73 74 61 6e 74 69 61 74 65 0a 20 20 20 20 61 20 60 47 65 6e 65 72 61 74 6f | will.instantiate.....a.`Generato |
| 7b1a0 | 72 60 20 77 69 74 68 20 6e 75 6d 70 79 27 73 20 64 65 66 61 75 6c 74 20 60 42 69 74 47 65 6e 65 | r`.with.numpy's.default.`BitGene |
| 7b1c0 | 72 61 74 6f 72 60 2e 0a 0a 20 20 20 20 2a 2a 4e 6f 20 43 6f 6d 70 61 74 69 62 69 6c 69 74 79 20 | rator`.......**No.Compatibility. |
| 7b1e0 | 47 75 61 72 61 6e 74 65 65 2a 2a 0a 0a 20 20 20 20 60 60 47 65 6e 65 72 61 74 6f 72 60 60 20 64 | Guarantee**......``Generator``.d |
| 7b200 | 6f 65 73 20 6e 6f 74 20 70 72 6f 76 69 64 65 20 61 20 76 65 72 73 69 6f 6e 20 63 6f 6d 70 61 74 | oes.not.provide.a.version.compat |
| 7b220 | 69 62 69 6c 69 74 79 20 67 75 61 72 61 6e 74 65 65 2e 20 49 6e 0a 20 20 20 20 70 61 72 74 69 63 | ibility.guarantee..In.....partic |
| 7b240 | 75 6c 61 72 2c 20 61 73 20 62 65 74 74 65 72 20 61 6c 67 6f 72 69 74 68 6d 73 20 65 76 6f 6c 76 | ular,.as.better.algorithms.evolv |
| 7b260 | 65 20 74 68 65 20 62 69 74 20 73 74 72 65 61 6d 20 6d 61 79 20 63 68 61 6e 67 65 2e 0a 0a 20 20 | e.the.bit.stream.may.change..... |
| 7b280 | 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Parameters.....----------..... |
| 7b2a0 | 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 20 3a 20 42 69 74 47 65 6e 65 72 61 74 6f 72 0a 20 20 20 | bit_generator.:.BitGenerator.... |
| 7b2c0 | 20 20 20 20 20 42 69 74 47 65 6e 65 72 61 74 6f 72 20 74 6f 20 75 73 65 20 61 73 20 74 68 65 20 | .....BitGenerator.to.use.as.the. |
| 7b2e0 | 63 6f 72 65 20 67 65 6e 65 72 61 74 6f 72 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d | core.generator.......Notes.....- |
| 7b300 | 2d 2d 2d 2d 0a 20 20 20 20 54 68 65 20 50 79 74 68 6f 6e 20 73 74 64 6c 69 62 20 6d 6f 64 75 6c | ----.....The.Python.stdlib.modul |
| 7b320 | 65 20 60 72 61 6e 64 6f 6d 60 20 63 6f 6e 74 61 69 6e 73 20 70 73 65 75 64 6f 2d 72 61 6e 64 6f | e.`random`.contains.pseudo-rando |
| 7b340 | 6d 20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 77 69 74 68 20 61 20 6e 75 | m.number.generator.....with.a.nu |
| 7b360 | 6d 62 65 72 20 6f 66 20 6d 65 74 68 6f 64 73 20 74 68 61 74 20 61 72 65 20 73 69 6d 69 6c 61 72 | mber.of.methods.that.are.similar |
| 7b380 | 20 74 6f 20 74 68 65 20 6f 6e 65 73 20 61 76 61 69 6c 61 62 6c 65 20 69 6e 0a 20 20 20 20 60 60 | .to.the.ones.available.in.....`` |
| 7b3a0 | 47 65 6e 65 72 61 74 6f 72 60 60 2e 20 49 74 20 75 73 65 73 20 4d 65 72 73 65 6e 6e 65 20 54 77 | Generator``..It.uses.Mersenne.Tw |
| 7b3c0 | 69 73 74 65 72 2c 20 61 6e 64 20 74 68 69 73 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 63 61 | ister,.and.this.bit.generator.ca |
| 7b3e0 | 6e 0a 20 20 20 20 62 65 20 61 63 63 65 73 73 65 64 20 75 73 69 6e 67 20 60 60 4d 54 31 39 39 33 | n.....be.accessed.using.``MT1993 |
| 7b400 | 37 60 60 2e 20 60 60 47 65 6e 65 72 61 74 6f 72 60 60 2c 20 62 65 73 69 64 65 73 20 62 65 69 6e | 7``..``Generator``,.besides.bein |
| 7b420 | 67 0a 20 20 20 20 4e 75 6d 50 79 2d 61 77 61 72 65 2c 20 68 61 73 20 74 68 65 20 61 64 76 61 6e | g.....NumPy-aware,.has.the.advan |
| 7b440 | 74 61 67 65 20 74 68 61 74 20 69 74 20 70 72 6f 76 69 64 65 73 20 61 20 6d 75 63 68 20 6c 61 72 | tage.that.it.provides.a.much.lar |
| 7b460 | 67 65 72 20 6e 75 6d 62 65 72 0a 20 20 20 20 6f 66 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 | ger.number.....of.probability.di |
| 7b480 | 73 74 72 69 62 75 74 69 6f 6e 73 20 74 6f 20 63 68 6f 6f 73 65 20 66 72 6f 6d 2e 0a 0a 20 20 20 | stributions.to.choose.from...... |
| 7b4a0 | 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 3e 3e 3e 20 66 | .Examples.....--------.....>>>.f |
| 7b4c0 | 72 6f 6d 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 20 69 6d 70 6f 72 74 20 47 65 6e 65 72 61 74 6f | rom.numpy.random.import.Generato |
| 7b4e0 | 72 2c 20 50 43 47 36 34 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 47 65 6e 65 72 61 74 6f 72 | r,.PCG64.....>>>.rng.=.Generator |
| 7b500 | 28 50 43 47 36 34 28 29 29 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e | (PCG64()).....>>>.rng.standard_n |
| 7b520 | 6f 72 6d 61 6c 28 29 0a 20 20 20 20 2d 30 2e 32 30 33 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | ormal().....-0.203..#.random.... |
| 7b540 | 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 64 65 66 61 | ..See.Also.....--------.....defa |
| 7b560 | 75 6c 74 5f 72 6e 67 20 3a 20 52 65 63 6f 6d 6d 65 6e 64 65 64 20 63 6f 6e 73 74 72 75 63 74 6f | ult_rng.:.Recommended.constructo |
| 7b580 | 72 20 66 6f 72 20 60 47 65 6e 65 72 61 74 6f 72 60 2e 0a 20 20 20 20 00 5f 5f 72 65 64 75 63 65 | r.for.`Generator`.......__reduce |
| 7b5a0 | 5f 63 79 74 68 6f 6e 5f 5f 00 00 00 00 00 00 00 5f 5f 73 65 74 73 74 61 74 65 5f 63 79 74 68 6f | _cython__.......__setstate_cytho |
| 7b5c0 | 6e 5f 5f 00 00 00 00 00 6d 65 6d 76 69 65 77 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | n__.....memview.numpy.random._ge |
| 7b5e0 | 6e 65 72 61 74 6f 72 2e 61 72 72 61 79 00 00 00 5f 5f 72 65 64 75 63 65 5f 63 79 74 68 6f 6e 5f | nerator.array...__reduce_cython_ |
| 7b600 | 5f 00 00 00 00 00 00 00 5f 5f 73 65 74 73 74 61 74 65 5f 63 79 74 68 6f 6e 5f 5f 00 00 00 00 00 | _.......__setstate_cython__..... |
| 7b620 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 45 6e 75 6d 00 00 00 00 | numpy.random._generator.Enum.... |
| 7b640 | 69 73 5f 63 5f 63 6f 6e 74 69 67 00 00 00 00 00 69 73 5f 66 5f 63 6f 6e 74 69 67 00 00 00 00 00 | is_c_contig.....is_f_contig..... |
| 7b660 | 63 6f 70 79 5f 66 6f 72 74 72 61 6e 00 00 00 00 5f 5f 72 65 64 75 63 65 5f 63 79 74 68 6f 6e 5f | copy_fortran....__reduce_cython_ |
| 7b680 | 5f 00 00 00 00 00 00 00 5f 5f 73 65 74 73 74 61 74 65 5f 63 79 74 68 6f 6e 5f 5f 00 62 61 73 65 | _.......__setstate_cython__.base |
| 7b6a0 | 00 00 00 00 73 68 61 70 65 00 00 00 00 00 00 00 73 74 72 69 64 65 73 00 73 75 62 6f 66 66 73 65 | ....shape.......strides.suboffse |
| 7b6c0 | 74 73 00 00 6e 64 69 6d 00 00 00 00 00 00 00 00 69 74 65 6d 73 69 7a 65 00 00 00 00 6e 62 79 74 | ts..ndim........itemsize....nbyt |
| 7b6e0 | 65 73 00 00 73 69 7a 65 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | es..size........numpy.random._ge |
| 7b700 | 6e 65 72 61 74 6f 72 2e 6d 65 6d 6f 72 79 76 69 65 77 00 00 00 00 00 00 5f 5f 72 65 64 75 63 65 | nerator.memoryview......__reduce |
| 7b720 | 5f 63 79 74 68 6f 6e 5f 5f 00 00 00 00 00 00 00 5f 5f 73 65 74 73 74 61 74 65 5f 63 79 74 68 6f | _cython__.......__setstate_cytho |
| 7b740 | 6e 5f 5f 00 62 61 73 65 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | n__.base........numpy.random._ge |
| 7b760 | 6e 65 72 61 74 6f 72 2e 5f 6d 65 6d 6f 72 79 76 69 65 77 73 6c 69 63 65 00 00 00 00 00 00 00 00 | nerator._memoryviewslice........ |
| 7b780 | 49 6e 74 65 72 6e 61 6c 20 63 6c 61 73 73 20 66 6f 72 20 70 61 73 73 69 6e 67 20 6d 65 6d 6f 72 | Internal.class.for.passing.memor |
| 7b7a0 | 79 76 69 65 77 20 73 6c 69 63 65 73 20 74 6f 20 50 79 74 68 6f 6e 00 00 5f 67 65 6e 65 72 61 74 | yview.slices.to.Python.._generat |
| 7b7c0 | 6f 72 00 00 00 00 00 00 f0 c7 01 80 01 00 00 00 90 f8 01 80 01 00 00 00 b0 53 01 80 01 00 00 00 | or.......................S...... |
| 7b7e0 | 0a 20 20 20 20 20 20 20 20 62 65 74 61 28 61 2c 20 62 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a | .........beta(a,.b,.size=None).. |
| 7b800 | 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 42 65 74 61 | ........Draw.samples.from.a.Beta |
| 7b820 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 42 65 74 61 | .distribution...........The.Beta |
| 7b840 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 | .distribution.is.a.special.case. |
| 7b860 | 6f 66 20 74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 | of.the.Dirichlet.distribution,.. |
| 7b880 | 20 20 20 20 20 20 20 61 6e 64 20 69 73 20 72 65 6c 61 74 65 64 20 74 6f 20 74 68 65 20 47 61 6d | .......and.is.related.to.the.Gam |
| 7b8a0 | 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 49 74 20 68 61 73 20 74 68 65 20 70 72 6f | ma.distribution...It.has.the.pro |
| 7b8c0 | 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 66 75 | bability.........distribution.fu |
| 7b8e0 | 6e 63 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66 28 78 3b 20 61 | nction.............math::.f(x;.a |
| 7b900 | 2c 62 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 42 28 5c 61 6c 70 68 61 2c 20 5c 62 65 74 61 29 7d | ,b).=.\frac{1}{B(\alpha,.\beta)} |
| 7b920 | 20 78 5e 7b 5c 61 6c 70 68 61 20 2d 20 31 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | .x^{\alpha.-.1}................. |
| 7b940 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ................................ |
| 7b960 | 20 20 20 20 20 20 20 20 20 28 31 20 2d 20 78 29 5e 7b 5c 62 65 74 61 20 2d 20 31 7d 2c 0a 0a 20 | .........(1.-.x)^{\beta.-.1},... |
| 7b980 | 20 20 20 20 20 20 20 77 68 65 72 65 20 74 68 65 20 6e 6f 72 6d 61 6c 69 7a 61 74 69 6f 6e 2c 20 | .......where.the.normalization,. |
| 7b9a0 | 42 2c 20 69 73 20 74 68 65 20 62 65 74 61 20 66 75 6e 63 74 69 6f 6e 2c 0a 0a 20 20 20 20 20 20 | B,.is.the.beta.function,........ |
| 7b9c0 | 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 42 28 5c 61 6c 70 68 61 2c 20 5c 62 65 74 61 29 20 3d 20 5c | .....math::.B(\alpha,.\beta).=.\ |
| 7b9e0 | 69 6e 74 5f 30 5e 31 20 74 5e 7b 5c 61 6c 70 68 61 20 2d 20 31 7d 0a 20 20 20 20 20 20 20 20 20 | int_0^1.t^{\alpha.-.1}.......... |
| 7ba00 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 31 20 2d | ............................(1.- |
| 7ba20 | 20 74 29 5e 7b 5c 62 65 74 61 20 2d 20 31 7d 20 64 74 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 20 | .t)^{\beta.-.1}.dt...........It. |
| 7ba40 | 69 73 20 6f 66 74 65 6e 20 73 65 65 6e 20 69 6e 20 42 61 79 65 73 69 61 6e 20 69 6e 66 65 72 65 | is.often.seen.in.Bayesian.infere |
| 7ba60 | 6e 63 65 20 61 6e 64 20 6f 72 64 65 72 20 73 74 61 74 69 73 74 69 63 73 2e 0a 0a 20 20 20 20 20 | nce.and.order.statistics........ |
| 7ba80 | 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d | ...Parameters.........---------- |
| 7baa0 | 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 | .........a.:.float.or.array_like |
| 7bac0 | 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 6c 70 68 61 2c 20 70 6f | .of.floats.............Alpha,.po |
| 7bae0 | 73 69 74 69 76 65 20 28 3e 30 29 2e 0a 20 20 20 20 20 20 20 20 62 20 3a 20 66 6c 6f 61 74 20 6f | sitive.(>0)..........b.:.float.o |
| 7bb00 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 7bb20 | 20 20 20 42 65 74 61 2c 20 70 6f 73 69 74 69 76 65 20 28 3e 30 29 2e 0a 20 20 20 20 20 20 20 20 | ...Beta,.positive.(>0).......... |
| 7bb40 | 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 | size.:.int.or.tuple.of.ints,.opt |
| 7bb60 | 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 | ional.............Output.shape.. |
| 7bb80 | 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 | .If.the.given.shape.is,.e.g.,.`` |
| 7bba0 | 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 | (m,.n,.k)``,.then.............`` |
| 7bbc0 | 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 | m.*.n.*.k``.samples.are.drawn... |
| 7bbe0 | 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 | If.size.is.``None``.(default),.. |
| 7bc00 | 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 | ...........a.single.value.is.ret |
| 7bc20 | 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 61 6e 64 20 60 60 62 60 60 20 61 72 65 20 62 6f 74 | urned.if.``a``.and.``b``.are.bot |
| 7bc40 | 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 | h.scalars..............Otherwise |
| 7bc60 | 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 61 2c 20 62 29 2e 73 69 7a 65 60 60 20 73 61 | ,.``np.broadcast(a,.b).size``.sa |
| 7bc80 | 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e | mples.are.drawn...........Return |
| 7bca0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 | s.........-------.........out.:. |
| 7bcc0 | 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 | ndarray.or.scalar.............Dr |
| 7bce0 | 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a | awn.samples.from.the.parameteriz |
| 7bd00 | 65 64 20 62 65 74 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 00 | ed.beta.distribution............ |
| 7bd20 | 40 14 02 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 30 5c 01 80 01 00 00 00 | @.......................0\...... |
| 7bd40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 7bd60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69 | .........................logseri |
| 7bd80 | 65 73 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 | es(p,.size=None)..........Draw.s |
| 7bda0 | 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f 67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 | amples.from.a.logarithmic.series |
| 7bdc0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 | .distribution...........Samples. |
| 7bde0 | 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 | are.drawn.from.a.log.series.dist |
| 7be00 | 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 | ribution.with.specified......... |
| 7be20 | 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c 20 30 20 3c 20 60 60 70 60 60 20 3c 20 31 2e 0a | shape.parameter,.0.<.``p``.<.1.. |
| 7be40 | 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | .........Parameters.........---- |
| 7be60 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | ------.........p.:.float.or.arra |
| 7be80 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 68 61 | y_like.of.floats.............Sha |
| 7bea0 | 70 65 20 70 61 72 61 6d 65 74 65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f | pe.parameter.for.the.distributio |
| 7bec0 | 6e 2e 20 20 4d 75 73 74 20 62 65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 28 30 2c 20 31 29 2e | n...Must.be.in.the.range.(0,.1). |
| 7bee0 | 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 | .........size.:.int.or.tuple.of. |
| 7bf00 | 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 | ints,.optional.............Outpu |
| 7bf20 | 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c | t.shape...If.the.given.shape.is, |
| 7bf40 | 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 | .e.g.,.``(m,.n,.k)``,.then...... |
| 7bf60 | 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 | .......``m.*.n.*.k``.samples.are |
| 7bf80 | 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 | .drawn...If.size.is.``None``.(de |
| 7bfa0 | 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c | fault),.............a.single.val |
| 7bfc0 | 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 20 61 20 73 63 61 | ue.is.returned.if.``p``.is.a.sca |
| 7bfe0 | 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e | lar...Otherwise,.............``n |
| 7c000 | 70 2e 61 72 72 61 79 28 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | p.array(p).size``.samples.are.dr |
| 7c020 | 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | awn...........Returns.........-- |
| 7c040 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 | -----.........out.:.ndarray.or.s |
| 7c060 | 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 | calar.............Drawn.samples. |
| 7c080 | 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 61 72 69 74 68 6d | from.the.parameterized.logarithm |
| 7c0a0 | 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | ic.series.distribution.......... |
| 7c0c0 | 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .See.Also.........--------...... |
| 7c0e0 | 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72 6f 62 61 62 69 6c | ...scipy.stats.logser.:.probabil |
| 7c100 | 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 | ity.density.function,.distributi |
| 7c120 | 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e | on.or.............cumulative.den |
| 7c140 | 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 | sity.function,.etc...........Not |
| 7c160 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f | es.........-----.........The.pro |
| 7c180 | 62 61 62 69 6c 69 74 79 20 6d 61 73 73 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 4c | bability.mass.function.for.the.L |
| 7c1a0 | 6f 67 20 53 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 | og.Series.distribution.is....... |
| 7c1c0 | 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63 7b 2d 70 5e 6b 7d 7b | ......math::.P(k).=.\frac{-p^k}{ |
| 7c1e0 | 6b 20 5c 6c 6e 28 31 2d 70 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 70 20 3d 20 | k.\ln(1-p)},..........where.p.=. |
| 7c200 | 70 72 6f 62 61 62 69 6c 69 74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 67 20 73 65 | probability...........The.log.se |
| 7c220 | 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71 75 65 6e 74 6c 79 20 | ries.distribution.is.frequently. |
| 7c240 | 75 73 65 64 20 74 6f 20 72 65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73 0a 20 20 20 20 20 20 | used.to.represent.species....... |
| 7c260 | 20 20 72 69 63 68 6e 65 73 73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65 2c 20 66 69 72 73 74 | ..richness.and.occurrence,.first |
| 7c280 | 20 70 72 6f 70 6f 73 65 64 20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62 65 74 2c 20 61 6e 64 | .proposed.by.Fisher,.Corbet,.and |
| 7c2a0 | 0a 20 20 20 20 20 20 20 20 57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33 20 5b 32 5d 2e 20 20 | .........Williams.in.1943.[2]... |
| 7c2c0 | 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 | It.may.also.be.used.to.model.the |
| 7c2e0 | 20 6e 75 6d 62 65 72 73 20 6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70 61 6e 74 73 20 73 65 | .numbers.of.........occupants.se |
| 7c300 | 65 6e 20 69 6e 20 63 61 72 73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e | en.in.cars.[3]...........Referen |
| 7c320 | 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e | ces.........----------.......... |
| 7c340 | 2e 20 5b 31 5d 20 42 75 7a 61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43 75 6c 76 65 72 2c 20 | ..[1].Buzas,.Martin.A.;.Culver,. |
| 7c360 | 53 74 65 70 68 65 6e 20 4a 2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e 67 20 72 65 67 69 6f | Stephen.J.,..Understanding.regio |
| 7c380 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65 73 20 64 69 76 65 72 | nal................species.diver |
| 7c3a0 | 73 69 74 79 20 74 68 72 6f 75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 | sity.through.the.log.series.dist |
| 7c3c0 | 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 6f 63 63 75 72 | ribution.of................occur |
| 7c3e0 | 72 65 6e 63 65 73 3a 20 42 49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45 41 52 43 48 20 44 69 | rences:.BIODIVERSITY.RESEARCH.Di |
| 7c400 | 76 65 72 73 69 74 79 20 26 20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a 20 20 20 20 20 20 20 | versity.&.Distributions,........ |
| 7c420 | 20 20 20 20 20 20 20 20 56 6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20 35 2c 20 53 65 70 74 | ........Volume.5,.Number.5,.Sept |
| 7c440 | 65 6d 62 65 72 20 31 39 39 39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28 39 29 2e 0a 20 20 20 | ember.1999.,.pp..187-195(9)..... |
| 7c460 | 20 20 20 20 20 2e 2e 20 5b 32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c 20 41 2e 53 2e 20 43 | ........[2].Fisher,.R.A,,.A.S..C |
| 7c480 | 6f 72 62 65 74 2c 20 61 6e 64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e 20 31 39 34 33 2e 20 | orbet,.and.C.B..Williams..1943.. |
| 7c4a0 | 54 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69 6f 6e 20 62 65 74 77 | The................relation.betw |
| 7c4c0 | 65 65 6e 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 70 65 63 69 65 73 20 61 6e 64 20 74 68 | een.the.number.of.species.and.th |
| 7c4e0 | 65 20 6e 75 6d 62 65 72 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 69 6e 64 69 76 | e.number.of................indiv |
| 7c500 | 69 64 75 61 6c 73 20 69 6e 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 6f 66 20 61 6e 20 | iduals.in.a.random.sample.of.an. |
| 7c520 | 61 6e 69 6d 61 6c 20 70 6f 70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | animal.population............... |
| 7c540 | 20 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f 67 79 2c 20 31 32 3a | ..Journal.of.Animal.Ecology,.12: |
| 7c560 | 34 32 2d 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20 4a 2e 20 48 61 6e 64 | 42-58.............[3].D..J..Hand |
| 7c580 | 2c 20 46 2e 20 44 61 6c 79 2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73 74 72 6f 77 73 6b 69 | ,.F..Daly,.D..Lunn,.E..Ostrowski |
| 7c5a0 | 2c 20 41 20 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20 20 20 20 20 20 20 20 | ,.A.Handbook.of.Small........... |
| 7c5c0 | 20 20 20 20 20 44 61 74 61 20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73 2c 20 31 39 39 34 2e | .....Data.Sets,.CRC.Press,.1994. |
| 7c5e0 | 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4c 6f 67 61 | ............[4].Wikipedia,."Loga |
| 7c600 | 72 69 74 68 6d 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 | rithmic.distribution",.......... |
| 7c620 | 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 | ......https://en.wikipedia.org/w |
| 7c640 | 69 6b 69 2f 4c 6f 67 61 72 69 74 68 6d 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 | iki/Logarithmic_distribution.... |
| 7c660 | 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a | ......Examples.........--------. |
| 7c680 | 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 | ........Draw.samples.from.the.di |
| 7c6a0 | 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20 2e 36 0a | stribution:..........>>>.a.=..6. |
| 7c6c0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c | ........>>>.s.=.np.random.defaul |
| 7c6e0 | 74 5f 72 6e 67 28 29 2e 6c 6f 67 73 65 72 69 65 73 28 61 2c 20 31 30 30 30 30 29 0a 20 20 20 20 | t_rng().logseries(a,.10000)..... |
| 7c700 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 | ....>>>.import.matplotlib.pyplot |
| 7c720 | 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c | .as.plt.........>>>.count,.bins, |
| 7c740 | 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 29 0a 0a 20 20 20 20 20 20 20 20 | .ignored.=.plt.hist(s).......... |
| 7c760 | 23 20 20 20 70 6c 6f 74 20 61 67 61 69 6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 | #...plot.against.distribution... |
| 7c780 | 20 20 20 20 20 20 20 3e 3e 3e 20 64 65 66 20 6c 6f 67 73 65 72 69 65 73 28 6b 2c 20 70 29 3a 0a | .......>>>.def.logseries(k,.p):. |
| 7c7a0 | 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20 2d 70 2a 2a 6b 2f 28 6b 2a | ................return.-p**k/(k* |
| 7c7c0 | 6e 70 2e 6c 6f 67 28 31 2d 70 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f | np.log(1-p)).........>>>.plt.plo |
| 7c7e0 | 74 28 62 69 6e 73 2c 20 6c 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c 20 61 29 20 2a 20 63 6f 75 | t(bins,.logseries(bins,.a).*.cou |
| 7c800 | 6e 74 2e 6d 61 78 28 29 2f 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c | nt.max()/......................l |
| 7c820 | 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c 20 61 29 2e 6d 61 78 28 29 2c 20 27 72 27 29 0a 20 20 | ogseries(bins,.a).max(),.'r')... |
| 7c840 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 | ......>>>.plt.show()............ |
| 7c860 | 0a 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 72 65 | .........choice(a,.size=None,.re |
| 7c880 | 70 6c 61 63 65 3d 54 72 75 65 2c 20 70 3d 4e 6f 6e 65 2c 20 61 78 69 73 3d 30 2c 20 73 68 75 66 | place=True,.p=None,.axis=0,.shuf |
| 7c8a0 | 66 6c 65 3d 54 72 75 65 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 73 20 61 20 72 | fle=True)..........Generates.a.r |
| 7c8c0 | 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 61 20 67 69 76 65 6e 20 61 72 72 61 79 0a | andom.sample.from.a.given.array. |
| 7c8e0 | 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | .........Parameters.........---- |
| 7c900 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 7b 61 72 72 61 79 5f 6c 69 6b 65 2c 20 | ------.........a.:.{array_like,. |
| 7c920 | 69 6e 74 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 20 6e 64 61 72 72 61 79 2c 20 | int}.............If.an.ndarray,. |
| 7c940 | 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 69 73 20 67 65 6e 65 72 61 74 65 64 20 66 72 6f | a.random.sample.is.generated.fro |
| 7c960 | 6d 20 69 74 73 20 65 6c 65 6d 65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 | m.its.elements..............If.a |
| 7c980 | 6e 20 69 6e 74 2c 20 74 68 65 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 69 73 20 67 65 6e 65 | n.int,.the.random.sample.is.gene |
| 7c9a0 | 72 61 74 65 64 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 61 29 2e 0a 20 20 20 20 20 20 20 | rated.from.np.arange(a)......... |
| 7c9c0 | 20 73 69 7a 65 20 3a 20 7b 69 6e 74 2c 20 74 75 70 6c 65 5b 69 6e 74 5d 7d 2c 20 6f 70 74 69 6f | .size.:.{int,.tuple[int]},.optio |
| 7c9e0 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 | nal.............Output.shape...I |
| 7ca00 | 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d | f.the.given.shape.is,.e.g.,.``(m |
| 7ca20 | 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 | ,.n,.k)``,.then.............``m. |
| 7ca40 | 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d | *.n.*.k``.samples.are.drawn.from |
| 7ca60 | 20 74 68 65 20 31 2d 64 20 60 61 60 2e 20 49 66 20 60 61 60 20 68 61 73 20 6d 6f 72 65 0a 20 20 | .the.1-d.`a`..If.`a`.has.more... |
| 7ca80 | 20 20 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f 6e 65 20 64 69 6d 65 6e 73 69 6f 6e 2c 20 74 68 | ..........than.one.dimension,.th |
| 7caa0 | 65 20 60 73 69 7a 65 60 20 73 68 61 70 65 20 77 69 6c 6c 20 62 65 20 69 6e 73 65 72 74 65 64 20 | e.`size`.shape.will.be.inserted. |
| 7cac0 | 69 6e 74 6f 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 61 78 69 73 60 20 64 69 6d 65 | into.the.............`axis`.dime |
| 7cae0 | 6e 73 69 6f 6e 2c 20 73 6f 20 74 68 65 20 6f 75 74 70 75 74 20 60 60 6e 64 69 6d 60 60 20 77 69 | nsion,.so.the.output.``ndim``.wi |
| 7cb00 | 6c 6c 20 62 65 20 60 60 61 2e 6e 64 69 6d 20 2d 20 31 20 2b 0a 20 20 20 20 20 20 20 20 20 20 20 | ll.be.``a.ndim.-.1.+............ |
| 7cb20 | 20 6c 65 6e 28 73 69 7a 65 29 60 60 2e 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 | .len(size)``..Default.is.None,.i |
| 7cb40 | 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 0a 20 | n.which.case.a.single.value.is.. |
| 7cb60 | 20 20 20 20 20 20 20 20 20 20 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 72 65 70 | ...........returned..........rep |
| 7cb80 | 6c 61 63 65 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | lace.:.bool,.optional........... |
| 7cba0 | 20 20 57 68 65 74 68 65 72 20 74 68 65 20 73 61 6d 70 6c 65 20 69 73 20 77 69 74 68 20 6f 72 20 | ..Whether.the.sample.is.with.or. |
| 7cbc0 | 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 2e 20 44 65 66 61 75 6c 74 20 69 73 20 | without.replacement..Default.is. |
| 7cbe0 | 54 72 75 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 61 6e 69 6e 67 20 74 68 61 74 20 61 | True,.............meaning.that.a |
| 7cc00 | 20 76 61 6c 75 65 20 6f 66 20 60 60 61 60 60 20 63 61 6e 20 62 65 20 73 65 6c 65 63 74 65 64 20 | .value.of.``a``.can.be.selected. |
| 7cc20 | 6d 75 6c 74 69 70 6c 65 20 74 69 6d 65 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 31 2d 44 20 | multiple.times..........p.:.1-D. |
| 7cc40 | 61 72 72 61 79 5f 6c 69 6b 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | array_like,.optional............ |
| 7cc60 | 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 61 73 73 6f 63 69 61 74 65 64 20 77 69 | .The.probabilities.associated.wi |
| 7cc80 | 74 68 20 65 61 63 68 20 65 6e 74 72 79 20 69 6e 20 61 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | th.each.entry.in.a.............. |
| 7cca0 | 49 66 20 6e 6f 74 20 67 69 76 65 6e 2c 20 74 68 65 20 73 61 6d 70 6c 65 20 61 73 73 75 6d 65 73 | If.not.given,.the.sample.assumes |
| 7ccc0 | 20 61 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 61 6c 6c | .a.uniform.distribution.over.all |
| 7cce0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 6e 74 72 69 65 73 20 69 6e 20 60 60 61 60 60 2e 0a 20 | .............entries.in.``a``... |
| 7cd00 | 20 20 20 20 20 20 20 61 78 69 73 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 | .......axis.:.int,.optional..... |
| 7cd20 | 20 20 20 20 20 20 20 20 54 68 65 20 61 78 69 73 20 61 6c 6f 6e 67 20 77 68 69 63 68 20 74 68 65 | ........The.axis.along.which.the |
| 7cd40 | 20 73 65 6c 65 63 74 69 6f 6e 20 69 73 20 70 65 72 66 6f 72 6d 65 64 2e 20 54 68 65 20 64 65 66 | .selection.is.performed..The.def |
| 7cd60 | 61 75 6c 74 2c 20 30 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 65 6c 65 63 74 73 20 62 79 20 | ault,.0,.............selects.by. |
| 7cd80 | 72 6f 77 2e 0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 | row..........shuffle.:.bool,.opt |
| 7cda0 | 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72 20 74 68 65 20 73 61 | ional.............Whether.the.sa |
| 7cdc0 | 6d 70 6c 65 20 69 73 20 73 68 75 66 66 6c 65 64 20 77 68 65 6e 20 73 61 6d 70 6c 69 6e 67 20 77 | mple.is.shuffled.when.sampling.w |
| 7cde0 | 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ithout.replacement.............. |
| 7ce00 | 44 65 66 61 75 6c 74 20 69 73 20 54 72 75 65 2c 20 46 61 6c 73 65 20 70 72 6f 76 69 64 65 73 20 | Default.is.True,.False.provides. |
| 7ce20 | 61 20 73 70 65 65 64 75 70 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | a.speedup...........Returns..... |
| 7ce40 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 73 69 | ....-------.........samples.:.si |
| 7ce60 | 6e 67 6c 65 20 69 74 65 6d 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 | ngle.item.or.ndarray............ |
| 7ce80 | 20 54 68 65 20 67 65 6e 65 72 61 74 65 64 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 0a 0a 20 | .The.generated.random.samples... |
| 7cea0 | 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 | .......Raises.........------.... |
| 7cec0 | 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 | .....ValueError.............If.a |
| 7cee0 | 20 69 73 20 61 6e 20 69 6e 74 20 61 6e 64 20 6c 65 73 73 20 74 68 61 6e 20 7a 65 72 6f 2c 20 69 | .is.an.int.and.less.than.zero,.i |
| 7cf00 | 66 20 70 20 69 73 20 6e 6f 74 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 2c 20 69 66 0a 20 20 20 | f.p.is.not.1-dimensional,.if.... |
| 7cf20 | 20 20 20 20 20 20 20 20 20 61 20 69 73 20 61 72 72 61 79 2d 6c 69 6b 65 20 77 69 74 68 20 61 20 | .........a.is.array-like.with.a. |
| 7cf40 | 73 69 7a 65 20 30 2c 20 69 66 20 70 20 69 73 20 6e 6f 74 20 61 20 76 65 63 74 6f 72 20 6f 66 0a | size.0,.if.p.is.not.a.vector.of. |
| 7cf60 | 20 20 20 20 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 2c 20 69 66 20 61 20 | ............probabilities,.if.a. |
| 7cf80 | 61 6e 64 20 70 20 68 61 76 65 20 64 69 66 66 65 72 65 6e 74 20 6c 65 6e 67 74 68 73 2c 20 6f 72 | and.p.have.different.lengths,.or |
| 7cfa0 | 20 69 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 20 61 6e | .if.............replace=False.an |
| 7cfc0 | 64 20 74 68 65 20 73 61 6d 70 6c 65 20 73 69 7a 65 20 69 73 20 67 72 65 61 74 65 72 20 74 68 61 | d.the.sample.size.is.greater.tha |
| 7cfe0 | 6e 20 74 68 65 20 70 6f 70 75 6c 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a | n.the.population.............siz |
| 7d000 | 65 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d | e...........See.Also.........--- |
| 7d020 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67 65 72 73 2c 20 73 68 75 66 66 6c 65 2c | -----.........integers,.shuffle, |
| 7d040 | 20 70 65 72 6d 75 74 61 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | .permutation..........Notes..... |
| 7d060 | 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 53 65 74 74 69 6e 67 20 75 73 65 72 2d 73 | ....-----.........Setting.user-s |
| 7d080 | 70 65 63 69 66 69 65 64 20 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 74 68 72 6f 75 67 68 20 60 | pecified.probabilities.through.` |
| 7d0a0 | 60 70 60 60 20 75 73 65 73 20 61 20 6d 6f 72 65 20 67 65 6e 65 72 61 6c 20 62 75 74 20 6c 65 73 | `p``.uses.a.more.general.but.les |
| 7d0c0 | 73 0a 20 20 20 20 20 20 20 20 65 66 66 69 63 69 65 6e 74 20 73 61 6d 70 6c 65 72 20 74 68 61 6e | s.........efficient.sampler.than |
| 7d0e0 | 20 74 68 65 20 64 65 66 61 75 6c 74 2e 20 54 68 65 20 67 65 6e 65 72 61 6c 20 73 61 6d 70 6c 65 | .the.default..The.general.sample |
| 7d100 | 72 20 70 72 6f 64 75 63 65 73 20 61 20 64 69 66 66 65 72 65 6e 74 20 73 61 6d 70 6c 65 0a 20 20 | r.produces.a.different.sample... |
| 7d120 | 20 20 20 20 20 20 74 68 61 6e 20 74 68 65 20 6f 70 74 69 6d 69 7a 65 64 20 73 61 6d 70 6c 65 72 | ......than.the.optimized.sampler |
| 7d140 | 20 65 76 65 6e 20 69 66 20 65 61 63 68 20 65 6c 65 6d 65 6e 74 20 6f 66 20 60 60 70 60 60 20 69 | .even.if.each.element.of.``p``.i |
| 7d160 | 73 20 31 20 2f 20 6c 65 6e 28 61 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a | s.1./.len(a)...........Examples. |
| 7d180 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 | ........--------.........Generat |
| 7d1a0 | 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 6e | e.a.uniform.random.sample.from.n |
| 7d1c0 | 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 20 33 3a 0a 0a 20 20 20 20 20 20 20 20 | p.arange(5).of.size.3:.......... |
| 7d1e0 | 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 | >>>.rng.=.np.random.default_rng( |
| 7d200 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 29 0a 20 | ).........>>>.rng.choice(5,.3).. |
| 7d220 | 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 30 2c 20 33 2c 20 34 5d 29 20 23 20 72 61 6e 64 6f 6d | .......array([0,.3,.4]).#.random |
| 7d240 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 54 68 69 73 20 69 73 20 65 71 75 69 76 61 6c 65 6e 74 | .........>>>.#This.is.equivalent |
| 7d260 | 20 74 6f 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 30 2c 35 2c 33 29 0a 0a 20 20 20 20 20 20 20 | .to.rng.integers(0,5,3)......... |
| 7d280 | 20 47 65 6e 65 72 61 74 65 20 61 20 6e 6f 6e 2d 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 | .Generate.a.non-uniform.random.s |
| 7d2a0 | 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 20 | ample.from.np.arange(5).of.size. |
| 7d2c0 | 33 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c | 3:..........>>>.rng.choice(5,.3, |
| 7d2e0 | 20 70 3d 5b 30 2e 31 2c 20 30 2c 20 30 2e 33 2c 20 30 2e 36 2c 20 30 5d 29 0a 20 20 20 20 20 20 | .p=[0.1,.0,.0.3,.0.6,.0])....... |
| 7d300 | 20 20 61 72 72 61 79 28 5b 33 2c 20 33 2c 20 30 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 | ..array([3,.3,.0]).#.random..... |
| 7d320 | 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 | .....Generate.a.uniform.random.s |
| 7d340 | 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 20 | ample.from.np.arange(5).of.size. |
| 7d360 | 33 20 77 69 74 68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a | 3.without.........replacement:.. |
| 7d380 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c 20 72 65 70 | ........>>>.rng.choice(5,.3,.rep |
| 7d3a0 | 6c 61 63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 33 2c 31 2c 30 | lace=False).........array([3,1,0 |
| 7d3c0 | 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 54 68 69 73 20 69 73 | ]).#.random.........>>>.#This.is |
| 7d3e0 | 20 65 71 75 69 76 61 6c 65 6e 74 20 74 6f 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 6e | .equivalent.to.rng.permutation(n |
| 7d400 | 70 2e 61 72 61 6e 67 65 28 35 29 29 5b 3a 33 5d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 | p.arange(5))[:3]..........Genera |
| 7d420 | 74 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 | te.a.uniform.random.sample.from. |
| 7d440 | 61 20 32 2d 44 20 61 72 72 61 79 20 61 6c 6f 6e 67 20 74 68 65 20 66 69 72 73 74 0a 20 20 20 20 | a.2-D.array.along.the.first..... |
| 7d460 | 20 20 20 20 61 78 69 73 20 28 74 68 65 20 64 65 66 61 75 6c 74 29 2c 20 77 69 74 68 6f 75 74 20 | ....axis.(the.default),.without. |
| 7d480 | 72 65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 | replacement:..........>>>.rng.ch |
| 7d4a0 | 6f 69 63 65 28 5b 5b 30 2c 20 31 2c 20 32 5d 2c 20 5b 33 2c 20 34 2c 20 35 5d 2c 20 5b 36 2c 20 | oice([[0,.1,.2],.[3,.4,.5],.[6,. |
| 7d4c0 | 37 2c 20 38 5d 5d 2c 20 32 2c 20 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 | 7,.8]],.2,.replace=False)....... |
| 7d4e0 | 20 20 61 72 72 61 79 28 5b 5b 33 2c 20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 | ..array([[3,.4,.5],.#.random.... |
| 7d500 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c 20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 | ............[0,.1,.2]])......... |
| 7d520 | 20 47 65 6e 65 72 61 74 65 20 61 20 6e 6f 6e 2d 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 | .Generate.a.non-uniform.random.s |
| 7d540 | 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a 65 0a | ample.from.np.arange(5).of.size. |
| 7d560 | 20 20 20 20 20 20 20 20 33 20 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a | ........3.without.replacement:.. |
| 7d580 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c 20 72 65 70 | ........>>>.rng.choice(5,.3,.rep |
| 7d5a0 | 6c 61 63 65 3d 46 61 6c 73 65 2c 20 70 3d 5b 30 2e 31 2c 20 30 2c 20 30 2e 33 2c 20 30 2e 36 2c | lace=False,.p=[0.1,.0,.0.3,.0.6, |
| 7d5c0 | 20 30 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 32 2c 20 33 2c 20 30 5d 29 20 23 20 | .0]).........array([2,.3,.0]).#. |
| 7d5e0 | 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 41 6e 79 20 6f 66 20 74 68 65 20 61 62 6f 76 65 | random..........Any.of.the.above |
| 7d600 | 20 63 61 6e 20 62 65 20 72 65 70 65 61 74 65 64 20 77 69 74 68 20 61 6e 20 61 72 62 69 74 72 61 | .can.be.repeated.with.an.arbitra |
| 7d620 | 72 79 20 61 72 72 61 79 2d 6c 69 6b 65 0a 20 20 20 20 20 20 20 20 69 6e 73 74 65 61 64 20 6f 66 | ry.array-like.........instead.of |
| 7d640 | 20 6a 75 73 74 20 69 6e 74 65 67 65 72 73 2e 20 46 6f 72 20 69 6e 73 74 61 6e 63 65 3a 0a 0a 20 | .just.integers..For.instance:... |
| 7d660 | 20 20 20 20 20 20 20 3e 3e 3e 20 61 61 5f 6d 69 6c 6e 65 5f 61 72 72 20 3d 20 5b 27 70 6f 6f 68 | .......>>>.aa_milne_arr.=.['pooh |
| 7d680 | 27 2c 20 27 72 61 62 62 69 74 27 2c 20 27 70 69 67 6c 65 74 27 2c 20 27 43 68 72 69 73 74 6f 70 | ',.'rabbit',.'piglet',.'Christop |
| 7d6a0 | 68 65 72 27 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 63 68 6f 69 63 65 28 61 61 5f | her'].........>>>.rng.choice(aa_ |
| 7d6c0 | 6d 69 6c 6e 65 5f 61 72 72 2c 20 35 2c 20 70 3d 5b 30 2e 35 2c 20 30 2e 31 2c 20 30 2e 31 2c 20 | milne_arr,.5,.p=[0.5,.0.1,.0.1,. |
| 7d6e0 | 30 2e 33 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 27 70 6f 6f 68 27 2c 20 27 70 6f | 0.3]).........array(['pooh',.'po |
| 7d700 | 6f 68 27 2c 20 27 70 6f 6f 68 27 2c 20 27 43 68 72 69 73 74 6f 70 68 65 72 27 2c 20 27 70 69 67 | oh',.'pooh',.'Christopher',.'pig |
| 7d720 | 6c 65 74 27 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 74 | let'],.#.random...............dt |
| 7d740 | 79 70 65 3d 27 3c 55 31 31 27 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 40 14 02 80 01 00 00 00 | ype='<U11').............@....... |
| 7d760 | 60 11 02 80 01 00 00 00 20 5b 01 80 01 00 00 00 0a 20 20 20 20 20 20 20 20 70 6f 77 65 72 28 61 | `........[...............power(a |
| 7d780 | 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 73 20 73 61 6d 70 | ,.size=None)..........Draws.samp |
| 7d7a0 | 6c 65 73 20 69 6e 20 5b 30 2c 20 31 5d 20 66 72 6f 6d 20 61 20 70 6f 77 65 72 20 64 69 73 74 72 | les.in.[0,.1].from.a.power.distr |
| 7d7c0 | 69 62 75 74 69 6f 6e 20 77 69 74 68 20 70 6f 73 69 74 69 76 65 0a 20 20 20 20 20 20 20 20 65 78 | ibution.with.positive.........ex |
| 7d7e0 | 70 6f 6e 65 6e 74 20 61 20 2d 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 | ponent.a.-.1...........Also.know |
| 7d800 | 6e 20 61 73 20 74 68 65 20 70 6f 77 65 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 | n.as.the.power.function.distribu |
| 7d820 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | tion...........Parameters....... |
| 7d840 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f | ..----------.........a.:.float.o |
| 7d860 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 7d880 | 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | ...Parameter.of.the.distribution |
| 7d8a0 | 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 | ..Must.be.non-negative.......... |
| 7d8c0 | 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 | size.:.int.or.tuple.of.ints,.opt |
| 7d8e0 | 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 | ional.............Output.shape.. |
| 7d900 | 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 | .If.the.given.shape.is,.e.g.,.`` |
| 7d920 | 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 | (m,.n,.k)``,.then.............`` |
| 7d940 | 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 | m.*.n.*.k``.samples.are.drawn... |
| 7d960 | 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 | If.size.is.``None``.(default),.. |
| 7d980 | 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 | ...........a.single.value.is.ret |
| 7d9a0 | 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 | urned.if.``a``.is.a.scalar...Oth |
| 7d9c0 | 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 61 | erwise,.............``np.array(a |
| 7d9e0 | 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 | ).size``.samples.are.drawn...... |
| 7da00 | 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | .....Returns.........-------.... |
| 7da20 | 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 | .....out.:.ndarray.or.scalar.... |
| 7da40 | 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | .........Drawn.samples.from.the. |
| 7da60 | 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 70 6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e | parameterized.power.distribution |
| 7da80 | 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | ...........Raises.........------ |
| 7daa0 | 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .........ValueError............. |
| 7dac0 | 49 66 20 61 20 3c 3d 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 | If.a.<=.0...........Notes....... |
| 7dae0 | 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | ..-----.........The.probability. |
| 7db00 | 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 | density.function.is............. |
| 7db20 | 6d 61 74 68 3a 3a 20 50 28 78 3b 20 61 29 20 3d 20 61 78 5e 7b 61 2d 31 7d 2c 20 30 20 5c 6c 65 | math::.P(x;.a).=.ax^{a-1},.0.\le |
| 7db40 | 20 78 20 5c 6c 65 20 31 2c 20 61 3e 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 6f 77 65 | .x.\le.1,.a>0...........The.powe |
| 7db60 | 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6a 75 73 74 20 | r.function.distribution.is.just. |
| 7db80 | 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f 0a 20 20 20 20 20 20 | the.inverse.of.the.Pareto....... |
| 7dba0 | 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 73 | ..distribution..It.may.also.be.s |
| 7dbc0 | 65 65 6e 20 61 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 42 65 74 | een.as.a.special.case.of.the.Bet |
| 7dbe0 | 61 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | a.........distribution.......... |
| 7dc00 | 20 49 74 20 69 73 20 75 73 65 64 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20 69 6e 20 6d 6f 64 | .It.is.used,.for.example,.in.mod |
| 7dc20 | 65 6c 69 6e 67 20 74 68 65 20 6f 76 65 72 2d 72 65 70 6f 72 74 69 6e 67 20 6f 66 20 69 6e 73 75 | eling.the.over-reporting.of.insu |
| 7dc40 | 72 61 6e 63 65 0a 20 20 20 20 20 20 20 20 63 6c 61 69 6d 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 | rance.........claims...........R |
| 7dc60 | 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | eferences.........----------.... |
| 7dc80 | 20 20 20 20 20 2e 2e 20 5b 31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65 69 62 65 72 2c 20 53 | ........[1].Christian.Kleiber,.S |
| 7dca0 | 61 6d 75 65 6c 20 4b 6f 74 7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 73 69 7a 65 20 64 69 | amuel.Kotz,."Statistical.size.di |
| 7dcc0 | 73 74 72 69 62 75 74 69 6f 6e 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 69 6e 20 65 63 | stributions................in.ec |
| 7dce0 | 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 61 63 74 75 61 72 69 61 6c 20 73 63 69 65 6e 63 65 73 22 2c | onomics.and.actuarial.sciences", |
| 7dd00 | 20 57 69 6c 65 79 2c 20 32 30 30 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 48 65 63 | .Wiley,.2003.............[2].Hec |
| 7dd20 | 6b 65 72 74 2c 20 4e 2e 20 41 2e 20 61 6e 64 20 46 69 6c 6c 69 62 65 6e 2c 20 4a 61 6d 65 73 20 | kert,.N..A..and.Filliben,.James. |
| 7dd40 | 4a 2e 20 22 4e 49 53 54 20 48 61 6e 64 62 6f 6f 6b 20 31 34 38 3a 0a 20 20 20 20 20 20 20 20 20 | J.."NIST.Handbook.148:.......... |
| 7dd60 | 20 20 20 20 20 20 44 61 74 61 70 6c 6f 74 20 52 65 66 65 72 65 6e 63 65 20 4d 61 6e 75 61 6c 2c | ......Dataplot.Reference.Manual, |
| 7dd80 | 20 56 6f 6c 75 6d 65 20 32 3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64 73 20 61 6e 64 20 4c | .Volume.2:.Let.Subcommands.and.L |
| 7dda0 | 69 62 72 61 72 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 75 6e 63 74 69 6f 6e 73 22 | ibrary................Functions" |
| 7ddc0 | 2c 20 4e 61 74 69 6f 6e 61 6c 20 49 6e 73 74 69 74 75 74 65 20 6f 66 20 53 74 61 6e 64 61 72 64 | ,.National.Institute.of.Standard |
| 7dde0 | 73 20 61 6e 64 20 54 65 63 68 6e 6f 6c 6f 67 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | s.and.Technology................ |
| 7de00 | 48 61 6e 64 62 6f 6f 6b 20 53 65 72 69 65 73 2c 20 4a 75 6e 65 20 32 30 30 33 2e 0a 20 20 20 20 | Handbook.Series,.June.2003...... |
| 7de20 | 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e | ...........https://www.itl.nist. |
| 7de40 | 67 6f 76 2f 64 69 76 38 39 38 2f 73 6f 66 74 77 61 72 65 2f 64 61 74 61 70 6c 6f 74 2f 72 65 66 | gov/div898/software/dataplot/ref |
| 7de60 | 6d 61 6e 32 2f 61 75 78 69 6c 6c 61 72 2f 70 6f 77 70 64 66 2e 70 64 66 0a 0a 20 20 20 20 20 20 | man2/auxillar/powpdf.pdf........ |
| 7de80 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 7dea0 | 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 | ....Draw.samples.from.the.distri |
| 7dec0 | 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 | bution:..........>>>.rng.=.np.ra |
| 7dee0 | 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 | ndom.default_rng().........>>>.a |
| 7df00 | 20 3d 20 35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 61 6d 70 6c 65 | .=.5..#.shape.........>>>.sample |
| 7df20 | 73 20 3d 20 31 30 30 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 70 6f 77 | s.=.1000.........>>>.s.=.rng.pow |
| 7df40 | 65 72 28 61 2c 20 73 61 6d 70 6c 65 73 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 | er(a,.samples)..........Display. |
| 7df60 | 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c | the.histogram.of.the.samples,.al |
| 7df80 | 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 | ong.with.........the.probability |
| 7dfa0 | 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .density.function:..........>>>. |
| 7dfc0 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 7dfe0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 | ........>>>.count,.bins,.ignored |
| 7e000 | 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 62 69 6e 73 3d 33 30 29 0a 20 20 20 20 20 20 20 20 | .=.plt.hist(s,.bins=30)......... |
| 7e020 | 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 30 2c 20 31 2c 20 31 30 30 29 0a 20 | >>>.x.=.np.linspace(0,.1,.100).. |
| 7e040 | 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 61 2a 78 2a 2a 28 61 2d 31 2e 29 0a 20 20 20 20 20 | .......>>>.y.=.a*x**(a-1.)...... |
| 7e060 | 20 20 20 3e 3e 3e 20 6e 6f 72 6d 65 64 5f 79 20 3d 20 73 61 6d 70 6c 65 73 2a 6e 70 2e 64 69 66 | ...>>>.normed_y.=.samples*np.dif |
| 7e080 | 66 28 62 69 6e 73 29 5b 30 5d 2a 79 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f | f(bins)[0]*y.........>>>.plt.plo |
| 7e0a0 | 74 28 78 2c 20 6e 6f 72 6d 65 64 5f 79 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 | t(x,.normed_y).........>>>.plt.s |
| 7e0c0 | 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 43 6f 6d 70 61 72 65 20 74 68 65 20 70 6f 77 65 72 | how()..........Compare.the.power |
| 7e0e0 | 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 6f 20 74 68 65 20 69 6e | .function.distribution.to.the.in |
| 7e100 | 76 65 72 73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e | verse.of.the.Pareto...........>> |
| 7e120 | 3e 20 66 72 6f 6d 20 73 63 69 70 79 20 69 6d 70 6f 72 74 20 73 74 61 74 73 20 20 23 20 64 6f 63 | >.from.scipy.import.stats..#.doc |
| 7e140 | 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 20 3d 20 72 6e | test:.+SKIP.........>>>.rvs.=.rn |
| 7e160 | 67 2e 70 6f 77 65 72 28 35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | g.power(5,.1000000).........>>>. |
| 7e180 | 72 76 73 70 20 3d 20 72 6e 67 2e 70 61 72 65 74 6f 28 35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 | rvsp.=.rng.pareto(5,.1000000)... |
| 7e1a0 | 20 20 20 20 20 20 3e 3e 3e 20 78 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 30 2c 31 2c 31 | ......>>>.xx.=.np.linspace(0,1,1 |
| 7e1c0 | 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6f 77 70 64 66 20 3d 20 73 74 61 74 73 2e 70 | 00).........>>>.powpdf.=.stats.p |
| 7e1e0 | 6f 77 65 72 6c 61 77 2e 70 64 66 28 78 78 2c 35 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 | owerlaw.pdf(xx,5)..#.doctest:.+S |
| 7e200 | 4b 49 50 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 | KIP..........>>>.plt.figure()... |
| 7e220 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 72 76 73 2c 20 62 69 6e 73 3d 35 30 2c | ......>>>.plt.hist(rvs,.bins=50, |
| 7e240 | 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 | .density=True).........>>>.plt.p |
| 7e260 | 6c 6f 74 28 78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 | lot(xx,powpdf,'r-')..#.doctest:. |
| 7e280 | 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 27 70 6f 77 | +SKIP.........>>>.plt.title('pow |
| 7e2a0 | 65 72 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 | er(5)')..........>>>.plt.figure( |
| 7e2c0 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 31 2e 2f 28 31 2e 2b 72 76 | ).........>>>.plt.hist(1./(1.+rv |
| 7e2e0 | 73 70 29 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 | sp),.bins=50,.density=True)..... |
| 7e300 | 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27 29 | ....>>>.plt.plot(xx,powpdf,'r-') |
| 7e320 | 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 | ..#.doctest:.+SKIP.........>>>.p |
| 7e340 | 6c 74 2e 74 69 74 6c 65 28 27 69 6e 76 65 72 73 65 20 6f 66 20 31 20 2b 20 47 65 6e 65 72 61 74 | lt.title('inverse.of.1.+.Generat |
| 7e360 | 6f 72 2e 70 61 72 65 74 6f 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e | or.pareto(5)')..........>>>.plt. |
| 7e380 | 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 31 2e | figure().........>>>.plt.hist(1. |
| 7e3a0 | 2f 28 31 2e 2b 72 76 73 70 29 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 | /(1.+rvsp),.bins=50,.density=Tru |
| 7e3c0 | 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 78 2c 70 6f 77 70 64 | e).........>>>.plt.plot(xx,powpd |
| 7e3e0 | 66 2c 27 72 2d 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 | f,'r-')..#.doctest:.+SKIP....... |
| 7e400 | 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 27 69 6e 76 65 72 73 65 20 6f 66 20 73 74 61 74 | ..>>>.plt.title('inverse.of.stat |
| 7e420 | 73 2e 70 61 72 65 74 6f 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 | s.pareto(5)')................... |
| 7e440 | 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 28 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 | .........random(size=None,.dtype |
| 7e460 | 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6f 75 74 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 | =np.float64,.out=None).......... |
| 7e480 | 52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 66 6c 6f 61 74 73 20 69 6e 20 74 68 65 20 68 61 6c 66 | Return.random.floats.in.the.half |
| 7e4a0 | 2d 6f 70 65 6e 20 69 6e 74 65 72 76 61 6c 20 5b 30 2e 30 2c 20 31 2e 30 29 2e 0a 0a 20 20 20 20 | -open.interval.[0.0,.1.0)....... |
| 7e4c0 | 20 20 20 20 52 65 73 75 6c 74 73 20 61 72 65 20 66 72 6f 6d 20 74 68 65 20 22 63 6f 6e 74 69 6e | ....Results.are.from.the."contin |
| 7e4e0 | 75 6f 75 73 20 75 6e 69 66 6f 72 6d 22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 | uous.uniform".distribution.over. |
| 7e500 | 74 68 65 0a 20 20 20 20 20 20 20 20 73 74 61 74 65 64 20 69 6e 74 65 72 76 61 6c 2e 20 20 54 6f | the.........stated.interval...To |
| 7e520 | 20 73 61 6d 70 6c 65 20 3a 6d 61 74 68 3a 60 55 6e 69 66 5b 61 2c 20 62 29 2c 20 62 20 3e 20 61 | .sample.:math:`Unif[a,.b),.b.>.a |
| 7e540 | 60 20 6d 75 6c 74 69 70 6c 79 0a 20 20 20 20 20 20 20 20 74 68 65 20 6f 75 74 70 75 74 20 6f 66 | `.multiply.........the.output.of |
| 7e560 | 20 60 72 61 6e 64 6f 6d 60 20 62 79 20 60 28 62 2d 61 29 60 20 61 6e 64 20 61 64 64 20 60 61 60 | .`random`.by.`(b-a)`.and.add.`a` |
| 7e580 | 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 28 62 20 2d 20 61 29 20 2a 20 72 61 6e 64 6f 6d 28 29 | ::............(b.-.a).*.random() |
| 7e5a0 | 20 2b 20 61 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 | .+.a..........Parameters........ |
| 7e5c0 | 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f | .----------.........size.:.int.o |
| 7e5e0 | 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 | r.tuple.of.ints,.optional....... |
| 7e600 | 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 | ......Output.shape...If.the.give |
| 7e620 | 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c | n.shape.is,.e.g.,.``(m,.n,.k)``, |
| 7e640 | 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 | .then.............``m.*.n.*.k``. |
| 7e660 | 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e | samples.are.drawn...Default.is.N |
| 7e680 | 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 | one,.in.which.case.a............ |
| 7e6a0 | 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 | .single.value.is.returned....... |
| 7e6c0 | 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 | ...dtype.:.dtype,.optional...... |
| 7e6e0 | 20 20 20 20 20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 73 75 | .......Desired.dtype.of.the.resu |
| 7e700 | 6c 74 2c 20 6f 6e 6c 79 20 60 66 6c 6f 61 74 36 34 60 20 61 6e 64 20 60 66 6c 6f 61 74 33 32 60 | lt,.only.`float64`.and.`float32` |
| 7e720 | 20 61 72 65 20 73 75 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 42 79 74 65 | .are.supported..............Byte |
| 7e740 | 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 20 54 68 65 20 64 65 66 61 75 6c | order.must.be.native..The.defaul |
| 7e760 | 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e 66 6c 6f 61 74 36 34 2e 0a 20 20 20 20 20 20 20 20 6f | t.value.is.np.float64..........o |
| 7e780 | 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | ut.:.ndarray,.optional.......... |
| 7e7a0 | 20 20 20 41 6c 74 65 72 6e 61 74 69 76 65 20 6f 75 74 70 75 74 20 61 72 72 61 79 20 69 6e 20 77 | ...Alternative.output.array.in.w |
| 7e7c0 | 68 69 63 68 20 74 6f 20 70 6c 61 63 65 20 74 68 65 20 72 65 73 75 6c 74 2e 20 49 66 20 73 69 7a | hich.to.place.the.result..If.siz |
| 7e7e0 | 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 74 20 6d 75 | e.is.not.None,.............it.mu |
| 7e800 | 73 74 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 73 20 74 68 65 20 70 72 | st.have.the.same.shape.as.the.pr |
| 7e820 | 6f 76 69 64 65 64 20 73 69 7a 65 20 61 6e 64 20 6d 75 73 74 20 6d 61 74 63 68 20 74 68 65 20 74 | ovided.size.and.must.match.the.t |
| 7e840 | 79 70 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 6f 75 74 70 75 74 20 76 61 | ype.of.............the.output.va |
| 7e860 | 6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d | lues...........Returns.........- |
| 7e880 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 6e 64 | ------.........out.:.float.or.nd |
| 7e8a0 | 61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61 | array.of.floats.............Arra |
| 7e8c0 | 79 20 6f 66 20 72 61 6e 64 6f 6d 20 66 6c 6f 61 74 73 20 6f 66 20 73 68 61 70 65 20 60 73 69 7a | y.of.random.floats.of.shape.`siz |
| 7e8e0 | 65 60 20 28 75 6e 6c 65 73 73 20 60 60 73 69 7a 65 3d 4e 6f 6e 65 60 60 2c 20 69 6e 20 77 68 69 | e`.(unless.``size=None``,.in.whi |
| 7e900 | 63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 61 73 65 20 61 20 73 69 6e 67 6c 65 20 66 6c 6f | ch.............case.a.single.flo |
| 7e920 | 61 74 20 69 73 20 72 65 74 75 72 6e 65 64 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | at.is.returned)...........Exampl |
| 7e940 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | es.........--------.........>>>. |
| 7e960 | 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 | rng.=.np.random.default_rng()... |
| 7e980 | 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 29 0a 20 20 20 20 20 20 20 20 30 | ......>>>.rng.random().........0 |
| 7e9a0 | 2e 34 37 31 30 38 35 34 37 39 39 35 33 35 36 30 39 38 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 | .47108547995356098.#.random..... |
| 7e9c0 | 20 20 20 20 3e 3e 3e 20 74 79 70 65 28 72 6e 67 2e 72 61 6e 64 6f 6d 28 29 29 0a 20 20 20 20 20 | ....>>>.type(rng.random())...... |
| 7e9e0 | 20 20 20 3c 63 6c 61 73 73 20 27 66 6c 6f 61 74 27 3e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 | ...<class.'float'>.........>>>.r |
| 7ea00 | 6e 67 2e 72 61 6e 64 6f 6d 28 28 35 2c 29 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 | ng.random((5,)).........array([. |
| 7ea20 | 30 2e 33 30 32 32 30 34 38 32 2c 20 20 30 2e 38 36 38 32 30 34 30 31 2c 20 20 30 2e 31 36 35 34 | 0.30220482,..0.86820401,..0.1654 |
| 7ea40 | 35 30 33 20 2c 20 20 30 2e 31 31 36 35 39 31 34 39 2c 20 20 30 2e 35 34 33 32 33 34 32 38 5d 29 | 503.,..0.11659149,..0.54323428]) |
| 7ea60 | 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 72 65 65 2d 62 79 2d 74 77 6f 20 | .#.random..........Three-by-two. |
| 7ea80 | 61 72 72 61 79 20 6f 66 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 73 20 66 72 6f 6d 20 5b 2d 35 | array.of.random.numbers.from.[-5 |
| 7eaa0 | 2c 20 30 29 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 35 20 2a 20 72 6e 67 2e 72 61 6e 64 6f | ,.0):..........>>>.5.*.rng.rando |
| 7eac0 | 6d 28 28 33 2c 20 32 29 29 20 2d 20 35 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 33 | m((3,.2)).-.5.........array([[-3 |
| 7eae0 | 2e 39 39 31 34 39 39 38 39 2c 20 2d 30 2e 35 32 33 33 38 39 38 34 5d 2c 20 23 20 72 61 6e 64 6f | .99149989,.-0.52338984],.#.rando |
| 7eb00 | 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 32 2e 39 39 30 39 31 38 35 38 2c 20 2d | m................[-2.99091858,.- |
| 7eb20 | 30 2e 37 39 34 37 39 35 30 38 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 31 2e | 0.79479508],................[-1. |
| 7eb40 | 32 33 32 30 34 33 34 35 2c 20 2d 31 2e 37 35 32 32 34 34 39 34 5d 5d 29 0a 0a 20 20 20 20 20 20 | 23204345,.-1.75224494]])........ |
| 7eb60 | 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 | .........................standar |
| 7eb80 | 64 5f 74 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 | d_t(df,.size=None)..........Draw |
| 7eba0 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20 53 74 75 64 65 6e 74 | .samples.from.a.standard.Student |
| 7ebc0 | 27 73 20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 60 64 66 60 20 64 65 67 72 | 's.t.distribution.with.`df`.degr |
| 7ebe0 | 65 65 73 0a 20 20 20 20 20 20 20 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 | ees.........of.freedom.......... |
| 7ec00 | 20 41 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 68 79 70 65 72 62 6f 6c 69 | .A.special.case.of.the.hyperboli |
| 7ec20 | 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 41 73 20 60 64 66 60 20 67 65 74 73 0a 20 20 | c.distribution...As.`df`.gets... |
| 7ec40 | 20 20 20 20 20 20 6c 61 72 67 65 2c 20 74 68 65 20 72 65 73 75 6c 74 20 72 65 73 65 6d 62 6c 65 | ......large,.the.result.resemble |
| 7ec60 | 73 20 74 68 61 74 20 6f 66 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 0a 20 20 | s.that.of.the.standard.normal... |
| 7ec80 | 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 60 73 74 61 6e 64 61 72 64 5f 6e 6f | ......distribution.(`standard_no |
| 7eca0 | 72 6d 61 6c 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 | rmal`)...........Parameters..... |
| 7ecc0 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20 3a 20 66 6c 6f 61 | ....----------.........df.:.floa |
| 7ece0 | 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 | t.or.array_like.of.floats....... |
| 7ed00 | 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 | ......Degrees.of.freedom,.must.b |
| 7ed20 | 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 | e.>.0..........size.:.int.or.tup |
| 7ed40 | 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | le.of.ints,.optional............ |
| 7ed60 | 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 | .Output.shape...If.the.given.sha |
| 7ed80 | 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e | pe.is,.e.g.,.``(m,.n,.k)``,.then |
| 7eda0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c | .............``m.*.n.*.k``.sampl |
| 7edc0 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 | es.are.drawn...If.size.is.``None |
| 7ede0 | 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 | ``.(default),.............a.sing |
| 7ee00 | 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 60 60 20 69 | le.value.is.returned.if.``df``.i |
| 7ee20 | 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 | s.a.scalar...Otherwise,......... |
| 7ee40 | 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 64 66 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 | ....``np.array(df).size``.sample |
| 7ee60 | 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | s.are.drawn...........Returns... |
| 7ee80 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 | ......-------.........out.:.ndar |
| 7eea0 | 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 | ray.or.scalar.............Drawn. |
| 7eec0 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 73 | samples.from.the.parameterized.s |
| 7eee0 | 74 61 6e 64 61 72 64 20 53 74 75 64 65 6e 74 27 73 20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e | tandard.Student's.t.distribution |
| 7ef00 | 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 | ...........Notes.........-----.. |
| 7ef20 | 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 | .......The.probability.density.f |
| 7ef40 | 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 | unction.for.the.t.distribution.i |
| 7ef60 | 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 2c 20 64 66 29 20 3d 20 | s.............math::.P(x,.df).=. |
| 7ef80 | 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 5c 66 72 61 63 7b 64 66 2b 31 7d 7b 32 7d 29 7d 7b 5c 73 | \frac{\Gamma(\frac{df+1}{2})}{\s |
| 7efa0 | 71 72 74 7b 5c 70 69 20 64 66 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 47 | qrt{\pi.df}...................\G |
| 7efc0 | 61 6d 6d 61 28 5c 66 72 61 63 7b 64 66 7d 7b 32 7d 29 7d 5c 42 69 67 6c 28 20 31 2b 5c 66 72 61 | amma(\frac{df}{2})}\Bigl(.1+\fra |
| 7efe0 | 63 7b 78 5e 32 7d 7b 64 66 7d 20 5c 42 69 67 72 29 5e 7b 2d 28 64 66 2b 31 29 2f 32 7d 0a 0a 20 | c{x^2}{df}.\Bigr)^{-(df+1)/2}... |
| 7f000 | 20 20 20 20 20 20 20 54 68 65 20 74 20 74 65 73 74 20 69 73 20 62 61 73 65 64 20 6f 6e 20 61 6e | .......The.t.test.is.based.on.an |
| 7f020 | 20 61 73 73 75 6d 70 74 69 6f 6e 20 74 68 61 74 20 74 68 65 20 64 61 74 61 20 63 6f 6d 65 20 66 | .assumption.that.the.data.come.f |
| 7f040 | 72 6f 6d 20 61 0a 20 20 20 20 20 20 20 20 4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | rom.a.........Normal.distributio |
| 7f060 | 6e 2e 20 54 68 65 20 74 20 74 65 73 74 20 70 72 6f 76 69 64 65 73 20 61 20 77 61 79 20 74 6f 20 | n..The.t.test.provides.a.way.to. |
| 7f080 | 74 65 73 74 20 77 68 65 74 68 65 72 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 61 6d 70 6c 65 20 | test.whether.........the.sample. |
| 7f0a0 | 6d 65 61 6e 20 28 74 68 61 74 20 69 73 20 74 68 65 20 6d 65 61 6e 20 63 61 6c 63 75 6c 61 74 65 | mean.(that.is.the.mean.calculate |
| 7f0c0 | 64 20 66 72 6f 6d 20 74 68 65 20 64 61 74 61 29 20 69 73 0a 20 20 20 20 20 20 20 20 61 20 67 6f | d.from.the.data).is.........a.go |
| 7f0e0 | 6f 64 20 65 73 74 69 6d 61 74 65 20 6f 66 20 74 68 65 20 74 72 75 65 20 6d 65 61 6e 2e 0a 0a 20 | od.estimate.of.the.true.mean.... |
| 7f100 | 20 20 20 20 20 20 20 54 68 65 20 64 65 72 69 76 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 74 2d 64 | .......The.derivation.of.the.t-d |
| 7f120 | 69 73 74 72 69 62 75 74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 70 75 62 6c 69 73 68 65 64 20 | istribution.was.first.published. |
| 7f140 | 69 6e 0a 20 20 20 20 20 20 20 20 31 39 30 38 20 62 79 20 57 69 6c 6c 69 61 6d 20 47 6f 73 73 65 | in.........1908.by.William.Gosse |
| 7f160 | 74 20 77 68 69 6c 65 20 77 6f 72 6b 69 6e 67 20 66 6f 72 20 74 68 65 20 47 75 69 6e 6e 65 73 73 | t.while.working.for.the.Guinness |
| 7f180 | 20 42 72 65 77 65 72 79 0a 20 20 20 20 20 20 20 20 69 6e 20 44 75 62 6c 69 6e 2e 20 44 75 65 20 | .Brewery.........in.Dublin..Due. |
| 7f1a0 | 74 6f 20 70 72 6f 70 72 69 65 74 61 72 79 20 69 73 73 75 65 73 2c 20 68 65 20 68 61 64 20 74 6f | to.proprietary.issues,.he.had.to |
| 7f1c0 | 20 70 75 62 6c 69 73 68 20 75 6e 64 65 72 0a 20 20 20 20 20 20 20 20 61 20 70 73 65 75 64 6f 6e | .publish.under.........a.pseudon |
| 7f1e0 | 79 6d 2c 20 61 6e 64 20 73 6f 20 68 65 20 75 73 65 64 20 74 68 65 20 6e 61 6d 65 20 53 74 75 64 | ym,.and.so.he.used.the.name.Stud |
| 7f200 | 65 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 | ent...........References........ |
| 7f220 | 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 | .----------............[1].Dalga |
| 7f240 | 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e 74 72 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69 73 | ard,.Peter,."Introductory.Statis |
| 7f260 | 74 69 63 73 20 57 69 74 68 20 52 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 | tics.With.R",................Spr |
| 7f280 | 69 6e 67 65 72 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 | inger,.2002.............[2].Wiki |
| 7f2a0 | 70 65 64 69 61 2c 20 22 53 74 75 64 65 6e 74 27 73 20 74 2d 64 69 73 74 72 69 62 75 74 69 6f 6e | pedia,."Student's.t-distribution |
| 7f2c0 | 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 | "................https://en.wiki |
| 7f2e0 | 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 53 74 75 64 65 6e 74 27 73 5f 74 2d 64 69 73 74 72 | pedia.org/wiki/Student's_t-distr |
| 7f300 | 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 | ibution..........Examples....... |
| 7f320 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 46 72 6f 6d 20 44 61 6c 67 61 61 72 64 | ..--------.........From.Dalgaard |
| 7f340 | 20 70 61 67 65 20 38 33 20 5b 31 5d 5f 2c 20 73 75 70 70 6f 73 65 20 74 68 65 20 64 61 69 6c 79 | .page.83.[1]_,.suppose.the.daily |
| 7f360 | 20 65 6e 65 72 67 79 20 69 6e 74 61 6b 65 20 66 6f 72 20 31 31 0a 20 20 20 20 20 20 20 20 77 6f | .energy.intake.for.11.........wo |
| 7f380 | 6d 65 6e 20 69 6e 20 6b 69 6c 6f 6a 6f 75 6c 65 73 20 28 6b 4a 29 20 69 73 3a 0a 0a 20 20 20 20 | men.in.kilojoules.(kJ).is:...... |
| 7f3a0 | 20 20 20 20 3e 3e 3e 20 69 6e 74 61 6b 65 20 3d 20 6e 70 2e 61 72 72 61 79 28 5b 35 32 36 30 2e | ....>>>.intake.=.np.array([5260. |
| 7f3c0 | 2c 20 35 34 37 30 2c 20 35 36 34 30 2c 20 36 31 38 30 2c 20 36 33 39 30 2c 20 36 35 31 35 2c 20 | ,.5470,.5640,.6180,.6390,.6515,. |
| 7f3e0 | 36 38 30 35 2c 20 37 35 31 35 2c 20 5c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 | 6805,.7515,.\................... |
| 7f400 | 20 20 20 20 20 20 20 20 20 20 20 20 20 37 35 31 35 2c 20 38 32 33 30 2c 20 38 37 37 30 5d 29 0a | .............7515,.8230,.8770]). |
| 7f420 | 0a 20 20 20 20 20 20 20 20 44 6f 65 73 20 74 68 65 69 72 20 65 6e 65 72 67 79 20 69 6e 74 61 6b | .........Does.their.energy.intak |
| 7f440 | 65 20 64 65 76 69 61 74 65 20 73 79 73 74 65 6d 61 74 69 63 61 6c 6c 79 20 66 72 6f 6d 20 74 68 | e.deviate.systematically.from.th |
| 7f460 | 65 20 72 65 63 6f 6d 6d 65 6e 64 65 64 0a 20 20 20 20 20 20 20 20 76 61 6c 75 65 20 6f 66 20 37 | e.recommended.........value.of.7 |
| 7f480 | 37 32 35 20 6b 4a 3f 20 4f 75 72 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 69 6c 6c | 725.kJ?.Our.null.hypothesis.will |
| 7f4a0 | 20 62 65 20 74 68 65 20 61 62 73 65 6e 63 65 20 6f 66 20 64 65 76 69 61 74 69 6f 6e 2c 0a 20 20 | .be.the.absence.of.deviation,... |
| 7f4c0 | 20 20 20 20 20 20 61 6e 64 20 74 68 65 20 61 6c 74 65 72 6e 61 74 65 20 68 79 70 6f 74 68 65 73 | ......and.the.alternate.hypothes |
| 7f4e0 | 69 73 20 77 69 6c 6c 20 62 65 20 74 68 65 20 70 72 65 73 65 6e 63 65 20 6f 66 20 61 6e 20 65 66 | is.will.be.the.presence.of.an.ef |
| 7f500 | 66 65 63 74 20 74 68 61 74 20 63 6f 75 6c 64 20 62 65 0a 20 20 20 20 20 20 20 20 65 69 74 68 65 | fect.that.could.be.........eithe |
| 7f520 | 72 20 70 6f 73 69 74 69 76 65 20 6f 72 20 6e 65 67 61 74 69 76 65 2c 20 68 65 6e 63 65 20 6d 61 | r.positive.or.negative,.hence.ma |
| 7f540 | 6b 69 6e 67 20 6f 75 72 20 74 65 73 74 20 32 2d 74 61 69 6c 65 64 2e 20 0a 0a 20 20 20 20 20 20 | king.our.test.2-tailed.......... |
| 7f560 | 20 20 42 65 63 61 75 73 65 20 77 65 20 61 72 65 20 65 73 74 69 6d 61 74 69 6e 67 20 74 68 65 20 | ..Because.we.are.estimating.the. |
| 7f580 | 6d 65 61 6e 20 61 6e 64 20 77 65 20 68 61 76 65 20 4e 3d 31 31 20 76 61 6c 75 65 73 20 69 6e 20 | mean.and.we.have.N=11.values.in. |
| 7f5a0 | 6f 75 72 20 73 61 6d 70 6c 65 2c 0a 20 20 20 20 20 20 20 20 77 65 20 68 61 76 65 20 4e 2d 31 3d | our.sample,.........we.have.N-1= |
| 7f5c0 | 31 30 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 20 57 65 20 73 65 74 20 6f 75 | 10.degrees.of.freedom..We.set.ou |
| 7f5e0 | 72 20 73 69 67 6e 69 66 69 63 61 6e 63 65 20 6c 65 76 65 6c 20 74 6f 20 39 35 25 20 61 6e 64 20 | r.significance.level.to.95%.and. |
| 7f600 | 0a 20 20 20 20 20 20 20 20 63 6f 6d 70 75 74 65 20 74 68 65 20 74 20 73 74 61 74 69 73 74 69 63 | .........compute.the.t.statistic |
| 7f620 | 20 75 73 69 6e 67 20 74 68 65 20 65 6d 70 69 72 69 63 61 6c 20 6d 65 61 6e 20 61 6e 64 20 65 6d | .using.the.empirical.mean.and.em |
| 7f640 | 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72 64 20 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 | pirical.standard..........deviat |
| 7f660 | 69 6f 6e 20 6f 66 20 6f 75 72 20 69 6e 74 61 6b 65 2e 20 57 65 20 75 73 65 20 61 20 64 64 6f 66 | ion.of.our.intake..We.use.a.ddof |
| 7f680 | 20 6f 66 20 31 20 74 6f 20 62 61 73 65 20 74 68 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 20 6f 66 | .of.1.to.base.the.computation.of |
| 7f6a0 | 20 6f 75 72 20 0a 20 20 20 20 20 20 20 20 65 6d 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72 64 | .our..........empirical.standard |
| 7f6c0 | 20 64 65 76 69 61 74 69 6f 6e 20 6f 6e 20 61 6e 20 75 6e 62 69 61 73 65 64 20 65 73 74 69 6d 61 | .deviation.on.an.unbiased.estima |
| 7f6e0 | 74 65 20 6f 66 20 74 68 65 20 76 61 72 69 61 6e 63 65 20 28 6e 6f 74 65 3a 0a 20 20 20 20 20 20 | te.of.the.variance.(note:....... |
| 7f700 | 20 20 74 68 65 20 66 69 6e 61 6c 20 65 73 74 69 6d 61 74 65 20 69 73 20 6e 6f 74 20 75 6e 62 69 | ..the.final.estimate.is.not.unbi |
| 7f720 | 61 73 65 64 20 64 75 65 20 74 6f 20 74 68 65 20 63 6f 6e 63 61 76 65 20 6e 61 74 75 72 65 20 6f | ased.due.to.the.concave.nature.o |
| 7f740 | 66 20 74 68 65 20 73 71 75 61 72 65 20 0a 20 20 20 20 20 20 20 20 72 6f 6f 74 29 2e 0a 0a 20 20 | f.the.square..........root)..... |
| 7f760 | 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 6d 65 61 6e 28 69 6e 74 61 6b 65 29 0a 20 20 20 20 20 20 | ......>>>.np.mean(intake)....... |
| 7f780 | 20 20 36 37 35 33 2e 36 33 36 33 36 33 36 33 36 33 36 34 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ..6753.636363636364.........>>>. |
| 7f7a0 | 69 6e 74 61 6b 65 2e 73 74 64 28 64 64 6f 66 3d 31 29 0a 20 20 20 20 20 20 20 20 31 31 34 32 2e | intake.std(ddof=1).........1142. |
| 7f7c0 | 31 32 33 32 32 32 31 33 37 33 37 32 37 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 74 20 3d 20 28 6e | 1232221373727.........>>>.t.=.(n |
| 7f7e0 | 70 2e 6d 65 61 6e 28 69 6e 74 61 6b 65 29 2d 37 37 32 35 29 2f 28 69 6e 74 61 6b 65 2e 73 74 64 | p.mean(intake)-7725)/(intake.std |
| 7f800 | 28 64 64 6f 66 3d 31 29 2f 6e 70 2e 73 71 72 74 28 6c 65 6e 28 69 6e 74 61 6b 65 29 29 29 0a 20 | (ddof=1)/np.sqrt(len(intake))).. |
| 7f820 | 20 20 20 20 20 20 20 3e 3e 3e 20 74 0a 20 20 20 20 20 20 20 20 2d 32 2e 38 32 30 37 35 34 30 36 | .......>>>.t.........-2.82075406 |
| 7f840 | 30 38 33 31 30 31 39 38 0a 0a 20 20 20 20 20 20 20 20 57 65 20 64 72 61 77 20 31 30 30 30 30 30 | 08310198..........We.draw.100000 |
| 7f860 | 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 53 74 75 64 65 6e 74 27 73 20 74 20 64 69 73 74 72 | 0.samples.from.Student's.t.distr |
| 7f880 | 69 62 75 74 69 6f 6e 20 77 69 74 68 20 74 68 65 20 61 64 65 71 75 61 74 65 0a 20 20 20 20 20 20 | ibution.with.the.adequate....... |
| 7f8a0 | 20 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 3e | ..degrees.of.freedom...........> |
| 7f8c0 | 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 | >>.import.matplotlib.pyplot.as.p |
| 7f8e0 | 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 | lt.........>>>.s.=.np.random.def |
| 7f900 | 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 6e 64 61 72 64 5f 74 28 31 30 2c 20 73 69 7a 65 3d 31 | ault_rng().standard_t(10,.size=1 |
| 7f920 | 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 | 000000).........>>>.h.=.plt.hist |
| 7f940 | 28 73 2c 20 62 69 6e 73 3d 31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 0a 20 20 20 | (s,.bins=100,.density=True)..... |
| 7f960 | 20 20 20 20 20 44 6f 65 73 20 6f 75 72 20 74 20 73 74 61 74 69 73 74 69 63 20 6c 61 6e 64 20 69 | .....Does.our.t.statistic.land.i |
| 7f980 | 6e 20 6f 6e 65 20 6f 66 20 74 68 65 20 74 77 6f 20 63 72 69 74 69 63 61 6c 20 72 65 67 69 6f 6e | n.one.of.the.two.critical.region |
| 7f9a0 | 73 20 66 6f 75 6e 64 20 61 74 20 0a 20 20 20 20 20 20 20 20 62 6f 74 68 20 74 61 69 6c 73 20 6f | s.found.at..........both.tails.o |
| 7f9c0 | 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | f.the.distribution?..........>>> |
| 7f9e0 | 20 6e 70 2e 73 75 6d 28 6e 70 2e 61 62 73 28 74 29 20 3c 20 6e 70 2e 61 62 73 28 73 29 29 20 2f | .np.sum(np.abs(t).<.np.abs(s))./ |
| 7fa00 | 20 66 6c 6f 61 74 28 6c 65 6e 28 73 29 29 0a 20 20 20 20 20 20 20 20 30 2e 30 31 38 33 31 38 20 | .float(len(s)).........0.018318. |
| 7fa20 | 20 23 72 61 6e 64 6f 6d 20 3c 20 30 2e 30 35 2c 20 73 74 61 74 69 73 74 69 63 20 69 73 20 69 6e | .#random.<.0.05,.statistic.is.in |
| 7fa40 | 20 63 72 69 74 69 63 61 6c 20 72 65 67 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 | .critical.region..........The.pr |
| 7fa60 | 6f 62 61 62 69 6c 69 74 79 20 76 61 6c 75 65 20 66 6f 72 20 74 68 69 73 20 32 2d 74 61 69 6c 65 | obability.value.for.this.2-taile |
| 7fa80 | 64 20 74 65 73 74 20 69 73 20 61 62 6f 75 74 20 31 2e 38 33 25 2c 20 77 68 69 63 68 20 69 73 20 | d.test.is.about.1.83%,.which.is. |
| 7faa0 | 0a 20 20 20 20 20 20 20 20 6c 6f 77 65 72 20 74 68 61 6e 20 74 68 65 20 35 25 20 70 72 65 2d 64 | .........lower.than.the.5%.pre-d |
| 7fac0 | 65 74 65 72 6d 69 6e 65 64 20 73 69 67 6e 69 66 69 63 61 6e 63 65 20 74 68 72 65 73 68 6f 6c 64 | etermined.significance.threshold |
| 7fae0 | 2e 20 0a 0a 20 20 20 20 20 20 20 20 54 68 65 72 65 66 6f 72 65 2c 20 74 68 65 20 70 72 6f 62 61 | ............Therefore,.the.proba |
| 7fb00 | 62 69 6c 69 74 79 20 6f 66 20 6f 62 73 65 72 76 69 6e 67 20 76 61 6c 75 65 73 20 61 73 20 65 78 | bility.of.observing.values.as.ex |
| 7fb20 | 74 72 65 6d 65 20 61 73 20 6f 75 72 20 69 6e 74 61 6b 65 0a 20 20 20 20 20 20 20 20 63 6f 6e 64 | treme.as.our.intake.........cond |
| 7fb40 | 69 74 69 6f 6e 61 6c 6c 79 20 6f 6e 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 | itionally.on.the.null.hypothesis |
| 7fb60 | 20 62 65 69 6e 67 20 74 72 75 65 20 69 73 20 74 6f 6f 20 6c 6f 77 2c 20 61 6e 64 20 77 65 20 72 | .being.true.is.too.low,.and.we.r |
| 7fb80 | 65 6a 65 63 74 20 0a 20 20 20 20 20 20 20 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 | eject..........the.null.hypothes |
| 7fba0 | 69 73 20 6f 66 20 6e 6f 20 64 65 76 69 61 74 69 6f 6e 2e 20 0a 0a 20 20 20 20 20 20 20 20 00 00 | is.of.no.deviation.............. |
| 7fbc0 | e0 c3 07 80 01 00 00 00 b0 5f 01 80 01 00 00 00 00 00 00 00 00 00 00 00 f0 c3 07 80 01 00 00 00 | ........._...................... |
| 7fbe0 | 00 00 00 00 00 00 00 00 c0 c4 07 80 01 00 00 00 90 5f 01 80 01 00 00 00 10 5f 01 80 01 00 00 00 | ................._......._...... |
| 7fc00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 7fc20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 7fc40 | 0a 20 20 20 20 20 20 20 20 76 6f 6e 6d 69 73 65 73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 73 69 7a | .........vonmises(mu,.kappa,.siz |
| 7fc60 | 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 | e=None)..........Draw.samples.fr |
| 7fc80 | 6f 6d 20 61 20 76 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 | om.a.von.Mises.distribution..... |
| 7fca0 | 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 76 | ......Samples.are.drawn.from.a.v |
| 7fcc0 | 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 | on.Mises.distribution.with.speci |
| 7fce0 | 66 69 65 64 20 6d 6f 64 65 0a 20 20 20 20 20 20 20 20 28 6d 75 29 20 61 6e 64 20 64 69 73 70 65 | fied.mode.........(mu).and.dispe |
| 7fd00 | 72 73 69 6f 6e 20 28 6b 61 70 70 61 29 2c 20 6f 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b | rsion.(kappa),.on.the.interval.[ |
| 7fd20 | 2d 70 69 2c 20 70 69 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 6f 6e 20 4d 69 73 65 73 | -pi,.pi]...........The.von.Mises |
| 7fd40 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 | .distribution.(also.known.as.the |
| 7fd60 | 20 63 69 72 63 75 6c 61 72 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 | .circular.normal.........distrib |
| 7fd80 | 75 74 69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69 | ution).is.a.continuous.probabili |
| 7fda0 | 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 6e 20 74 68 65 20 75 6e 69 74 0a 20 20 20 20 | ty.distribution.on.the.unit..... |
| 7fdc0 | 20 20 20 20 63 69 72 63 6c 65 2e 20 20 49 74 20 6d 61 79 20 62 65 20 74 68 6f 75 67 68 74 20 6f | ....circle...It.may.be.thought.o |
| 7fde0 | 66 20 61 73 20 74 68 65 20 63 69 72 63 75 6c 61 72 20 61 6e 61 6c 6f 67 75 65 20 6f 66 20 74 68 | f.as.the.circular.analogue.of.th |
| 7fe00 | 65 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | e.normal.........distribution... |
| 7fe20 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........Parameters.........----- |
| 7fe40 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 75 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | -----.........mu.:.float.or.arra |
| 7fe60 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 6f 64 | y_like.of.floats.............Mod |
| 7fe80 | 65 20 28 22 63 65 6e 74 65 72 22 29 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | e.("center").of.the.distribution |
| 7fea0 | 2e 0a 20 20 20 20 20 20 20 20 6b 61 70 70 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 | ..........kappa.:.float.or.array |
| 7fec0 | 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 70 | _like.of.floats.............Disp |
| 7fee0 | 65 72 73 69 6f 6e 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 68 61 73 20 | ersion.of.the.distribution,.has. |
| 7ff00 | 74 6f 20 62 65 20 3e 3d 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 | to.be.>=0..........size.:.int.or |
| 7ff20 | 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 | .tuple.of.ints,.optional........ |
| 7ff40 | 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e | .....Output.shape...If.the.given |
| 7ff60 | 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 | .shape.is,.e.g.,.``(m,.n,.k)``,. |
| 7ff80 | 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 | then.............``m.*.n.*.k``.s |
| 7ffa0 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 | amples.are.drawn...If.size.is.`` |
| 7ffc0 | 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 | None``.(default),.............a. |
| 7ffe0 | 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6d 75 | single.value.is.returned.if.``mu |
| 80000 | 60 60 20 61 6e 64 20 60 60 6b 61 70 70 61 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 | ``.and.``kappa``.are.both.scalar |
| 80020 | 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 | s..............Otherwise,.``np.b |
| 80040 | 72 6f 61 64 63 61 73 74 28 6d 75 2c 20 6b 61 70 70 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | roadcast(mu,.kappa).size``.sampl |
| 80060 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 80080 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 800a0 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 800c0 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 800e0 | 76 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | von.Mises.distribution.......... |
| 80100 | 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .See.Also.........--------...... |
| 80120 | 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 76 6f 6e 6d 69 73 65 73 20 3a 20 70 72 6f 62 61 62 | ...scipy.stats.vonmises.:.probab |
| 80140 | 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 | ility.density.function,.distribu |
| 80160 | 74 69 6f 6e 2c 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 | tion,.or.............cumulative. |
| 80180 | 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 | density.function,.etc........... |
| 801a0 | 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 | Notes.........-----.........The. |
| 801c0 | 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 76 6f 6e 20 | probability.density.for.the.von. |
| 801e0 | 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e | Mises.distribution.is........... |
| 80200 | 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b 5c 6b 61 70 70 61 20 | ..math::.p(x).=.\frac{e^{\kappa. |
| 80220 | 63 6f 73 28 78 2d 5c 6d 75 29 7d 7d 7b 32 5c 70 69 20 49 5f 30 28 5c 6b 61 70 70 61 29 7d 2c 0a | cos(x-\mu)}}{2\pi.I_0(\kappa)},. |
| 80240 | 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 | .........where.:math:`\mu`.is.th |
| 80260 | 65 20 6d 6f 64 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6b 61 70 70 61 60 20 74 68 65 20 64 69 | e.mode.and.:math:`\kappa`.the.di |
| 80280 | 73 70 65 72 73 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60 49 5f 30 | spersion,.........and.:math:`I_0 |
| 802a0 | 28 5c 6b 61 70 70 61 29 60 20 69 73 20 74 68 65 20 6d 6f 64 69 66 69 65 64 20 42 65 73 73 65 6c | (\kappa)`.is.the.modified.Bessel |
| 802c0 | 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 6f 72 64 65 72 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 | .function.of.order.0...........T |
| 802e0 | 68 65 20 76 6f 6e 20 4d 69 73 65 73 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 52 69 63 68 61 72 | he.von.Mises.is.named.for.Richar |
| 80300 | 64 20 45 64 6c 65 72 20 76 6f 6e 20 4d 69 73 65 73 2c 20 77 68 6f 20 77 61 73 20 62 6f 72 6e 20 | d.Edler.von.Mises,.who.was.born. |
| 80320 | 69 6e 0a 20 20 20 20 20 20 20 20 41 75 73 74 72 69 61 2d 48 75 6e 67 61 72 79 2c 20 69 6e 20 77 | in.........Austria-Hungary,.in.w |
| 80340 | 68 61 74 20 69 73 20 6e 6f 77 20 74 68 65 20 55 6b 72 61 69 6e 65 2e 20 20 48 65 20 66 6c 65 64 | hat.is.now.the.Ukraine...He.fled |
| 80360 | 20 74 6f 20 74 68 65 20 55 6e 69 74 65 64 0a 20 20 20 20 20 20 20 20 53 74 61 74 65 73 20 69 6e | .to.the.United.........States.in |
| 80380 | 20 31 39 33 39 20 61 6e 64 20 62 65 63 61 6d 65 20 61 20 70 72 6f 66 65 73 73 6f 72 20 61 74 20 | .1939.and.became.a.professor.at. |
| 803a0 | 48 61 72 76 61 72 64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e 0a 20 20 20 20 20 20 20 20 70 | Harvard...He.worked.in.........p |
| 803c0 | 72 6f 62 61 62 69 6c 69 74 79 20 74 68 65 6f 72 79 2c 20 61 65 72 6f 64 79 6e 61 6d 69 63 73 2c | robability.theory,.aerodynamics, |
| 803e0 | 20 66 6c 75 69 64 20 6d 65 63 68 61 6e 69 63 73 2c 20 61 6e 64 20 70 68 69 6c 6f 73 6f 70 68 79 | .fluid.mechanics,.and.philosophy |
| 80400 | 20 6f 66 0a 20 20 20 20 20 20 20 20 73 63 69 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 | .of.........science...........Re |
| 80420 | 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ferences.........----------..... |
| 80440 | 20 20 20 20 2e 2e 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 | .......[1].Abramowitz,.M..and.St |
| 80460 | 65 67 75 6e 2c 20 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 | egun,.I..A..(Eds.).."Handbook.of |
| 80480 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e | ................Mathematical.Fun |
| 804a0 | 63 74 69 6f 6e 73 20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c 20 61 6e | ctions.with.Formulas,.Graphs,.an |
| 804c0 | 64 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 54 61 | d.Mathematical................Ta |
| 804e0 | 62 6c 65 73 2c 20 39 74 68 20 70 72 69 6e 74 69 6e 67 2c 22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 | bles,.9th.printing,".New.York:.D |
| 80500 | 6f 76 65 72 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 76 6f 6e 20 4d | over,.1972.............[2].von.M |
| 80520 | 69 73 65 73 2c 20 52 2e 2c 20 22 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 54 68 65 6f 72 79 20 6f | ises,.R.,."Mathematical.Theory.o |
| 80540 | 66 20 50 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 | f.Probability................and |
| 80560 | 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 4e 65 77 20 59 6f 72 6b 3a 20 41 63 61 64 65 6d 69 63 | .Statistics",.New.York:.Academic |
| 80580 | 20 50 72 65 73 73 2c 20 31 39 36 34 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a | .Press,.1964...........Examples. |
| 805a0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 | ........--------.........Draw.sa |
| 805c0 | 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 | mples.from.the.distribution:.... |
| 805e0 | 20 20 20 20 20 20 3e 3e 3e 20 6d 75 2c 20 6b 61 70 70 61 20 3d 20 30 2e 30 2c 20 34 2e 30 20 23 | ......>>>.mu,.kappa.=.0.0,.4.0.# |
| 80600 | 20 6d 65 61 6e 20 61 6e 64 20 64 69 73 70 65 72 73 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .mean.and.dispersion.........>>> |
| 80620 | 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 76 6f 6e | .s.=.np.random.default_rng().von |
| 80640 | 6d 69 73 65 73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 | mises(mu,.kappa,.1000).......... |
| 80660 | 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d | Display.the.histogram.of.the.sam |
| 80680 | 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f | ples,.along.with.........the.pro |
| 806a0 | 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 | bability.density.function:...... |
| 806c0 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 | ....>>>.import.matplotlib.pyplot |
| 806e0 | 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 73 63 69 70 79 2e 73 | .as.plt.........>>>.from.scipy.s |
| 80700 | 70 65 63 69 61 6c 20 69 6d 70 6f 72 74 20 69 30 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b | pecial.import.i0..#.doctest:.+SK |
| 80720 | 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 | IP.........>>>.plt.hist(s,.50,.d |
| 80740 | 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e | ensity=True).........>>>.x.=.np. |
| 80760 | 6c 69 6e 73 70 61 63 65 28 2d 6e 70 2e 70 69 2c 20 6e 70 2e 70 69 2c 20 6e 75 6d 3d 35 31 29 0a | linspace(-np.pi,.np.pi,.num=51). |
| 80780 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 6e 70 2e 65 78 70 28 6b 61 70 70 61 2a 6e 70 2e | ........>>>.y.=.np.exp(kappa*np. |
| 807a0 | 63 6f 73 28 78 2d 6d 75 29 29 2f 28 32 2a 6e 70 2e 70 69 2a 69 30 28 6b 61 70 70 61 29 29 20 20 | cos(x-mu))/(2*np.pi*i0(kappa)).. |
| 807c0 | 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | #.doctest:.+SKIP.........>>>.plt |
| 807e0 | 2e 70 6c 6f 74 28 78 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 | .plot(x,.y,.linewidth=2,.color=' |
| 80800 | 72 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e | r')..#.doctest:.+SKIP.........>> |
| 80820 | 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 01 00 00 00 00 00 00 00 | >.plt.show().................... |
| 80840 | 50 25 01 80 01 00 00 00 02 00 00 00 00 00 00 00 70 06 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | P%..............p............... |
| 80860 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 78 c1 07 80 01 00 00 00 c0 d9 04 80 01 00 00 00 | ................x............... |
| 80880 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 88 c1 07 80 01 00 00 00 d0 d7 04 80 01 00 00 00 | ................................ |
| 808a0 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 98 c1 07 80 01 00 00 00 c0 d6 04 80 01 00 00 00 | ................................ |
| 808c0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ec c0 07 80 01 00 00 00 30 d0 04 80 01 00 00 00 | ........................0....... |
| 808e0 | 03 00 00 00 00 00 00 00 40 fa 07 80 01 00 00 00 a4 c1 07 80 01 00 00 00 d0 c7 04 80 01 00 00 00 | ........@....................... |
| 80900 | 03 00 00 00 00 00 00 00 e0 cd 07 80 01 00 00 00 b0 c1 07 80 01 00 00 00 d0 c3 04 80 01 00 00 00 | ................................ |
| 80920 | 03 00 00 00 00 00 00 00 40 31 08 80 01 00 00 00 c0 c1 07 80 01 00 00 00 e0 bf 04 80 01 00 00 00 | ........@1...................... |
| 80940 | 03 00 00 00 00 00 00 00 c0 0d 09 80 01 00 00 00 d8 c1 07 80 01 00 00 00 80 b6 04 80 01 00 00 00 | ................................ |
| 80960 | 03 00 00 00 00 00 00 00 60 24 08 80 01 00 00 00 04 c1 07 80 01 00 00 00 30 9e 04 80 01 00 00 00 | ........`$..............0....... |
| 80980 | 08 00 00 00 00 00 00 00 10 2e 09 80 01 00 00 00 0c c1 07 80 01 00 00 00 60 94 04 80 01 00 00 00 | ........................`....... |
| 809a0 | 03 00 00 00 00 00 00 00 60 de 07 80 01 00 00 00 e8 c1 07 80 01 00 00 00 10 2e 04 80 01 00 00 00 | ........`....................... |
| 809c0 | 03 00 00 00 00 00 00 00 20 63 08 80 01 00 00 00 f0 c1 07 80 01 00 00 00 20 1d 04 80 01 00 00 00 | .........c...................... |
| 809e0 | 03 00 00 00 00 00 00 00 40 13 09 80 01 00 00 00 00 c2 07 80 01 00 00 00 e0 14 04 80 01 00 00 00 | ........@....................... |
| 80a00 | 03 00 00 00 00 00 00 00 d0 a0 09 80 01 00 00 00 08 c2 07 80 01 00 00 00 e0 10 04 80 01 00 00 00 | ................................ |
| 80a20 | 03 00 00 00 00 00 00 00 80 af 09 80 01 00 00 00 18 c2 07 80 01 00 00 00 00 08 04 80 01 00 00 00 | ................................ |
| 80a40 | 03 00 00 00 00 00 00 00 c0 f1 08 80 01 00 00 00 f4 c0 07 80 01 00 00 00 50 03 04 80 01 00 00 00 | ........................P....... |
| 80a60 | 03 00 00 00 00 00 00 00 20 80 09 80 01 00 00 00 20 c2 07 80 01 00 00 00 e0 fd 03 80 01 00 00 00 | ................................ |
| 80a80 | 03 00 00 00 00 00 00 00 b0 44 09 80 01 00 00 00 30 c2 07 80 01 00 00 00 f0 f9 03 80 01 00 00 00 | .........D......0............... |
| 80aa0 | 03 00 00 00 00 00 00 00 10 78 09 80 01 00 00 00 40 c2 07 80 01 00 00 00 50 f5 03 80 01 00 00 00 | .........x......@.......P....... |
| 80ac0 | 03 00 00 00 00 00 00 00 40 b8 08 80 01 00 00 00 58 c2 07 80 01 00 00 00 d0 f1 03 80 01 00 00 00 | ........@.......X............... |
| 80ae0 | 03 00 00 00 00 00 00 00 90 a5 08 80 01 00 00 00 68 c2 07 80 01 00 00 00 00 ee 03 80 01 00 00 00 | ................h............... |
| 80b00 | 03 00 00 00 00 00 00 00 70 01 08 80 01 00 00 00 78 c2 07 80 01 00 00 00 60 e9 03 80 01 00 00 00 | ........p.......x.......`....... |
| 80b20 | 03 00 00 00 00 00 00 00 40 12 08 80 01 00 00 00 84 c2 07 80 01 00 00 00 60 e5 03 80 01 00 00 00 | ........@...............`....... |
| 80b40 | 03 00 00 00 00 00 00 00 00 c3 08 80 01 00 00 00 90 c2 07 80 01 00 00 00 70 e1 03 80 01 00 00 00 | ........................p....... |
| 80b60 | 03 00 00 00 00 00 00 00 10 21 09 80 01 00 00 00 98 c2 07 80 01 00 00 00 80 dd 03 80 01 00 00 00 | .........!...................... |
| 80b80 | 03 00 00 00 00 00 00 00 70 ed 07 80 01 00 00 00 a0 c2 07 80 01 00 00 00 00 d9 03 80 01 00 00 00 | ........p....................... |
| 80ba0 | 03 00 00 00 00 00 00 00 f0 d1 08 80 01 00 00 00 a8 c2 07 80 01 00 00 00 70 d4 03 80 01 00 00 00 | ........................p....... |
| 80bc0 | 03 00 00 00 00 00 00 00 00 65 09 80 01 00 00 00 b0 c2 07 80 01 00 00 00 e0 cf 03 80 01 00 00 00 | .........e...................... |
| 80be0 | 03 00 00 00 00 00 00 00 20 4b 08 80 01 00 00 00 c0 c2 07 80 01 00 00 00 50 cb 03 80 01 00 00 00 | .........K..............P....... |
| 80c00 | 03 00 00 00 00 00 00 00 d0 fc 08 80 01 00 00 00 d0 c2 07 80 01 00 00 00 50 c7 03 80 01 00 00 00 | ........................P....... |
| 80c20 | 03 00 00 00 00 00 00 00 b0 e8 08 80 01 00 00 00 dc c2 07 80 01 00 00 00 b0 c2 03 80 01 00 00 00 | ................................ |
| 80c40 | 03 00 00 00 00 00 00 00 90 78 08 80 01 00 00 00 e8 c2 07 80 01 00 00 00 40 be 03 80 01 00 00 00 | .........x..............@....... |
| 80c60 | 03 00 00 00 00 00 00 00 90 ae 08 80 01 00 00 00 f8 c2 07 80 01 00 00 00 80 a5 03 80 01 00 00 00 | ................................ |
| 80c80 | 03 00 00 00 00 00 00 00 e0 82 08 80 01 00 00 00 08 c3 07 80 01 00 00 00 f0 86 03 80 01 00 00 00 | ................................ |
| 80ca0 | 03 00 00 00 00 00 00 00 90 2f 09 80 01 00 00 00 20 c3 07 80 01 00 00 00 00 83 03 80 01 00 00 00 | ........./...................... |
| 80cc0 | 03 00 00 00 00 00 00 00 10 5c 09 80 01 00 00 00 28 c3 07 80 01 00 00 00 20 7f 03 80 01 00 00 00 | .........\......(............... |
| 80ce0 | 03 00 00 00 00 00 00 00 40 51 09 80 01 00 00 00 30 c3 07 80 01 00 00 00 40 7b 03 80 01 00 00 00 | ........@Q......0.......@{...... |
| 80d00 | 03 00 00 00 00 00 00 00 90 56 08 80 01 00 00 00 40 c3 07 80 01 00 00 00 f0 76 03 80 01 00 00 00 | .........V......@........v...... |
| 80d20 | 03 00 00 00 00 00 00 00 80 38 08 80 01 00 00 00 50 c3 07 80 01 00 00 00 50 60 03 80 01 00 00 00 | .........8......P.......P`...... |
| 80d40 | 03 00 00 00 00 00 00 00 70 d3 07 80 01 00 00 00 60 c3 07 80 01 00 00 00 60 5b 03 80 01 00 00 00 | ........p.......`.......`[...... |
| 80d60 | 03 00 00 00 00 00 00 00 50 bb 09 80 01 00 00 00 78 c3 07 80 01 00 00 00 70 12 03 80 01 00 00 00 | ........P.......x.......p....... |
| 80d80 | 03 00 00 00 00 00 00 00 f0 90 08 80 01 00 00 00 88 c3 07 80 01 00 00 00 40 e1 02 80 01 00 00 00 | ........................@....... |
| 80da0 | 03 00 00 00 00 00 00 00 40 8d 09 80 01 00 00 00 a8 c3 07 80 01 00 00 00 00 af 02 80 01 00 00 00 | ........@....................... |
| 80dc0 | 03 00 00 00 00 00 00 00 60 6d 08 80 01 00 00 00 b8 c3 07 80 01 00 00 00 30 92 02 80 01 00 00 00 | ........`m..............0....... |
| 80de0 | 03 00 00 00 00 00 00 00 e0 3b 09 80 01 00 00 00 c8 c3 07 80 01 00 00 00 60 73 02 80 01 00 00 00 | .........;..............`s...... |
| 80e00 | 03 00 00 00 00 00 00 00 d0 5e 08 80 01 00 00 00 d0 c3 07 80 01 00 00 00 d0 47 02 80 01 00 00 00 | .........^...............G...... |
| 80e20 | 03 00 00 00 00 00 00 00 f0 1b 09 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 80e40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 f0 19 02 80 01 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 80e60 | 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67 65 72 73 28 6c 6f 77 2c 20 68 69 67 68 3d 4e 6f 6e 65 | .........integers(low,.high=None |
| 80e80 | 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 69 6e 74 36 34 2c 20 65 6e 64 | ,.size=None,.dtype=np.int64,.end |
| 80ea0 | 70 6f 69 6e 74 3d 46 61 6c 73 65 29 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20 72 61 6e | point=False)..........Return.ran |
| 80ec0 | 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f 6d 20 60 6c 6f 77 60 20 28 69 6e 63 6c 75 73 69 | dom.integers.from.`low`.(inclusi |
| 80ee0 | 76 65 29 20 74 6f 20 60 68 69 67 68 60 20 28 65 78 63 6c 75 73 69 76 65 29 2c 20 6f 72 0a 20 20 | ve).to.`high`.(exclusive),.or... |
| 80f00 | 20 20 20 20 20 20 69 66 20 65 6e 64 70 6f 69 6e 74 3d 54 72 75 65 2c 20 60 6c 6f 77 60 20 28 69 | ......if.endpoint=True,.`low`.(i |
| 80f20 | 6e 63 6c 75 73 69 76 65 29 20 74 6f 20 60 68 69 67 68 60 20 28 69 6e 63 6c 75 73 69 76 65 29 2e | nclusive).to.`high`.(inclusive). |
| 80f40 | 20 52 65 70 6c 61 63 65 73 0a 20 20 20 20 20 20 20 20 60 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 | .Replaces.........`RandomState.r |
| 80f60 | 61 6e 64 69 6e 74 60 20 28 77 69 74 68 20 65 6e 64 70 6f 69 6e 74 3d 46 61 6c 73 65 29 20 61 6e | andint`.(with.endpoint=False).an |
| 80f80 | 64 0a 20 20 20 20 20 20 20 20 60 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 69 6e | d.........`RandomState.random_in |
| 80fa0 | 74 65 67 65 72 73 60 20 28 77 69 74 68 20 65 6e 64 70 6f 69 6e 74 3d 54 72 75 65 29 0a 0a 20 20 | tegers`.(with.endpoint=True).... |
| 80fc0 | 20 20 20 20 20 20 52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f | ......Return.random.integers.fro |
| 80fe0 | 6d 20 74 68 65 20 22 64 69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d 22 20 64 69 73 74 72 69 62 | m.the."discrete.uniform".distrib |
| 81000 | 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 70 65 63 69 66 69 65 64 20 64 | ution.of.........the.specified.d |
| 81020 | 74 79 70 65 2e 20 49 66 20 60 68 69 67 68 60 20 69 73 20 4e 6f 6e 65 20 28 74 68 65 20 64 65 66 | type..If.`high`.is.None.(the.def |
| 81040 | 61 75 6c 74 29 2c 20 74 68 65 6e 20 72 65 73 75 6c 74 73 20 61 72 65 0a 20 20 20 20 20 20 20 20 | ault),.then.results.are......... |
| 81060 | 66 72 6f 6d 20 30 20 74 6f 20 60 6c 6f 77 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 | from.0.to.`low`...........Parame |
| 81080 | 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | ters.........----------......... |
| 810a0 | 6c 6f 77 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a | low.:.int.or.array-like.of.ints. |
| 810c0 | 20 20 20 20 20 20 20 20 20 20 20 20 4c 6f 77 65 73 74 20 28 73 69 67 6e 65 64 29 20 69 6e 74 65 | ............Lowest.(signed).inte |
| 810e0 | 67 65 72 73 20 74 6f 20 62 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 | gers.to.be.drawn.from.the.distri |
| 81100 | 62 75 74 69 6f 6e 20 28 75 6e 6c 65 73 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 68 69 67 | bution.(unless.............``hig |
| 81120 | 68 3d 4e 6f 6e 65 60 60 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68 69 73 20 70 61 72 | h=None``,.in.which.case.this.par |
| 81140 | 61 6d 65 74 65 72 20 69 73 20 30 20 61 6e 64 20 74 68 69 73 20 76 61 6c 75 65 20 69 73 0a 20 20 | ameter.is.0.and.this.value.is... |
| 81160 | 20 20 20 20 20 20 20 20 20 20 75 73 65 64 20 66 6f 72 20 60 68 69 67 68 60 29 2e 0a 20 20 20 20 | ..........used.for.`high`)...... |
| 81180 | 20 20 20 20 68 69 67 68 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 | ....high.:.int.or.array-like.of. |
| 811a0 | 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 70 72 | ints,.optional.............If.pr |
| 811c0 | 6f 76 69 64 65 64 2c 20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 20 6c 61 72 67 65 73 74 20 28 73 | ovided,.one.above.the.largest.(s |
| 811e0 | 69 67 6e 65 64 29 20 69 6e 74 65 67 65 72 20 74 6f 20 62 65 20 64 72 61 77 6e 0a 20 20 20 20 20 | igned).integer.to.be.drawn...... |
| 81200 | 20 20 20 20 20 20 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 73 65 | .......from.the.distribution.(se |
| 81220 | 65 20 61 62 6f 76 65 20 66 6f 72 20 62 65 68 61 76 69 6f 72 20 69 66 20 60 60 68 69 67 68 3d 4e | e.above.for.behavior.if.``high=N |
| 81240 | 6f 6e 65 60 60 29 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 72 72 61 79 2d 6c 69 6b | one``)..............If.array-lik |
| 81260 | 65 2c 20 6d 75 73 74 20 63 6f 6e 74 61 69 6e 20 69 6e 74 65 67 65 72 20 76 61 6c 75 65 73 0a 20 | e,.must.contain.integer.values.. |
| 81280 | 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e | .......size.:.int.or.tuple.of.in |
| 812a0 | 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 | ts,.optional.............Output. |
| 812c0 | 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 | shape...If.the.given.shape.is,.e |
| 812e0 | 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 | .g.,.``(m,.n,.k)``,.then........ |
| 81300 | 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 | .....``m.*.n.*.k``.samples.are.d |
| 81320 | 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 | rawn...Default.is.None,.in.which |
| 81340 | 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 | .case.a.............single.value |
| 81360 | 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 | .is.returned..........dtype.:.dt |
| 81380 | 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 | ype,.optional.............Desire |
| 813a0 | 64 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2e 20 42 79 74 65 6f 72 64 65 72 | d.dtype.of.the.result..Byteorder |
| 813c0 | 20 6d 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 | .must.be.native..............The |
| 813e0 | 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e 69 6e 74 36 34 2e 0a 20 20 20 20 | .default.value.is.np.int64...... |
| 81400 | 20 20 20 20 65 6e 64 70 6f 69 6e 74 20 3a 20 62 6f 6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 | ....endpoint.:.bool,.optional... |
| 81420 | 20 20 20 20 20 20 20 20 20 20 49 66 20 74 72 75 65 2c 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 74 | ..........If.true,.sample.from.t |
| 81440 | 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 6c 6f 77 2c 20 68 69 67 68 5d 20 69 6e 73 74 65 61 64 20 | he.interval.[low,.high].instead. |
| 81460 | 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 65 66 61 75 6c 74 20 5b 6c 6f 77 2c | of.the.............default.[low, |
| 81480 | 20 68 69 67 68 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 66 61 75 6c 74 73 20 74 6f 20 46 | .high).............Defaults.to.F |
| 814a0 | 61 6c 73 65 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | alse..........Returns.........-- |
| 814c0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 69 6e 74 20 6f 72 20 6e 64 61 72 72 | -----.........out.:.int.or.ndarr |
| 814e0 | 61 79 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 73 69 7a 65 60 2d 73 68 | ay.of.ints.............`size`-sh |
| 81500 | 61 70 65 64 20 61 72 72 61 79 20 6f 66 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 | aped.array.of.random.integers.fr |
| 81520 | 6f 6d 20 74 68 65 20 61 70 70 72 6f 70 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 | om.the.appropriate.............d |
| 81540 | 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 20 61 20 73 69 6e 67 6c 65 20 73 75 63 68 20 72 61 | istribution,.or.a.single.such.ra |
| 81560 | 6e 64 6f 6d 20 69 6e 74 20 69 66 20 60 73 69 7a 65 60 20 6e 6f 74 20 70 72 6f 76 69 64 65 64 2e | ndom.int.if.`size`.not.provided. |
| 81580 | 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 | ..........Notes.........-----... |
| 815a0 | 20 20 20 20 20 20 57 68 65 6e 20 75 73 69 6e 67 20 62 72 6f 61 64 63 61 73 74 69 6e 67 20 77 69 | ......When.using.broadcasting.wi |
| 815c0 | 74 68 20 75 69 6e 74 36 34 20 64 74 79 70 65 73 2c 20 74 68 65 20 6d 61 78 69 6d 75 6d 20 76 61 | th.uint64.dtypes,.the.maximum.va |
| 815e0 | 6c 75 65 20 28 32 2a 2a 36 34 29 0a 20 20 20 20 20 20 20 20 63 61 6e 6e 6f 74 20 62 65 20 72 65 | lue.(2**64).........cannot.be.re |
| 81600 | 70 72 65 73 65 6e 74 65 64 20 61 73 20 61 20 73 74 61 6e 64 61 72 64 20 69 6e 74 65 67 65 72 20 | presented.as.a.standard.integer. |
| 81620 | 74 79 70 65 2e 20 54 68 65 20 68 69 67 68 20 61 72 72 61 79 20 28 6f 72 0a 20 20 20 20 20 20 20 | type..The.high.array.(or........ |
| 81640 | 20 6c 6f 77 20 69 66 20 68 69 67 68 20 69 73 20 4e 6f 6e 65 29 20 6d 75 73 74 20 68 61 76 65 20 | .low.if.high.is.None).must.have. |
| 81660 | 6f 62 6a 65 63 74 20 64 74 79 70 65 2c 20 65 2e 67 2e 2c 20 61 72 72 61 79 28 5b 32 2a 2a 36 34 | object.dtype,.e.g.,.array([2**64 |
| 81680 | 5d 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d | ])...........Examples.........-- |
| 816a0 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 | ------.........>>>.rng.=.np.rand |
| 816c0 | 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 | om.default_rng().........>>>.rng |
| 816e0 | 2e 69 6e 74 65 67 65 72 73 28 32 2c 20 73 69 7a 65 3d 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 | .integers(2,.size=10).........ar |
| 81700 | 72 61 79 28 5b 31 2c 20 30 2c 20 30 2c 20 30 2c 20 31 2c 20 31 2c 20 30 2c 20 30 2c 20 31 2c 20 | ray([1,.0,.0,.0,.1,.1,.0,.0,.1,. |
| 81720 | 30 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e | 0])..#.random.........>>>.rng.in |
| 81740 | 74 65 67 65 72 73 28 31 2c 20 73 69 7a 65 3d 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 | tegers(1,.size=10).........array |
| 81760 | 28 5b 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 5d 29 | ([0,.0,.0,.0,.0,.0,.0,.0,.0,.0]) |
| 81780 | 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 32 20 78 20 34 20 61 72 72 61 79 | ..........Generate.a.2.x.4.array |
| 817a0 | 20 6f 66 20 69 6e 74 73 20 62 65 74 77 65 65 6e 20 30 20 61 6e 64 20 34 2c 20 69 6e 63 6c 75 73 | .of.ints.between.0.and.4,.inclus |
| 817c0 | 69 76 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 35 | ive:..........>>>.rng.integers(5 |
| 817e0 | 2c 20 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 34 | ,.size=(2,.4)).........array([[4 |
| 81800 | 2c 20 30 2c 20 32 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 32 | ,.0,.2,.1],................[3,.2 |
| 81820 | 2c 20 32 2c 20 30 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e | ,.2,.0]])..#.random..........Gen |
| 81840 | 65 72 61 74 65 20 61 20 31 20 78 20 33 20 61 72 72 61 79 20 77 69 74 68 20 33 20 64 69 66 66 65 | erate.a.1.x.3.array.with.3.diffe |
| 81860 | 72 65 6e 74 20 75 70 70 65 72 20 62 6f 75 6e 64 73 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 | rent.upper.bounds..........>>>.r |
| 81880 | 6e 67 2e 69 6e 74 65 67 65 72 73 28 31 2c 20 5b 33 2c 20 35 2c 20 31 30 5d 29 0a 20 20 20 20 20 | ng.integers(1,.[3,.5,.10])...... |
| 818a0 | 20 20 20 61 72 72 61 79 28 5b 32 2c 20 32 2c 20 39 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 | ...array([2,.2,.9])..#.random... |
| 818c0 | 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 31 20 62 79 20 33 20 61 72 72 61 79 20 77 | .......Generate.a.1.by.3.array.w |
| 818e0 | 69 74 68 20 33 20 64 69 66 66 65 72 65 6e 74 20 6c 6f 77 65 72 20 62 6f 75 6e 64 73 0a 0a 20 20 | ith.3.different.lower.bounds.... |
| 81900 | 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 5b 31 2c 20 35 2c 20 37 5d | ......>>>.rng.integers([1,.5,.7] |
| 81920 | 2c 20 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 39 2c 20 38 2c 20 37 5d 29 20 20 | ,.10).........array([9,.8,.7]).. |
| 81940 | 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 32 20 62 | #.random..........Generate.a.2.b |
| 81960 | 79 20 34 20 61 72 72 61 79 20 75 73 69 6e 67 20 62 72 6f 61 64 63 61 73 74 69 6e 67 20 77 69 74 | y.4.array.using.broadcasting.wit |
| 81980 | 68 20 64 74 79 70 65 20 6f 66 20 75 69 6e 74 38 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e | h.dtype.of.uint8..........>>>.rn |
| 819a0 | 67 2e 69 6e 74 65 67 65 72 73 28 5b 31 2c 20 33 2c 20 35 2c 20 37 5d 2c 20 5b 5b 31 30 5d 2c 20 | g.integers([1,.3,.5,.7],.[[10],. |
| 819c0 | 5b 32 30 5d 5d 2c 20 64 74 79 70 65 3d 6e 70 2e 75 69 6e 74 38 29 0a 20 20 20 20 20 20 20 20 61 | [20]],.dtype=np.uint8).........a |
| 819e0 | 72 72 61 79 28 5b 5b 20 38 2c 20 20 36 2c 20 20 39 2c 20 20 37 5d 2c 0a 20 20 20 20 20 20 20 20 | rray([[.8,..6,..9,..7],......... |
| 81a00 | 20 20 20 20 20 20 20 5b 20 31 2c 20 31 36 2c 20 20 39 2c 20 31 32 5d 5d 2c 20 64 74 79 70 65 3d | .......[.1,.16,..9,.12]],.dtype= |
| 81a20 | 75 69 6e 74 38 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 | uint8)..#.random..........Refere |
| 81a40 | 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | nces.........----------......... |
| 81a60 | 2e 2e 20 5b 31 5d 20 44 61 6e 69 65 6c 20 4c 65 6d 69 72 65 2e 2c 20 22 46 61 73 74 20 52 61 6e | ...[1].Daniel.Lemire.,."Fast.Ran |
| 81a80 | 64 6f 6d 20 49 6e 74 65 67 65 72 20 47 65 6e 65 72 61 74 69 6f 6e 20 69 6e 20 61 6e 20 49 6e 74 | dom.Integer.Generation.in.an.Int |
| 81aa0 | 65 72 76 61 6c 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 41 43 4d 20 54 72 61 6e 73 | erval",................ACM.Trans |
| 81ac0 | 61 63 74 69 6f 6e 73 20 6f 6e 20 4d 6f 64 65 6c 69 6e 67 20 61 6e 64 20 43 6f 6d 70 75 74 65 72 | actions.on.Modeling.and.Computer |
| 81ae0 | 20 53 69 6d 75 6c 61 74 69 6f 6e 20 32 39 20 28 31 29 2c 20 32 30 31 39 2c 0a 20 20 20 20 20 20 | .Simulation.29.(1),.2019,....... |
| 81b00 | 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 61 72 78 69 76 2e 6f 72 67 2f 61 62 73 2f 31 38 | .........http://arxiv.org/abs/18 |
| 81b20 | 30 35 2e 31 30 39 34 31 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 | 05.10941........................ |
| 81b40 | 0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 63 61 6c 65 3d 31 2e 30 2c 20 | .........exponential(scale=1.0,. |
| 81b60 | 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 | size=None)..........Draw.samples |
| 81b80 | 20 66 72 6f 6d 20 61 6e 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | .from.an.exponential.distributio |
| 81ba0 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 73 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | n...........Its.probability.dens |
| 81bc0 | 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 | ity.function.is.............math |
| 81be0 | 3a 3a 20 66 28 78 3b 20 5c 66 72 61 63 7b 31 7d 7b 5c 62 65 74 61 7d 29 20 3d 20 5c 66 72 61 63 | ::.f(x;.\frac{1}{\beta}).=.\frac |
| 81c00 | 7b 31 7d 7b 5c 62 65 74 61 7d 20 5c 65 78 70 28 2d 5c 66 72 61 63 7b 78 7d 7b 5c 62 65 74 61 7d | {1}{\beta}.\exp(-\frac{x}{\beta} |
| 81c20 | 29 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20 60 60 78 20 3e 20 30 60 60 20 61 6e 64 20 30 20 | ),..........for.``x.>.0``.and.0. |
| 81c40 | 65 6c 73 65 77 68 65 72 65 2e 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20 | elsewhere..:math:`\beta`.is.the. |
| 81c60 | 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c 0a 20 20 20 20 20 20 20 20 77 68 69 63 68 20 69 | scale.parameter,.........which.i |
| 81c80 | 73 20 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20 72 61 74 65 20 70 61 72 61 6d 65 | s.the.inverse.of.the.rate.parame |
| 81ca0 | 74 65 72 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 20 3d 20 31 2f 5c 62 65 74 61 60 2e 0a 20 | ter.:math:`\lambda.=.1/\beta`... |
| 81cc0 | 20 20 20 20 20 20 20 54 68 65 20 72 61 74 65 20 70 61 72 61 6d 65 74 65 72 20 69 73 20 61 6e 20 | .......The.rate.parameter.is.an. |
| 81ce0 | 61 6c 74 65 72 6e 61 74 69 76 65 2c 20 77 69 64 65 6c 79 20 75 73 65 64 20 70 61 72 61 6d 65 74 | alternative,.widely.used.paramet |
| 81d00 | 65 72 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 66 20 74 68 65 20 65 78 70 6f 6e 65 6e | erization.........of.the.exponen |
| 81d20 | 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 5b 33 5d 5f 2e 0a 0a 20 20 20 20 20 20 20 | tial.distribution.[3]_.......... |
| 81d40 | 20 54 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | .The.exponential.distribution.is |
| 81d60 | 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 61 6e 61 6c 6f 67 75 65 20 6f 66 20 74 68 65 0a 20 20 | .a.continuous.analogue.of.the... |
| 81d80 | 20 20 20 20 20 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 49 | ......geometric.distribution...I |
| 81da0 | 74 20 64 65 73 63 72 69 62 65 73 20 6d 61 6e 79 20 63 6f 6d 6d 6f 6e 20 73 69 74 75 61 74 69 6f | t.describes.many.common.situatio |
| 81dc0 | 6e 73 2c 20 73 75 63 68 20 61 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 69 7a 65 20 6f 66 20 | ns,.such.as.........the.size.of. |
| 81de0 | 72 61 69 6e 64 72 6f 70 73 20 6d 65 61 73 75 72 65 64 20 6f 76 65 72 20 6d 61 6e 79 20 72 61 69 | raindrops.measured.over.many.rai |
| 81e00 | 6e 73 74 6f 72 6d 73 20 5b 31 5d 5f 2c 20 6f 72 20 74 68 65 20 74 69 6d 65 0a 20 20 20 20 20 20 | nstorms.[1]_,.or.the.time....... |
| 81e20 | 20 20 62 65 74 77 65 65 6e 20 70 61 67 65 20 72 65 71 75 65 73 74 73 20 74 6f 20 57 69 6b 69 70 | ..between.page.requests.to.Wikip |
| 81e40 | 65 64 69 61 20 5b 32 5d 5f 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 | edia.[2]_...........Parameters.. |
| 81e60 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 | .......----------.........scale. |
| 81e80 | 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a | :.float.or.array_like.of.floats. |
| 81ea0 | 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c | ............The.scale.parameter, |
| 81ec0 | 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61 20 3d 20 31 2f 5c 6c 61 6d 62 64 61 60 2e 20 4d 75 73 74 | .:math:`\beta.=.1/\lambda`..Must |
| 81ee0 | 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 | .be.............non-negative.... |
| 81f00 | 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 | ......size.:.int.or.tuple.of.int |
| 81f20 | 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 | s,.optional.............Output.s |
| 81f40 | 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e | hape...If.the.given.shape.is,.e. |
| 81f60 | 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 | g.,.``(m,.n,.k)``,.then......... |
| 81f80 | 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | ....``m.*.n.*.k``.samples.are.dr |
| 81fa0 | 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 | awn...If.size.is.``None``.(defau |
| 81fc0 | 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 | lt),.............a.single.value. |
| 81fe0 | 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 73 63 61 6c 65 60 60 20 69 73 20 61 20 73 63 | is.returned.if.``scale``.is.a.sc |
| 82000 | 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 | alar...Otherwise,.............`` |
| 82020 | 6e 70 2e 61 72 72 61 79 28 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 | np.array(scale).size``.samples.a |
| 82040 | 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 | re.drawn...........Returns...... |
| 82060 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 | ...-------.........out.:.ndarray |
| 82080 | 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d | .or.scalar.............Drawn.sam |
| 820a0 | 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 65 78 70 6f | ples.from.the.parameterized.expo |
| 820c0 | 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 | nential.distribution...........R |
| 820e0 | 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | eferences.........----------.... |
| 82100 | 20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 65 79 74 6f 6e 20 5a 2e 20 50 65 65 62 6c 65 73 20 4a 72 | ........[1].Peyton.Z..Peebles.Jr |
| 82120 | 2e 2c 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c 20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65 | .,."Probability,.Random.Variable |
| 82140 | 73 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 20 53 69 67 6e | s.and................Random.Sign |
| 82160 | 61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c 20 34 74 68 20 65 64 2c 20 32 30 30 31 2c 20 70 2e | al.Principles",.4th.ed,.2001,.p. |
| 82180 | 20 35 37 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 | .57.............[2].Wikipedia,." |
| 821a0 | 50 6f 69 73 73 6f 6e 20 70 72 6f 63 65 73 73 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | Poisson.process",............... |
| 821c0 | 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 | .https://en.wikipedia.org/wiki/P |
| 821e0 | 6f 69 73 73 6f 6e 5f 70 72 6f 63 65 73 73 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 | oisson_process............[3].Wi |
| 82200 | 6b 69 70 65 64 69 61 2c 20 22 45 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 | kipedia,."Exponential.distributi |
| 82220 | 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 | on",................https://en.w |
| 82240 | 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 45 78 70 6f 6e 65 6e 74 69 61 6c 5f 64 69 | ikipedia.org/wiki/Exponential_di |
| 82260 | 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 | stribution...................... |
| 82280 | 0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e | .........hypergeometric(ngood,.n |
| 822a0 | 62 61 64 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 | bad,.nsample,.size=None)........ |
| 822c0 | 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 48 79 70 65 72 67 65 6f 6d 65 | ..Draw.samples.from.a.Hypergeome |
| 822e0 | 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 | tric.distribution...........Samp |
| 82300 | 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 68 79 70 65 72 67 65 6f 6d 65 74 | les.are.drawn.from.a.hypergeomet |
| 82320 | 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a | ric.distribution.with.specified. |
| 82340 | 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 67 6f 6f 64 60 20 28 77 61 79 | ........parameters,.`ngood`.(way |
| 82360 | 73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e 29 2c 20 60 6e 62 | s.to.make.a.good.selection),.`nb |
| 82380 | 61 64 60 20 28 77 61 79 73 20 74 6f 20 6d 61 6b 65 0a 20 20 20 20 20 20 20 20 61 20 62 61 64 20 | ad`.(ways.to.make.........a.bad. |
| 823a0 | 73 65 6c 65 63 74 69 6f 6e 29 2c 20 61 6e 64 20 60 6e 73 61 6d 70 6c 65 60 20 28 6e 75 6d 62 65 | selection),.and.`nsample`.(numbe |
| 823c0 | 72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c 65 64 2c 20 77 68 69 63 68 20 69 73 20 6c 65 73 | r.of.items.sampled,.which.is.les |
| 823e0 | 73 0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f 72 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 73 | s.........than.or.equal.to.the.s |
| 82400 | 75 6d 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 | um.``ngood.+.nbad``)...........P |
| 82420 | 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | arameters.........----------.... |
| 82440 | 20 20 20 20 20 6e 67 6f 6f 64 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f | .....ngood.:.int.or.array_like.o |
| 82460 | 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 77 61 79 | f.ints.............Number.of.way |
| 82480 | 73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e 2e 20 20 4d 75 73 | s.to.make.a.good.selection...Mus |
| 824a0 | 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 | t.be.nonnegative.and............ |
| 824c0 | 20 6c 65 73 73 20 74 68 61 6e 20 31 30 2a 2a 39 2e 0a 20 20 20 20 20 20 20 20 6e 62 61 64 20 3a | .less.than.10**9..........nbad.: |
| 824e0 | 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 | .int.or.array_like.of.ints...... |
| 82500 | 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 77 61 79 73 20 74 6f 20 6d 61 6b 65 20 61 20 | .......Number.of.ways.to.make.a. |
| 82520 | 62 61 64 20 73 65 6c 65 63 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 | bad.selection...Must.be.nonnegat |
| 82540 | 69 76 65 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 6c 65 73 73 20 74 68 61 6e 20 31 30 | ive.and.............less.than.10 |
| 82560 | 2a 2a 39 2e 0a 20 20 20 20 20 20 20 20 6e 73 61 6d 70 6c 65 20 3a 20 69 6e 74 20 6f 72 20 61 72 | **9..........nsample.:.int.or.ar |
| 82580 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d | ray_like.of.ints.............Num |
| 825a0 | 62 65 72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c 65 64 2e 20 20 4d 75 73 74 20 62 65 20 6e | ber.of.items.sampled...Must.be.n |
| 825c0 | 6f 6e 6e 65 67 61 74 69 76 65 20 61 6e 64 20 6c 65 73 73 20 74 68 61 6e 0a 20 20 20 20 20 20 20 | onnegative.and.less.than........ |
| 825e0 | 20 20 20 20 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 60 60 2e 0a 20 20 20 20 20 20 20 20 73 | .....``ngood.+.nbad``..........s |
| 82600 | 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 | ize.:.int.or.tuple.of.ints,.opti |
| 82620 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 | onal.............Output.shape... |
| 82640 | 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 | If.the.given.shape.is,.e.g.,.``( |
| 82660 | 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d | m,.n,.k)``,.then.............``m |
| 82680 | 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 | .*.n.*.k``.samples.are.drawn...I |
| 826a0 | 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 | f.size.is.``None``.(default),... |
| 826c0 | 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 | ..........a.single.value.is.retu |
| 826e0 | 72 6e 65 64 20 69 66 20 60 6e 67 6f 6f 64 60 2c 20 60 6e 62 61 64 60 2c 20 61 6e 64 20 60 6e 73 | rned.if.`ngood`,.`nbad`,.and.`ns |
| 82700 | 61 6d 70 6c 65 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 | ample`.............are.all.scala |
| 82720 | 72 73 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e | rs...Otherwise,.``np.broadcast(n |
| 82740 | 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 6c 65 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 | good,.nbad,.nsample).size``..... |
| 82760 | 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 | ........samples.are.drawn....... |
| 82780 | 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ....Returns.........-------..... |
| 827a0 | 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 | ....out.:.ndarray.or.scalar..... |
| 827c0 | 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 | ........Drawn.samples.from.the.p |
| 827e0 | 61 72 61 6d 65 74 65 72 69 7a 65 64 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 | arameterized.hypergeometric.dist |
| 82800 | 72 69 62 75 74 69 6f 6e 2e 20 45 61 63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c | ribution..Each.............sampl |
| 82820 | 65 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 67 6f 6f 64 20 69 74 65 6d 73 20 77 69 | e.is.the.number.of.good.items.wi |
| 82840 | 74 68 69 6e 20 61 20 72 61 6e 64 6f 6d 6c 79 20 73 65 6c 65 63 74 65 64 20 73 75 62 73 65 74 20 | thin.a.randomly.selected.subset. |
| 82860 | 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a 65 20 60 6e 73 61 6d 70 6c 65 60 20 74 61 | of.............size.`nsample`.ta |
| 82880 | 6b 65 6e 20 66 72 6f 6d 20 61 20 73 65 74 20 6f 66 20 60 6e 67 6f 6f 64 60 20 67 6f 6f 64 20 69 | ken.from.a.set.of.`ngood`.good.i |
| 828a0 | 74 65 6d 73 20 61 6e 64 20 60 6e 62 61 64 60 20 62 61 64 20 69 74 65 6d 73 2e 0a 0a 20 20 20 20 | tems.and.`nbad`.bad.items....... |
| 828c0 | 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....See.Also.........--------... |
| 828e0 | 20 20 20 20 20 20 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 | ......multivariate_hypergeometri |
| 82900 | 63 20 3a 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76 | c.:.Draw.samples.from.the.multiv |
| 82920 | 61 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 | ariate.............hypergeometri |
| 82940 | 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 | c.distribution..........scipy.st |
| 82960 | 61 74 73 2e 68 79 70 65 72 67 65 6f 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | ats.hypergeom.:.probability.dens |
| 82980 | 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 | ity.function,.distribution.or... |
| 829a0 | 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e | ..........cumulative.density.fun |
| 829c0 | 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 | ction,.etc...........Notes...... |
| 829e0 | 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 | ...-----.........The.probability |
| 82a00 | 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 | .density.for.the.Hypergeometric. |
| 82a20 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 | distribution.is.............math |
| 82a40 | 3a 3a 20 50 28 78 29 20 3d 20 5c 66 72 61 63 7b 5c 62 69 6e 6f 6d 7b 67 7d 7b 78 7d 5c 62 69 6e | ::.P(x).=.\frac{\binom{g}{x}\bin |
| 82a60 | 6f 6d 7b 62 7d 7b 6e 2d 78 7d 7d 7b 5c 62 69 6e 6f 6d 7b 67 2b 62 7d 7b 6e 7d 7d 2c 0a 0a 20 20 | om{b}{n-x}}{\binom{g+b}{n}},.... |
| 82a80 | 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 30 20 5c 6c 65 20 78 20 5c 6c 65 20 6e | ......where.:math:`0.\le.x.\le.n |
| 82aa0 | 60 20 61 6e 64 20 3a 6d 61 74 68 3a 60 6e 2d 62 20 5c 6c 65 20 78 20 5c 6c 65 20 67 60 0a 0a 20 | `.and.:math:`n-b.\le.x.\le.g`... |
| 82ac0 | 20 20 20 20 20 20 20 66 6f 72 20 50 28 78 29 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | .......for.P(x).the.probability. |
| 82ae0 | 6f 66 20 60 60 78 60 60 20 67 6f 6f 64 20 72 65 73 75 6c 74 73 20 69 6e 20 74 68 65 20 64 72 61 | of.``x``.good.results.in.the.dra |
| 82b00 | 77 6e 20 73 61 6d 70 6c 65 2c 0a 20 20 20 20 20 20 20 20 67 20 3d 20 60 6e 67 6f 6f 64 60 2c 20 | wn.sample,.........g.=.`ngood`,. |
| 82b20 | 62 20 3d 20 60 6e 62 61 64 60 2c 20 61 6e 64 20 6e 20 3d 20 60 6e 73 61 6d 70 6c 65 60 2e 0a 0a | b.=.`nbad`,.and.n.=.`nsample`... |
| 82b40 | 20 20 20 20 20 20 20 20 43 6f 6e 73 69 64 65 72 20 61 6e 20 75 72 6e 20 77 69 74 68 20 62 6c 61 | ........Consider.an.urn.with.bla |
| 82b60 | 63 6b 20 61 6e 64 20 77 68 69 74 65 20 6d 61 72 62 6c 65 73 20 69 6e 20 69 74 2c 20 60 6e 67 6f | ck.and.white.marbles.in.it,.`ngo |
| 82b80 | 6f 64 60 20 6f 66 20 74 68 65 6d 0a 20 20 20 20 20 20 20 20 61 72 65 20 62 6c 61 63 6b 20 61 6e | od`.of.them.........are.black.an |
| 82ba0 | 64 20 60 6e 62 61 64 60 20 61 72 65 20 77 68 69 74 65 2e 20 49 66 20 79 6f 75 20 64 72 61 77 20 | d.`nbad`.are.white..If.you.draw. |
| 82bc0 | 60 6e 73 61 6d 70 6c 65 60 20 62 61 6c 6c 73 20 77 69 74 68 6f 75 74 0a 20 20 20 20 20 20 20 20 | `nsample`.balls.without......... |
| 82be0 | 72 65 70 6c 61 63 65 6d 65 6e 74 2c 20 74 68 65 6e 20 74 68 65 20 68 79 70 65 72 67 65 6f 6d 65 | replacement,.then.the.hypergeome |
| 82c00 | 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64 65 73 63 72 69 62 65 73 20 74 68 65 0a | tric.distribution.describes.the. |
| 82c20 | 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 62 6c 61 63 6b 20 62 61 | ........distribution.of.black.ba |
| 82c40 | 6c 6c 73 20 69 6e 20 74 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 | lls.in.the.drawn.sample......... |
| 82c60 | 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | ..Note.that.this.distribution.is |
| 82c80 | 20 76 65 72 79 20 73 69 6d 69 6c 61 72 20 74 6f 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 0a 20 20 | .very.similar.to.the.binomial... |
| 82ca0 | 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 65 78 63 65 70 74 20 74 68 61 74 20 | ......distribution,.except.that. |
| 82cc0 | 69 6e 20 74 68 69 73 20 63 61 73 65 2c 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 | in.this.case,.samples.are.drawn. |
| 82ce0 | 77 69 74 68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 6d 65 6e 74 2c 20 77 68 65 | without.........replacement,.whe |
| 82d00 | 72 65 61 73 20 69 6e 20 74 68 65 20 42 69 6e 6f 6d 69 61 6c 20 63 61 73 65 20 73 61 6d 70 6c 65 | reas.in.the.Binomial.case.sample |
| 82d20 | 73 20 61 72 65 20 64 72 61 77 6e 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63 65 | s.are.drawn.with.........replace |
| 82d40 | 6d 65 6e 74 20 28 6f 72 20 74 68 65 20 73 61 6d 70 6c 65 20 73 70 61 63 65 20 69 73 20 69 6e 66 | ment.(or.the.sample.space.is.inf |
| 82d60 | 69 6e 69 74 65 29 2e 20 41 73 20 74 68 65 20 73 61 6d 70 6c 65 20 73 70 61 63 65 0a 20 20 20 20 | inite)..As.the.sample.space..... |
| 82d80 | 20 20 20 20 62 65 63 6f 6d 65 73 20 6c 61 72 67 65 2c 20 74 68 69 73 20 64 69 73 74 72 69 62 75 | ....becomes.large,.this.distribu |
| 82da0 | 74 69 6f 6e 20 61 70 70 72 6f 61 63 68 65 73 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 2e 0a 0a 20 | tion.approaches.the.binomial.... |
| 82dc0 | 20 20 20 20 20 20 20 54 68 65 20 61 72 67 75 6d 65 6e 74 73 20 60 6e 67 6f 6f 64 60 20 61 6e 64 | .......The.arguments.`ngood`.and |
| 82de0 | 20 60 6e 62 61 64 60 20 65 61 63 68 20 6d 75 73 74 20 62 65 20 6c 65 73 73 20 74 68 61 6e 20 60 | .`nbad`.each.must.be.less.than.` |
| 82e00 | 31 30 2a 2a 39 60 2e 20 46 6f 72 0a 20 20 20 20 20 20 20 20 65 78 74 72 65 6d 65 6c 79 20 6c 61 | 10**9`..For.........extremely.la |
| 82e20 | 72 67 65 20 61 72 67 75 6d 65 6e 74 73 2c 20 74 68 65 20 61 6c 67 6f 72 69 74 68 6d 20 74 68 61 | rge.arguments,.the.algorithm.tha |
| 82e40 | 74 20 69 73 20 75 73 65 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 74 68 65 0a 20 20 20 20 20 20 20 | t.is.used.to.compute.the........ |
| 82e60 | 20 73 61 6d 70 6c 65 73 20 5b 34 5d 5f 20 62 72 65 61 6b 73 20 64 6f 77 6e 20 62 65 63 61 75 73 | .samples.[4]_.breaks.down.becaus |
| 82e80 | 65 20 6f 66 20 6c 6f 73 73 20 6f 66 20 70 72 65 63 69 73 69 6f 6e 20 69 6e 20 66 6c 6f 61 74 69 | e.of.loss.of.precision.in.floati |
| 82ea0 | 6e 67 20 70 6f 69 6e 74 0a 20 20 20 20 20 20 20 20 63 61 6c 63 75 6c 61 74 69 6f 6e 73 2e 20 20 | ng.point.........calculations... |
| 82ec0 | 46 6f 72 20 73 75 63 68 20 6c 61 72 67 65 20 76 61 6c 75 65 73 2c 20 69 66 20 60 6e 73 61 6d 70 | For.such.large.values,.if.`nsamp |
| 82ee0 | 6c 65 60 20 69 73 20 6e 6f 74 20 61 6c 73 6f 20 6c 61 72 67 65 2c 0a 20 20 20 20 20 20 20 20 74 | le`.is.not.also.large,.........t |
| 82f00 | 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 20 61 70 70 72 6f 78 69 6d 61 | he.distribution.can.be.approxima |
| 82f20 | 74 65 64 20 77 69 74 68 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 | ted.with.the.binomial.distributi |
| 82f40 | 6f 6e 2c 0a 20 20 20 20 20 20 20 20 60 62 69 6e 6f 6d 69 61 6c 28 6e 3d 6e 73 61 6d 70 6c 65 2c | on,.........`binomial(n=nsample, |
| 82f60 | 20 70 3d 6e 67 6f 6f 64 2f 28 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 29 29 60 2e 0a 0a 20 20 20 20 | .p=ngood/(ngood.+.nbad))`....... |
| 82f80 | 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d | ....References.........--------- |
| 82fa0 | 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e | -............[1].Lentner,.Marvin |
| 82fc0 | 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 | ,."Elementary.Applied.Statistics |
| 82fe0 | 22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69 | ",.Bogden................and.Qui |
| 83000 | 67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 | gley,.1972.............[2].Weiss |
| 83020 | 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 44 69 | tein,.Eric.W.."Hypergeometric.Di |
| 83040 | 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | stribution.".From............... |
| 83060 | 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 | .MathWorld--A.Wolfram.Web.Resour |
| 83080 | 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f | ce.................http://mathwo |
| 830a0 | 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 44 69 | rld.wolfram.com/HypergeometricDi |
| 830c0 | 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 | stribution.html............[3].W |
| 830e0 | 69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 | ikipedia,."Hypergeometric.distri |
| 83100 | 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f | bution",................https:// |
| 83120 | 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65 | en.wikipedia.org/wiki/Hypergeome |
| 83140 | 74 72 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d | tric_distribution............[4] |
| 83160 | 20 53 74 61 64 6c 6f 62 65 72 2c 20 45 72 6e 73 74 2c 20 22 54 68 65 20 72 61 74 69 6f 20 6f 66 | .Stadlober,.Ernst,."The.ratio.of |
| 83180 | 20 75 6e 69 66 6f 72 6d 73 20 61 70 70 72 6f 61 63 68 20 66 6f 72 20 67 65 6e 65 72 61 74 69 6e | .uniforms.approach.for.generatin |
| 831a0 | 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73 63 72 65 74 65 20 72 61 6e 64 6f 6d | g................discrete.random |
| 831c0 | 20 76 61 72 69 61 74 65 73 22 2c 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 43 6f 6d 70 75 74 61 74 69 | .variates",.Journal.of.Computati |
| 831e0 | 6f 6e 61 6c 20 61 6e 64 20 41 70 70 6c 69 65 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | onal.and.Applied................ |
| 83200 | 4d 61 74 68 65 6d 61 74 69 63 73 2c 20 33 31 2c 20 70 70 2e 20 31 38 31 2d 31 38 39 20 28 31 39 | Mathematics,.31,.pp..181-189.(19 |
| 83220 | 39 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d | 90)...........Examples.........- |
| 83240 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f | -------.........Draw.samples.fro |
| 83260 | 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | m.the.distribution:..........>>> |
| 83280 | 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 | .rng.=.np.random.default_rng().. |
| 832a0 | 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 20 3d 20 | .......>>>.ngood,.nbad,.nsamp.=. |
| 832c0 | 31 30 30 2c 20 32 2c 20 31 30 0a 20 20 20 20 20 20 20 20 23 20 6e 75 6d 62 65 72 20 6f 66 20 67 | 100,.2,.10.........#.number.of.g |
| 832e0 | 6f 6f 64 2c 20 6e 75 6d 62 65 72 20 6f 66 20 62 61 64 2c 20 61 6e 64 20 6e 75 6d 62 65 72 20 6f | ood,.number.of.bad,.and.number.o |
| 83300 | 66 20 73 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 68 79 | f.samples.........>>>.s.=.rng.hy |
| 83320 | 70 65 72 67 65 6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 2c | pergeometric(ngood,.nbad,.nsamp, |
| 83340 | 20 31 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f 74 6c | .1000).........>>>.from.matplotl |
| 83360 | 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f 72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20 3e 3e | ib.pyplot.import.hist.........>> |
| 83380 | 3e 20 68 69 73 74 28 73 29 0a 20 20 20 20 20 20 20 20 23 20 20 20 6e 6f 74 65 20 74 68 61 74 20 | >.hist(s).........#...note.that. |
| 833a0 | 69 74 20 69 73 20 76 65 72 79 20 75 6e 6c 69 6b 65 6c 79 20 74 6f 20 67 72 61 62 20 62 6f 74 68 | it.is.very.unlikely.to.grab.both |
| 833c0 | 20 62 61 64 20 69 74 65 6d 73 0a 0a 20 20 20 20 20 20 20 20 53 75 70 70 6f 73 65 20 79 6f 75 20 | .bad.items..........Suppose.you. |
| 833e0 | 68 61 76 65 20 61 6e 20 75 72 6e 20 77 69 74 68 20 31 35 20 77 68 69 74 65 20 61 6e 64 20 31 35 | have.an.urn.with.15.white.and.15 |
| 83400 | 20 62 6c 61 63 6b 20 6d 61 72 62 6c 65 73 2e 0a 20 20 20 20 20 20 20 20 49 66 20 79 6f 75 20 70 | .black.marbles..........If.you.p |
| 83420 | 75 6c 6c 20 31 35 20 6d 61 72 62 6c 65 73 20 61 74 20 72 61 6e 64 6f 6d 2c 20 68 6f 77 20 6c 69 | ull.15.marbles.at.random,.how.li |
| 83440 | 6b 65 6c 79 20 69 73 20 69 74 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 31 32 20 6f 72 20 6d 6f | kely.is.it.that.........12.or.mo |
| 83460 | 72 65 20 6f 66 20 74 68 65 6d 20 61 72 65 20 6f 6e 65 20 63 6f 6c 6f 72 3f 0a 0a 20 20 20 20 20 | re.of.them.are.one.color?....... |
| 83480 | 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 31 35 | ...>>>.s.=.rng.hypergeometric(15 |
| 834a0 | 2c 20 31 35 2c 20 31 35 2c 20 31 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 | ,.15,.15,.100000).........>>>.su |
| 834c0 | 6d 28 73 3e 3d 31 32 29 2f 31 30 30 30 30 30 2e 20 2b 20 73 75 6d 28 73 3c 3d 33 29 2f 31 30 30 | m(s>=12)/100000..+.sum(s<=3)/100 |
| 834e0 | 30 30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 20 20 61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 | 000..........#...answer.=.0.003. |
| 83500 | 2e 2e 2e 20 70 72 65 74 74 79 20 75 6e 6c 69 6b 65 6c 79 21 0a 0a 20 20 20 20 20 20 20 20 00 00 | ....pretty.unlikely!............ |
| 83520 | 0a 20 20 20 20 20 20 20 20 6c 6f 67 69 73 74 69 63 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 | .........logistic(loc=0.0,.scale |
| 83540 | 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 | =1.0,.size=None)..........Draw.s |
| 83560 | 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f 67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74 | amples.from.a.logistic.distribut |
| 83580 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 | ion...........Samples.are.drawn. |
| 835a0 | 66 72 6f 6d 20 61 20 6c 6f 67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 | from.a.logistic.distribution.wit |
| 835c0 | 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 | h.specified.........parameters,. |
| 835e0 | 6c 6f 63 20 28 6c 6f 63 61 74 69 6f 6e 20 6f 72 20 6d 65 61 6e 2c 20 61 6c 73 6f 20 6d 65 64 69 | loc.(location.or.mean,.also.medi |
| 83600 | 61 6e 29 2c 20 61 6e 64 20 73 63 61 6c 65 20 28 3e 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 | an),.and.scale.(>0)...........Pa |
| 83620 | 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | rameters.........----------..... |
| 83640 | 20 20 20 20 6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 | ....loc.:.float.or.array_like.of |
| 83660 | 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 | .floats,.optional.............Pa |
| 83680 | 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 | rameter.of.the.distribution..Def |
| 836a0 | 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 | ault.is.0..........scale.:.float |
| 836c0 | 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e | .or.array_like.of.floats,.option |
| 836e0 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 | al.............Parameter.of.the. |
| 83700 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 | distribution..Must.be.non-negati |
| 83720 | 76 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 0a 20 20 | ve..............Default.is.1.... |
| 83740 | 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 | ......size.:.int.or.tuple.of.int |
| 83760 | 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 | s,.optional.............Output.s |
| 83780 | 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e | hape...If.the.given.shape.is,.e. |
| 837a0 | 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 | g.,.``(m,.n,.k)``,.then......... |
| 837c0 | 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | ....``m.*.n.*.k``.samples.are.dr |
| 837e0 | 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 | awn...If.size.is.``None``.(defau |
| 83800 | 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 | lt),.............a.single.value. |
| 83820 | 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 | is.returned.if.``loc``.and.``sca |
| 83840 | 6c 65 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 | le``.are.both.scalars........... |
| 83860 | 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 | ...Otherwise,.``np.broadcast(loc |
| 83880 | 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 | ,.scale).size``.samples.are.draw |
| 838a0 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | n...........Returns.........---- |
| 838c0 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 | ---.........out.:.ndarray.or.sca |
| 838e0 | 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 | lar.............Drawn.samples.fr |
| 83900 | 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 69 73 74 69 63 20 64 69 | om.the.parameterized.logistic.di |
| 83920 | 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 | stribution...........See.Also... |
| 83940 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 | ......--------.........scipy.sta |
| 83960 | 74 73 2e 6c 6f 67 69 73 74 69 63 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 | ts.logistic.:.probability.densit |
| 83980 | 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 | y.function,.distribution.or..... |
| 839a0 | 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 | ........cumulative.density.funct |
| 839c0 | 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 | ion,.etc...........Notes........ |
| 839e0 | 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 | .-----.........The.probability.d |
| 83a00 | 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 4c 6f 67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 | ensity.for.the.Logistic.distribu |
| 83a20 | 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 29 20 | tion.is.............math::.P(x). |
| 83a40 | 3d 20 50 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b 2d 28 78 2d 5c 6d 75 29 2f 73 7d 7d 7b 73 | =.P(x).=.\frac{e^{-(x-\mu)/s}}{s |
| 83a60 | 28 31 2b 65 5e 7b 2d 28 78 2d 5c 6d 75 29 2f 73 7d 29 5e 32 7d 2c 0a 0a 20 20 20 20 20 20 20 20 | (1+e^{-(x-\mu)/s})^2},.......... |
| 83a80 | 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 3d 20 6c 6f 63 61 74 69 6f 6e 20 61 6e 64 | where.:math:`\mu`.=.location.and |
| 83aa0 | 20 3a 6d 61 74 68 3a 60 73 60 20 3d 20 73 63 61 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 | .:math:`s`.=.scale...........The |
| 83ac0 | 20 4c 6f 67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 20 69 | .Logistic.distribution.is.used.i |
| 83ae0 | 6e 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 70 72 6f 62 6c 65 6d 73 20 77 68 65 72 65 20 69 | n.Extreme.Value.problems.where.i |
| 83b00 | 74 0a 20 20 20 20 20 20 20 20 63 61 6e 20 61 63 74 20 61 73 20 61 20 6d 69 78 74 75 72 65 20 6f | t.........can.act.as.a.mixture.o |
| 83b20 | 66 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 69 6e 20 45 70 69 64 65 | f.Gumbel.distributions,.in.Epide |
| 83b40 | 6d 69 6f 6c 6f 67 79 2c 20 61 6e 64 20 62 79 0a 20 20 20 20 20 20 20 20 74 68 65 20 57 6f 72 6c | miology,.and.by.........the.Worl |
| 83b60 | 64 20 43 68 65 73 73 20 46 65 64 65 72 61 74 69 6f 6e 20 28 46 49 44 45 29 20 77 68 65 72 65 20 | d.Chess.Federation.(FIDE).where. |
| 83b80 | 69 74 20 69 73 20 75 73 65 64 20 69 6e 20 74 68 65 20 45 6c 6f 20 72 61 6e 6b 69 6e 67 0a 20 20 | it.is.used.in.the.Elo.ranking... |
| 83ba0 | 20 20 20 20 20 20 73 79 73 74 65 6d 2c 20 61 73 73 75 6d 69 6e 67 20 74 68 65 20 70 65 72 66 6f | ......system,.assuming.the.perfo |
| 83bc0 | 72 6d 61 6e 63 65 20 6f 66 20 65 61 63 68 20 70 6c 61 79 65 72 20 69 73 20 61 20 6c 6f 67 69 73 | rmance.of.each.player.is.a.logis |
| 83be0 | 74 69 63 61 6c 6c 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 65 64 20 72 61 6e 64 | tically.........distributed.rand |
| 83c00 | 6f 6d 20 76 61 72 69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 | om.variable...........References |
| 83c20 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | .........----------............[ |
| 83c40 | 31 5d 20 52 65 69 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 20 4d 2e 20 28 32 | 1].Reiss,.R.-D..and.Thomas.M..(2 |
| 83c60 | 30 30 31 29 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 0a 20 | 001),."Statistical.Analysis.of.. |
| 83c80 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 73 2c 20 66 72 | ..............Extreme.Values,.fr |
| 83ca0 | 6f 6d 20 49 6e 73 75 72 61 6e 63 65 2c 20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c 6f 67 79 | om.Insurance,.Finance,.Hydrology |
| 83cc0 | 20 61 6e 64 20 4f 74 68 65 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 69 65 6c 64 73 | .and.Other................Fields |
| 83ce0 | 2c 22 20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 | ,".Birkhauser.Verlag,.Basel,.pp. |
| 83d00 | 31 33 32 2d 31 33 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 | 132-133.............[2].Weisstei |
| 83d20 | 6e 2c 20 45 72 69 63 20 57 2e 20 22 4c 6f 67 69 73 74 69 63 20 44 69 73 74 72 69 62 75 74 69 6f | n,.Eric.W.."Logistic.Distributio |
| 83d40 | 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c | n.".From................MathWorl |
| 83d60 | 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 | d--A.Wolfram.Web.Resource....... |
| 83d80 | 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 | ..........http://mathworld.wolfr |
| 83da0 | 61 6d 2e 63 6f 6d 2f 4c 6f 67 69 73 74 69 63 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c | am.com/LogisticDistribution.html |
| 83dc0 | 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4c 6f 67 69 | ............[3].Wikipedia,."Logi |
| 83de0 | 73 74 69 63 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | stic-distribution",............. |
| 83e00 | 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 | ...https://en.wikipedia.org/wiki |
| 83e20 | 2f 4c 6f 67 69 73 74 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 | /Logistic_distribution.......... |
| 83e40 | 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | Examples.........--------....... |
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| 83f00 | 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e | plotlib.pyplot.as.plt.........>> |
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| 83f40 | 74 28 73 2c 20 62 69 6e 73 3d 35 30 29 0a 0a 20 20 20 20 20 20 20 20 23 20 20 20 70 6c 6f 74 20 | t(s,.bins=50)..........#...plot. |
| 83f60 | 61 67 61 69 6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 3e 3e | against.distribution..........>> |
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| 84000 | 76 61 6c 20 3d 20 6c 6f 67 69 73 74 28 62 69 6e 73 2c 20 6c 6f 63 2c 20 73 63 61 6c 65 29 0a 20 | val.=.logist(bins,.loc,.scale).. |
| 84020 | 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 6c 67 73 74 5f 76 | .......>>>.plt.plot(bins,.lgst_v |
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| 84080 | 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 67 65 6f 6d 65 74 72 | .........................geometr |
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| 84140 | 61 69 6c 75 72 65 20 28 61 6e 20 65 78 61 6d 70 6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78 | ailure.(an.example.of.such.an.ex |
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| 84180 | 6f 69 6e 29 2e 20 20 54 68 65 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f | oin)...The.geometric.distributio |
| 841a0 | 6e 20 6d 6f 64 65 6c 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 0a 20 20 | n.models.the.number.of.trials... |
| 841c0 | 20 20 20 20 20 20 74 68 61 74 20 6d 75 73 74 20 62 65 20 72 75 6e 20 69 6e 20 6f 72 64 65 72 20 | ......that.must.be.run.in.order. |
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| 84260 | 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 | s.function.of.the.geometric.dist |
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| 849e0 | 54 68 65 20 61 72 72 61 79 2c 20 6c 69 73 74 20 6f 72 20 6d 75 74 61 62 6c 65 20 73 65 71 75 65 | The.array,.list.or.mutable.seque |
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| 84a20 | 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 | .:.int,.optional.............The |
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| 84de0 | 20 28 69 6e 63 6c 75 64 65 73 20 6c 6f 77 2c 20 62 75 74 20 65 78 63 6c 75 64 65 73 20 68 69 67 | .(includes.low,.but.excludes.hig |
| 84e00 | 68 29 2e 20 20 49 6e 20 6f 74 68 65 72 20 77 6f 72 64 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 79 | h)...In.other.words,.........any |
| 84e20 | 20 76 61 6c 75 65 20 77 69 74 68 69 6e 20 74 68 65 20 67 69 76 65 6e 20 69 6e 74 65 72 76 61 6c | .value.within.the.given.interval |
| 84e40 | 20 69 73 20 65 71 75 61 6c 6c 79 20 6c 69 6b 65 6c 79 20 74 6f 20 62 65 20 64 72 61 77 6e 0a 20 | .is.equally.likely.to.be.drawn.. |
| 84e60 | 20 20 20 20 20 20 20 62 79 20 60 75 6e 69 66 6f 72 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 | .......by.`uniform`...........Pa |
| 84e80 | 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | rameters.........----------..... |
| 84ea0 | 20 20 20 20 6c 6f 77 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 | ....low.:.float.or.array_like.of |
| 84ec0 | 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c 6f | .floats,.optional.............Lo |
| 84ee0 | 77 65 72 20 62 6f 75 6e 64 61 72 79 20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e 74 65 72 | wer.boundary.of.the.output.inter |
| 84f00 | 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c 75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77 69 6c 6c 20 | val...All.values.generated.will. |
| 84f20 | 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 6f 72 20 65 | be.............greater.than.or.e |
| 84f40 | 71 75 61 6c 20 74 6f 20 6c 6f 77 2e 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 | qual.to.low...The.default.value. |
| 84f60 | 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 68 69 67 68 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 | is.0..........high.:.float.or.ar |
| 84f80 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 55 | ray_like.of.floats.............U |
| 84fa0 | 70 70 65 72 20 62 6f 75 6e 64 61 72 79 20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e 74 65 | pper.boundary.of.the.output.inte |
| 84fc0 | 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c 75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77 69 6c 6c | rval...All.values.generated.will |
| 84fe0 | 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6c 65 73 73 20 74 68 61 6e 20 68 69 67 68 2e 20 | .be.............less.than.high.. |
| 85000 | 20 54 68 65 20 68 69 67 68 20 6c 69 6d 69 74 20 6d 61 79 20 62 65 20 69 6e 63 6c 75 64 65 64 20 | .The.high.limit.may.be.included. |
| 85020 | 69 6e 20 74 68 65 20 72 65 74 75 72 6e 65 64 20 61 72 72 61 79 20 6f 66 20 0a 20 20 20 20 20 20 | in.the.returned.array.of........ |
| 85040 | 20 20 20 20 20 20 66 6c 6f 61 74 73 20 64 75 65 20 74 6f 20 66 6c 6f 61 74 69 6e 67 2d 70 6f 69 | ......floats.due.to.floating-poi |
| 85060 | 6e 74 20 72 6f 75 6e 64 69 6e 67 20 69 6e 20 74 68 65 20 65 71 75 61 74 69 6f 6e 20 0a 20 20 20 | nt.rounding.in.the.equation..... |
| 85080 | 20 20 20 20 20 20 20 20 20 60 60 6c 6f 77 20 2b 20 28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72 61 | .........``low.+.(high-low).*.ra |
| 850a0 | 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60 2e 20 20 68 69 67 68 20 2d 20 6c 6f 77 20 6d 75 73 | ndom_sample()``...high.-.low.mus |
| 850c0 | 74 20 62 65 20 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 20 | t.be..............non-negative.. |
| 850e0 | 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 31 2e 30 2e 0a 20 20 20 20 20 | .The.default.value.is.1.0....... |
| 85100 | 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 | ...size.:.int.or.tuple.of.ints,. |
| 85120 | 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 | optional.............Output.shap |
| 85140 | 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c | e...If.the.given.shape.is,.e.g., |
| 85160 | 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 | .``(m,.n,.k)``,.then............ |
| 85180 | 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e | .``m.*.n.*.k``.samples.are.drawn |
| 851a0 | 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 | ...If.size.is.``None``.(default) |
| 851c0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 | ,.............a.single.value.is. |
| 851e0 | 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 77 60 60 20 61 6e 64 20 60 60 68 69 67 68 60 60 | returned.if.``low``.and.``high`` |
| 85200 | 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f | .are.both.scalars..............O |
| 85220 | 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 77 2c 20 68 69 | therwise,.``np.broadcast(low,.hi |
| 85240 | 67 68 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 | gh).size``.samples.are.drawn.... |
| 85260 | 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 | .......Returns.........-------.. |
| 85280 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 | .......out.:.ndarray.or.scalar.. |
| 852a0 | 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | ...........Drawn.samples.from.th |
| 852c0 | 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 | e.parameterized.uniform.distribu |
| 852e0 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 | tion...........See.Also......... |
| 85300 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67 65 72 73 20 3a 20 44 69 73 63 | --------.........integers.:.Disc |
| 85320 | 72 65 74 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 79 69 65 6c 64 | rete.uniform.distribution,.yield |
| 85340 | 69 6e 67 20 69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 20 3a 20 46 | ing.integers..........random.:.F |
| 85360 | 6c 6f 61 74 73 20 75 6e 69 66 6f 72 6d 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65 72 | loats.uniformly.distributed.over |
| 85380 | 20 60 60 5b 30 2c 20 31 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | .``[0,.1)``...........Notes..... |
| 853a0 | 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 | ....-----.........The.probabilit |
| 853c0 | 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 75 6e 69 66 6f 72 | y.density.function.of.the.unifor |
| 853e0 | 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 | m.distribution.is.............ma |
| 85400 | 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 62 20 2d 20 61 7d 0a 0a 20 20 20 | th::.p(x).=.\frac{1}{b.-.a}..... |
| 85420 | 20 20 20 20 20 61 6e 79 77 68 65 72 65 20 77 69 74 68 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 | .....anywhere.within.the.interva |
| 85440 | 6c 20 60 60 5b 61 2c 20 62 29 60 60 2c 20 61 6e 64 20 7a 65 72 6f 20 65 6c 73 65 77 68 65 72 65 | l.``[a,.b)``,.and.zero.elsewhere |
| 85460 | 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 60 68 69 67 68 60 60 20 3d 3d 20 60 60 6c 6f | ...........When.``high``.==.``lo |
| 85480 | 77 60 60 2c 20 76 61 6c 75 65 73 20 6f 66 20 60 60 6c 6f 77 60 60 20 77 69 6c 6c 20 62 65 20 72 | w``,.values.of.``low``.will.be.r |
| 854a0 | 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 | eturned...........Examples...... |
| 854c0 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 | ...--------.........Draw.samples |
| 854e0 | 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 | .from.the.distribution:......... |
| 85500 | 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 | .>>>.s.=.np.random.default_rng() |
| 85520 | 2e 75 6e 69 66 6f 72 6d 28 2d 31 2c 30 2c 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 41 6c 6c | .uniform(-1,0,1000)..........All |
| 85540 | 20 76 61 6c 75 65 73 20 61 72 65 20 77 69 74 68 69 6e 20 74 68 65 20 67 69 76 65 6e 20 69 6e 74 | .values.are.within.the.given.int |
| 85560 | 65 72 76 61 6c 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 61 6c 6c 28 73 20 3e 3d 20 | erval:..........>>>.np.all(s.>=. |
| 85580 | 2d 31 29 0a 20 20 20 20 20 20 20 20 54 72 75 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e | -1).........True.........>>>.np. |
| 855a0 | 61 6c 6c 28 73 20 3c 20 30 29 0a 20 20 20 20 20 20 20 20 54 72 75 65 0a 0a 20 20 20 20 20 20 20 | all(s.<.0).........True......... |
| 855c0 | 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 | .Display.the.histogram.of.the.sa |
| 855e0 | 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 | mples,.along.with.the.........pr |
| 85600 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 | obability.density.function:..... |
| 85620 | 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f | .....>>>.import.matplotlib.pyplo |
| 85640 | 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 | t.as.plt.........>>>.count,.bins |
| 85660 | 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 31 35 2c 20 64 65 6e 73 | ,.ignored.=.plt.hist(s,.15,.dens |
| 85680 | 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 | ity=True).........>>>.plt.plot(b |
| 856a0 | 69 6e 73 2c 20 6e 70 2e 6f 6e 65 73 5f 6c 69 6b 65 28 62 69 6e 73 29 2c 20 6c 69 6e 65 77 69 64 | ins,.np.ones_like(bins),.linewid |
| 856c0 | 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | th=2,.color='r').........>>>.plt |
| 856e0 | 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .show()......................... |
| 85700 | c8 cb 07 80 01 00 00 00 90 59 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........Y...................... |
| 85720 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 85740 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 b0 d8 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 85760 | 0a 20 20 20 20 20 20 20 20 64 69 72 69 63 68 6c 65 74 28 61 6c 70 68 61 2c 20 73 69 7a 65 3d 4e | .........dirichlet(alpha,.size=N |
| 85780 | 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 | one)..........Draw.samples.from. |
| 857a0 | 74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | the.Dirichlet.distribution...... |
| 857c0 | 20 20 20 20 20 44 72 61 77 20 60 73 69 7a 65 60 20 73 61 6d 70 6c 65 73 20 6f 66 20 64 69 6d 65 | .....Draw.`size`.samples.of.dime |
| 857e0 | 6e 73 69 6f 6e 20 6b 20 66 72 6f 6d 20 61 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 | nsion.k.from.a.Dirichlet.distrib |
| 85800 | 75 74 69 6f 6e 2e 20 41 0a 20 20 20 20 20 20 20 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 | ution..A.........Dirichlet-distr |
| 85820 | 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 20 63 61 6e 20 62 65 20 73 65 | ibuted.random.variable.can.be.se |
| 85840 | 65 6e 20 61 73 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 67 65 6e | en.as.a.multivariate.........gen |
| 85860 | 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 61 20 42 65 74 61 20 64 69 73 74 72 69 62 75 74 69 | eralization.of.a.Beta.distributi |
| 85880 | 6f 6e 2e 20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 | on..The.Dirichlet.distribution.. |
| 858a0 | 20 20 20 20 20 20 20 69 73 20 61 20 63 6f 6e 6a 75 67 61 74 65 20 70 72 69 6f 72 20 6f 66 20 61 | .......is.a.conjugate.prior.of.a |
| 858c0 | 20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 6e 20 42 61 79 | .multinomial.distribution.in.Bay |
| 858e0 | 65 73 69 61 6e 0a 20 20 20 20 20 20 20 20 69 6e 66 65 72 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 | esian.........inference......... |
| 85900 | 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a | ..Parameters.........----------. |
| 85920 | 20 20 20 20 20 20 20 20 61 6c 70 68 61 20 3a 20 73 65 71 75 65 6e 63 65 20 6f 66 20 66 6c 6f 61 | ........alpha.:.sequence.of.floa |
| 85940 | 74 73 2c 20 6c 65 6e 67 74 68 20 6b 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 | ts,.length.k.............Paramet |
| 85960 | 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6c 65 6e 67 74 68 20 60 | er.of.the.distribution.(length.` |
| 85980 | 60 6b 60 60 20 66 6f 72 20 73 61 6d 70 6c 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 6c | `k``.for.sample.of.............l |
| 859a0 | 65 6e 67 74 68 20 60 60 6b 60 60 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 | ength.``k``)..........size.:.int |
| 859c0 | 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 | .or.tuple.of.ints,.optional..... |
| 859e0 | 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 | ........Output.shape...If.the.gi |
| 85a00 | 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 29 60 60 2c 20 | ven.shape.is,.e.g.,.``(m,.n)``,. |
| 85a20 | 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 | then.............``m.*.n.*.k``.s |
| 85a40 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f | amples.are.drawn...Default.is.No |
| 85a60 | 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ne,.in.which.case.a............. |
| 85a80 | 76 65 63 74 6f 72 20 6f 66 20 6c 65 6e 67 74 68 20 60 60 6b 60 60 20 69 73 20 72 65 74 75 72 6e | vector.of.length.``k``.is.return |
| 85aa0 | 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | ed...........Returns.........--- |
| 85ac0 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64 61 72 72 61 79 2c 0a | ----.........samples.:.ndarray,. |
| 85ae0 | 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f | ............The.drawn.samples,.o |
| 85b00 | 66 20 73 68 61 70 65 20 60 60 28 73 69 7a 65 2c 20 6b 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 | f.shape.``(size,.k)``........... |
| 85b20 | 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 | Raises.........------.........Va |
| 85b40 | 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 79 20 76 61 6c 75 | lueError.............If.any.valu |
| 85b60 | 65 20 69 6e 20 60 60 61 6c 70 68 61 60 60 20 69 73 20 6c 65 73 73 20 74 68 61 6e 20 6f 72 20 65 | e.in.``alpha``.is.less.than.or.e |
| 85b80 | 71 75 61 6c 20 74 6f 20 7a 65 72 6f 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 | qual.to.zero..........Notes..... |
| 85ba0 | 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 | ....-----.........The.Dirichlet. |
| 85bc0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f | distribution.is.a.distribution.o |
| 85be0 | 76 65 72 20 76 65 63 74 6f 72 73 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 78 60 20 74 68 | ver.vectors.........:math:`x`.th |
| 85c00 | 61 74 20 66 75 6c 66 69 6c 20 74 68 65 20 63 6f 6e 64 69 74 69 6f 6e 73 20 3a 6d 61 74 68 3a 60 | at.fulfil.the.conditions.:math:` |
| 85c20 | 78 5f 69 3e 30 60 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 73 75 6d 5f 7b | x_i>0`.and.........:math:`\sum_{ |
| 85c40 | 69 3d 31 7d 5e 6b 20 78 5f 69 20 3d 20 31 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 | i=1}^k.x_i.=.1`...........The.pr |
| 85c60 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 3a 6d 61 74 68 | obability.density.function.:math |
| 85c80 | 3a 60 70 60 20 6f 66 20 61 0a 20 20 20 20 20 20 20 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 | :`p`.of.a.........Dirichlet-dist |
| 85ca0 | 72 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 65 63 74 6f 72 20 3a 6d 61 74 68 3a 60 58 60 20 | ributed.random.vector.:math:`X`. |
| 85cc0 | 69 73 0a 20 20 20 20 20 20 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 6f 0a 0a 20 20 20 20 | is.........proportional.to...... |
| 85ce0 | 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 5c 70 72 6f 70 74 6f 20 5c 70 72 6f 64 | .......math::.p(x).\propto.\prod |
| 85d00 | 5f 7b 69 3d 31 7d 5e 7b 6b 7d 7b 78 5e 7b 5c 61 6c 70 68 61 5f 69 2d 31 7d 5f 69 7d 2c 0a 0a 20 | _{i=1}^{k}{x^{\alpha_i-1}_i},... |
| 85d20 | 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 61 6c 70 68 61 60 20 69 73 20 61 | .......where.:math:`\alpha`.is.a |
| 85d40 | 20 76 65 63 74 6f 72 20 63 6f 6e 74 61 69 6e 69 6e 67 20 74 68 65 20 70 6f 73 69 74 69 76 65 0a | .vector.containing.the.positive. |
| 85d60 | 20 20 20 20 20 20 20 20 63 6f 6e 63 65 6e 74 72 61 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 73 | ........concentration.parameters |
| 85d80 | 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 | ...........The.method.uses.the.f |
| 85da0 | 6f 6c 6c 6f 77 69 6e 67 20 70 72 6f 70 65 72 74 79 20 66 6f 72 20 63 6f 6d 70 75 74 61 74 69 6f | ollowing.property.for.computatio |
| 85dc0 | 6e 3a 20 6c 65 74 20 3a 6d 61 74 68 3a 60 59 60 0a 20 20 20 20 20 20 20 20 62 65 20 61 20 72 61 | n:.let.:math:`Y`.........be.a.ra |
| 85de0 | 6e 64 6f 6d 20 76 65 63 74 6f 72 20 77 68 69 63 68 20 68 61 73 20 63 6f 6d 70 6f 6e 65 6e 74 73 | ndom.vector.which.has.components |
| 85e00 | 20 74 68 61 74 20 66 6f 6c 6c 6f 77 20 61 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 0a 20 20 | .that.follow.a.standard.gamma... |
| 85e20 | 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 74 68 65 6e 20 3a 6d 61 74 68 3a 60 | ......distribution,.then.:math:` |
| 85e40 | 58 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 75 6d 5f 7b 69 3d 31 7d 5e 6b 7b 59 5f 69 7d 7d 20 | X.=.\frac{1}{\sum_{i=1}^k{Y_i}}. |
| 85e60 | 59 60 0a 20 20 20 20 20 20 20 20 69 73 20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72 69 62 75 | Y`.........is.Dirichlet-distribu |
| 85e80 | 74 65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 | ted..........References......... |
| 85ea0 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 | ----------............[1].David. |
| 85ec0 | 4d 63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69 6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 | McKay,."Information.Theory,.Infe |
| 85ee0 | 72 65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | rence.and.Learning.............. |
| 85f00 | 20 20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68 61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 | ..Algorithms,".chapter.23,...... |
| 85f20 | 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f | ..........http://www.inference.o |
| 85f40 | 72 67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c 61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | rg.uk/mackay/itila/............[ |
| 85f60 | 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 | 2].Wikipedia,."Dirichlet.distrib |
| 85f80 | 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 | ution",................https://e |
| 85fa0 | 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 | n.wikipedia.org/wiki/Dirichlet_d |
| 85fc0 | 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 | istribution..........Examples... |
| 85fe0 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e | ......--------.........Taking.an |
| 86000 | 20 65 78 61 6d 70 6c 65 20 63 69 74 65 64 20 69 6e 20 57 69 6b 69 70 65 64 69 61 2c 20 74 68 69 | .example.cited.in.Wikipedia,.thi |
| 86020 | 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 20 75 73 65 64 20 69 66 0a 20 20 | s.distribution.can.be.used.if... |
| 86040 | 20 20 20 20 20 20 6f 6e 65 20 77 61 6e 74 65 64 20 74 6f 20 63 75 74 20 73 74 72 69 6e 67 73 20 | ......one.wanted.to.cut.strings. |
| 86060 | 28 65 61 63 68 20 6f 66 20 69 6e 69 74 69 61 6c 20 6c 65 6e 67 74 68 20 31 2e 30 29 20 69 6e 74 | (each.of.initial.length.1.0).int |
| 86080 | 6f 20 4b 20 70 69 65 63 65 73 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 64 69 66 66 65 72 65 6e | o.K.pieces.........with.differen |
| 860a0 | 74 20 6c 65 6e 67 74 68 73 2c 20 77 68 65 72 65 20 65 61 63 68 20 70 69 65 63 65 20 68 61 64 2c | t.lengths,.where.each.piece.had, |
| 860c0 | 20 6f 6e 20 61 76 65 72 61 67 65 2c 20 61 20 64 65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 | .on.average,.a.designated....... |
| 860e0 | 20 20 61 76 65 72 61 67 65 20 6c 65 6e 67 74 68 2c 20 62 75 74 20 61 6c 6c 6f 77 69 6e 67 20 73 | ..average.length,.but.allowing.s |
| 86100 | 6f 6d 65 20 76 61 72 69 61 74 69 6f 6e 20 69 6e 20 74 68 65 20 72 65 6c 61 74 69 76 65 20 73 69 | ome.variation.in.the.relative.si |
| 86120 | 7a 65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 69 65 63 65 73 2e 0a 0a 20 20 20 20 | zes.of.........the.pieces....... |
| 86140 | 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e | ....>>>.s.=.np.random.default_rn |
| 86160 | 67 28 29 2e 64 69 72 69 63 68 6c 65 74 28 28 31 30 2c 20 35 2c 20 33 29 2c 20 32 30 29 2e 74 72 | g().dirichlet((10,.5,.3),.20).tr |
| 86180 | 61 6e 73 70 6f 73 65 28 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 | anspose()..........>>>.import.ma |
| 861a0 | 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e | tplotlib.pyplot.as.plt.........> |
| 861c0 | 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72 61 6e 67 65 28 32 30 29 2c 20 73 5b 30 5d 29 0a 20 20 20 | >>.plt.barh(range(20),.s[0]).... |
| 861e0 | 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72 61 6e 67 65 28 32 30 29 2c 20 73 5b 31 | .....>>>.plt.barh(range(20),.s[1 |
| 86200 | 5d 2c 20 6c 65 66 74 3d 73 5b 30 5d 2c 20 63 6f 6c 6f 72 3d 27 67 27 29 0a 20 20 20 20 20 20 20 | ],.left=s[0],.color='g')........ |
| 86220 | 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72 61 6e 67 65 28 32 30 29 2c 20 73 5b 32 5d 2c 20 6c | .>>>.plt.barh(range(20),.s[2],.l |
| 86240 | 65 66 74 3d 73 5b 30 5d 2b 73 5b 31 5d 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 | eft=s[0]+s[1],.color='r')....... |
| 86260 | 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65 28 22 4c 65 6e 67 74 68 73 20 6f 66 20 53 74 72 69 | ..>>>.plt.title("Lengths.of.Stri |
| 86280 | 6e 67 73 22 29 0a 0a 20 20 20 20 20 20 20 20 00 0a 20 20 20 20 20 20 20 20 77 61 6c 64 28 6d 65 | ngs")....................wald(me |
| 862a0 | 61 6e 2c 20 73 63 61 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 | an,.scale,.size=None)..........D |
| 862c0 | 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 61 6c 64 2c 20 6f 72 20 69 6e 76 65 | raw.samples.from.a.Wald,.or.inve |
| 862e0 | 72 73 65 20 47 61 75 73 73 69 61 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | rse.Gaussian,.distribution...... |
| 86300 | 20 20 20 20 20 41 73 20 74 68 65 20 73 63 61 6c 65 20 61 70 70 72 6f 61 63 68 65 73 20 69 6e 66 | .....As.the.scale.approaches.inf |
| 86320 | 69 6e 69 74 79 2c 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 62 65 63 6f 6d 65 73 20 | inity,.the.distribution.becomes. |
| 86340 | 6d 6f 72 65 20 6c 69 6b 65 20 61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 2e 20 53 6f | more.like.a.........Gaussian..So |
| 86360 | 6d 65 20 72 65 66 65 72 65 6e 63 65 73 20 63 6c 61 69 6d 20 74 68 61 74 20 74 68 65 20 57 61 6c | me.references.claim.that.the.Wal |
| 86380 | 64 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 | d.is.an.inverse.Gaussian........ |
| 863a0 | 20 77 69 74 68 20 6d 65 61 6e 20 65 71 75 61 6c 20 74 6f 20 31 2c 20 62 75 74 20 74 68 69 73 20 | .with.mean.equal.to.1,.but.this. |
| 863c0 | 69 73 20 62 79 20 6e 6f 20 6d 65 61 6e 73 20 75 6e 69 76 65 72 73 61 6c 2e 0a 0a 20 20 20 20 20 | is.by.no.means.universal........ |
| 863e0 | 20 20 20 54 68 65 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 | ...The.inverse.Gaussian.distribu |
| 86400 | 74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 73 74 75 64 69 65 64 20 69 6e 20 72 65 6c 61 74 69 | tion.was.first.studied.in.relati |
| 86420 | 6f 6e 73 68 69 70 20 74 6f 0a 20 20 20 20 20 20 20 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f | onship.to.........Brownian.motio |
| 86440 | 6e 2e 20 49 6e 20 31 39 35 36 20 4d 2e 43 2e 4b 2e 20 54 77 65 65 64 69 65 20 75 73 65 64 20 74 | n..In.1956.M.C.K..Tweedie.used.t |
| 86460 | 68 65 20 6e 61 6d 65 20 69 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 | he.name.inverse.Gaussian........ |
| 86480 | 20 62 65 63 61 75 73 65 20 74 68 65 72 65 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20 72 65 6c | .because.there.is.an.inverse.rel |
| 864a0 | 61 74 69 6f 6e 73 68 69 70 20 62 65 74 77 65 65 6e 20 74 68 65 20 74 69 6d 65 20 74 6f 20 63 6f | ationship.between.the.time.to.co |
| 864c0 | 76 65 72 20 61 0a 20 20 20 20 20 20 20 20 75 6e 69 74 20 64 69 73 74 61 6e 63 65 20 61 6e 64 20 | ver.a.........unit.distance.and. |
| 864e0 | 64 69 73 74 61 6e 63 65 20 63 6f 76 65 72 65 64 20 69 6e 20 75 6e 69 74 20 74 69 6d 65 2e 0a 0a | distance.covered.in.unit.time... |
| 86500 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........Parameters.........----- |
| 86520 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 | -----.........mean.:.float.or.ar |
| 86540 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 | ray_like.of.floats.............D |
| 86560 | 69 73 74 72 69 62 75 74 69 6f 6e 20 6d 65 61 6e 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 | istribution.mean,.must.be.>.0... |
| 86580 | 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 | .......scale.:.float.or.array_li |
| 865a0 | 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 70 | ke.of.floats.............Scale.p |
| 865c0 | 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 | arameter,.must.be.>.0..........s |
| 865e0 | 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 | ize.:.int.or.tuple.of.ints,.opti |
| 86600 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 | onal.............Output.shape... |
| 86620 | 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 | If.the.given.shape.is,.e.g.,.``( |
| 86640 | 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d | m,.n,.k)``,.then.............``m |
| 86660 | 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 | .*.n.*.k``.samples.are.drawn...I |
| 86680 | 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 | f.size.is.``None``.(default),... |
| 866a0 | 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 | ..........a.single.value.is.retu |
| 866c0 | 72 6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 | rned.if.``mean``.and.``scale``.a |
| 866e0 | 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 | re.both.scalars..............Oth |
| 86700 | 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 63 61 | erwise,.``np.broadcast(mean,.sca |
| 86720 | 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 | le).size``.samples.are.drawn.... |
| 86740 | 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 | .......Returns.........-------.. |
| 86760 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 | .......out.:.ndarray.or.scalar.. |
| 86780 | 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | ...........Drawn.samples.from.th |
| 867a0 | 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 6f | e.parameterized.Wald.distributio |
| 867c0 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a | n...........Notes.........-----. |
| 867e0 | 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 | ........The.probability.density. |
| 86800 | 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 | function.for.the.Wald.distributi |
| 86820 | 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 6d 65 61 | on.is.............math::.P(x;mea |
| 86840 | 6e 2c 73 63 61 6c 65 29 20 3d 20 5c 73 71 72 74 7b 5c 66 72 61 63 7b 73 63 61 6c 65 7d 7b 32 5c | n,scale).=.\sqrt{\frac{scale}{2\ |
| 86860 | 70 69 20 78 5e 33 7d 7d 65 5e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | pi.x^3}}e^...................... |
| 86880 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 2d 73 63 61 6c 65 28 78 2d 6d 65 | ...............\frac{-scale(x-me |
| 868a0 | 61 6e 29 5e 32 7d 7b 32 5c 63 64 6f 74 70 20 6d 65 61 6e 5e 32 78 7d 0a 0a 20 20 20 20 20 20 20 | an)^2}{2\cdotp.mean^2x}......... |
| 868c0 | 20 41 73 20 6e 6f 74 65 64 20 61 62 6f 76 65 20 74 68 65 20 69 6e 76 65 72 73 65 20 47 61 75 73 | .As.noted.above.the.inverse.Gaus |
| 868e0 | 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 66 69 72 73 74 20 61 72 69 73 65 0a 20 20 | sian.distribution.first.arise... |
| 86900 | 20 20 20 20 20 20 66 72 6f 6d 20 61 74 74 65 6d 70 74 73 20 74 6f 20 6d 6f 64 65 6c 20 42 72 6f | ......from.attempts.to.model.Bro |
| 86920 | 77 6e 69 61 6e 20 6d 6f 74 69 6f 6e 2e 20 49 74 20 69 73 20 61 6c 73 6f 20 61 0a 20 20 20 20 20 | wnian.motion..It.is.also.a...... |
| 86940 | 20 20 20 63 6f 6d 70 65 74 69 74 6f 72 20 74 6f 20 74 68 65 20 57 65 69 62 75 6c 6c 20 66 6f 72 | ...competitor.to.the.Weibull.for |
| 86960 | 20 75 73 65 20 69 6e 20 72 65 6c 69 61 62 69 6c 69 74 79 20 6d 6f 64 65 6c 69 6e 67 20 61 6e 64 | .use.in.reliability.modeling.and |
| 86980 | 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 6c 69 6e 67 20 73 74 6f 63 6b 20 72 65 74 75 72 6e 73 20 | .........modeling.stock.returns. |
| 869a0 | 61 6e 64 20 69 6e 74 65 72 65 73 74 20 72 61 74 65 20 70 72 6f 63 65 73 73 65 73 2e 0a 0a 20 20 | and.interest.rate.processes..... |
| 869c0 | 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......References.........------- |
| 869e0 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e 20 57 65 62 73 | ---............[1].Brighton.Webs |
| 86a00 | 20 4c 74 64 2e 2c 20 57 61 6c 64 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 | .Ltd.,.Wald.Distribution,....... |
| 86a20 | 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f 72 67 | .........https://web.archive.org |
| 86a40 | 2f 77 65 62 2f 32 30 30 39 30 34 32 33 30 31 34 30 31 30 2f 68 74 74 70 3a 2f 2f 77 77 77 2e 62 | /web/20090423014010/http://www.b |
| 86a60 | 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 | righton-webs.co.uk:80/distributi |
| 86a80 | 6f 6e 73 2f 77 61 6c 64 2e 61 73 70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 43 68 68 69 | ons/wald.asp............[2].Chhi |
| 86aa0 | 6b 61 72 61 2c 20 52 61 6a 20 53 2e 2c 20 61 6e 64 20 46 6f 6c 6b 73 2c 20 4a 2e 20 4c 65 72 6f | kara,.Raj.S.,.and.Folks,.J..Lero |
| 86ac0 | 79 2c 20 22 54 68 65 20 49 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20 | y,."The.Inverse.Gaussian........ |
| 86ae0 | 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 3a 20 54 68 65 6f 72 79 20 3a 20 4d | ........Distribution:.Theory.:.M |
| 86b00 | 65 74 68 6f 64 6f 6c 6f 67 79 2c 20 61 6e 64 20 41 70 70 6c 69 63 61 74 69 6f 6e 73 22 2c 20 43 | ethodology,.and.Applications",.C |
| 86b20 | 52 43 20 50 72 65 73 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 38 38 2e 0a 20 | RC.Press,................1988... |
| 86b40 | 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 49 6e 76 65 72 73 | ..........[3].Wikipedia,."Invers |
| 86b60 | 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 | e.Gaussian.distribution"........ |
| 86b80 | 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 | ........https://en.wikipedia.org |
| 86ba0 | 2f 77 69 6b 69 2f 49 6e 76 65 72 73 65 5f 47 61 75 73 73 69 61 6e 5f 64 69 73 74 72 69 62 75 74 | /wiki/Inverse_Gaussian_distribut |
| 86bc0 | 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d | ion..........Examples.........-- |
| 86be0 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 | ------.........Draw.values.from. |
| 86c00 | 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69 | the.distribution.and.plot.the.hi |
| 86c20 | 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 | stogram:..........>>>.import.mat |
| 86c40 | 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e | plotlib.pyplot.as.plt.........>> |
| 86c60 | 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 | >.h.=.plt.hist(np.random.default |
| 86c80 | 5f 72 6e 67 28 29 2e 77 61 6c 64 28 33 2c 20 32 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d | _rng().wald(3,.2,.100000),.bins= |
| 86ca0 | 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 | 200,.density=True).........>>>.p |
| 86cc0 | 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 | lt.show()....................... |
| 86ce0 | 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e | .........binomial(n,.p,.size=Non |
| 86d00 | 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 | e)..........Draw.samples.from.a. |
| 86d20 | 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 | binomial.distribution........... |
| 86d40 | 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 62 69 6e 6f 6d 69 61 | Samples.are.drawn.from.a.binomia |
| 86d60 | 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 | l.distribution.with.specified... |
| 86d80 | 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 6e 20 74 72 69 61 6c 73 20 61 6e 64 20 70 | ......parameters,.n.trials.and.p |
| 86da0 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 0a 20 20 | .probability.of.success.where... |
| 86dc0 | 20 20 20 20 20 20 6e 20 61 6e 20 69 6e 74 65 67 65 72 20 3e 3d 20 30 20 61 6e 64 20 70 20 69 73 | ......n.an.integer.>=.0.and.p.is |
| 86de0 | 20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 31 5d 2e 20 28 6e 20 6d 61 79 20 62 | .in.the.interval.[0,1]..(n.may.b |
| 86e00 | 65 0a 20 20 20 20 20 20 20 20 69 6e 70 75 74 20 61 73 20 61 20 66 6c 6f 61 74 2c 20 62 75 74 20 | e.........input.as.a.float,.but. |
| 86e20 | 69 74 20 69 73 20 74 72 75 6e 63 61 74 65 64 20 74 6f 20 61 6e 20 69 6e 74 65 67 65 72 20 69 6e | it.is.truncated.to.an.integer.in |
| 86e40 | 20 75 73 65 29 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | .use)..........Parameters....... |
| 86e60 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 20 6f 72 20 | ..----------.........n.:.int.or. |
| 86e80 | 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 | array_like.of.ints.............P |
| 86ea0 | 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d | arameter.of.the.distribution,.>= |
| 86ec0 | 20 30 2e 20 46 6c 6f 61 74 73 20 61 72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64 2c 0a 20 20 | .0..Floats.are.also.accepted,... |
| 86ee0 | 20 20 20 20 20 20 20 20 20 20 62 75 74 20 74 68 65 79 20 77 69 6c 6c 20 62 65 20 74 72 75 6e 63 | ..........but.they.will.be.trunc |
| 86f00 | 61 74 65 64 20 74 6f 20 69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c | ated.to.integers..........p.:.fl |
| 86f20 | 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 | oat.or.array_like.of.floats..... |
| 86f40 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 | ........Parameter.of.the.distrib |
| 86f60 | 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a | ution,.>=.0.and.<=1..........siz |
| 86f80 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 86fa0 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 86fc0 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 86fe0 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 87000 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 | .n.*.k``.samples.are.drawn...If. |
| 87020 | 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 | size.is.``None``.(default),..... |
| 87040 | 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e | ........a.single.value.is.return |
| 87060 | 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 | ed.if.``n``.and.``p``.are.both.s |
| 87080 | 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 | calars..............Otherwise,.` |
| 870a0 | 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | `np.broadcast(n,.p).size``.sampl |
| 870c0 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 870e0 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 87100 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 87120 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 87140 | 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 77 68 65 72 65 0a 20 20 20 | binomial.distribution,.where.... |
| 87160 | 20 20 20 20 20 20 20 20 20 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f | .........each.sample.is.equal.to |
| 87180 | 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65 72 20 74 68 | .the.number.of.successes.over.th |
| 871a0 | 65 20 6e 20 74 72 69 61 6c 73 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 | e.n.trials...........See.Also... |
| 871c0 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 | ......--------.........scipy.sta |
| 871e0 | 74 73 2e 62 69 6e 6f 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 | ts.binom.:.probability.density.f |
| 87200 | 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 | unction,.distribution.or........ |
| 87220 | 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e | .....cumulative.density.function |
| 87240 | 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d | ,.etc...........Notes.........-- |
| 87260 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | ---.........The.probability.dens |
| 87280 | 69 74 79 20 66 6f 72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | ity.for.the.binomial.distributio |
| 872a0 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 4e 29 20 3d 20 5c | n.is.............math::.P(N).=.\ |
| 872c0 | 62 69 6e 6f 6d 7b 6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e 2d 4e 7d 2c 0a 0a 20 20 20 20 | binom{n}{N}p^N(1-p)^{n-N},...... |
| 872e0 | 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 | ....where.:math:`n`.is.the.numbe |
| 87300 | 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 3a 6d 61 74 68 3a 60 70 60 20 69 73 20 74 68 65 20 70 72 | r.of.trials,.:math:`p`.is.the.pr |
| 87320 | 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 6f 66 20 73 75 63 63 65 73 73 2c 20 61 6e | obability.........of.success,.an |
| 87340 | 64 20 3a 6d 61 74 68 3a 60 4e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 | d.:math:`N`.is.the.number.of.suc |
| 87360 | 63 65 73 73 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 65 73 74 69 6d 61 74 69 6e 67 | cesses...........When.estimating |
| 87380 | 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66 20 61 20 70 72 6f 70 6f 72 74 | .the.standard.error.of.a.proport |
| 873a0 | 69 6f 6e 20 69 6e 20 61 20 70 6f 70 75 6c 61 74 69 6f 6e 20 62 79 0a 20 20 20 20 20 20 20 20 75 | ion.in.a.population.by.........u |
| 873c0 | 73 69 6e 67 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20 74 68 65 20 6e 6f 72 6d 61 6c | sing.a.random.sample,.the.normal |
| 873e0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65 6c 6c 20 75 6e 6c 65 73 73 20 | .distribution.works.well.unless. |
| 87400 | 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a 6e 20 3c 3d 35 2c 20 77 68 65 | the.........product.p*n.<=5,.whe |
| 87420 | 72 65 20 70 20 3d 20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70 6f 72 74 69 6f 6e 20 65 73 74 | re.p.=.population.proportion.est |
| 87440 | 69 6d 61 74 65 2c 20 61 6e 64 20 6e 20 3d 0a 20 20 20 20 20 20 20 20 6e 75 6d 62 65 72 20 6f 66 | imate,.and.n.=.........number.of |
| 87460 | 20 73 61 6d 70 6c 65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68 65 20 62 69 6e 6f | .samples,.in.which.case.the.bino |
| 87480 | 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 0a 20 20 20 20 20 20 | mial.distribution.is.used....... |
| 874a0 | 20 20 69 6e 73 74 65 61 64 2e 20 46 6f 72 20 65 78 61 6d 70 6c 65 2c 20 61 20 73 61 6d 70 6c 65 | ..instead..For.example,.a.sample |
| 874c0 | 20 6f 66 20 31 35 20 70 65 6f 70 6c 65 20 73 68 6f 77 73 20 34 20 77 68 6f 20 61 72 65 20 6c 65 | .of.15.people.shows.4.who.are.le |
| 874e0 | 66 74 0a 20 20 20 20 20 20 20 20 68 61 6e 64 65 64 2c 20 61 6e 64 20 31 31 20 77 68 6f 20 61 72 | ft.........handed,.and.11.who.ar |
| 87500 | 65 20 72 69 67 68 74 20 68 61 6e 64 65 64 2e 20 54 68 65 6e 20 70 20 3d 20 34 2f 31 35 20 3d 20 | e.right.handed..Then.p.=.4/15.=. |
| 87520 | 32 37 25 2e 20 30 2e 32 37 2a 31 35 20 3d 20 34 2c 0a 20 20 20 20 20 20 20 20 73 6f 20 74 68 65 | 27%..0.27*15.=.4,.........so.the |
| 87540 | 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 68 6f 75 6c 64 20 62 65 | .binomial.distribution.should.be |
| 87560 | 20 75 73 65 64 20 69 6e 20 74 68 69 73 20 63 61 73 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 | .used.in.this.case...........Ref |
| 87580 | 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | erences.........----------...... |
| 875a0 | 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e 74 72 | ......[1].Dalgaard,.Peter,."Intr |
| 875c0 | 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69 73 74 69 63 73 20 77 69 74 68 20 52 22 2c 0a 20 20 20 | oductory.Statistics.with.R",.... |
| 875e0 | 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2d 56 65 72 6c 61 67 2c 20 32 30 30 | ............Springer-Verlag,.200 |
| 87600 | 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 6e 74 6f | 2.............[2].Glantz,.Stanto |
| 87620 | 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 2e 22 2c | n.A.."Primer.of.Biostatistics.", |
| 87640 | 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 69 66 | .McGraw-Hill,................Fif |
| 87660 | 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d | th.Edition,.2002.............[3] |
| 87680 | 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 | .Lentner,.Marvin,."Elementary.Ap |
| 876a0 | 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20 | plied.Statistics",.Bogden....... |
| 876c0 | 20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20 | .........and.Quigley,.1972...... |
| 876e0 | 20 20 20 20 2e 2e 20 5b 34 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 42 | .......[4].Weisstein,.Eric.W.."B |
| 87700 | 69 6e 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 | inomial.Distribution.".From.Math |
| 87720 | 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 | World--A................Wolfram. |
| 87740 | 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 | Web.Resource.................htt |
| 87760 | 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 42 69 6e 6f 6d 69 | p://mathworld.wolfram.com/Binomi |
| 87780 | 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | alDistribution.html............[ |
| 877a0 | 35 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 42 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 | 5].Wikipedia,."Binomial.distribu |
| 877c0 | 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e | tion",................https://en |
| 877e0 | 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 42 69 6e 6f 6d 69 61 6c 5f 64 69 73 | .wikipedia.org/wiki/Binomial_dis |
| 87800 | 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 | tribution..........Examples..... |
| 87820 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 | ....--------.........Draw.sample |
| 87840 | 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 | s.from.the.distribution:........ |
| 87860 | 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e | ..>>>.rng.=.np.random.default_rn |
| 87880 | 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 2c 20 70 20 3d 20 31 30 2c 20 2e 35 20 20 23 | g().........>>>.n,.p.=.10,..5..# |
| 878a0 | 20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f | .number.of.trials,.probability.o |
| 878c0 | 66 20 65 61 63 68 20 74 72 69 61 6c 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 | f.each.trial.........>>>.s.=.rng |
| 878e0 | 2e 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 31 30 30 30 29 0a 20 20 20 20 20 20 20 20 23 20 | .binomial(n,.p,.1000).........#. |
| 87900 | 72 65 73 75 6c 74 20 6f 66 20 66 6c 69 70 70 69 6e 67 20 61 20 63 6f 69 6e 20 31 30 20 74 69 6d | result.of.flipping.a.coin.10.tim |
| 87920 | 65 73 2c 20 74 65 73 74 65 64 20 31 30 30 30 20 74 69 6d 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 | es,.tested.1000.times........... |
| 87940 | 41 20 72 65 61 6c 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 6e 79 20 | A.real.world.example..A.company. |
| 87960 | 64 72 69 6c 6c 73 20 39 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 20 65 78 70 6c 6f 72 61 74 69 6f | drills.9.wild-cat.oil.exploratio |
| 87980 | 6e 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e 20 65 73 | n.........wells,.each.with.an.es |
| 879a0 | 74 69 6d 61 74 65 64 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 6f | timated.probability.of.success.o |
| 879c0 | 66 20 30 2e 31 2e 20 41 6c 6c 20 6e 69 6e 65 0a 20 20 20 20 20 20 20 20 77 65 6c 6c 73 20 66 61 | f.0.1..All.nine.........wells.fa |
| 879e0 | 69 6c 2e 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 74 | il..What.is.the.probability.of.t |
| 87a00 | 68 61 74 20 68 61 70 70 65 6e 69 6e 67 3f 0a 0a 20 20 20 20 20 20 20 20 4c 65 74 27 73 20 64 6f | hat.happening?..........Let's.do |
| 87a20 | 20 32 30 2c 30 30 30 20 74 72 69 61 6c 73 20 6f 66 20 74 68 65 20 6d 6f 64 65 6c 2c 20 61 6e 64 | .20,000.trials.of.the.model,.and |
| 87a40 | 20 63 6f 75 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 67 | .count.the.number.that.........g |
| 87a60 | 65 6e 65 72 61 74 65 20 7a 65 72 6f 20 70 6f 73 69 74 69 76 65 20 72 65 73 75 6c 74 73 2e 0a 0a | enerate.zero.positive.results... |
| 87a80 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 6d 28 72 6e 67 2e 62 69 6e 6f 6d 69 61 6c 28 39 2c 20 | ........>>>.sum(rng.binomial(9,. |
| 87aa0 | 30 2e 31 2c 20 32 30 30 30 30 29 20 3d 3d 20 30 29 2f 32 30 30 30 30 2e 0a 20 20 20 20 20 20 20 | 0.1,.20000).==.0)/20000......... |
| 87ac0 | 20 23 20 61 6e 73 77 65 72 20 3d 20 30 2e 33 38 38 38 35 2c 20 6f 72 20 33 39 25 2e 0a 0a 20 20 | .#.answer.=.0.38885,.or.39%..... |
| 87ae0 | 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 6e 6f | .........................multino |
| 87b00 | 6d 69 61 6c 28 6e 2c 20 70 76 61 6c 73 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 | mial(n,.pvals,.size=None)....... |
| 87b20 | 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6d 75 6c 74 69 6e 6f 6d 69 | ...Draw.samples.from.a.multinomi |
| 87b40 | 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 75 | al.distribution...........The.mu |
| 87b60 | 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 6d 75 6c 74 | ltinomial.distribution.is.a.mult |
| 87b80 | 69 76 61 72 69 61 74 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 | ivariate.generalization.of.the.. |
| 87ba0 | 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 54 | .......binomial.distribution...T |
| 87bc0 | 61 6b 65 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 60 60 | ake.an.experiment.with.one.of.`` |
| 87be0 | 70 60 60 0a 20 20 20 20 20 20 20 20 70 6f 73 73 69 62 6c 65 20 6f 75 74 63 6f 6d 65 73 2e 20 20 | p``.........possible.outcomes... |
| 87c00 | 41 6e 20 65 78 61 6d 70 6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 | An.example.of.such.an.experiment |
| 87c20 | 20 69 73 20 74 68 72 6f 77 69 6e 67 20 61 20 64 69 63 65 2c 0a 20 20 20 20 20 20 20 20 77 68 65 | .is.throwing.a.dice,.........whe |
| 87c40 | 72 65 20 74 68 65 20 6f 75 74 63 6f 6d 65 20 63 61 6e 20 62 65 20 31 20 74 68 72 6f 75 67 68 20 | re.the.outcome.can.be.1.through. |
| 87c60 | 36 2e 20 20 45 61 63 68 20 73 61 6d 70 6c 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 0a 20 | 6...Each.sample.drawn.from.the.. |
| 87c80 | 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 70 72 65 73 65 6e 74 73 20 60 | .......distribution.represents.` |
| 87ca0 | 6e 60 20 73 75 63 68 20 65 78 70 65 72 69 6d 65 6e 74 73 2e 20 20 49 74 73 20 76 61 6c 75 65 73 | n`.such.experiments...Its.values |
| 87cc0 | 2c 0a 20 20 20 20 20 20 20 20 60 60 58 5f 69 20 3d 20 5b 58 5f 30 2c 20 58 5f 31 2c 20 2e 2e 2e | ,.........``X_i.=.[X_0,.X_1,.... |
| 87ce0 | 2c 20 58 5f 70 5d 60 60 2c 20 72 65 70 72 65 73 65 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 6f | ,.X_p]``,.represent.the.number.o |
| 87d00 | 66 20 74 69 6d 65 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 6f 75 74 63 6f 6d 65 20 77 61 73 20 | f.times.the.........outcome.was. |
| 87d20 | 60 60 69 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | ``i``...........Parameters...... |
| 87d40 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 20 6f 72 | ...----------.........n.:.int.or |
| 87d60 | 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .array-like.of.ints............. |
| 87d80 | 4e 75 6d 62 65 72 20 6f 66 20 65 78 70 65 72 69 6d 65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20 70 | Number.of.experiments..........p |
| 87da0 | 76 61 6c 73 20 3a 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 | vals.:.array-like.of.floats..... |
| 87dc0 | 20 20 20 20 20 20 20 20 50 72 6f 62 61 62 69 6c 69 74 69 65 73 20 6f 66 20 65 61 63 68 20 6f 66 | ........Probabilities.of.each.of |
| 87de0 | 20 74 68 65 20 60 60 70 60 60 20 64 69 66 66 65 72 65 6e 74 20 6f 75 74 63 6f 6d 65 73 20 77 69 | .the.``p``.different.outcomes.wi |
| 87e00 | 74 68 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 28 6b 30 2c 20 6b 31 2c 20 | th.shape.............``(k0,.k1,. |
| 87e20 | 2e 2e 2e 2c 20 6b 6e 2c 20 70 29 60 60 2e 20 45 61 63 68 20 65 6c 65 6d 65 6e 74 20 60 60 70 76 | ...,.kn,.p)``..Each.element.``pv |
| 87e40 | 61 6c 73 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60 20 6d 75 73 74 0a 20 20 20 20 20 20 20 20 20 20 | als[i,j,...,:]``.must........... |
| 87e60 | 20 20 73 75 6d 20 74 6f 20 31 20 28 68 6f 77 65 76 65 72 2c 20 74 68 65 20 6c 61 73 74 20 65 6c | ..sum.to.1.(however,.the.last.el |
| 87e80 | 65 6d 65 6e 74 20 69 73 20 61 6c 77 61 79 73 20 61 73 73 75 6d 65 64 20 74 6f 20 61 63 63 6f 75 | ement.is.always.assumed.to.accou |
| 87ea0 | 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 6f 72 20 74 68 65 20 72 65 6d 61 69 6e 69 6e 67 | nt.............for.the.remaining |
| 87ec0 | 20 70 72 6f 62 61 62 69 6c 69 74 79 2c 20 61 73 20 6c 6f 6e 67 20 61 73 0a 20 20 20 20 20 20 20 | .probability,.as.long.as........ |
| 87ee0 | 20 20 20 20 20 60 60 73 75 6d 28 70 76 61 6c 73 5b 2e 2e 2e 2c 20 3a 2d 31 5d 2c 20 61 78 69 73 | .....``sum(pvals[...,.:-1],.axis |
| 87f00 | 3d 2d 31 29 20 3c 3d 20 31 2e 30 60 60 2e 20 4d 75 73 74 20 68 61 76 65 20 61 74 20 6c 65 61 73 | =-1).<=.1.0``..Must.have.at.leas |
| 87f20 | 74 20 31 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 6d 65 6e 73 69 6f 6e 20 77 68 65 72 65 20 | t.1.............dimension.where. |
| 87f40 | 70 76 61 6c 73 2e 73 68 61 70 65 5b 2d 31 5d 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a | pvals.shape[-1].>.0..........siz |
| 87f60 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 87f80 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 87fa0 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 87fc0 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 87fe0 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 65 61 63 68 20 | .n.*.k``.samples.are.drawn.each. |
| 88000 | 77 69 74 68 20 60 60 70 60 60 20 65 6c 65 6d 65 6e 74 73 2e 20 44 65 66 61 75 6c 74 0a 20 20 20 | with.``p``.elements..Default.... |
| 88020 | 20 20 20 20 20 20 20 20 20 69 73 20 4e 6f 6e 65 20 77 68 65 72 65 20 74 68 65 20 6f 75 74 70 75 | .........is.None.where.the.outpu |
| 88040 | 74 20 73 69 7a 65 20 69 73 20 64 65 74 65 72 6d 69 6e 65 64 20 62 79 20 74 68 65 20 62 72 6f 61 | t.size.is.determined.by.the.broa |
| 88060 | 64 63 61 73 74 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 66 20 60 60 6e 60 60 | dcast.shape.............of.``n`` |
| 88080 | 20 61 6e 64 20 61 6c 6c 20 62 79 20 74 68 65 20 66 69 6e 61 6c 20 64 69 6d 65 6e 73 69 6f 6e 20 | .and.all.by.the.final.dimension. |
| 880a0 | 6f 66 20 60 60 70 76 61 6c 73 60 60 2c 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 20 | of.``pvals``,.which.is.......... |
| 880c0 | 20 20 20 64 65 6e 6f 74 65 64 20 61 73 20 60 60 62 3d 28 62 30 2c 20 62 31 2c 20 2e 2e 2e 2c 20 | ...denoted.as.``b=(b0,.b1,....,. |
| 880e0 | 62 71 29 60 60 2e 20 49 66 20 73 69 7a 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 20 74 68 65 6e | bq)``..If.size.is.not.None,.then |
| 88100 | 20 69 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 62 65 20 63 6f 6d 70 61 74 69 62 | .it.............must.be.compatib |
| 88120 | 6c 65 20 77 69 74 68 20 74 68 65 20 62 72 6f 61 64 63 61 73 74 20 73 68 61 70 65 20 60 60 62 60 | le.with.the.broadcast.shape.``b` |
| 88140 | 60 2e 20 53 70 65 63 69 66 69 63 61 6c 6c 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a | `..Specifically,.............siz |
| 88160 | 65 20 6d 75 73 74 20 68 61 76 65 20 60 60 71 60 60 20 6f 72 20 6d 6f 72 65 20 65 6c 65 6d 65 6e | e.must.have.``q``.or.more.elemen |
| 88180 | 74 73 20 61 6e 64 20 73 69 7a 65 5b 2d 28 71 2d 6a 29 3a 5d 20 6d 75 73 74 20 65 71 75 61 6c 0a | ts.and.size[-(q-j):].must.equal. |
| 881a0 | 20 20 20 20 20 20 20 20 20 20 20 20 60 60 62 6a 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 | ............``bj``...........Ret |
| 881c0 | 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 | urns.........-------.........out |
| 881e0 | 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e | .:.ndarray.............The.drawn |
| 88200 | 20 73 61 6d 70 6c 65 73 2c 20 6f 66 20 73 68 61 70 65 20 73 69 7a 65 2c 20 69 66 20 70 72 6f 76 | .samples,.of.shape.size,.if.prov |
| 88220 | 69 64 65 64 2e 20 57 68 65 6e 20 73 69 7a 65 20 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 | ided..When.size.is.............p |
| 88240 | 72 6f 76 69 64 65 64 2c 20 74 68 65 20 6f 75 74 70 75 74 20 73 68 61 70 65 20 69 73 20 73 69 7a | rovided,.the.output.shape.is.siz |
| 88260 | 65 20 2b 20 28 70 2c 29 20 20 49 66 20 6e 6f 74 20 73 70 65 63 69 66 69 65 64 2c 0a 20 20 20 20 | e.+.(p,)..If.not.specified,..... |
| 88280 | 20 20 20 20 20 20 20 20 74 68 65 20 73 68 61 70 65 20 69 73 20 64 65 74 65 72 6d 69 6e 65 64 20 | ........the.shape.is.determined. |
| 882a0 | 62 79 20 74 68 65 20 62 72 6f 61 64 63 61 73 74 20 73 68 61 70 65 20 6f 66 20 60 60 6e 60 60 20 | by.the.broadcast.shape.of.``n``. |
| 882c0 | 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 70 76 61 6c 73 60 60 2c 20 60 60 28 62 30 | and.............``pvals``,.``(b0 |
| 882e0 | 2c 20 62 31 2c 20 2e 2e 2e 2c 20 62 71 29 60 60 20 61 75 67 6d 65 6e 74 65 64 20 77 69 74 68 20 | ,.b1,....,.bq)``.augmented.with. |
| 88300 | 74 68 65 20 64 69 6d 65 6e 73 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 | the.dimension.of.............the |
| 88320 | 20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 2c 20 60 60 70 60 60 2c 20 73 6f 20 74 68 61 74 20 74 68 61 | .multinomial,.``p``,.so.that.tha |
| 88340 | 74 20 6f 75 74 70 75 74 20 73 68 61 70 65 20 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 | t.output.shape.is.............`` |
| 88360 | 28 62 30 2c 20 62 31 2c 20 2e 2e 2e 2c 20 62 71 2c 20 70 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 | (b0,.b1,....,.bq,.p)``.......... |
| 88380 | 20 20 20 20 20 45 61 63 68 20 65 6e 74 72 79 20 60 60 6f 75 74 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d | .....Each.entry.``out[i,j,...,:] |
| 883a0 | 60 60 20 69 73 20 61 20 60 60 70 60 60 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 76 61 6c 75 65 20 | ``.is.a.``p``-dimensional.value. |
| 883c0 | 64 72 61 77 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 | drawn.............from.the.distr |
| 883e0 | 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 | ibution...........Examples...... |
| 88400 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 72 6f 77 20 61 20 64 69 63 65 | ...--------.........Throw.a.dice |
| 88420 | 20 32 30 20 74 69 6d 65 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 | .20.times:..........>>>.rng.=.np |
| 88440 | 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e | .random.default_rng().........>> |
| 88460 | 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 32 30 2c 20 5b 31 2f 36 2e 5d 2a 36 2c 20 | >.rng.multinomial(20,.[1/6.]*6,. |
| 88480 | 73 69 7a 65 3d 31 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 34 2c 20 31 2c 20 37 2c | size=1).........array([[4,.1,.7, |
| 884a0 | 20 35 2c 20 32 2c 20 31 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 49 | .5,.2,.1]])..#.random..........I |
| 884c0 | 74 20 6c 61 6e 64 65 64 20 34 20 74 69 6d 65 73 20 6f 6e 20 31 2c 20 6f 6e 63 65 20 6f 6e 20 32 | t.landed.4.times.on.1,.once.on.2 |
| 884e0 | 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 77 2c 20 74 68 72 6f 77 20 74 68 65 20 64 | ,.etc...........Now,.throw.the.d |
| 88500 | 69 63 65 20 32 30 20 74 69 6d 65 73 2c 20 61 6e 64 20 32 30 20 74 69 6d 65 73 20 61 67 61 69 6e | ice.20.times,.and.20.times.again |
| 88520 | 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 32 | :..........>>>.rng.multinomial(2 |
| 88540 | 30 2c 20 5b 31 2f 36 2e 5d 2a 36 2c 20 73 69 7a 65 3d 32 29 0a 20 20 20 20 20 20 20 20 61 72 72 | 0,.[1/6.]*6,.size=2).........arr |
| 88560 | 61 79 28 5b 5b 33 2c 20 34 2c 20 33 2c 20 33 2c 20 34 2c 20 33 5d 2c 0a 20 20 20 20 20 20 20 20 | ay([[3,.4,.3,.3,.4,.3],......... |
| 88580 | 20 20 20 20 20 20 20 5b 32 2c 20 34 2c 20 33 2c 20 34 2c 20 30 2c 20 37 5d 5d 29 20 20 23 20 72 | .......[2,.4,.3,.4,.0,.7]])..#.r |
| 885a0 | 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 74 68 65 20 66 69 72 73 74 20 72 75 6e | andom..........For.the.first.run |
| 885c0 | 2c 20 77 65 20 74 68 72 65 77 20 33 20 74 69 6d 65 73 20 31 2c 20 34 20 74 69 6d 65 73 20 32 2c | ,.we.threw.3.times.1,.4.times.2, |
| 885e0 | 20 65 74 63 2e 20 20 46 6f 72 20 74 68 65 20 73 65 63 6f 6e 64 2c 0a 20 20 20 20 20 20 20 20 77 | .etc...For.the.second,.........w |
| 88600 | 65 20 74 68 72 65 77 20 32 20 74 69 6d 65 73 20 31 2c 20 34 20 74 69 6d 65 73 20 32 2c 20 65 74 | e.threw.2.times.1,.4.times.2,.et |
| 88620 | 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 77 2c 20 64 6f 20 6f 6e 65 20 65 78 70 65 72 69 6d 65 | c...........Now,.do.one.experime |
| 88640 | 6e 74 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 20 31 30 20 74 69 6d 65 2c 20 61 6e | nt.throwing.the.dice.10.time,.an |
| 88660 | 64 20 31 30 20 74 69 6d 65 73 20 61 67 61 69 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 61 6e | d.10.times.again,.........and.an |
| 88680 | 6f 74 68 65 72 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 20 32 30 20 74 69 6d 65 73 | other.throwing.the.dice.20.times |
| 886a0 | 2c 20 61 6e 64 20 32 30 20 74 69 6d 65 73 20 61 67 61 69 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e | ,.and.20.times.again:..........> |
| 886c0 | 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 5b 5b 31 30 5d 2c 20 5b 32 30 5d 5d 2c | >>.rng.multinomial([[10],.[20]], |
| 886e0 | 20 5b 31 2f 36 2e 5d 2a 36 2c 20 73 69 7a 65 3d 28 32 2c 20 32 29 29 0a 20 20 20 20 20 20 20 20 | .[1/6.]*6,.size=(2,.2))......... |
| 88700 | 61 72 72 61 79 28 5b 5b 5b 32 2c 20 34 2c 20 30 2c 20 31 2c 20 32 2c 20 31 5d 2c 0a 20 20 20 20 | array([[[2,.4,.0,.1,.2,.1],..... |
| 88720 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 2c 20 33 2c 20 30 2c 20 33 2c 20 31 2c 20 32 5d 5d 2c | ............[1,.3,.0,.3,.1,.2]], |
| 88740 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 5b 31 2c 20 34 2c 20 34 2c 20 34 2c 20 34 2c | ................[[1,.4,.4,.4,.4, |
| 88760 | 20 33 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 33 2c 20 32 2c 20 35 | .3],.................[3,.3,.2,.5 |
| 88780 | 2c 20 35 2c 20 32 5d 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 | ,.5,.2]]])..#.random..........Th |
| 887a0 | 65 20 66 69 72 73 74 20 61 72 72 61 79 20 73 68 6f 77 73 20 74 68 65 20 6f 75 74 63 6f 6d 65 73 | e.first.array.shows.the.outcomes |
| 887c0 | 20 6f 66 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 20 31 30 20 74 69 6d 65 73 2c 20 | .of.throwing.the.dice.10.times,. |
| 887e0 | 61 6e 64 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 65 63 6f 6e 64 20 73 68 6f 77 73 20 74 68 65 | and.........the.second.shows.the |
| 88800 | 20 6f 75 74 63 6f 6d 65 73 20 66 72 6f 6d 20 74 68 72 6f 77 69 6e 67 20 74 68 65 20 64 69 63 65 | .outcomes.from.throwing.the.dice |
| 88820 | 20 32 30 20 74 69 6d 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 41 20 6c 6f 61 64 65 64 20 64 69 65 | .20.times...........A.loaded.die |
| 88840 | 20 69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 20 74 6f 20 6c 61 6e 64 20 6f 6e 20 6e 75 6d 62 65 | .is.more.likely.to.land.on.numbe |
| 88860 | 72 20 36 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 | r.6:..........>>>.rng.multinomia |
| 88880 | 6c 28 31 30 30 2c 20 5b 31 2f 37 2e 5d 2a 35 20 2b 20 5b 32 2f 37 2e 5d 29 0a 20 20 20 20 20 20 | l(100,.[1/7.]*5.+.[2/7.])....... |
| 888a0 | 20 20 61 72 72 61 79 28 5b 31 31 2c 20 31 36 2c 20 31 34 2c 20 31 37 2c 20 31 36 2c 20 32 36 5d | ..array([11,.16,.14,.17,.16,.26] |
| 888c0 | 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53 69 6d 75 6c 61 74 65 20 31 30 | )..#.random..........Simulate.10 |
| 888e0 | 20 74 68 72 6f 77 73 20 6f 66 20 61 20 34 2d 73 69 64 65 64 20 64 69 65 20 61 6e 64 20 32 30 20 | .throws.of.a.4-sided.die.and.20. |
| 88900 | 74 68 72 6f 77 73 20 6f 66 20 61 20 36 2d 73 69 64 65 64 20 64 69 65 0a 0a 20 20 20 20 20 20 20 | throws.of.a.6-sided.die......... |
| 88920 | 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 5b 31 30 2c 20 32 30 5d 2c 5b 5b | .>>>.rng.multinomial([10,.20],[[ |
| 88940 | 31 2f 34 5d 2a 34 20 2b 20 5b 30 5d 2a 32 2c 20 5b 31 2f 36 5d 2a 36 5d 29 0a 20 20 20 20 20 20 | 1/4]*4.+.[0]*2,.[1/6]*6])....... |
| 88960 | 20 20 61 72 72 61 79 28 5b 5b 32 2c 20 31 2c 20 34 2c 20 33 2c 20 30 2c 20 30 5d 2c 0a 20 20 20 | ..array([[2,.1,.4,.3,.0,.0],.... |
| 88980 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 33 2c 20 33 2c 20 36 2c 20 31 2c 20 34 5d 5d 2c | ............[3,.3,.3,.6,.1,.4]], |
| 889a0 | 20 64 74 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 | .dtype=int64)..#.random......... |
| 889c0 | 20 47 65 6e 65 72 61 74 65 20 63 61 74 65 67 6f 72 69 63 61 6c 20 72 61 6e 64 6f 6d 20 76 61 72 | .Generate.categorical.random.var |
| 889e0 | 69 61 74 65 73 20 66 72 6f 6d 20 74 77 6f 20 63 61 74 65 67 6f 72 69 65 73 20 77 68 65 72 65 20 | iates.from.two.categories.where. |
| 88a00 | 74 68 65 0a 20 20 20 20 20 20 20 20 66 69 72 73 74 20 68 61 73 20 33 20 6f 75 74 63 6f 6d 65 73 | the.........first.has.3.outcomes |
| 88a20 | 20 61 6e 64 20 74 68 65 20 73 65 63 6f 6e 64 20 68 61 73 20 32 2e 0a 0a 20 20 20 20 20 20 20 20 | .and.the.second.has.2........... |
| 88a40 | 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 31 2c 20 5b 5b 2e 31 2c 20 2e 35 2c | >>>.rng.multinomial(1,.[[.1,..5, |
| 88a60 | 20 2e 34 20 5d 2c 20 5b 2e 33 2c 20 2e 37 2c 20 2e 30 5d 5d 29 0a 20 20 20 20 20 20 20 20 61 72 | ..4.],.[.3,..7,..0]]).........ar |
| 88a80 | 72 61 79 28 5b 5b 30 2c 20 30 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b | ray([[0,.0,.1],................[ |
| 88aa0 | 30 2c 20 31 2c 20 30 5d 5d 2c 20 64 74 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 6e 64 6f | 0,.1,.0]],.dtype=int64)..#.rando |
| 88ac0 | 6d 0a 0a 20 20 20 20 20 20 20 20 60 60 61 72 67 6d 61 78 28 61 78 69 73 3d 2d 31 29 60 60 20 69 | m..........``argmax(axis=-1)``.i |
| 88ae0 | 73 20 74 68 65 6e 20 75 73 65 64 20 74 6f 20 72 65 74 75 72 6e 20 74 68 65 20 63 61 74 65 67 6f | s.then.used.to.return.the.catego |
| 88b00 | 72 69 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 76 61 6c 73 20 3d 20 5b 5b 2e 31 2c | ries...........>>>.pvals.=.[[.1, |
| 88b20 | 20 2e 35 2c 20 2e 34 20 5d 2c 20 5b 2e 33 2c 20 2e 37 2c 20 2e 30 5d 5d 0a 20 20 20 20 20 20 20 | ..5,..4.],.[.3,..7,..0]]........ |
| 88b40 | 20 3e 3e 3e 20 72 76 73 20 3d 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 31 2c 20 70 76 | .>>>.rvs.=.rng.multinomial(1,.pv |
| 88b60 | 61 6c 73 2c 20 73 69 7a 65 3d 28 34 2c 32 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 | als,.size=(4,2)).........>>>.rvs |
| 88b80 | 2e 61 72 67 6d 61 78 28 61 78 69 73 3d 2d 31 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b | .argmax(axis=-1).........array([ |
| 88ba0 | 5b 30 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 30 5d 2c 0a 20 | [0,.1],................[2,.0],.. |
| 88bc0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 | ..............[2,.1],........... |
| 88be0 | 20 20 20 20 20 5b 32 2c 20 30 5d 5d 2c 20 64 74 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 | .....[2,.0]],.dtype=int64)..#.ra |
| 88c00 | 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 73 61 6d 65 20 6f 75 74 70 75 74 20 64 69 | ndom..........The.same.output.di |
| 88c20 | 6d 65 6e 73 69 6f 6e 20 63 61 6e 20 62 65 20 70 72 6f 64 75 63 65 64 20 75 73 69 6e 67 20 62 72 | mension.can.be.produced.using.br |
| 88c40 | 6f 61 64 63 61 73 74 69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 20 3d 20 72 | oadcasting...........>>>.rvs.=.r |
| 88c60 | 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 5b 5b 31 5d 5d 20 2a 20 34 2c 20 70 76 61 6c 73 29 | ng.multinomial([[1]].*.4,.pvals) |
| 88c80 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 76 73 2e 61 72 67 6d 61 78 28 61 78 69 73 3d 2d 31 29 | .........>>>.rvs.argmax(axis=-1) |
| 88ca0 | 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 | .........array([[0,.1],......... |
| 88cc0 | 20 20 20 20 20 20 20 5b 32 2c 20 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 | .......[2,.0],................[2 |
| 88ce0 | 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 30 5d 5d 2c 20 64 74 | ,.1],................[2,.0]],.dt |
| 88d00 | 79 70 65 3d 69 6e 74 36 34 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 54 68 | ype=int64)..#.random..........Th |
| 88d20 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 69 6e 70 75 74 73 20 73 68 6f 75 6c 64 20 62 65 20 6e | e.probability.inputs.should.be.n |
| 88d40 | 6f 72 6d 61 6c 69 7a 65 64 2e 20 41 73 20 61 6e 20 69 6d 70 6c 65 6d 65 6e 74 61 74 69 6f 6e 0a | ormalized..As.an.implementation. |
| 88d60 | 20 20 20 20 20 20 20 20 64 65 74 61 69 6c 2c 20 74 68 65 20 76 61 6c 75 65 20 6f 66 20 74 68 65 | ........detail,.the.value.of.the |
| 88d80 | 20 6c 61 73 74 20 65 6e 74 72 79 20 69 73 20 69 67 6e 6f 72 65 64 20 61 6e 64 20 61 73 73 75 6d | .last.entry.is.ignored.and.assum |
| 88da0 | 65 64 20 74 6f 20 74 61 6b 65 0a 20 20 20 20 20 20 20 20 75 70 20 61 6e 79 20 6c 65 66 74 6f 76 | ed.to.take.........up.any.leftov |
| 88dc0 | 65 72 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 2c 20 62 75 74 20 74 68 69 73 20 73 68 | er.probability.mass,.but.this.sh |
| 88de0 | 6f 75 6c 64 20 6e 6f 74 20 62 65 20 72 65 6c 69 65 64 20 6f 6e 2e 0a 20 20 20 20 20 20 20 20 41 | ould.not.be.relied.on..........A |
| 88e00 | 20 62 69 61 73 65 64 20 63 6f 69 6e 20 77 68 69 63 68 20 68 61 73 20 74 77 69 63 65 20 61 73 20 | .biased.coin.which.has.twice.as. |
| 88e20 | 6d 75 63 68 20 77 65 69 67 68 74 20 6f 6e 20 6f 6e 65 20 73 69 64 65 20 61 73 20 6f 6e 20 74 68 | much.weight.on.one.side.as.on.th |
| 88e40 | 65 0a 20 20 20 20 20 20 20 20 6f 74 68 65 72 20 73 68 6f 75 6c 64 20 62 65 20 73 61 6d 70 6c 65 | e.........other.should.be.sample |
| 88e60 | 64 20 6c 69 6b 65 20 73 6f 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 | d.like.so:..........>>>.rng.mult |
| 88e80 | 69 6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31 2e 30 20 2f 20 33 2c 20 32 2e 30 20 2f 20 33 5d 29 | inomial(100,.[1.0./.3,.2.0./.3]) |
| 88ea0 | 20 20 23 20 52 49 47 48 54 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 33 38 2c 20 36 32 5d | ..#.RIGHT.........array([38,.62] |
| 88ec0 | 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 6e 6f 74 20 6c 69 6b 65 3a 0a 0a | )..#.random..........not.like:.. |
| 88ee0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 28 31 30 30 2c | ........>>>.rng.multinomial(100, |
| 88f00 | 20 5b 31 2e 30 2c 20 32 2e 30 5d 29 20 20 23 20 57 52 4f 4e 47 0a 20 20 20 20 20 20 20 20 54 72 | .[1.0,.2.0])..#.WRONG.........Tr |
| 88f20 | 61 63 65 62 61 63 6b 20 28 6d 6f 73 74 20 72 65 63 65 6e 74 20 63 61 6c 6c 20 6c 61 73 74 29 3a | aceback.(most.recent.call.last): |
| 88f40 | 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 3a 20 70 76 61 6c 73 20 3c 20 30 2c 20 | .........ValueError:.pvals.<.0,. |
| 88f60 | 70 76 61 6c 73 20 3e 20 31 20 6f 72 20 70 76 61 6c 73 20 63 6f 6e 74 61 69 6e 73 20 4e 61 4e 73 | pvals.>.1.or.pvals.contains.NaNs |
| 88f80 | 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 | .........................standar |
| 88fa0 | 64 5f 63 61 75 63 68 79 28 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 | d_cauchy(size=None)..........Dra |
| 88fc0 | 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20 43 61 75 63 68 79 | w.samples.from.a.standard.Cauchy |
| 88fe0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 6d 6f 64 65 20 3d 20 30 2e 0a 0a 20 20 | .distribution.with.mode.=.0..... |
| 89000 | 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 20 4c 6f 72 65 6e 74 7a 20 | ......Also.known.as.the.Lorentz. |
| 89020 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 | distribution...........Parameter |
| 89040 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 69 7a | s.........----------.........siz |
| 89060 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 89080 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 890a0 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 890c0 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 890e0 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 | .n.*.k``.samples.are.drawn...Def |
| 89100 | 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 | ault.is.None,.in.which.case.a... |
| 89120 | 20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e | ..........single.value.is.return |
| 89140 | 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | ed...........Returns.........--- |
| 89160 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64 61 72 72 61 79 20 6f | ----.........samples.:.ndarray.o |
| 89180 | 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e 20 73 | r.scalar.............The.drawn.s |
| 891a0 | 61 6d 70 6c 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d | amples...........Notes.........- |
| 891c0 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e | ----.........The.probability.den |
| 891e0 | 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 66 75 6c 6c 20 43 61 75 63 68 | sity.function.for.the.full.Cauch |
| 89200 | 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 | y.distribution.is.............ma |
| 89220 | 74 68 3a 3a 20 50 28 78 3b 20 78 5f 30 2c 20 5c 67 61 6d 6d 61 29 20 3d 20 5c 66 72 61 63 7b 31 | th::.P(x;.x_0,.\gamma).=.\frac{1 |
| 89240 | 7d 7b 5c 70 69 20 5c 67 61 6d 6d 61 20 5c 62 69 67 6c 5b 20 31 2b 0a 20 20 20 20 20 20 20 20 20 | }{\pi.\gamma.\bigl[.1+.......... |
| 89260 | 20 20 20 20 20 20 20 20 20 28 5c 66 72 61 63 7b 78 2d 78 5f 30 7d 7b 5c 67 61 6d 6d 61 7d 29 5e | .........(\frac{x-x_0}{\gamma})^ |
| 89280 | 32 20 5c 62 69 67 72 5d 20 7d 0a 0a 20 20 20 20 20 20 20 20 61 6e 64 20 74 68 65 20 53 74 61 6e | 2.\bigr].}..........and.the.Stan |
| 892a0 | 64 61 72 64 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6a 75 73 74 20 73 65 | dard.Cauchy.distribution.just.se |
| 892c0 | 74 73 20 3a 6d 61 74 68 3a 60 78 5f 30 3d 30 60 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 | ts.:math:`x_0=0`.and.........:ma |
| 892e0 | 74 68 3a 60 5c 67 61 6d 6d 61 3d 31 60 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 43 61 75 63 68 | th:`\gamma=1`..........The.Cauch |
| 89300 | 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 72 69 73 65 73 20 69 6e 20 74 68 65 20 73 6f 6c | y.distribution.arises.in.the.sol |
| 89320 | 75 74 69 6f 6e 20 74 6f 20 74 68 65 20 64 72 69 76 65 6e 20 68 61 72 6d 6f 6e 69 63 0a 20 20 20 | ution.to.the.driven.harmonic.... |
| 89340 | 20 20 20 20 20 6f 73 63 69 6c 6c 61 74 6f 72 20 70 72 6f 62 6c 65 6d 2c 20 61 6e 64 20 61 6c 73 | .....oscillator.problem,.and.als |
| 89360 | 6f 20 64 65 73 63 72 69 62 65 73 20 73 70 65 63 74 72 61 6c 20 6c 69 6e 65 20 62 72 6f 61 64 65 | o.describes.spectral.line.broade |
| 89380 | 6e 69 6e 67 2e 20 49 74 0a 20 20 20 20 20 20 20 20 61 6c 73 6f 20 64 65 73 63 72 69 62 65 73 20 | ning..It.........also.describes. |
| 893a0 | 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 76 61 6c 75 65 73 20 61 74 20 77 68 | the.distribution.of.values.at.wh |
| 893c0 | 69 63 68 20 61 20 6c 69 6e 65 20 74 69 6c 74 65 64 20 61 74 0a 20 20 20 20 20 20 20 20 61 20 72 | ich.a.line.tilted.at.........a.r |
| 893e0 | 61 6e 64 6f 6d 20 61 6e 67 6c 65 20 77 69 6c 6c 20 63 75 74 20 74 68 65 20 78 20 61 78 69 73 2e | andom.angle.will.cut.the.x.axis. |
| 89400 | 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 73 74 75 64 79 69 6e 67 20 68 79 70 6f 74 68 65 73 | ..........When.studying.hypothes |
| 89420 | 69 73 20 74 65 73 74 73 20 74 68 61 74 20 61 73 73 75 6d 65 20 6e 6f 72 6d 61 6c 69 74 79 2c 20 | is.tests.that.assume.normality,. |
| 89440 | 73 65 65 69 6e 67 20 68 6f 77 20 74 68 65 0a 20 20 20 20 20 20 20 20 74 65 73 74 73 20 70 65 72 | seeing.how.the.........tests.per |
| 89460 | 66 6f 72 6d 20 6f 6e 20 64 61 74 61 20 66 72 6f 6d 20 61 20 43 61 75 63 68 79 20 64 69 73 74 72 | form.on.data.from.a.Cauchy.distr |
| 89480 | 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 6f 6f 64 20 69 6e 64 69 63 61 74 6f 72 20 6f 66 0a 20 | ibution.is.a.good.indicator.of.. |
| 894a0 | 20 20 20 20 20 20 20 74 68 65 69 72 20 73 65 6e 73 69 74 69 76 69 74 79 20 74 6f 20 61 20 68 65 | .......their.sensitivity.to.a.he |
| 894c0 | 61 76 79 2d 74 61 69 6c 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73 69 6e 63 65 20 74 | avy-tailed.distribution,.since.t |
| 894e0 | 68 65 20 43 61 75 63 68 79 20 6c 6f 6f 6b 73 0a 20 20 20 20 20 20 20 20 76 65 72 79 20 6d 75 63 | he.Cauchy.looks.........very.muc |
| 89500 | 68 20 6c 69 6b 65 20 61 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 | h.like.a.Gaussian.distribution,. |
| 89520 | 62 75 74 20 77 69 74 68 20 68 65 61 76 69 65 72 20 74 61 69 6c 73 2e 0a 0a 20 20 20 20 20 20 20 | but.with.heavier.tails.......... |
| 89540 | 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 | .References.........----------.. |
| 89560 | 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4e 49 53 54 2f 53 45 4d 41 54 45 43 48 20 65 2d 48 61 | ..........[1].NIST/SEMATECH.e-Ha |
| 89580 | 6e 64 62 6f 6f 6b 20 6f 66 20 53 74 61 74 69 73 74 69 63 61 6c 20 4d 65 74 68 6f 64 73 2c 20 22 | ndbook.of.Statistical.Methods,." |
| 895a0 | 43 61 75 63 68 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f | Cauchy...............Distributio |
| 895c0 | 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 | n",...............https://www.it |
| 895e0 | 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65 64 61 2f 73 | l.nist.gov/div898/handbook/eda/s |
| 89600 | 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 33 2e 68 74 6d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b | ection3/eda3663.htm............[ |
| 89620 | 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 43 61 75 63 68 79 20 44 69 | 2].Weisstein,.Eric.W.."Cauchy.Di |
| 89640 | 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 | stribution.".From.MathWorld--A.. |
| 89660 | 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 | .............Wolfram.Web.Resourc |
| 89680 | 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c | e................http://mathworl |
| 896a0 | 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 43 61 75 63 68 79 44 69 73 74 72 69 62 75 74 69 6f 6e | d.wolfram.com/CauchyDistribution |
| 896c0 | 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 | .html............[3].Wikipedia,. |
| 896e0 | 22 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 | "Cauchy.distribution"........... |
| 89700 | 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b | ....https://en.wikipedia.org/wik |
| 89720 | 69 2f 43 61 75 63 68 79 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 | i/Cauchy_distribution..........E |
| 89740 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | xamples.........--------........ |
| 89760 | 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 64 69 73 74 72 | .Draw.samples.and.plot.the.distr |
| 89780 | 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 | ibution:..........>>>.import.mat |
| 897a0 | 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e | plotlib.pyplot.as.plt.........>> |
| 897c0 | 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 | >.s.=.np.random.default_rng().st |
| 897e0 | 61 6e 64 61 72 64 5f 63 61 75 63 68 79 28 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e | andard_cauchy(1000000).........> |
| 89800 | 3e 3e 20 73 20 3d 20 73 5b 28 73 3e 2d 32 35 29 20 26 20 28 73 3c 32 35 29 5d 20 20 23 20 74 72 | >>.s.=.s[(s>-25).&.(s<25)]..#.tr |
| 89820 | 75 6e 63 61 74 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 6f 20 69 74 20 70 6c 6f 74 73 20 | uncate.distribution.so.it.plots. |
| 89840 | 77 65 6c 6c 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 62 69 6e | well.........>>>.plt.hist(s,.bin |
| 89860 | 73 3d 31 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 | s=100).........>>>.plt.show()... |
| 89880 | 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 74 72 69 61 6e 67 75 | .........................triangu |
| 898a0 | 6c 61 72 28 6c 65 66 74 2c 20 6d 6f 64 65 2c 20 72 69 67 68 74 2c 20 73 69 7a 65 3d 4e 6f 6e 65 | lar(left,.mode,.right,.size=None |
| 898c0 | 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 | )..........Draw.samples.from.the |
| 898e0 | 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 74 68 | .triangular.distribution.over.th |
| 89900 | 65 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 60 60 5b 6c 65 66 74 2c 20 72 69 67 68 | e.........interval.``[left,.righ |
| 89920 | 74 5d 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 | t]``...........The.triangular.di |
| 89940 | 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61 | stribution.is.a.continuous.proba |
| 89960 | 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 | bility.........distribution.with |
| 89980 | 20 6c 6f 77 65 72 20 6c 69 6d 69 74 20 6c 65 66 74 2c 20 70 65 61 6b 20 61 74 20 6d 6f 64 65 2c | .lower.limit.left,.peak.at.mode, |
| 899a0 | 20 61 6e 64 20 75 70 70 65 72 0a 20 20 20 20 20 20 20 20 6c 69 6d 69 74 20 72 69 67 68 74 2e 20 | .and.upper.........limit.right.. |
| 899c0 | 55 6e 6c 69 6b 65 20 74 68 65 20 6f 74 68 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 | Unlike.the.other.distributions,. |
| 899e0 | 74 68 65 73 65 20 70 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 64 69 72 65 63 74 6c | these.parameters.........directl |
| 89a00 | 79 20 64 65 66 69 6e 65 20 74 68 65 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 70 64 66 2e 0a 0a | y.define.the.shape.of.the.pdf... |
| 89a20 | 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........Parameters.........----- |
| 89a40 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 65 66 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 | -----.........left.:.float.or.ar |
| 89a60 | 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c | ray_like.of.floats.............L |
| 89a80 | 6f 77 65 72 20 6c 69 6d 69 74 2e 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 20 3a 20 66 6c 6f 61 74 | ower.limit..........mode.:.float |
| 89aa0 | 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 | .or.array_like.of.floats........ |
| 89ac0 | 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 77 68 65 72 65 20 74 68 65 20 70 65 61 6b 20 6f 66 | .....The.value.where.the.peak.of |
| 89ae0 | 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 63 63 75 72 73 2e 0a 20 20 20 20 20 20 | .the.distribution.occurs........ |
| 89b00 | 20 20 20 20 20 20 54 68 65 20 76 61 6c 75 65 20 6d 75 73 74 20 66 75 6c 66 69 6c 6c 20 74 68 65 | ......The.value.must.fulfill.the |
| 89b20 | 20 63 6f 6e 64 69 74 69 6f 6e 20 60 60 6c 65 66 74 20 3c 3d 20 6d 6f 64 65 20 3c 3d 20 72 69 67 | .condition.``left.<=.mode.<=.rig |
| 89b40 | 68 74 60 60 2e 0a 20 20 20 20 20 20 20 20 72 69 67 68 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 | ht``..........right.:.float.or.a |
| 89b60 | 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | rray_like.of.floats............. |
| 89b80 | 55 70 70 65 72 20 6c 69 6d 69 74 2c 20 6d 75 73 74 20 62 65 20 6c 61 72 67 65 72 20 74 68 61 6e | Upper.limit,.must.be.larger.than |
| 89ba0 | 20 60 6c 65 66 74 60 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 | .`left`..........size.:.int.or.t |
| 89bc0 | 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | uple.of.ints,.optional.......... |
| 89be0 | 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 | ...Output.shape...If.the.given.s |
| 89c00 | 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 | hape.is,.e.g.,.``(m,.n,.k)``,.th |
| 89c20 | 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d | en.............``m.*.n.*.k``.sam |
| 89c40 | 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f | ples.are.drawn...If.size.is.``No |
| 89c60 | 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 | ne``.(default),.............a.si |
| 89c80 | 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 65 66 74 | ngle.value.is.returned.if.``left |
| 89ca0 | 60 60 2c 20 60 60 6d 6f 64 65 60 60 2c 20 61 6e 64 20 60 60 72 69 67 68 74 60 60 0a 20 20 20 20 | ``,.``mode``,.and.``right``..... |
| 89cc0 | 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20 4f 74 68 65 72 77 | ........are.all.scalars...Otherw |
| 89ce0 | 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20 6d 6f 64 65 2c 20 | ise,.``np.broadcast(left,.mode,. |
| 89d00 | 72 69 67 68 74 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 | right).size``.............sample |
| 89d20 | 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | s.are.drawn...........Returns... |
| 89d40 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 | ......-------.........out.:.ndar |
| 89d60 | 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 | ray.or.scalar.............Drawn. |
| 89d80 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 74 | samples.from.the.parameterized.t |
| 89da0 | 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | riangular.distribution.......... |
| 89dc0 | 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 | .Notes.........-----.........The |
| 89de0 | 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f | .probability.density.function.fo |
| 89e00 | 72 20 74 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | r.the.triangular.distribution.is |
| 89e20 | 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 6c 2c 20 6d 2c 20 72 29 | .............math::.P(x;l,.m,.r) |
| 89e40 | 20 3d 20 5c 62 65 67 69 6e 7b 63 61 73 65 73 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | .=.\begin{cases}................ |
| 89e60 | 20 20 20 5c 66 72 61 63 7b 32 28 78 2d 6c 29 7d 7b 28 72 2d 6c 29 28 6d 2d 6c 29 7d 26 20 5c 74 | ...\frac{2(x-l)}{(r-l)(m-l)}&.\t |
| 89e80 | 65 78 74 7b 66 6f 72 20 24 6c 20 5c 6c 65 71 20 78 20 5c 6c 65 71 20 6d 24 7d 2c 5c 5c 0a 20 20 | ext{for.$l.\leq.x.\leq.m$},\\... |
| 89ea0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 32 28 72 2d 78 29 7d 7b 28 72 | ................\frac{2(r-x)}{(r |
| 89ec0 | 2d 6c 29 28 72 2d 6d 29 7d 26 20 5c 74 65 78 74 7b 66 6f 72 20 24 6d 20 5c 6c 65 71 20 78 20 5c | -l)(r-m)}&.\text{for.$m.\leq.x.\ |
| 89ee0 | 6c 65 71 20 72 24 7d 2c 5c 5c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 30 26 20 | leq.r$},\\...................0&. |
| 89f00 | 5c 74 65 78 74 7b 6f 74 68 65 72 77 69 73 65 7d 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | \text{otherwise}................ |
| 89f20 | 20 20 20 20 5c 65 6e 64 7b 63 61 73 65 73 7d 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 | ....\end{cases}..........The.tri |
| 89f40 | 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 | angular.distribution.is.often.us |
| 89f60 | 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e 65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c 65 | ed.in.ill-defined.........proble |
| 89f80 | 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e 64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62 75 | ms.where.the.underlying.distribu |
| 89fa0 | 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f 77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20 73 | tion.is.not.known,.but.........s |
| 89fc0 | 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f 66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64 20 | ome.knowledge.of.the.limits.and. |
| 89fe0 | 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66 74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20 20 | mode.exists..Often.it.is.used... |
| 8a000 | 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 | ......in.simulations...........R |
| 8a020 | 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | eferences.........----------.... |
| 8a040 | 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75 6c | ........[1].Wikipedia,."Triangul |
| 8a060 | 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ar.distribution"................ |
| 8a080 | 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54 72 | https://en.wikipedia.org/wiki/Tr |
| 8a0a0 | 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 | iangular_distribution..........E |
| 8a0c0 | 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | xamples.........--------........ |
| 8a0e0 | 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 | .Draw.values.from.the.distributi |
| 8a100 | 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 | on.and.plot.the.histogram:...... |
| 8a120 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 | ....>>>.import.matplotlib.pyplot |
| 8a140 | 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 | .as.plt.........>>>.h.=.plt.hist |
| 8a160 | 28 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 74 72 69 61 6e 67 75 | (np.random.default_rng().triangu |
| 8a180 | 6c 61 72 28 2d 33 2c 20 30 2c 20 38 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 30 30 2c | lar(-3,.0,.8,.100000),.bins=200, |
| 8a1a0 | 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e 73 69 74 | ..........................densit |
| 8a1c0 | 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a | y=True).........>>>.plt.show().. |
| 8a1e0 | 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 f0 c7 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 8a200 | 00 00 00 00 00 00 00 00 00 54 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........T...................... |
| 8a220 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 8a240 | 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 64 66 | .........noncentral_chisquare(df |
| 8a260 | 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 | ,.nonc,.size=None)..........Draw |
| 8a280 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 | .samples.from.a.noncentral.chi-s |
| 8a2a0 | 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 | quare.distribution...........The |
| 8a2c0 | 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 | .noncentral.:math:`\chi^2`.distr |
| 8a2e0 | 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20 | ibution.is.a.generalization.of.. |
| 8a300 | 20 20 20 20 20 20 20 74 68 65 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 69 | .......the.:math:`\chi^2`.distri |
| 8a320 | 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 | bution...........Parameters..... |
| 8a340 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20 3a 20 66 6c 6f 61 | ....----------.........df.:.floa |
| 8a360 | 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 | t.or.array_like.of.floats....... |
| 8a380 | 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 | ......Degrees.of.freedom,.must.b |
| 8a3a0 | 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f 6e 63 68 | e.>.0..................versionch |
| 8a3c0 | 61 6e 67 65 64 3a 3a 20 31 2e 31 30 2e 30 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 45 61 | anged::.1.10.0................Ea |
| 8a3e0 | 72 6c 69 65 72 20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73 20 72 65 71 75 69 72 65 64 20 64 66 | rlier.NumPy.versions.required.df |
| 8a400 | 6e 75 6d 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 20 3a 20 66 6c 6f 61 74 20 6f 72 | num.>.1..........nonc.:.float.or |
| 8a420 | 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 | .array_like.of.floats........... |
| 8a440 | 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 | ..Non-centrality,.must.be.non-ne |
| 8a460 | 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 | gative..........size.:.int.or.tu |
| 8a480 | 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | ple.of.ints,.optional........... |
| 8a4a0 | 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 | ..Output.shape...If.the.given.sh |
| 8a4c0 | 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 | ape.is,.e.g.,.``(m,.n,.k)``,.the |
| 8a4e0 | 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 | n.............``m.*.n.*.k``.samp |
| 8a500 | 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e | les.are.drawn...If.size.is.``Non |
| 8a520 | 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e | e``.(default),.............a.sin |
| 8a540 | 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 60 60 20 | gle.value.is.returned.if.``df``. |
| 8a560 | 61 6e 64 20 60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 | and.``nonc``.are.both.scalars... |
| 8a580 | 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 | ...........Otherwise,.``np.broad |
| 8a5a0 | 63 61 73 74 28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 | cast(df,.nonc).size``.samples.ar |
| 8a5c0 | 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 | e.drawn...........Returns....... |
| 8a5e0 | 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 | ..-------.........out.:.ndarray. |
| 8a600 | 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 | or.scalar.............Drawn.samp |
| 8a620 | 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 6f 6e 63 65 | les.from.the.parameterized.nonce |
| 8a640 | 6e 74 72 61 6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | ntral.chi-square.distribution... |
| 8a660 | 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 | ........Notes.........-----..... |
| 8a680 | 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 | ....The.probability.density.func |
| 8a6a0 | 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75 61 | tion.for.the.noncentral.Chi-squa |
| 8a6c0 | 72 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 | re.........distribution.is...... |
| 8a6e0 | 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 64 66 2c 6e 6f 6e 63 29 20 3d 20 5c 73 75 | .......math::.P(x;df,nonc).=.\su |
| 8a700 | 6d 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | m^{\infty}_{i=0}................ |
| 8a720 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f 32 | ................\frac{e^{-nonc/2 |
| 8a740 | 7d 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b 69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | }(nonc/2)^{i}}{i!}.............. |
| 8a760 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d 28 | ..................P_{Y_{df+2i}}( |
| 8a780 | 78 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d 60 | x),..........where.:math:`Y_{q}` |
| 8a7a0 | 20 69 73 20 74 68 65 20 43 68 69 2d 73 71 75 61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65 65 | .is.the.Chi-square.with.q.degree |
| 8a7c0 | 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 | s.of.freedom...........Reference |
| 8a7e0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 | s.........----------............ |
| 8a800 | 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 | [1].Wikipedia,."Noncentral.chi-s |
| 8a820 | 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 | quared.distribution"............ |
| 8a840 | 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b | ....https://en.wikipedia.org/wik |
| 8a860 | 69 2f 4e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 2d 73 71 75 61 72 65 64 5f 64 69 73 74 72 69 62 | i/Noncentral_chi-squared_distrib |
| 8a880 | 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 | ution..........Examples......... |
| 8a8a0 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f | --------.........Draw.values.fro |
| 8a8c0 | 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 | m.the.distribution.and.plot.the. |
| 8a8e0 | 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e | histogram..........>>>.rng.=.np. |
| 8a900 | 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | random.default_rng().........>>> |
| 8a920 | 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 | .import.matplotlib.pyplot.as.plt |
| 8a940 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 72 | .........>>>.values.=.plt.hist(r |
| 8a960 | 6e 67 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c 20 31 | ng.noncentral_chisquare(3,.20,.1 |
| 8a980 | 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 | 00000),......................... |
| 8a9a0 | 20 20 20 20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 | ......bins=200,.density=True)... |
| 8a9c0 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 72 | ......>>>.plt.show()..........Dr |
| 8a9e0 | 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 61 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 73 | aw.values.from.a.noncentral.chis |
| 8aa00 | 71 75 61 72 65 20 77 69 74 68 20 76 65 72 79 20 73 6d 61 6c 6c 20 6e 6f 6e 63 65 6e 74 72 61 6c | quare.with.very.small.noncentral |
| 8aa20 | 69 74 79 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 72 65 20 74 6f 20 61 20 63 68 | ity,.........and.compare.to.a.ch |
| 8aa40 | 69 73 71 75 61 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 | isquare...........>>>.plt.figure |
| 8aa60 | 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 | ().........>>>.values.=.plt.hist |
| 8aa80 | 28 72 6e 67 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 2e 30 30 | (rng.noncentral_chisquare(3,..00 |
| 8aaa0 | 30 30 30 30 31 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 | 00001,.100000),................. |
| 8aac0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28 30 2e 2c | ..............bins=np.arange(0., |
| 8aae0 | 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 | .25,..1),.density=True)......... |
| 8ab00 | 3e 3e 3e 20 76 61 6c 75 65 73 32 20 3d 20 70 6c 74 2e 68 69 73 74 28 72 6e 67 2e 63 68 69 73 71 | >>>.values2.=.plt.hist(rng.chisq |
| 8ab20 | 75 61 72 65 28 33 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 | uare(3,.100000),................ |
| 8ab40 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28 30 | ................bins=np.arange(0 |
| 8ab60 | 2e 2c 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 | .,.25,..1),.density=True)....... |
| 8ab80 | 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 76 61 6c 75 65 73 5b 31 5d 5b 30 3a 2d 31 5d 2c 20 | ..>>>.plt.plot(values[1][0:-1],. |
| 8aba0 | 76 61 6c 75 65 73 5b 30 5d 2d 76 61 6c 75 65 73 32 5b 30 5d 2c 20 27 6f 62 27 29 0a 20 20 20 20 | values[0]-values2[0],.'ob')..... |
| 8abc0 | 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 65 6d 6f | ....>>>.plt.show()..........Demo |
| 8abe0 | 6e 73 74 72 61 74 65 20 68 6f 77 20 6c 61 72 67 65 20 76 61 6c 75 65 73 20 6f 66 20 6e 6f 6e 2d | nstrate.how.large.values.of.non- |
| 8ac00 | 63 65 6e 74 72 61 6c 69 74 79 20 6c 65 61 64 20 74 6f 20 61 20 6d 6f 72 65 20 73 79 6d 6d 65 74 | centrality.lead.to.a.more.symmet |
| 8ac20 | 72 69 63 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 | ric.........distribution........ |
| 8ac40 | 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ...>>>.plt.figure().........>>>. |
| 8ac60 | 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 72 6e 67 2e 6e 6f 6e 63 65 6e 74 72 61 6c | values.=.plt.hist(rng.noncentral |
| 8ac80 | 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 | _chisquare(3,.20,.100000),...... |
| 8aca0 | 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 32 30 | .........................bins=20 |
| 8acc0 | 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | 0,.density=True).........>>>.plt |
| 8ace0 | 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .show()......................... |
| 8ad00 | 0a 20 20 20 20 20 20 20 20 70 61 72 65 74 6f 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 | .........pareto(a,.size=None)... |
| 8ad20 | 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 50 61 72 65 74 | .......Draw.samples.from.a.Paret |
| 8ad40 | 6f 20 49 49 20 6f 72 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a | o.II.or.Lomax.distribution.with. |
| 8ad60 | 20 20 20 20 20 20 20 20 73 70 65 63 69 66 69 65 64 20 73 68 61 70 65 2e 0a 0a 20 20 20 20 20 20 | ........specified.shape......... |
| 8ad80 | 20 20 54 68 65 20 4c 6f 6d 61 78 20 6f 72 20 50 61 72 65 74 6f 20 49 49 20 64 69 73 74 72 69 62 | ..The.Lomax.or.Pareto.II.distrib |
| 8ada0 | 75 74 69 6f 6e 20 69 73 20 61 20 73 68 69 66 74 65 64 20 50 61 72 65 74 6f 0a 20 20 20 20 20 20 | ution.is.a.shifted.Pareto....... |
| 8adc0 | 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 54 68 65 20 63 6c 61 73 73 69 63 61 6c 20 50 61 | ..distribution..The.classical.Pa |
| 8ade0 | 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 0a 20 20 20 20 20 20 20 | reto.distribution.can.be........ |
| 8ae00 | 20 6f 62 74 61 69 6e 65 64 20 66 72 6f 6d 20 74 68 65 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62 | .obtained.from.the.Lomax.distrib |
| 8ae20 | 75 74 69 6f 6e 20 62 79 20 61 64 64 69 6e 67 20 31 20 61 6e 64 0a 20 20 20 20 20 20 20 20 6d 75 | ution.by.adding.1.and.........mu |
| 8ae40 | 6c 74 69 70 6c 79 69 6e 67 20 62 79 20 74 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 | ltiplying.by.the.scale.parameter |
| 8ae60 | 20 60 60 6d 60 60 20 28 73 65 65 20 4e 6f 74 65 73 29 2e 20 20 54 68 65 0a 20 20 20 20 20 20 20 | .``m``.(see.Notes)...The........ |
| 8ae80 | 20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 4c 6f 6d 61 78 20 64 69 73 | .smallest.value.of.the.Lomax.dis |
| 8aea0 | 74 72 69 62 75 74 69 6f 6e 20 69 73 20 7a 65 72 6f 20 77 68 69 6c 65 20 66 6f 72 20 74 68 65 0a | tribution.is.zero.while.for.the. |
| 8aec0 | 20 20 20 20 20 20 20 20 63 6c 61 73 73 69 63 61 6c 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 | ........classical.Pareto.distrib |
| 8aee0 | 75 74 69 6f 6e 20 69 74 20 69 73 20 60 60 6d 75 60 60 2c 20 77 68 65 72 65 20 74 68 65 20 73 74 | ution.it.is.``mu``,.where.the.st |
| 8af00 | 61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 | andard.........Pareto.distributi |
| 8af20 | 6f 6e 20 68 61 73 20 6c 6f 63 61 74 69 6f 6e 20 60 60 6d 75 20 3d 20 31 60 60 2e 20 20 4c 6f 6d | on.has.location.``mu.=.1``...Lom |
| 8af40 | 61 78 20 63 61 6e 20 61 6c 73 6f 0a 20 20 20 20 20 20 20 20 62 65 20 63 6f 6e 73 69 64 65 72 65 | ax.can.also.........be.considere |
| 8af60 | 64 20 61 73 20 61 20 73 69 6d 70 6c 69 66 69 65 64 20 76 65 72 73 69 6f 6e 20 6f 66 20 74 68 65 | d.as.a.simplified.version.of.the |
| 8af80 | 20 47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20 20 20 20 20 20 50 61 72 65 74 6f 20 64 69 73 74 | .Generalized.........Pareto.dist |
| 8afa0 | 72 69 62 75 74 69 6f 6e 20 28 61 76 61 69 6c 61 62 6c 65 20 69 6e 20 53 63 69 50 79 29 2c 20 77 | ribution.(available.in.SciPy),.w |
| 8afc0 | 69 74 68 20 74 68 65 20 73 63 61 6c 65 20 73 65 74 0a 20 20 20 20 20 20 20 20 74 6f 20 6f 6e 65 | ith.the.scale.set.........to.one |
| 8afe0 | 20 61 6e 64 20 74 68 65 20 6c 6f 63 61 74 69 6f 6e 20 73 65 74 20 74 6f 20 7a 65 72 6f 2e 0a 0a | .and.the.location.set.to.zero... |
| 8b000 | 20 20 20 20 20 20 20 20 54 68 65 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | ........The.Pareto.distribution. |
| 8b020 | 6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 7a 65 72 6f 2c 20 61 6e 64 20 69 | must.be.greater.than.zero,.and.i |
| 8b040 | 73 0a 20 20 20 20 20 20 20 20 75 6e 62 6f 75 6e 64 65 64 20 61 62 6f 76 65 2e 20 20 49 74 20 69 | s.........unbounded.above...It.i |
| 8b060 | 73 20 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 20 22 38 30 2d 32 30 20 72 75 6c 65 22 | s.also.known.as.the."80-20.rule" |
| 8b080 | 2e 20 20 49 6e 0a 20 20 20 20 20 20 20 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c | ...In.........this.distribution, |
| 8b0a0 | 20 38 30 20 70 65 72 63 65 6e 74 20 6f 66 20 74 68 65 20 77 65 69 67 68 74 73 20 61 72 65 20 69 | .80.percent.of.the.weights.are.i |
| 8b0c0 | 6e 20 74 68 65 20 6c 6f 77 65 73 74 0a 20 20 20 20 20 20 20 20 32 30 20 70 65 72 63 65 6e 74 20 | n.the.lowest.........20.percent. |
| 8b0e0 | 6f 66 20 74 68 65 20 72 61 6e 67 65 2c 20 77 68 69 6c 65 20 74 68 65 20 6f 74 68 65 72 20 32 30 | of.the.range,.while.the.other.20 |
| 8b100 | 20 70 65 72 63 65 6e 74 20 66 69 6c 6c 20 74 68 65 0a 20 20 20 20 20 20 20 20 72 65 6d 61 69 6e | .percent.fill.the.........remain |
| 8b120 | 69 6e 67 20 38 30 20 70 65 72 63 65 6e 74 20 6f 66 20 74 68 65 20 72 61 6e 67 65 2e 0a 0a 20 20 | ing.80.percent.of.the.range..... |
| 8b140 | 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......Parameters.........------- |
| 8b160 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c | ---.........a.:.float.or.array_l |
| 8b180 | 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 68 61 70 65 20 | ike.of.floats.............Shape. |
| 8b1a0 | 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 70 6f 73 | of.the.distribution..Must.be.pos |
| 8b1c0 | 69 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 | itive..........size.:.int.or.tup |
| 8b1e0 | 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | le.of.ints,.optional............ |
| 8b200 | 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 | .Output.shape...If.the.given.sha |
| 8b220 | 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e | pe.is,.e.g.,.``(m,.n,.k)``,.then |
| 8b240 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c | .............``m.*.n.*.k``.sampl |
| 8b260 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 | es.are.drawn...If.size.is.``None |
| 8b280 | 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 | ``.(default),.............a.sing |
| 8b2a0 | 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 | le.value.is.returned.if.``a``.is |
| 8b2c0 | 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 | .a.scalar...Otherwise,.......... |
| 8b2e0 | 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 | ...``np.array(a).size``.samples. |
| 8b300 | 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 | are.drawn...........Returns..... |
| 8b320 | 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 | ....-------.........out.:.ndarra |
| 8b340 | 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 | y.or.scalar.............Drawn.sa |
| 8b360 | 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 50 61 72 | mples.from.the.parameterized.Par |
| 8b380 | 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 | eto.distribution...........See.A |
| 8b3a0 | 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 | lso.........--------.........sci |
| 8b3c0 | 70 79 2e 73 74 61 74 73 2e 6c 6f 6d 61 78 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e | py.stats.lomax.:.probability.den |
| 8b3e0 | 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 | sity.function,.distribution.or.. |
| 8b400 | 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 | ...........cumulative.density.fu |
| 8b420 | 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 | nction,.etc..........scipy.stats |
| 8b440 | 2e 67 65 6e 70 61 72 65 74 6f 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 | .genpareto.:.probability.density |
| 8b460 | 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 | .function,.distribution.or...... |
| 8b480 | 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 | .......cumulative.density.functi |
| 8b4a0 | 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 | on,.etc...........Notes......... |
| 8b4c0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 | -----.........The.probability.de |
| 8b4e0 | 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f | nsity.for.the.Pareto.distributio |
| 8b500 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c | n.is.............math::.p(x).=.\ |
| 8b520 | 66 72 61 63 7b 61 6d 5e 61 7d 7b 78 5e 7b 61 2b 31 7d 7d 0a 0a 20 20 20 20 20 20 20 20 77 68 65 | frac{am^a}{x^{a+1}}..........whe |
| 8b540 | 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d | re.:math:`a`.is.the.shape.and.:m |
| 8b560 | 61 74 68 3a 60 6d 60 20 74 68 65 20 73 63 61 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 | ath:`m`.the.scale...........The. |
| 8b580 | 50 61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6e 61 6d 65 64 20 61 66 74 65 72 | Pareto.distribution,.named.after |
| 8b5a0 | 20 74 68 65 20 49 74 61 6c 69 61 6e 20 65 63 6f 6e 6f 6d 69 73 74 0a 20 20 20 20 20 20 20 20 56 | .the.Italian.economist.........V |
| 8b5c0 | 69 6c 66 72 65 64 6f 20 50 61 72 65 74 6f 2c 20 69 73 20 61 20 70 6f 77 65 72 20 6c 61 77 20 70 | ilfredo.Pareto,.is.a.power.law.p |
| 8b5e0 | 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 | robability.distribution......... |
| 8b600 | 75 73 65 66 75 6c 20 69 6e 20 6d 61 6e 79 20 72 65 61 6c 20 77 6f 72 6c 64 20 70 72 6f 62 6c 65 | useful.in.many.real.world.proble |
| 8b620 | 6d 73 2e 20 20 4f 75 74 73 69 64 65 20 74 68 65 20 66 69 65 6c 64 20 6f 66 0a 20 20 20 20 20 20 | ms...Outside.the.field.of....... |
| 8b640 | 20 20 65 63 6f 6e 6f 6d 69 63 73 20 69 74 20 69 73 20 67 65 6e 65 72 61 6c 6c 79 20 72 65 66 65 | ..economics.it.is.generally.refe |
| 8b660 | 72 72 65 64 20 74 6f 20 61 73 20 74 68 65 20 42 72 61 64 66 6f 72 64 0a 20 20 20 20 20 20 20 20 | rred.to.as.the.Bradford......... |
| 8b680 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 50 61 72 65 74 6f 20 64 65 76 65 6c 6f 70 65 64 20 74 | distribution..Pareto.developed.t |
| 8b6a0 | 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 6f 20 64 65 73 63 72 69 62 65 0a 20 20 20 20 | he.distribution.to.describe..... |
| 8b6c0 | 20 20 20 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 77 65 61 6c 74 68 20 69 | ....the.distribution.of.wealth.i |
| 8b6e0 | 6e 20 61 6e 20 65 63 6f 6e 6f 6d 79 2e 20 20 49 74 20 68 61 73 20 61 6c 73 6f 20 66 6f 75 6e 64 | n.an.economy...It.has.also.found |
| 8b700 | 0a 20 20 20 20 20 20 20 20 75 73 65 20 69 6e 20 69 6e 73 75 72 61 6e 63 65 2c 20 77 65 62 20 70 | .........use.in.insurance,.web.p |
| 8b720 | 61 67 65 20 61 63 63 65 73 73 20 73 74 61 74 69 73 74 69 63 73 2c 20 6f 69 6c 20 66 69 65 6c 64 | age.access.statistics,.oil.field |
| 8b740 | 20 73 69 7a 65 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 6d 61 6e 79 20 6f 74 68 65 72 20 70 | .sizes,.........and.many.other.p |
| 8b760 | 72 6f 62 6c 65 6d 73 2c 20 69 6e 63 6c 75 64 69 6e 67 20 74 68 65 20 64 6f 77 6e 6c 6f 61 64 20 | roblems,.including.the.download. |
| 8b780 | 66 72 65 71 75 65 6e 63 79 20 66 6f 72 0a 20 20 20 20 20 20 20 20 70 72 6f 6a 65 63 74 73 20 69 | frequency.for.........projects.i |
| 8b7a0 | 6e 20 53 6f 75 72 63 65 66 6f 72 67 65 20 5b 31 5d 5f 2e 20 20 49 74 20 69 73 20 6f 6e 65 20 6f | n.Sourceforge.[1]_...It.is.one.o |
| 8b7c0 | 66 20 74 68 65 20 73 6f 2d 63 61 6c 6c 65 64 0a 20 20 20 20 20 20 20 20 22 66 61 74 2d 74 61 69 | f.the.so-called........."fat-tai |
| 8b7e0 | 6c 65 64 22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 0a 20 20 20 20 20 20 20 20 52 65 | led".distributions............Re |
| 8b800 | 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ferences.........----------..... |
| 8b820 | 20 20 20 20 2e 2e 20 5b 31 5d 20 46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64 20 50 61 75 6c | .......[1].Francis.Hunt.and.Paul |
| 8b840 | 20 4a 6f 68 6e 73 6f 6e 2c 20 4f 6e 20 74 68 65 20 50 61 72 65 74 6f 20 44 69 73 74 72 69 62 75 | .Johnson,.On.the.Pareto.Distribu |
| 8b860 | 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72 63 65 66 6f 72 | tion.of................Sourcefor |
| 8b880 | 67 65 20 70 72 6f 6a 65 63 74 73 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 61 72 65 | ge.projects.............[2].Pare |
| 8b8a0 | 74 6f 2c 20 56 2e 20 28 31 38 39 36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f 6c 69 74 69 63 | to,.V..(1896)..Course.of.Politic |
| 8b8c0 | 61 6c 20 45 63 6f 6e 6f 6d 79 2e 20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20 20 20 20 2e 2e | al.Economy..Lausanne............ |
| 8b8e0 | 20 5b 33 5d 20 52 65 69 73 73 2c 20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d 2e 28 32 30 30 | .[3].Reiss,.R.D.,.Thomas,.M.(200 |
| 8b900 | 31 29 2c 20 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 | 1),.Statistical.Analysis.of.Extr |
| 8b920 | 65 6d 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 2c 20 42 69 72 6b 68 | eme................Values,.Birkh |
| 8b940 | 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 32 33 2d 33 30 2e 0a 20 | auser.Verlag,.Basel,.pp.23-30... |
| 8b960 | 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 61 72 65 74 6f | ..........[4].Wikipedia,."Pareto |
| 8b980 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 | .distribution",................h |
| 8b9a0 | 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 61 72 | ttps://en.wikipedia.org/wiki/Par |
| 8b9c0 | 65 74 6f 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | eto_distribution..........Exampl |
| 8b9e0 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 | es.........--------.........Draw |
| 8ba00 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a | .samples.from.the.distribution:. |
| 8ba20 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 2c 20 6d 20 3d 20 33 2e 2c 20 32 2e 20 20 23 20 73 68 | .........>>>.a,.m.=.3.,.2...#.sh |
| 8ba40 | 61 70 65 20 61 6e 64 20 6d 6f 64 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 28 6e 70 | ape.and.mode.........>>>.s.=.(np |
| 8ba60 | 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 70 61 72 65 74 6f 28 61 2c 20 | .random.default_rng().pareto(a,. |
| 8ba80 | 31 30 30 30 29 20 2b 20 31 29 20 2a 20 6d 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 | 1000).+.1).*.m..........Display. |
| 8baa0 | 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c | the.histogram.of.the.samples,.al |
| 8bac0 | 6f 6e 67 20 77 69 74 68 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 | ong.with.the.probability........ |
| 8bae0 | 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .density.function:..........>>>. |
| 8bb00 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 8bb20 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 5f 20 3d 20 70 6c 74 | ........>>>.count,.bins,._.=.plt |
| 8bb40 | 2e 68 69 73 74 28 73 2c 20 31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 | .hist(s,.100,.density=True)..... |
| 8bb60 | 20 20 20 20 3e 3e 3e 20 66 69 74 20 3d 20 61 2a 6d 2a 2a 61 20 2f 20 62 69 6e 73 2a 2a 28 61 2b | ....>>>.fit.=.a*m**a./.bins**(a+ |
| 8bb80 | 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 6d 61 | 1).........>>>.plt.plot(bins,.ma |
| 8bba0 | 78 28 63 6f 75 6e 74 29 2a 66 69 74 2f 6d 61 78 28 66 69 74 29 2c 20 6c 69 6e 65 77 69 64 74 68 | x(count)*fit/max(fit),.linewidth |
| 8bbc0 | 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 | =2,.color='r').........>>>.plt.s |
| 8bbe0 | 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 0a 20 20 20 20 20 20 20 20 6c 61 70 6c 61 63 65 | how()....................laplace |
| 8bc00 | 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a | (loc=0.0,.scale=1.0,.size=None). |
| 8bc20 | 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 4c | .........Draw.samples.from.the.L |
| 8bc40 | 61 70 6c 61 63 65 20 6f 72 20 64 6f 75 62 6c 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 | aplace.or.double.exponential.dis |
| 8bc60 | 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 73 70 65 63 69 66 69 65 64 | tribution.with.........specified |
| 8bc80 | 20 6c 6f 63 61 74 69 6f 6e 20 28 6f 72 20 6d 65 61 6e 29 20 61 6e 64 20 73 63 61 6c 65 20 28 64 | .location.(or.mean).and.scale.(d |
| 8bca0 | 65 63 61 79 29 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 4c 61 70 6c 61 63 65 20 64 69 73 74 | ecay)...........The.Laplace.dist |
| 8bcc0 | 72 69 62 75 74 69 6f 6e 20 69 73 20 73 69 6d 69 6c 61 72 20 74 6f 20 74 68 65 20 47 61 75 73 73 | ribution.is.similar.to.the.Gauss |
| 8bce0 | 69 61 6e 2f 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 | ian/normal.distribution,........ |
| 8bd00 | 20 62 75 74 20 69 73 20 73 68 61 72 70 65 72 20 61 74 20 74 68 65 20 70 65 61 6b 20 61 6e 64 20 | .but.is.sharper.at.the.peak.and. |
| 8bd20 | 68 61 73 20 66 61 74 74 65 72 20 74 61 69 6c 73 2e 20 49 74 20 72 65 70 72 65 73 65 6e 74 73 20 | has.fatter.tails..It.represents. |
| 8bd40 | 74 68 65 0a 20 20 20 20 20 20 20 20 64 69 66 66 65 72 65 6e 63 65 20 62 65 74 77 65 65 6e 20 74 | the.........difference.between.t |
| 8bd60 | 77 6f 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65 6e 74 69 63 61 6c 6c 79 20 64 69 73 74 | wo.independent,.identically.dist |
| 8bd80 | 72 69 62 75 74 65 64 20 65 78 70 6f 6e 65 6e 74 69 61 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64 | ributed.exponential.........rand |
| 8bda0 | 6f 6d 20 76 61 72 69 61 62 6c 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 | om.variables...........Parameter |
| 8bdc0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 63 | s.........----------.........loc |
| 8bde0 | 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 | .:.float.or.array_like.of.floats |
| 8be00 | 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 70 6f 73 69 74 | ,.optional.............The.posit |
| 8be20 | 69 6f 6e 2c 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 2c 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 | ion,.:math:`\mu`,.of.the.distrib |
| 8be40 | 75 74 69 6f 6e 20 70 65 61 6b 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 | ution.peak..Default.is.0........ |
| 8be60 | 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 | ..scale.:.float.or.array_like.of |
| 8be80 | 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 3a 6d | .floats,.optional.............:m |
| 8bea0 | 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 2c 20 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 | ath:`\lambda`,.the.exponential.d |
| 8bec0 | 65 63 61 79 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d | ecay..Default.is.1..Must.be.non- |
| 8bee0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 | .............negative..........s |
| 8bf00 | 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 | ize.:.int.or.tuple.of.ints,.opti |
| 8bf20 | 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 | onal.............Output.shape... |
| 8bf40 | 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 | If.the.given.shape.is,.e.g.,.``( |
| 8bf60 | 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d | m,.n,.k)``,.then.............``m |
| 8bf80 | 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 | .*.n.*.k``.samples.are.drawn...I |
| 8bfa0 | 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 | f.size.is.``None``.(default),... |
| 8bfc0 | 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 | ..........a.single.value.is.retu |
| 8bfe0 | 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 | rned.if.``loc``.and.``scale``.ar |
| 8c000 | 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 | e.both.scalars..............Othe |
| 8c020 | 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 61 6c 65 | rwise,.``np.broadcast(loc,.scale |
| 8c040 | 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 | ).size``.samples.are.drawn...... |
| 8c060 | 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | .....Returns.........-------.... |
| 8c080 | 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 | .....out.:.ndarray.or.scalar.... |
| 8c0a0 | 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | .........Drawn.samples.from.the. |
| 8c0c0 | 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62 75 74 69 | parameterized.Laplace.distributi |
| 8c0e0 | 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | on...........Notes.........----- |
| 8c100 | 0a 20 20 20 20 20 20 20 20 49 74 20 68 61 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | .........It.has.the.probability. |
| 8c120 | 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 | density.function.............mat |
| 8c140 | 68 3a 3a 20 66 28 78 3b 20 5c 6d 75 2c 20 5c 6c 61 6d 62 64 61 29 20 3d 20 5c 66 72 61 63 7b 31 | h::.f(x;.\mu,.\lambda).=.\frac{1 |
| 8c160 | 7d 7b 32 5c 6c 61 6d 62 64 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | }{2\lambda}..................... |
| 8c180 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 65 78 70 5c 6c 65 66 74 28 2d 5c 66 | ...................\exp\left(-\f |
| 8c1a0 | 72 61 63 7b 7c 78 20 2d 20 5c 6d 75 7c 7d 7b 5c 6c 61 6d 62 64 61 7d 5c 72 69 67 68 74 29 2e 0a | rac{|x.-.\mu|}{\lambda}\right).. |
| 8c1c0 | 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 69 72 73 74 20 6c 61 77 20 6f 66 20 4c 61 70 6c 61 63 | .........The.first.law.of.Laplac |
| 8c1e0 | 65 2c 20 66 72 6f 6d 20 31 37 37 34 2c 20 73 74 61 74 65 73 20 74 68 61 74 20 74 68 65 20 66 72 | e,.from.1774,.states.that.the.fr |
| 8c200 | 65 71 75 65 6e 63 79 0a 20 20 20 20 20 20 20 20 6f 66 20 61 6e 20 65 72 72 6f 72 20 63 61 6e 20 | equency.........of.an.error.can. |
| 8c220 | 62 65 20 65 78 70 72 65 73 73 65 64 20 61 73 20 61 6e 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 66 | be.expressed.as.an.exponential.f |
| 8c240 | 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 61 62 73 6f 6c 75 74 65 20 | unction.of.the.........absolute. |
| 8c260 | 6d 61 67 6e 69 74 75 64 65 20 6f 66 20 74 68 65 20 65 72 72 6f 72 2c 20 77 68 69 63 68 20 6c 65 | magnitude.of.the.error,.which.le |
| 8c280 | 61 64 73 20 74 6f 20 74 68 65 20 4c 61 70 6c 61 63 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 | ads.to.the.Laplace.........distr |
| 8c2a0 | 69 62 75 74 69 6f 6e 2e 20 46 6f 72 20 6d 61 6e 79 20 70 72 6f 62 6c 65 6d 73 20 69 6e 20 65 63 | ibution..For.many.problems.in.ec |
| 8c2c0 | 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 68 65 61 6c 74 68 0a 20 20 20 20 20 20 20 20 73 63 69 65 6e | onomics.and.health.........scien |
| 8c2e0 | 63 65 73 2c 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 65 65 6d 73 20 74 6f 20 | ces,.this.distribution.seems.to. |
| 8c300 | 6d 6f 64 65 6c 20 74 68 65 20 64 61 74 61 20 62 65 74 74 65 72 0a 20 20 20 20 20 20 20 20 74 68 | model.the.data.better.........th |
| 8c320 | 61 6e 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 | an.the.standard.Gaussian.distrib |
| 8c340 | 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 | ution...........References...... |
| 8c360 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 41 62 72 | ...----------............[1].Abr |
| 8c380 | 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75 6e 2c 20 49 2e 20 41 2e 20 28 45 | amowitz,.M..and.Stegun,.I..A..(E |
| 8c3a0 | 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | ds.).."Handbook.of.............. |
| 8c3c0 | 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69 6f 6e 73 20 77 69 74 68 20 46 6f | ..Mathematical.Functions.with.Fo |
| 8c3e0 | 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c 20 61 6e 64 20 4d 61 74 68 65 6d 61 74 69 63 61 6c | rmulas,.Graphs,.and.Mathematical |
| 8c400 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 54 61 62 6c 65 73 2c 20 39 74 68 20 70 72 69 6e | ................Tables,.9th.prin |
| 8c420 | 74 69 6e 67 2c 22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 6f 76 65 72 2c 20 31 39 37 32 2e 0a 20 20 | ting,".New.York:.Dover,.1972.... |
| 8c440 | 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 4b 6f 74 7a 2c 20 53 61 6d 75 65 6c 2c 20 65 74 2e 20 61 | .........[2].Kotz,.Samuel,.et..a |
| 8c460 | 6c 2e 20 22 54 68 65 20 4c 61 70 6c 61 63 65 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 | l.."The.Laplace.Distribution.and |
| 8c480 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 73 2c | ................Generalizations, |
| 8c4a0 | 20 22 20 42 69 72 6b 68 61 75 73 65 72 2c 20 32 30 30 31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 | .".Birkhauser,.2001............. |
| 8c4c0 | 5b 33 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4c 61 70 6c 61 63 65 20 | [3].Weisstein,.Eric.W.."Laplace. |
| 8c4e0 | 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 | Distribution."................Fr |
| 8c500 | 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f | om.MathWorld--A.Wolfram.Web.Reso |
| 8c520 | 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 | urce.................http://math |
| 8c540 | 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4c 61 70 6c 61 63 65 44 69 73 74 72 69 62 | world.wolfram.com/LaplaceDistrib |
| 8c560 | 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 | ution.html............[4].Wikipe |
| 8c580 | 64 69 61 2c 20 22 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 | dia,."Laplace.distribution",.... |
| 8c5a0 | 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 | ............https://en.wikipedia |
| 8c5c0 | 2e 6f 72 67 2f 77 69 6b 69 2f 4c 61 70 6c 61 63 65 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a | .org/wiki/Laplace_distribution.. |
| 8c5e0 | 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........Examples.........------- |
| 8c600 | 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | -.........Draw.samples.from.the. |
| 8c620 | 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 6f 63 2c 20 73 | distribution..........>>>.loc,.s |
| 8c640 | 63 61 6c 65 20 3d 20 30 2e 2c 20 31 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 | cale.=.0.,.1..........>>>.s.=.np |
| 8c660 | 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6c 61 70 6c 61 63 65 28 6c 6f | .random.default_rng().laplace(lo |
| 8c680 | 63 2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 | c,.scale,.1000)..........Display |
| 8c6a0 | 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 | .the.histogram.of.the.samples,.a |
| 8c6c0 | 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 | long.with.........the.probabilit |
| 8c6e0 | 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | y.density.function:..........>>> |
| 8c700 | 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 | .import.matplotlib.pyplot.as.plt |
| 8c720 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 | .........>>>.count,.bins,.ignore |
| 8c740 | 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 | d.=.plt.hist(s,.30,.density=True |
| 8c760 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 2d 38 2e 2c | ).........>>>.x.=.np.arange(-8., |
| 8c780 | 20 38 2e 2c 20 2e 30 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66 20 3d 20 6e 70 2e 65 | .8.,..01).........>>>.pdf.=.np.e |
| 8c7a0 | 78 70 28 2d 61 62 73 28 78 2d 6c 6f 63 29 2f 73 63 61 6c 65 29 2f 28 32 2e 2a 73 63 61 6c 65 29 | xp(-abs(x-loc)/scale)/(2.*scale) |
| 8c7c0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 70 64 66 29 0a 0a 20 | .........>>>.plt.plot(x,.pdf)... |
| 8c7e0 | 20 20 20 20 20 20 20 50 6c 6f 74 20 47 61 75 73 73 69 61 6e 20 66 6f 72 20 63 6f 6d 70 61 72 69 | .......Plot.Gaussian.for.compari |
| 8c800 | 73 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67 20 3d 20 28 31 2f 28 73 63 61 6c 65 20 | son:..........>>>.g.=.(1/(scale. |
| 8c820 | 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 20 2a 0a 20 20 20 20 20 20 20 20 | *.np.sqrt(2.*.np.pi)).*......... |
| 8c840 | 2e 2e 2e 20 20 20 20 20 20 6e 70 2e 65 78 70 28 2d 28 78 20 2d 20 6c 6f 63 29 2a 2a 32 20 2f 20 | .........np.exp(-(x.-.loc)**2./. |
| 8c860 | 28 32 20 2a 20 73 63 61 6c 65 2a 2a 32 29 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 | (2.*.scale**2))).........>>>.plt |
| 8c880 | 2e 70 6c 6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 | .plot(x,g)...................... |
| 8c8a0 | 43 6f 6e 73 74 72 75 63 74 20 61 20 6e 65 77 20 47 65 6e 65 72 61 74 6f 72 20 77 69 74 68 20 74 | Construct.a.new.Generator.with.t |
| 8c8c0 | 68 65 20 64 65 66 61 75 6c 74 20 42 69 74 47 65 6e 65 72 61 74 6f 72 20 28 50 43 47 36 34 29 2e | he.default.BitGenerator.(PCG64). |
| 8c8e0 | 0a 0a 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a | ......Parameters.....----------. |
| 8c900 | 20 20 20 20 73 65 65 64 20 3a 20 7b 4e 6f 6e 65 2c 20 69 6e 74 2c 20 61 72 72 61 79 5f 6c 69 6b | ....seed.:.{None,.int,.array_lik |
| 8c920 | 65 5b 69 6e 74 73 5d 2c 20 53 65 65 64 53 65 71 75 65 6e 63 65 2c 20 42 69 74 47 65 6e 65 72 61 | e[ints],.SeedSequence,.BitGenera |
| 8c940 | 74 6f 72 2c 20 47 65 6e 65 72 61 74 6f 72 7d 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 | tor,.Generator},.optional....... |
| 8c960 | 20 20 41 20 73 65 65 64 20 74 6f 20 69 6e 69 74 69 61 6c 69 7a 65 20 74 68 65 20 60 42 69 74 47 | ..A.seed.to.initialize.the.`BitG |
| 8c980 | 65 6e 65 72 61 74 6f 72 60 2e 20 49 66 20 4e 6f 6e 65 2c 20 74 68 65 6e 20 66 72 65 73 68 2c 0a | enerator`..If.None,.then.fresh,. |
| 8c9a0 | 20 20 20 20 20 20 20 20 75 6e 70 72 65 64 69 63 74 61 62 6c 65 20 65 6e 74 72 6f 70 79 20 77 69 | ........unpredictable.entropy.wi |
| 8c9c0 | 6c 6c 20 62 65 20 70 75 6c 6c 65 64 20 66 72 6f 6d 20 74 68 65 20 4f 53 2e 20 49 66 20 61 6e 20 | ll.be.pulled.from.the.OS..If.an. |
| 8c9e0 | 60 60 69 6e 74 60 60 20 6f 72 0a 20 20 20 20 20 20 20 20 60 60 61 72 72 61 79 5f 6c 69 6b 65 5b | ``int``.or.........``array_like[ |
| 8ca00 | 69 6e 74 73 5d 60 60 20 69 73 20 70 61 73 73 65 64 2c 20 74 68 65 6e 20 69 74 20 77 69 6c 6c 20 | ints]``.is.passed,.then.it.will. |
| 8ca20 | 62 65 20 70 61 73 73 65 64 20 74 6f 0a 20 20 20 20 20 20 20 20 60 53 65 65 64 53 65 71 75 65 6e | be.passed.to.........`SeedSequen |
| 8ca40 | 63 65 60 20 74 6f 20 64 65 72 69 76 65 20 74 68 65 20 69 6e 69 74 69 61 6c 20 60 42 69 74 47 65 | ce`.to.derive.the.initial.`BitGe |
| 8ca60 | 6e 65 72 61 74 6f 72 60 20 73 74 61 74 65 2e 20 4f 6e 65 20 6d 61 79 20 61 6c 73 6f 0a 20 20 20 | nerator`.state..One.may.also.... |
| 8ca80 | 20 20 20 20 20 70 61 73 73 20 69 6e 20 61 20 60 53 65 65 64 53 65 71 75 65 6e 63 65 60 20 69 6e | .....pass.in.a.`SeedSequence`.in |
| 8caa0 | 73 74 61 6e 63 65 2e 0a 20 20 20 20 20 20 20 20 41 64 64 69 74 69 6f 6e 61 6c 6c 79 2c 20 77 68 | stance..........Additionally,.wh |
| 8cac0 | 65 6e 20 70 61 73 73 65 64 20 61 20 60 42 69 74 47 65 6e 65 72 61 74 6f 72 60 2c 20 69 74 20 77 | en.passed.a.`BitGenerator`,.it.w |
| 8cae0 | 69 6c 6c 20 62 65 20 77 72 61 70 70 65 64 20 62 79 0a 20 20 20 20 20 20 20 20 60 47 65 6e 65 72 | ill.be.wrapped.by.........`Gener |
| 8cb00 | 61 74 6f 72 60 2e 20 49 66 20 70 61 73 73 65 64 20 61 20 60 47 65 6e 65 72 61 74 6f 72 60 2c 20 | ator`..If.passed.a.`Generator`,. |
| 8cb20 | 69 74 20 77 69 6c 6c 20 62 65 20 72 65 74 75 72 6e 65 64 20 75 6e 61 6c 74 65 72 65 64 2e 0a 0a | it.will.be.returned.unaltered... |
| 8cb40 | 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 65 6e 65 | ....Returns.....-------.....Gene |
| 8cb60 | 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 54 68 65 20 69 6e 69 74 69 61 6c 69 7a 65 64 20 67 65 | rator.........The.initialized.ge |
| 8cb80 | 6e 65 72 61 74 6f 72 20 6f 62 6a 65 63 74 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d | nerator.object.......Notes.....- |
| 8cba0 | 2d 2d 2d 2d 0a 20 20 20 20 49 66 20 60 60 73 65 65 64 60 60 20 69 73 20 6e 6f 74 20 61 20 60 42 | ----.....If.``seed``.is.not.a.`B |
| 8cbc0 | 69 74 47 65 6e 65 72 61 74 6f 72 60 20 6f 72 20 61 20 60 47 65 6e 65 72 61 74 6f 72 60 2c 20 61 | itGenerator`.or.a.`Generator`,.a |
| 8cbe0 | 20 6e 65 77 20 60 42 69 74 47 65 6e 65 72 61 74 6f 72 60 0a 20 20 20 20 69 73 20 69 6e 73 74 61 | .new.`BitGenerator`.....is.insta |
| 8cc00 | 6e 74 69 61 74 65 64 2e 20 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 64 6f 65 73 20 6e 6f 74 20 | ntiated..This.function.does.not. |
| 8cc20 | 6d 61 6e 61 67 65 20 61 20 64 65 66 61 75 6c 74 20 67 6c 6f 62 61 6c 20 69 6e 73 74 61 6e 63 65 | manage.a.default.global.instance |
| 8cc40 | 2e 0a 20 20 20 20 0a 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | ...........Examples.....-------- |
| 8cc60 | 0a 20 20 20 20 60 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 60 20 69 73 20 74 68 65 20 72 65 63 6f | .....``default_rng``.is.the.reco |
| 8cc80 | 6d 6d 65 6e 64 65 64 20 63 6f 6e 73 74 72 75 63 74 6f 72 20 66 6f 72 20 74 68 65 20 72 61 6e 64 | mmended.constructor.for.the.rand |
| 8cca0 | 6f 6d 20 6e 75 6d 62 65 72 20 63 6c 61 73 73 0a 20 20 20 20 60 60 47 65 6e 65 72 61 74 6f 72 60 | om.number.class.....``Generator` |
| 8ccc0 | 60 2e 20 48 65 72 65 20 61 72 65 20 73 65 76 65 72 61 6c 20 77 61 79 73 20 77 65 20 63 61 6e 20 | `..Here.are.several.ways.we.can. |
| 8cce0 | 63 6f 6e 73 74 72 75 63 74 20 61 20 72 61 6e 64 6f 6d 20 0a 20 20 20 20 6e 75 6d 62 65 72 20 67 | construct.a.random......number.g |
| 8cd00 | 65 6e 65 72 61 74 6f 72 20 75 73 69 6e 67 20 60 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 60 20 61 | enerator.using.``default_rng``.a |
| 8cd20 | 6e 64 20 74 68 65 20 60 60 47 65 6e 65 72 61 74 6f 72 60 60 20 63 6c 61 73 73 2e 20 0a 20 20 20 | nd.the.``Generator``.class...... |
| 8cd40 | 20 0a 20 20 20 20 48 65 72 65 20 77 65 20 75 73 65 20 60 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 | ......Here.we.use.``default_rng` |
| 8cd60 | 60 20 74 6f 20 67 65 6e 65 72 61 74 65 20 61 20 72 61 6e 64 6f 6d 20 66 6c 6f 61 74 3a 0a 20 0a | `.to.generate.a.random.float:... |
| 8cd80 | 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 3e | ....>>>.import.numpy.as.np.....> |
| 8cda0 | 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 31 | >>.rng.=.np.random.default_rng(1 |
| 8cdc0 | 32 33 34 35 29 0a 20 20 20 20 3e 3e 3e 20 70 72 69 6e 74 28 72 6e 67 29 0a 20 20 20 20 47 65 6e | 2345).....>>>.print(rng).....Gen |
| 8cde0 | 65 72 61 74 6f 72 28 50 43 47 36 34 29 0a 20 20 20 20 3e 3e 3e 20 72 66 6c 6f 61 74 20 3d 20 72 | erator(PCG64).....>>>.rfloat.=.r |
| 8ce00 | 6e 67 2e 72 61 6e 64 6f 6d 28 29 0a 20 20 20 20 3e 3e 3e 20 72 66 6c 6f 61 74 0a 20 20 20 20 30 | ng.random().....>>>.rfloat.....0 |
| 8ce20 | 2e 32 32 37 33 33 36 30 32 32 34 36 37 31 36 39 36 36 0a 20 20 20 20 3e 3e 3e 20 74 79 70 65 28 | .22733602246716966.....>>>.type( |
| 8ce40 | 72 66 6c 6f 61 74 29 0a 20 20 20 20 3c 63 6c 61 73 73 20 27 66 6c 6f 61 74 27 3e 0a 20 20 20 20 | rfloat).....<class.'float'>..... |
| 8ce60 | 20 0a 20 20 20 20 48 65 72 65 20 77 65 20 75 73 65 20 60 60 64 65 66 61 75 6c 74 5f 72 6e 67 60 | ......Here.we.use.``default_rng` |
| 8ce80 | 60 20 74 6f 20 67 65 6e 65 72 61 74 65 20 33 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 | `.to.generate.3.random.integers. |
| 8cea0 | 62 65 74 77 65 65 6e 20 30 20 0a 20 20 20 20 28 69 6e 63 6c 75 73 69 76 65 29 20 61 6e 64 20 31 | between.0......(inclusive).and.1 |
| 8cec0 | 30 20 28 65 78 63 6c 75 73 69 76 65 29 3a 0a 20 20 20 20 20 20 20 20 0a 20 20 20 20 3e 3e 3e 20 | 0.(exclusive):..............>>>. |
| 8cee0 | 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d | import.numpy.as.np.....>>>.rng.= |
| 8cf00 | 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 31 32 33 34 35 29 0a 20 20 | .np.random.default_rng(12345)... |
| 8cf20 | 20 20 3e 3e 3e 20 72 69 6e 74 73 20 3d 20 72 6e 67 2e 69 6e 74 65 67 65 72 73 28 6c 6f 77 3d 30 | ..>>>.rints.=.rng.integers(low=0 |
| 8cf40 | 2c 20 68 69 67 68 3d 31 30 2c 20 73 69 7a 65 3d 33 29 0a 20 20 20 20 3e 3e 3e 20 72 69 6e 74 73 | ,.high=10,.size=3).....>>>.rints |
| 8cf60 | 0a 20 20 20 20 61 72 72 61 79 28 5b 36 2c 20 32 2c 20 37 5d 29 0a 20 20 20 20 3e 3e 3e 20 74 79 | .....array([6,.2,.7]).....>>>.ty |
| 8cf80 | 70 65 28 72 69 6e 74 73 5b 30 5d 29 0a 20 20 20 20 3c 63 6c 61 73 73 20 27 6e 75 6d 70 79 2e 69 | pe(rints[0]).....<class.'numpy.i |
| 8cfa0 | 6e 74 36 34 27 3e 0a 20 20 20 20 0a 20 20 20 20 48 65 72 65 20 77 65 20 73 70 65 63 69 66 79 20 | nt64'>..........Here.we.specify. |
| 8cfc0 | 61 20 73 65 65 64 20 73 6f 20 74 68 61 74 20 77 65 20 68 61 76 65 20 72 65 70 72 6f 64 75 63 69 | a.seed.so.that.we.have.reproduci |
| 8cfe0 | 62 6c 65 20 72 65 73 75 6c 74 73 3a 0a 20 20 20 20 0a 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 | ble.results:..........>>>.import |
| 8d000 | 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 | .numpy.as.np.....>>>.rng.=.np.ra |
| 8d020 | 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 73 65 65 64 3d 34 32 29 0a 20 20 20 20 3e 3e | ndom.default_rng(seed=42).....>> |
| 8d040 | 3e 20 70 72 69 6e 74 28 72 6e 67 29 0a 20 20 20 20 47 65 6e 65 72 61 74 6f 72 28 50 43 47 36 34 | >.print(rng).....Generator(PCG64 |
| 8d060 | 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 31 20 3d 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 28 33 2c 20 | ).....>>>.arr1.=.rng.random((3,. |
| 8d080 | 33 29 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 31 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2e 37 | 3)).....>>>.arr1.....array([[0.7 |
| 8d0a0 | 37 33 39 35 36 30 35 2c 20 30 2e 34 33 38 38 37 38 34 34 2c 20 30 2e 38 35 38 35 39 37 39 32 5d | 7395605,.0.43887844,.0.85859792] |
| 8d0c0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e 36 39 37 33 36 38 30 33 2c 20 30 2e 30 39 34 31 | ,............[0.69736803,.0.0941 |
| 8d0e0 | 37 37 33 35 2c 20 30 2e 39 37 35 36 32 32 33 35 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 | 7735,.0.97562235],............[0 |
| 8d100 | 2e 37 36 31 31 33 39 37 20 2c 20 30 2e 37 38 36 30 36 34 33 31 2c 20 30 2e 31 32 38 31 31 33 36 | .7611397.,.0.78606431,.0.1281136 |
| 8d120 | 33 5d 5d 29 0a 0a 20 20 20 20 49 66 20 77 65 20 65 78 69 74 20 61 6e 64 20 72 65 73 74 61 72 74 | 3]])......If.we.exit.and.restart |
| 8d140 | 20 6f 75 72 20 50 79 74 68 6f 6e 20 69 6e 74 65 72 70 72 65 74 65 72 2c 20 77 65 27 6c 6c 20 73 | .our.Python.interpreter,.we'll.s |
| 8d160 | 65 65 20 74 68 61 74 20 77 65 0a 20 20 20 20 67 65 6e 65 72 61 74 65 20 74 68 65 20 73 61 6d 65 | ee.that.we.....generate.the.same |
| 8d180 | 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 73 20 61 67 61 69 6e 3a 0a 0a 20 20 20 20 3e 3e 3e 20 | .random.numbers.again:......>>>. |
| 8d1a0 | 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d | import.numpy.as.np.....>>>.rng.= |
| 8d1c0 | 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 73 65 65 64 3d 34 32 29 0a | .np.random.default_rng(seed=42). |
| 8d1e0 | 20 20 20 20 3e 3e 3e 20 61 72 72 32 20 3d 20 72 6e 67 2e 72 61 6e 64 6f 6d 28 28 33 2c 20 33 29 | ....>>>.arr2.=.rng.random((3,.3) |
| 8d200 | 29 0a 20 20 20 20 3e 3e 3e 20 61 72 72 32 0a 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2e 37 37 33 | ).....>>>.arr2.....array([[0.773 |
| 8d220 | 39 35 36 30 35 2c 20 30 2e 34 33 38 38 37 38 34 34 2c 20 30 2e 38 35 38 35 39 37 39 32 5d 2c 0a | 95605,.0.43887844,.0.85859792],. |
| 8d240 | 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e 36 39 37 33 36 38 30 33 2c 20 30 2e 30 39 34 31 37 37 | ...........[0.69736803,.0.094177 |
| 8d260 | 33 35 2c 20 30 2e 39 37 35 36 32 32 33 35 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 5b 30 2e 37 | 35,.0.97562235],............[0.7 |
| 8d280 | 36 31 31 33 39 37 20 2c 20 30 2e 37 38 36 30 36 34 33 31 2c 20 30 2e 31 32 38 31 31 33 36 33 5d | 611397.,.0.78606431,.0.12811363] |
| 8d2a0 | 5d 29 0a 0a 20 20 20 20 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 72 61 79 6c 65 69 67 | ]).......................rayleig |
| 8d2c0 | 68 28 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 | h(scale=1.0,.size=None)......... |
| 8d2e0 | 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 52 61 79 6c 65 69 67 68 20 64 69 | .Draw.samples.from.a.Rayleigh.di |
| 8d300 | 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 3a 6d 61 74 68 3a 60 | stribution...........The.:math:` |
| 8d320 | 5c 63 68 69 60 20 61 6e 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 | \chi`.and.Weibull.distributions. |
| 8d340 | 61 72 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20 | are.generalizations.of.the...... |
| 8d360 | 20 20 20 52 61 79 6c 65 69 67 68 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 | ...Rayleigh...........Parameters |
| 8d380 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 61 6c | .........----------.........scal |
| 8d3a0 | 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 | e.:.float.or.array_like.of.float |
| 8d3c0 | 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c 65 2c 20 61 | s,.optional.............Scale,.a |
| 8d3e0 | 6c 73 6f 20 65 71 75 61 6c 73 20 74 68 65 20 6d 6f 64 65 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e | lso.equals.the.mode..Must.be.non |
| 8d400 | 2d 6e 65 67 61 74 69 76 65 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 0a 20 20 20 20 20 20 20 | -negative..Default.is.1......... |
| 8d420 | 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 | .size.:.int.or.tuple.of.ints,.op |
| 8d440 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e | tional.............Output.shape. |
| 8d460 | 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 | ..If.the.given.shape.is,.e.g.,.` |
| 8d480 | 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 | `(m,.n,.k)``,.then.............` |
| 8d4a0 | 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 | `m.*.n.*.k``.samples.are.drawn.. |
| 8d4c0 | 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a | .If.size.is.``None``.(default),. |
| 8d4e0 | 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 | ............a.single.value.is.re |
| 8d500 | 74 75 72 6e 65 64 20 69 66 20 60 60 73 63 61 6c 65 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e | turned.if.``scale``.is.a.scalar. |
| 8d520 | 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 | ..Otherwise,.............``np.ar |
| 8d540 | 72 61 79 28 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | ray(scale).size``.samples.are.dr |
| 8d560 | 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | awn...........Returns.........-- |
| 8d580 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 | -----.........out.:.ndarray.or.s |
| 8d5a0 | 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 | calar.............Drawn.samples. |
| 8d5c0 | 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 52 61 79 6c 65 69 67 68 20 | from.the.parameterized.Rayleigh. |
| 8d5e0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 | distribution...........Notes.... |
| 8d600 | 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 | .....-----.........The.probabili |
| 8d620 | 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 52 61 79 6c | ty.density.function.for.the.Rayl |
| 8d640 | 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e | eigh.distribution.is............ |
| 8d660 | 20 6d 61 74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20 3d 20 5c 66 72 61 63 7b 78 7d 7b 73 63 | .math::.P(x;scale).=.\frac{x}{sc |
| 8d680 | 61 6c 65 5e 32 7d 65 5e 7b 5c 66 72 61 63 7b 2d 78 5e 32 7d 7b 32 20 5c 63 64 6f 74 70 20 73 63 | ale^2}e^{\frac{-x^2}{2.\cdotp.sc |
| 8d6a0 | 61 6c 65 5e 32 7d 7d 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 52 61 79 6c 65 69 67 68 20 64 69 | ale^2}}..........The.Rayleigh.di |
| 8d6c0 | 73 74 72 69 62 75 74 69 6f 6e 20 77 6f 75 6c 64 20 61 72 69 73 65 2c 20 66 6f 72 20 65 78 61 6d | stribution.would.arise,.for.exam |
| 8d6e0 | 70 6c 65 2c 20 69 66 20 74 68 65 20 45 61 73 74 0a 20 20 20 20 20 20 20 20 61 6e 64 20 4e 6f 72 | ple,.if.the.East.........and.Nor |
| 8d700 | 74 68 20 63 6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68 65 20 77 69 6e 64 20 76 65 6c 6f 63 69 | th.components.of.the.wind.veloci |
| 8d720 | 74 79 20 68 61 64 20 69 64 65 6e 74 69 63 61 6c 20 7a 65 72 6f 2d 6d 65 61 6e 0a 20 20 20 20 20 | ty.had.identical.zero-mean...... |
| 8d740 | 20 20 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2e 20 20 54 68 65 6e | ...Gaussian.distributions...Then |
| 8d760 | 20 74 68 65 20 77 69 6e 64 20 73 70 65 65 64 20 77 6f 75 6c 64 20 68 61 76 65 20 61 20 52 61 79 | .the.wind.speed.would.have.a.Ray |
| 8d780 | 6c 65 69 67 68 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 | leigh.........distribution...... |
| 8d7a0 | 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d | .....References.........-------- |
| 8d7c0 | 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e 20 57 65 62 73 20 | --............[1].Brighton.Webs. |
| 8d7e0 | 4c 74 64 2e 2c 20 22 52 61 79 6c 65 69 67 68 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 22 0a 20 | Ltd.,."Rayleigh.Distribution,".. |
| 8d800 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 | ..............https://web.archiv |
| 8d820 | 65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 35 31 34 30 39 31 34 32 34 2f 68 74 74 70 3a 2f 2f | e.org/web/20090514091424/http:// |
| 8d840 | 62 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 3a 38 30 2f 64 69 73 74 72 69 62 75 74 | brighton-webs.co.uk:80/distribut |
| 8d860 | 69 6f 6e 73 2f 72 61 79 6c 65 69 67 68 2e 61 73 70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d | ions/rayleigh.asp............[2] |
| 8d880 | 20 57 69 6b 69 70 65 64 69 61 2c 20 22 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 | .Wikipedia,."Rayleigh.distributi |
| 8d8a0 | 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 | on"................https://en.wi |
| 8d8c0 | 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 52 61 79 6c 65 69 67 68 5f 64 69 73 74 72 69 | kipedia.org/wiki/Rayleigh_distri |
| 8d8e0 | 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 | bution..........Examples........ |
| 8d900 | 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 | .--------.........Draw.values.fr |
| 8d920 | 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 | om.the.distribution.and.plot.the |
| 8d940 | 20 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 | .histogram..........>>>.from.mat |
| 8d960 | 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f 72 74 20 68 69 73 74 0a 20 20 20 20 20 | plotlib.pyplot.import.hist...... |
| 8d980 | 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 | ...>>>.rng.=.np.random.default_r |
| 8d9a0 | 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 68 69 73 74 28 72 | ng().........>>>.values.=.hist(r |
| 8d9c0 | 6e 67 2e 72 61 79 6c 65 69 67 68 28 33 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 30 30 | ng.rayleigh(3,.100000),.bins=200 |
| 8d9e0 | 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 0a 20 20 20 20 20 20 20 20 57 61 76 65 20 68 65 | ,.density=True)..........Wave.he |
| 8da00 | 69 67 68 74 73 20 74 65 6e 64 20 74 6f 20 66 6f 6c 6c 6f 77 20 61 20 52 61 79 6c 65 69 67 68 20 | ights.tend.to.follow.a.Rayleigh. |
| 8da20 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 66 20 74 68 65 20 6d 65 61 6e 20 77 61 76 65 0a 20 | distribution..If.the.mean.wave.. |
| 8da40 | 20 20 20 20 20 20 20 68 65 69 67 68 74 20 69 73 20 31 20 6d 65 74 65 72 2c 20 77 68 61 74 20 66 | .......height.is.1.meter,.what.f |
| 8da60 | 72 61 63 74 69 6f 6e 20 6f 66 20 77 61 76 65 73 20 61 72 65 20 6c 69 6b 65 6c 79 20 74 6f 20 62 | raction.of.waves.are.likely.to.b |
| 8da80 | 65 20 6c 61 72 67 65 72 20 74 68 61 6e 20 33 0a 20 20 20 20 20 20 20 20 6d 65 74 65 72 73 3f 0a | e.larger.than.3.........meters?. |
| 8daa0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 6e 76 61 6c 75 65 20 3d 20 31 0a 20 20 20 20 20 | .........>>>.meanvalue.=.1...... |
| 8dac0 | 20 20 20 3e 3e 3e 20 6d 6f 64 65 76 61 6c 75 65 20 3d 20 6e 70 2e 73 71 72 74 28 32 20 2f 20 6e | ...>>>.modevalue.=.np.sqrt(2./.n |
| 8dae0 | 70 2e 70 69 29 20 2a 20 6d 65 61 6e 76 61 6c 75 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 | p.pi).*.meanvalue.........>>>.s. |
| 8db00 | 3d 20 72 6e 67 2e 72 61 79 6c 65 69 67 68 28 6d 6f 64 65 76 61 6c 75 65 2c 20 31 30 30 30 30 30 | =.rng.rayleigh(modevalue,.100000 |
| 8db20 | 30 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 65 72 63 65 6e 74 61 67 65 20 6f 66 20 77 61 | 0)..........The.percentage.of.wa |
| 8db40 | 76 65 73 20 6c 61 72 67 65 72 20 74 68 61 6e 20 33 20 6d 65 74 65 72 73 20 69 73 3a 0a 0a 20 20 | ves.larger.than.3.meters.is:.... |
| 8db60 | 20 20 20 20 20 20 3e 3e 3e 20 31 30 30 2e 2a 73 75 6d 28 73 3e 33 29 2f 31 30 30 30 30 30 30 2e | ......>>>.100.*sum(s>3)/1000000. |
| 8db80 | 0a 20 20 20 20 20 20 20 20 30 2e 30 38 37 33 30 30 30 30 30 30 30 30 30 30 30 30 30 33 20 23 20 | .........0.087300000000000003.#. |
| 8dba0 | 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | random.......................... |
| 8dbc0 | 0a 20 20 20 20 20 20 20 20 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 63 61 6c 65 3d 31 2e 30 2c | .........gamma(shape,.scale=1.0, |
| 8dbe0 | 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 | .size=None)..........Draw.sample |
| 8dc00 | 73 20 66 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 | s.from.a.Gamma.distribution..... |
| 8dc20 | 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 47 | ......Samples.are.drawn.from.a.G |
| 8dc40 | 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 | amma.distribution.with.specified |
| 8dc60 | 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 60 73 68 61 70 65 60 20 28 73 6f | .parameters,.........`shape`.(so |
| 8dc80 | 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64 20 60 73 63 61 | metimes.designated."k").and.`sca |
| 8dca0 | 6c 65 60 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 | le`.(sometimes.designated....... |
| 8dcc0 | 20 20 22 74 68 65 74 61 22 29 2c 20 77 68 65 72 65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 | .."theta"),.where.both.parameter |
| 8dce0 | 73 20 61 72 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 | s.are.>.0...........Parameters.. |
| 8dd00 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 | .......----------.........shape. |
| 8dd20 | 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a | :.float.or.array_like.of.floats. |
| 8dd40 | 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 67 61 6d | ............The.shape.of.the.gam |
| 8dd60 | 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 | ma.distribution..Must.be.non-neg |
| 8dd80 | 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 | ative..........scale.:.float.or. |
| 8dda0 | 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 | array_like.of.floats,.optional.. |
| 8ddc0 | 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 73 63 61 6c 65 20 6f 66 20 74 68 65 20 67 61 6d 6d | ...........The.scale.of.the.gamm |
| 8dde0 | 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 | a.distribution..Must.be.non-nega |
| 8de00 | 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 66 61 75 6c 74 20 69 73 20 65 71 75 | tive..............Default.is.equ |
| 8de20 | 61 6c 20 74 6f 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 | al.to.1..........size.:.int.or.t |
| 8de40 | 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | uple.of.ints,.optional.......... |
| 8de60 | 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 | ...Output.shape...If.the.given.s |
| 8de80 | 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 | hape.is,.e.g.,.``(m,.n,.k)``,.th |
| 8dea0 | 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d | en.............``m.*.n.*.k``.sam |
| 8dec0 | 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f | ples.are.drawn...If.size.is.``No |
| 8dee0 | 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 | ne``.(default),.............a.si |
| 8df00 | 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61 70 | ngle.value.is.returned.if.``shap |
| 8df20 | 65 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 | e``.and.``scale``.are.both.scala |
| 8df40 | 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e | rs..............Otherwise,.``np. |
| 8df60 | 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 | broadcast(shape,.scale).size``.s |
| 8df80 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 | amples.are.drawn...........Retur |
| 8dfa0 | 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a | ns.........-------.........out.: |
| 8dfc0 | 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 | .ndarray.or.scalar.............D |
| 8dfe0 | 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 | rawn.samples.from.the.parameteri |
| 8e000 | 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 | zed.gamma.distribution.......... |
| 8e020 | 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .See.Also.........--------...... |
| 8e040 | 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 | ...scipy.stats.gamma.:.probabili |
| 8e060 | 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f | ty.density.function,.distributio |
| 8e080 | 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 | n.or.............cumulative.dens |
| 8e0a0 | 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 | ity.function,.etc...........Note |
| 8e0c0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 | s.........-----.........The.prob |
| 8e0e0 | 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 | ability.density.for.the.Gamma.di |
| 8e100 | 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a | stribution.is.............math:: |
| 8e120 | 20 70 28 78 29 20 3d 20 78 5e 7b 6b 2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65 74 | .p(x).=.x^{k-1}\frac{e^{-x/\thet |
| 8e140 | 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b 5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 | a}}{\theta^k\Gamma(k)},......... |
| 8e160 | 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e | .where.:math:`k`.is.the.shape.an |
| 8e180 | 64 20 3a 6d 61 74 68 3a 60 5c 74 68 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 | d.:math:`\theta`.the.scale,..... |
| 8e1a0 | 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 | ....and.:math:`\Gamma`.is.the.Ga |
| 8e1c0 | 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 | mma.function...........The.Gamma |
| 8e1e0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d | .distribution.is.often.used.to.m |
| 8e200 | 6f 64 65 6c 20 74 68 65 20 74 69 6d 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 | odel.the.times.to.failure.of.... |
| 8e220 | 20 20 20 20 20 65 6c 65 63 74 72 6f 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 | .....electronic.components,.and. |
| 8e240 | 61 72 69 73 65 73 20 6e 61 74 75 72 61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66 6f | arises.naturally.in.processes.fo |
| 8e260 | 72 20 77 68 69 63 68 20 74 68 65 0a 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 | r.which.the.........waiting.time |
| 8e280 | 73 20 62 65 74 77 65 65 6e 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 76 | s.between.Poisson.distributed.ev |
| 8e2a0 | 65 6e 74 73 20 61 72 65 20 72 65 6c 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 | ents.are.relevant...........Refe |
| 8e2c0 | 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | rences.........----------....... |
| 8e2e0 | 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d | .....[1].Weisstein,.Eric.W.."Gam |
| 8e300 | 6d 61 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 | ma.Distribution.".From.MathWorld |
| 8e320 | 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 | --A................Wolfram.Web.R |
| 8e340 | 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d | esource.................http://m |
| 8e360 | 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 | athworld.wolfram.com/GammaDistri |
| 8e380 | 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 | bution.html............[2].Wikip |
| 8e3a0 | 65 64 69 61 2c 20 22 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 | edia,."Gamma.distribution",..... |
| 8e3c0 | 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e | ...........https://en.wikipedia. |
| 8e3e0 | 6f 72 67 2f 77 69 6b 69 2f 47 61 6d 6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 | org/wiki/Gamma_distribution..... |
| 8e400 | 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 | .....Examples.........--------.. |
| 8e420 | 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 | .......Draw.samples.from.the.dis |
| 8e440 | 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20 73 | tribution:..........>>>.shape,.s |
| 8e460 | 63 61 6c 65 20 3d 20 32 2e 2c 20 32 2e 20 20 23 20 6d 65 61 6e 3d 34 2c 20 73 74 64 3d 32 2a 73 | cale.=.2.,.2...#.mean=4,.std=2*s |
| 8e480 | 71 72 74 28 32 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d | qrt(2).........>>>.s.=.np.random |
| 8e4a0 | 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 63 61 6c | .default_rng().gamma(shape,.scal |
| 8e4c0 | 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 | e,.1000)..........Display.the.hi |
| 8e4e0 | 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 | stogram.of.the.samples,.along.wi |
| 8e500 | 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 | th.........the.probability.densi |
| 8e520 | 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 | ty.function:..........>>>.import |
| 8e540 | 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 | .matplotlib.pyplot.as.plt....... |
| 8e560 | 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 61 73 20 73 70 | ..>>>.import.scipy.special.as.sp |
| 8e580 | 73 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | s..#.doctest:.+SKIP.........>>>. |
| 8e5a0 | 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 | count,.bins,.ignored.=.plt.hist( |
| 8e5c0 | 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | s,.50,.density=True).........>>> |
| 8e5e0 | 20 79 20 3d 20 62 69 6e 73 2a 2a 28 73 68 61 70 65 2d 31 29 2a 28 6e 70 2e 65 78 70 28 2d 62 69 | .y.=.bins**(shape-1)*(np.exp(-bi |
| 8e600 | 6e 73 2f 73 63 61 6c 65 29 20 2f 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 | ns/scale)./..#.doctest:.+SKIP... |
| 8e620 | 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 | ...............................( |
| 8e640 | 73 70 73 2e 67 61 6d 6d 61 28 73 68 61 70 65 29 2a 73 63 61 6c 65 2a 2a 73 68 61 70 65 29 29 0a | sps.gamma(shape)*scale**shape)). |
| 8e660 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 79 2c 20 6c 69 | ........>>>.plt.plot(bins,.y,.li |
| 8e680 | 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64 6f 63 74 65 73 74 | newidth=2,.color='r')..#.doctest |
| 8e6a0 | 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a | :.+SKIP.........>>>.plt.show().. |
| 8e6c0 | 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6c 6f 67 6e 6f 72 6d | .........................lognorm |
| 8e6e0 | 61 6c 28 6d 65 61 6e 3d 30 2e 30 2c 20 73 69 67 6d 61 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e | al(mean=0.0,.sigma=1.0,.size=Non |
| 8e700 | 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 | e)..........Draw.samples.from.a. |
| 8e720 | 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 | log-normal.distribution......... |
| 8e740 | 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c | ..Draw.samples.from.a.log-normal |
| 8e760 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 6d 65 61 | .distribution.with.specified.mea |
| 8e780 | 6e 2c 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 61 | n,.........standard.deviation,.a |
| 8e7a0 | 6e 64 20 61 72 72 61 79 20 73 68 61 70 65 2e 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 20 6d | nd.array.shape...Note.that.the.m |
| 8e7c0 | 65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69 | ean.and.standard.........deviati |
| 8e7e0 | 6f 6e 20 61 72 65 20 6e 6f 74 20 74 68 65 20 76 61 6c 75 65 73 20 66 6f 72 20 74 68 65 20 64 69 | on.are.not.the.values.for.the.di |
| 8e800 | 73 74 72 69 62 75 74 69 6f 6e 20 69 74 73 65 6c 66 2c 20 62 75 74 20 6f 66 20 74 68 65 0a 20 20 | stribution.itself,.but.of.the... |
| 8e820 | 20 20 20 20 20 20 75 6e 64 65 72 6c 79 69 6e 67 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 | ......underlying.normal.distribu |
| 8e840 | 74 69 6f 6e 20 69 74 20 69 73 20 64 65 72 69 76 65 64 20 66 72 6f 6d 2e 0a 0a 20 20 20 20 20 20 | tion.it.is.derived.from......... |
| 8e860 | 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a | ..Parameters.........----------. |
| 8e880 | 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 | ........mean.:.float.or.array_li |
| 8e8a0 | 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 | ke.of.floats,.optional.......... |
| 8e8c0 | 20 20 20 4d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 75 6e 64 65 72 6c 79 69 6e 67 20 | ...Mean.value.of.the.underlying. |
| 8e8e0 | 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c 74 20 69 73 20 | normal.distribution..Default.is. |
| 8e900 | 30 2e 0a 20 20 20 20 20 20 20 20 73 69 67 6d 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | 0..........sigma.:.float.or.arra |
| 8e920 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 | y_like.of.floats,.optional...... |
| 8e940 | 20 20 20 20 20 20 20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 6f 66 20 74 68 65 | .......Standard.deviation.of.the |
| 8e960 | 20 75 6e 64 65 72 6c 79 69 6e 67 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | .underlying.normal.distribution. |
| 8e980 | 20 4d 75 73 74 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 | .Must.be.............non-negativ |
| 8e9a0 | 65 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 | e..Default.is.1..........size.:. |
| 8e9c0 | 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 | int.or.tuple.of.ints,.optional.. |
| 8e9e0 | 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 | ...........Output.shape...If.the |
| 8ea00 | 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 | .given.shape.is,.e.g.,.``(m,.n,. |
| 8ea20 | 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a | k)``,.then.............``m.*.n.* |
| 8ea40 | 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 | .k``.samples.are.drawn...If.size |
| 8ea60 | 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 | .is.``None``.(default),......... |
| 8ea80 | 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 | ....a.single.value.is.returned.i |
| 8eaa0 | 66 20 60 60 6d 65 61 6e 60 60 20 61 6e 64 20 60 60 73 69 67 6d 61 60 60 20 61 72 65 20 62 6f 74 | f.``mean``.and.``sigma``.are.bot |
| 8eac0 | 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 | h.scalars..............Otherwise |
| 8eae0 | 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 69 67 6d 61 29 2e 73 69 | ,.``np.broadcast(mean,.sigma).si |
| 8eb00 | 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 | ze``.samples.are.drawn.......... |
| 8eb20 | 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | .Returns.........-------........ |
| 8eb40 | 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 | .out.:.ndarray.or.scalar........ |
| 8eb60 | 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 | .....Drawn.samples.from.the.para |
| 8eb80 | 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | meterized.log-normal.distributio |
| 8eba0 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d | n...........See.Also.........--- |
| 8ebc0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 6e 6f 72 | -----.........scipy.stats.lognor |
| 8ebe0 | 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e | m.:.probability.density.function |
| 8ec00 | 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 | ,.distribution,.............cumu |
| 8ec20 | 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 | lative.density.function,.etc.... |
| 8ec40 | 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .......Notes.........-----...... |
| 8ec60 | 20 20 20 41 20 76 61 72 69 61 62 6c 65 20 60 78 60 20 68 61 73 20 61 20 6c 6f 67 2d 6e 6f 72 6d | ...A.variable.`x`.has.a.log-norm |
| 8ec80 | 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 66 20 60 6c 6f 67 28 78 29 60 20 69 73 20 6e | al.distribution.if.`log(x)`.is.n |
| 8eca0 | 6f 72 6d 61 6c 6c 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 65 64 2e 20 20 54 68 | ormally.........distributed...Th |
| 8ecc0 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 | e.probability.density.function.f |
| 8ece0 | 6f 72 20 74 68 65 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 | or.the.log-normal.........distri |
| 8ed00 | 62 75 74 69 6f 6e 20 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 | bution.is:.............math::.p( |
| 8ed20 | 78 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 69 67 6d 61 20 78 20 5c 73 71 72 74 7b 32 5c 70 | x).=.\frac{1}{\sigma.x.\sqrt{2\p |
| 8ed40 | 69 7d 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 65 5e 7b | i}}..........................e^{ |
| 8ed60 | 28 2d 5c 66 72 61 63 7b 28 6c 6e 28 78 29 2d 5c 6d 75 29 5e 32 7d 7b 32 5c 73 69 67 6d 61 5e 32 | (-\frac{(ln(x)-\mu)^2}{2\sigma^2 |
| 8ed80 | 7d 29 7d 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 | })}..........where.:math:`\mu`.i |
| 8eda0 | 73 20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 73 69 67 6d 61 60 20 69 73 | s.the.mean.and.:math:`\sigma`.is |
| 8edc0 | 20 74 68 65 20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69 6f 6e 20 | .the.standard.........deviation. |
| 8ede0 | 6f 66 20 74 68 65 20 6e 6f 72 6d 61 6c 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6c 6f 67 61 | of.the.normally.distributed.loga |
| 8ee00 | 72 69 74 68 6d 20 6f 66 20 74 68 65 20 76 61 72 69 61 62 6c 65 2e 0a 20 20 20 20 20 20 20 20 41 | rithm.of.the.variable..........A |
| 8ee20 | 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 73 75 6c 74 73 | .log-normal.distribution.results |
| 8ee40 | 20 69 66 20 61 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 20 69 73 20 74 68 65 20 2a 70 72 | .if.a.random.variable.is.the.*pr |
| 8ee60 | 6f 64 75 63 74 2a 0a 20 20 20 20 20 20 20 20 6f 66 20 61 20 6c 61 72 67 65 20 6e 75 6d 62 65 72 | oduct*.........of.a.large.number |
| 8ee80 | 20 6f 66 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65 6e 74 69 63 61 6c 6c 79 2d 64 69 73 | .of.independent,.identically-dis |
| 8eea0 | 74 72 69 62 75 74 65 64 20 76 61 72 69 61 62 6c 65 73 20 69 6e 0a 20 20 20 20 20 20 20 20 74 68 | tributed.variables.in.........th |
| 8eec0 | 65 20 73 61 6d 65 20 77 61 79 20 74 68 61 74 20 61 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 | e.same.way.that.a.normal.distrib |
| 8eee0 | 75 74 69 6f 6e 20 72 65 73 75 6c 74 73 20 69 66 20 74 68 65 20 76 61 72 69 61 62 6c 65 20 69 73 | ution.results.if.the.variable.is |
| 8ef00 | 20 74 68 65 0a 20 20 20 20 20 20 20 20 2a 73 75 6d 2a 20 6f 66 20 61 20 6c 61 72 67 65 20 6e 75 | .the.........*sum*.of.a.large.nu |
| 8ef20 | 6d 62 65 72 20 6f 66 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65 6e 74 69 63 61 6c 6c 79 | mber.of.independent,.identically |
| 8ef40 | 2d 64 69 73 74 72 69 62 75 74 65 64 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 62 6c 65 73 2e 0a | -distributed.........variables.. |
| 8ef60 | 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | .........References.........---- |
| 8ef80 | 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 69 6d 70 65 72 74 2c 20 45 | ------............[1].Limpert,.E |
| 8efa0 | 2e 2c 20 53 74 61 68 65 6c 2c 20 57 2e 20 41 2e 2c 20 61 6e 64 20 41 62 62 74 2c 20 4d 2e 2c 20 | .,.Stahel,.W..A.,.and.Abbt,.M.,. |
| 8efc0 | 22 4c 6f 67 2d 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 | "Log-normal................Distr |
| 8efe0 | 69 62 75 74 69 6f 6e 73 20 61 63 72 6f 73 73 20 74 68 65 20 53 63 69 65 6e 63 65 73 3a 20 4b 65 | ibutions.across.the.Sciences:.Ke |
| 8f000 | 79 73 20 61 6e 64 20 43 6c 75 65 73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 42 69 | ys.and.Clues,"................Bi |
| 8f020 | 6f 53 63 69 65 6e 63 65 2c 20 56 6f 6c 2e 20 35 31 2c 20 4e 6f 2e 20 35 2c 20 4d 61 79 2c 20 32 | oScience,.Vol..51,.No..5,.May,.2 |
| 8f040 | 30 30 31 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 73 74 61 74 | 001.................https://stat |
| 8f060 | 2e 65 74 68 7a 2e 63 68 2f 7e 73 74 61 68 65 6c 2f 6c 6f 67 6e 6f 72 6d 61 6c 2f 62 69 6f 73 63 | .ethz.ch/~stahel/lognormal/biosc |
| 8f080 | 69 65 6e 63 65 2e 70 64 66 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 52 65 69 73 73 2c 20 | ience.pdf............[2].Reiss,. |
| 8f0a0 | 52 2e 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 4d 2e 2c 20 22 53 74 61 74 69 73 74 69 63 61 | R.D..and.Thomas,.M.,."Statistica |
| 8f0c0 | 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 20 20 | l.Analysis.of.Extreme........... |
| 8f0e0 | 20 20 20 20 20 56 61 6c 75 65 73 2c 22 20 42 61 73 65 6c 3a 20 42 69 72 6b 68 61 75 73 65 72 20 | .....Values,".Basel:.Birkhauser. |
| 8f100 | 56 65 72 6c 61 67 2c 20 32 30 30 31 2c 20 70 70 2e 20 33 31 2d 33 32 2e 0a 0a 20 20 20 20 20 20 | Verlag,.2001,.pp..31-32......... |
| 8f120 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 8f140 | 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 | ....Draw.samples.from.the.distri |
| 8f160 | 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 | bution:..........>>>.rng.=.np.ra |
| 8f180 | 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d | ndom.default_rng().........>>>.m |
| 8f1a0 | 75 2c 20 73 69 67 6d 61 20 3d 20 33 2e 2c 20 31 2e 20 23 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 | u,.sigma.=.3.,.1..#.mean.and.sta |
| 8f1c0 | 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 | ndard.deviation.........>>>.s.=. |
| 8f1e0 | 72 6e 67 2e 6c 6f 67 6e 6f 72 6d 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c 20 31 30 30 30 29 0a 0a | rng.lognormal(mu,.sigma,.1000).. |
| 8f200 | 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 | ........Display.the.histogram.of |
| 8f220 | 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 | .the.samples,.along.with........ |
| 8f240 | 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f | .the.probability.density.functio |
| 8f260 | 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 | n:..........>>>.import.matplotli |
| 8f280 | 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e | b.pyplot.as.plt.........>>>.coun |
| 8f2a0 | 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 31 | t,.bins,.ignored.=.plt.hist(s,.1 |
| 8f2c0 | 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 2c 20 61 6c 69 67 6e 3d 27 6d 69 64 27 29 0a 0a | 00,.density=True,.align='mid').. |
| 8f2e0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 6d 69 6e 28 | ........>>>.x.=.np.linspace(min( |
| 8f300 | 62 69 6e 73 29 2c 20 6d 61 78 28 62 69 6e 73 29 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 | bins),.max(bins),.10000)........ |
| 8f320 | 20 3e 3e 3e 20 70 64 66 20 3d 20 28 6e 70 2e 65 78 70 28 2d 28 6e 70 2e 6c 6f 67 28 78 29 20 2d | .>>>.pdf.=.(np.exp(-(np.log(x).- |
| 8f340 | 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a 20 73 69 67 6d 61 2a 2a 32 29 29 0a 20 20 20 20 20 20 | .mu)**2./.(2.*.sigma**2))....... |
| 8f360 | 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 2f 20 28 78 20 2a 20 73 69 67 6d 61 20 2a 20 6e 70 2e 73 | ............./.(x.*.sigma.*.np.s |
| 8f380 | 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c | qrt(2.*.np.pi)))..........>>>.pl |
| 8f3a0 | 74 2e 70 6c 6f 74 28 78 2c 20 70 64 66 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f | t.plot(x,.pdf,.linewidth=2,.colo |
| 8f3c0 | 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 74 69 67 | r='r').........>>>.plt.axis('tig |
| 8f3e0 | 68 74 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 | ht').........>>>.plt.show()..... |
| 8f400 | 20 20 20 20 20 44 65 6d 6f 6e 73 74 72 61 74 65 20 74 68 61 74 20 74 61 6b 69 6e 67 20 74 68 65 | .....Demonstrate.that.taking.the |
| 8f420 | 20 70 72 6f 64 75 63 74 73 20 6f 66 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d | .products.of.random.samples.from |
| 8f440 | 20 61 20 75 6e 69 66 6f 72 6d 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | .a.uniform.........distribution. |
| 8f460 | 63 61 6e 20 62 65 20 66 69 74 20 77 65 6c 6c 20 62 79 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 | can.be.fit.well.by.a.log-normal. |
| 8f480 | 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 0a 20 20 20 20 20 20 20 20 66 75 6e 63 | probability.density.........func |
| 8f4a0 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 23 20 47 65 6e 65 72 61 74 65 20 61 20 | tion...........>>>.#.Generate.a. |
| 8f4c0 | 74 68 6f 75 73 61 6e 64 20 73 61 6d 70 6c 65 73 3a 20 65 61 63 68 20 69 73 20 74 68 65 20 70 72 | thousand.samples:.each.is.the.pr |
| 8f4e0 | 6f 64 75 63 74 20 6f 66 20 31 30 30 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | oduct.of.100.random.........>>>. |
| 8f500 | 23 20 76 61 6c 75 65 73 2c 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6e 6f 72 6d 61 6c 20 64 69 | #.values,.drawn.from.a.normal.di |
| 8f520 | 73 74 72 69 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 72 6e | stribution..........>>>.rng.=.rn |
| 8f540 | 67 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 62 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e | g.........>>>.b.=.[].........>>> |
| 8f560 | 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67 65 28 31 30 30 30 29 3a 0a 20 20 20 20 20 20 20 20 2e | .for.i.in.range(1000):.......... |
| 8f580 | 2e 2e 20 20 20 20 61 20 3d 20 31 30 2e 20 2b 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 | ......a.=.10..+.rng.standard_nor |
| 8f5a0 | 6d 61 6c 28 31 30 30 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 62 2e 61 70 70 65 6e 64 | mal(100)................b.append |
| 8f5c0 | 28 6e 70 2e 70 72 6f 64 75 63 74 28 61 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 62 20 3d | (np.product(a))..........>>>.b.= |
| 8f5e0 | 20 6e 70 2e 61 72 72 61 79 28 62 29 20 2f 20 6e 70 2e 6d 69 6e 28 62 29 20 23 20 73 63 61 6c 65 | .np.array(b)./.np.min(b).#.scale |
| 8f600 | 20 76 61 6c 75 65 73 20 74 6f 20 62 65 20 70 6f 73 69 74 69 76 65 0a 20 20 20 20 20 20 20 20 3e | .values.to.be.positive.........> |
| 8f620 | 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 | >>.count,.bins,.ignored.=.plt.hi |
| 8f640 | 73 74 28 62 2c 20 31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 2c 20 61 6c 69 67 6e 3d 27 | st(b,.100,.density=True,.align=' |
| 8f660 | 6d 69 64 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 69 67 6d 61 20 3d 20 6e 70 2e 73 74 64 | mid').........>>>.sigma.=.np.std |
| 8f680 | 28 6e 70 2e 6c 6f 67 28 62 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20 3d 20 6e 70 2e | (np.log(b)).........>>>.mu.=.np. |
| 8f6a0 | 6d 65 61 6e 28 6e 70 2e 6c 6f 67 28 62 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d | mean(np.log(b))..........>>>.x.= |
| 8f6c0 | 20 6e 70 2e 6c 69 6e 73 70 61 63 65 28 6d 69 6e 28 62 69 6e 73 29 2c 20 6d 61 78 28 62 69 6e 73 | .np.linspace(min(bins),.max(bins |
| 8f6e0 | 29 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66 20 3d 20 28 6e 70 2e | ),.10000).........>>>.pdf.=.(np. |
| 8f700 | 65 78 70 28 2d 28 6e 70 2e 6c 6f 67 28 78 29 20 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a 20 | exp(-(np.log(x).-.mu)**2./.(2.*. |
| 8f720 | 73 69 67 6d 61 2a 2a 32 29 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 2f 20 | sigma**2))..................../. |
| 8f740 | 28 78 20 2a 20 73 69 67 6d 61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 | (x.*.sigma.*.np.sqrt(2.*.np.pi)) |
| 8f760 | 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 70 64 66 2c 20 | )..........>>>.plt.plot(x,.pdf,. |
| 8f780 | 63 6f 6c 6f 72 3d 27 72 27 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 29 0a 20 20 20 20 20 20 20 20 | color='r',.linewidth=2)......... |
| 8f7a0 | 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 | >>>.plt.show().................. |
| 8f7c0 | 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 69 | .........standard_exponential(si |
| 8f7e0 | 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6d 65 74 68 6f | ze=None,.dtype=np.float64,.metho |
| 8f800 | 64 3d 27 7a 69 67 27 2c 20 6f 75 74 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 | d='zig',.out=None)..........Draw |
| 8f820 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 65 78 70 6f 6e | .samples.from.the.standard.expon |
| 8f840 | 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 60 73 | ential.distribution...........`s |
| 8f860 | 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 60 20 69 73 20 69 64 65 6e 74 69 63 61 | tandard_exponential`.is.identica |
| 8f880 | 6c 20 74 6f 20 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | l.to.the.exponential.distributio |
| 8f8a0 | 6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 61 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 | n.........with.a.scale.parameter |
| 8f8c0 | 20 6f 66 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | .of.1...........Parameters...... |
| 8f8e0 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 | ...----------.........size.:.int |
| 8f900 | 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 | .or.tuple.of.ints,.optional..... |
| 8f920 | 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 | ........Output.shape...If.the.gi |
| 8f940 | 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 | ven.shape.is,.e.g.,.``(m,.n,.k)` |
| 8f960 | 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 | `,.then.............``m.*.n.*.k` |
| 8f980 | 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 | `.samples.are.drawn...Default.is |
| 8f9a0 | 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20 | .None,.in.which.case.a.......... |
| 8f9c0 | 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 | ...single.value.is.returned..... |
| 8f9e0 | 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 | .....dtype.:.dtype,.optional.... |
| 8fa00 | 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 | .........Desired.dtype.of.the.re |
| 8fa20 | 73 75 6c 74 2c 20 6f 6e 6c 79 20 60 66 6c 6f 61 74 36 34 60 20 61 6e 64 20 60 66 6c 6f 61 74 33 | sult,.only.`float64`.and.`float3 |
| 8fa40 | 32 60 20 61 72 65 20 73 75 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 42 79 | 2`.are.supported..............By |
| 8fa60 | 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 20 54 68 65 20 64 65 66 61 | teorder.must.be.native..The.defa |
| 8fa80 | 75 6c 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e 66 6c 6f 61 74 36 34 2e 0a 20 20 20 20 20 20 20 | ult.value.is.np.float64......... |
| 8faa0 | 20 6d 65 74 68 6f 64 20 3a 20 73 74 72 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 | .method.:.str,.optional......... |
| 8fac0 | 20 20 20 20 45 69 74 68 65 72 20 27 69 6e 76 27 20 6f 72 20 27 7a 69 67 27 2e 20 27 69 6e 76 27 | ....Either.'inv'.or.'zig'..'inv' |
| 8fae0 | 20 75 73 65 73 20 74 68 65 20 64 65 66 61 75 6c 74 20 69 6e 76 65 72 73 65 20 43 44 46 20 6d 65 | .uses.the.default.inverse.CDF.me |
| 8fb00 | 74 68 6f 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 27 7a 69 67 27 20 75 73 65 73 20 74 68 65 | thod..............'zig'.uses.the |
| 8fb20 | 20 6d 75 63 68 20 66 61 73 74 65 72 20 5a 69 67 67 75 72 61 74 20 6d 65 74 68 6f 64 20 6f 66 20 | .much.faster.Ziggurat.method.of. |
| 8fb40 | 4d 61 72 73 61 67 6c 69 61 20 61 6e 64 20 54 73 61 6e 67 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 | Marsaglia.and.Tsang..........out |
| 8fb60 | 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 | .:.ndarray,.optional............ |
| 8fb80 | 20 41 6c 74 65 72 6e 61 74 69 76 65 20 6f 75 74 70 75 74 20 61 72 72 61 79 20 69 6e 20 77 68 69 | .Alternative.output.array.in.whi |
| 8fba0 | 63 68 20 74 6f 20 70 6c 61 63 65 20 74 68 65 20 72 65 73 75 6c 74 2e 20 49 66 20 73 69 7a 65 20 | ch.to.place.the.result..If.size. |
| 8fbc0 | 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 74 20 6d 75 73 74 | is.not.None,.............it.must |
| 8fbe0 | 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 73 20 74 68 65 20 70 72 6f 76 | .have.the.same.shape.as.the.prov |
| 8fc00 | 69 64 65 64 20 73 69 7a 65 20 61 6e 64 20 6d 75 73 74 20 6d 61 74 63 68 20 74 68 65 20 74 79 70 | ided.size.and.must.match.the.typ |
| 8fc20 | 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 6f 75 74 70 75 74 20 76 61 6c 75 | e.of.............the.output.valu |
| 8fc40 | 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | es...........Returns.........--- |
| 8fc60 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 6e 64 61 72 | ----.........out.:.float.or.ndar |
| 8fc80 | 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 2e 0a 0a | ray.............Drawn.samples... |
| 8fca0 | 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........Examples.........------- |
| 8fcc0 | 2d 0a 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 61 20 33 78 38 30 30 30 20 61 72 72 61 79 3a | -.........Output.a.3x8000.array: |
| 8fce0 | 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 | ..........>>>.n.=.np.random.defa |
| 8fd00 | 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 28 28 | ult_rng().standard_exponential(( |
| 8fd20 | 33 2c 20 38 30 30 30 29 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 | 3,.8000))....................... |
| 8fd40 | 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 4e 6f | .........standard_normal(size=No |
| 8fd60 | 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6f 75 74 3d 4e 6f 6e 65 29 0a | ne,.dtype=np.float64,.out=None). |
| 8fd80 | 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 73 74 61 | .........Draw.samples.from.a.sta |
| 8fda0 | 6e 64 61 72 64 20 4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6d 65 61 6e 3d | ndard.Normal.distribution.(mean= |
| 8fdc0 | 30 2c 20 73 74 64 65 76 3d 31 29 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 | 0,.stdev=1)...........Parameters |
| 8fde0 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 69 7a 65 | .........----------.........size |
| 8fe00 | 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 | .:.int.or.tuple.of.ints,.optiona |
| 8fe20 | 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 | l.............Output.shape...If. |
| 8fe40 | 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 | the.given.shape.is,.e.g.,.``(m,. |
| 8fe60 | 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 | n,.k)``,.then.............``m.*. |
| 8fe80 | 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 | n.*.k``.samples.are.drawn...Defa |
| 8fea0 | 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20 20 | ult.is.None,.in.which.case.a.... |
| 8fec0 | 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 | .........single.value.is.returne |
| 8fee0 | 64 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e | d..........dtype.:.dtype,.option |
| 8ff00 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 | al.............Desired.dtype.of. |
| 8ff20 | 74 68 65 20 72 65 73 75 6c 74 2c 20 6f 6e 6c 79 20 60 66 6c 6f 61 74 36 34 60 20 61 6e 64 20 60 | the.result,.only.`float64`.and.` |
| 8ff40 | 66 6c 6f 61 74 33 32 60 20 61 72 65 20 73 75 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 | float32`.are.supported.......... |
| 8ff60 | 20 20 20 20 42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 20 54 68 | ....Byteorder.must.be.native..Th |
| 8ff80 | 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 6e 70 2e 66 6c 6f 61 74 36 34 2e 0a 20 | e.default.value.is.np.float64... |
| 8ffa0 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 | .......out.:.ndarray,.optional.. |
| 8ffc0 | 20 20 20 20 20 20 20 20 20 20 20 41 6c 74 65 72 6e 61 74 69 76 65 20 6f 75 74 70 75 74 20 61 72 | ...........Alternative.output.ar |
| 8ffe0 | 72 61 79 20 69 6e 20 77 68 69 63 68 20 74 6f 20 70 6c 61 63 65 20 74 68 65 20 72 65 73 75 6c 74 | ray.in.which.to.place.the.result |
| 90000 | 2e 20 49 66 20 73 69 7a 65 20 69 73 20 6e 6f 74 20 4e 6f 6e 65 2c 0a 20 20 20 20 20 20 20 20 20 | ..If.size.is.not.None,.......... |
| 90020 | 20 20 20 69 74 20 6d 75 73 74 20 68 61 76 65 20 74 68 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 | ...it.must.have.the.same.shape.a |
| 90040 | 73 20 74 68 65 20 70 72 6f 76 69 64 65 64 20 73 69 7a 65 20 61 6e 64 20 6d 75 73 74 20 6d 61 74 | s.the.provided.size.and.must.mat |
| 90060 | 63 68 20 74 68 65 20 74 79 70 65 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 6f | ch.the.type.of.............the.o |
| 90080 | 75 74 70 75 74 20 76 61 6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | utput.values...........Returns.. |
| 900a0 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c 6f | .......-------.........out.:.flo |
| 900c0 | 61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 20 66 6c 6f 61 | at.or.ndarray.............A.floa |
| 900e0 | 74 69 6e 67 2d 70 6f 69 6e 74 20 61 72 72 61 79 20 6f 66 20 73 68 61 70 65 20 60 60 73 69 7a 65 | ting-point.array.of.shape.``size |
| 90100 | 60 60 20 6f 66 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f 72 20 61 0a 20 20 20 20 20 20 | ``.of.drawn.samples,.or.a....... |
| 90120 | 20 20 20 20 20 20 73 69 6e 67 6c 65 20 73 61 6d 70 6c 65 20 69 66 20 60 60 73 69 7a 65 60 60 20 | ......single.sample.if.``size``. |
| 90140 | 77 61 73 20 6e 6f 74 20 73 70 65 63 69 66 69 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 | was.not.specified...........See. |
| 90160 | 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f | Also.........--------.........no |
| 90180 | 72 6d 61 6c 20 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 45 71 75 69 76 61 6c 65 6e 74 20 66 75 | rmal.:.............Equivalent.fu |
| 901a0 | 6e 63 74 69 6f 6e 20 77 69 74 68 20 61 64 64 69 74 69 6f 6e 61 6c 20 60 60 6c 6f 63 60 60 20 61 | nction.with.additional.``loc``.a |
| 901c0 | 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 67 75 6d 65 6e 74 73 0a 20 20 20 20 20 20 20 20 20 | nd.``scale``.arguments.......... |
| 901e0 | 20 20 20 66 6f 72 20 73 65 74 74 69 6e 67 20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e | ...for.setting.the.mean.and.stan |
| 90200 | 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 | dard.deviation...........Notes.. |
| 90220 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 46 6f 72 20 72 61 6e 64 6f 6d 20 | .......-----.........For.random. |
| 90240 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 3a 6d 61 74 68 3a 60 4e 28 5c 6d 75 2c 20 5c 73 69 67 6d | samples.from.:math:`N(\mu,.\sigm |
| 90260 | 61 5e 32 29 60 2c 20 75 73 65 20 6f 6e 65 20 6f 66 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 20 | a^2)`,.use.one.of::............. |
| 90280 | 20 6d 75 20 2b 20 73 69 67 6d 61 20 2a 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 | .mu.+.sigma.*.rng.standard_norma |
| 902a0 | 6c 28 73 69 7a 65 3d 2e 2e 2e 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 6e 67 2e 6e 6f 72 6d | l(size=...).............rng.norm |
| 902c0 | 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c 20 73 69 7a 65 3d 2e 2e 2e 29 0a 0a 20 20 20 20 20 20 20 | al(mu,.sigma,.size=...)......... |
| 902e0 | 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 | .Examples.........--------...... |
| 90300 | 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 | ...>>>.rng.=.np.random.default_r |
| 90320 | 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 73 74 61 6e 64 61 72 64 5f 6e 6f | ng().........>>>.rng.standard_no |
| 90340 | 72 6d 61 6c 28 29 0a 20 20 20 20 20 20 20 20 32 2e 31 39 32 33 38 37 35 33 33 35 35 33 37 33 31 | rmal().........2.192387533553731 |
| 90360 | 35 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e | 5.#.random..........>>>.s.=.rng. |
| 90380 | 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 38 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e | standard_normal(8000).........>> |
| 903a0 | 3e 20 73 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 30 2e 36 38 38 38 38 39 33 20 2c 20 | >.s.........array([.0.6888893.,. |
| 903c0 | 20 30 2e 37 38 30 39 36 32 36 32 2c 20 2d 30 2e 38 39 30 38 36 35 30 35 2c 20 2e 2e 2e 2c 20 20 | .0.78096262,.-0.89086505,....,.. |
| 903e0 | 30 2e 34 39 38 37 36 33 31 31 2c 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 | 0.49876311,..#.random........... |
| 90400 | 20 20 20 20 20 2d 30 2e 33 38 36 37 32 36 39 36 2c 20 2d 30 2e 34 36 38 35 30 30 36 20 5d 29 20 | .....-0.38672696,.-0.4685006.]). |
| 90420 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 23 | ...............................# |
| 90440 | 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20 20 20 20 | .random.........>>>.s.shape..... |
| 90460 | 20 20 20 20 28 38 30 30 30 2c 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e | ....(8000,).........>>>.s.=.rng. |
| 90480 | 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 28 33 2c 20 34 2c 20 32 29 29 0a | standard_normal(size=(3,.4,.2)). |
| 904a0 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 | ........>>>.s.shape.........(3,. |
| 904c0 | 34 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 2d 62 79 2d 66 6f 75 72 20 61 72 72 61 79 | 4,.2)..........Two-by-four.array |
| 904e0 | 20 6f 66 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 3a 6d 61 74 68 3a 60 4e 28 33 2c 20 36 2e 32 | .of.samples.from.:math:`N(3,.6.2 |
| 90500 | 35 29 60 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 33 20 2b 20 32 2e 35 20 2a 20 72 6e 67 2e | 5)`:..........>>>.3.+.2.5.*.rng. |
| 90520 | 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a 20 20 20 | standard_normal(size=(2,.4)).... |
| 90540 | 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 34 2e 34 39 34 30 31 35 30 31 2c 20 20 34 2e 30 30 39 | .....array([[-4.49401501,..4.009 |
| 90560 | 35 30 30 33 34 2c 20 2d 31 2e 38 31 38 31 34 38 36 37 2c 20 20 37 2e 32 39 37 31 38 36 37 37 5d | 50034,.-1.81814867,..7.29718677] |
| 90580 | 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 30 2e | ,...#.random................[.0. |
| 905a0 | 33 39 39 32 34 38 30 34 2c 20 20 34 2e 36 38 34 35 36 33 31 36 2c 20 20 34 2e 39 39 33 39 34 35 | 39924804,..4.68456316,..4.993945 |
| 905c0 | 32 39 2c 20 20 34 2e 38 34 30 35 37 32 35 34 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | 29,..4.84057254]])..#.random.... |
| 905e0 | 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 61 | .........................permuta |
| 90600 | 74 69 6f 6e 28 78 2c 20 61 78 69 73 3d 30 29 0a 0a 20 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 6c | tion(x,.axis=0)..........Randoml |
| 90620 | 79 20 70 65 72 6d 75 74 65 20 61 20 73 65 71 75 65 6e 63 65 2c 20 6f 72 20 72 65 74 75 72 6e 20 | y.permute.a.sequence,.or.return. |
| 90640 | 61 20 70 65 72 6d 75 74 65 64 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d | a.permuted.range...........Param |
| 90660 | 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 | eters.........----------........ |
| 90680 | 20 78 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 0a 20 20 20 20 20 20 20 20 20 | .x.:.int.or.array_like.......... |
| 906a0 | 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 20 72 61 6e 64 6f 6d 6c | ...If.`x`.is.an.integer,.randoml |
| 906c0 | 79 20 70 65 72 6d 75 74 65 20 60 60 6e 70 2e 61 72 61 6e 67 65 28 78 29 60 60 2e 0a 20 20 20 20 | y.permute.``np.arange(x)``...... |
| 906e0 | 20 20 20 20 20 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e 20 61 72 72 61 79 2c 20 6d 61 6b 65 | ........If.`x`.is.an.array,.make |
| 90700 | 20 61 20 63 6f 70 79 20 61 6e 64 20 73 68 75 66 66 6c 65 20 74 68 65 20 65 6c 65 6d 65 6e 74 73 | .a.copy.and.shuffle.the.elements |
| 90720 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 6c 79 2e 0a 20 20 20 20 20 20 20 20 61 | .............randomly..........a |
| 90740 | 78 69 73 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | xis.:.int,.optional............. |
| 90760 | 54 68 65 20 61 78 69 73 20 77 68 69 63 68 20 60 78 60 20 69 73 20 73 68 75 66 66 6c 65 64 20 61 | The.axis.which.`x`.is.shuffled.a |
| 90780 | 6c 6f 6e 67 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 | long..Default.is.0...........Ret |
| 907a0 | 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 | urns.........-------.........out |
| 907c0 | 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 65 72 6d 75 74 65 64 20 | .:.ndarray.............Permuted. |
| 907e0 | 73 65 71 75 65 6e 63 65 20 6f 72 20 61 72 72 61 79 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 | sequence.or.array.range......... |
| 90800 | 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ..Examples.........--------..... |
| 90820 | 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f | ....>>>.rng.=.np.random.default_ |
| 90840 | 72 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f | rng().........>>>.rng.permutatio |
| 90860 | 6e 28 31 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 37 2c 20 34 2c 20 33 2c | n(10).........array([1,.7,.4,.3, |
| 90880 | 20 30 2c 20 39 2c 20 32 2c 20 35 2c 20 38 2c 20 36 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | .0,.9,.2,.5,.8,.6]).#.random.... |
| 908a0 | 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 5b 31 2c 20 34 2c | ......>>>.rng.permutation([1,.4, |
| 908c0 | 20 39 2c 20 31 32 2c 20 31 35 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 35 2c 20 | .9,.12,.15]).........array([15,. |
| 908e0 | 20 31 2c 20 20 39 2c 20 20 34 2c 20 31 32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 | .1,..9,..4,.12]).#.random....... |
| 90900 | 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 | ...>>>.arr.=.np.arange(9).reshap |
| 90920 | 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 | e((3,.3)).........>>>.rng.permut |
| 90940 | 61 74 69 6f 6e 28 61 72 72 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 36 2c 20 37 2c | ation(arr).........array([[6,.7, |
| 90960 | 20 38 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c | .8],.#.random................[0, |
| 90980 | 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c 20 35 5d | .1,.2],................[3,.4,.5] |
| 909a0 | 5d 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 | ])..........>>>.rng.permutation( |
| 909c0 | 22 61 62 63 22 29 0a 20 20 20 20 20 20 20 20 54 72 61 63 65 62 61 63 6b 20 28 6d 6f 73 74 20 72 | "abc").........Traceback.(most.r |
| 909e0 | 65 63 65 6e 74 20 63 61 6c 6c 20 6c 61 73 74 29 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e | ecent.call.last):............... |
| 90a00 | 2e 0a 20 20 20 20 20 20 20 20 6e 75 6d 70 79 2e 41 78 69 73 45 72 72 6f 72 3a 20 61 78 69 73 20 | ..........numpy.AxisError:.axis. |
| 90a20 | 30 20 69 73 20 6f 75 74 20 6f 66 20 62 6f 75 6e 64 73 20 66 6f 72 20 61 72 72 61 79 20 6f 66 20 | 0.is.out.of.bounds.for.array.of. |
| 90a40 | 64 69 6d 65 6e 73 69 6f 6e 20 30 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e | dimension.0..........>>>.arr.=.n |
| 90a60 | 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 | p.arange(9).reshape((3,.3))..... |
| 90a80 | 20 20 20 20 3e 3e 3e 20 72 6e 67 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 61 72 72 2c 20 61 78 69 | ....>>>.rng.permutation(arr,.axi |
| 90aa0 | 73 3d 31 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 30 2c 20 32 2c 20 31 5d 2c 20 23 | s=1).........array([[0,.2,.1],.# |
| 90ac0 | 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 35 2c 20 34 5d | .random................[3,.5,.4] |
| 90ae0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 36 2c 20 38 2c 20 37 5d 5d 29 0a 0a 20 20 | ,................[6,.8,.7]]).... |
| 90b00 | 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c | .........................weibull |
| 90b20 | 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d | (a,.size=None)..........Draw.sam |
| 90b40 | 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e | ples.from.a.Weibull.distribution |
| 90b60 | 2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 31 | ...........Draw.samples.from.a.1 |
| 90b80 | 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | -parameter.Weibull.distribution. |
| 90ba0 | 77 69 74 68 20 74 68 65 20 67 69 76 65 6e 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 | with.the.given.........shape.par |
| 90bc0 | 61 6d 65 74 65 72 20 60 61 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 58 | ameter.`a`..............math::.X |
| 90be0 | 20 3d 20 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c | .=.(-ln(U))^{1/a}..........Here, |
| 90c00 | 20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 | .U.is.drawn.from.the.uniform.dis |
| 90c20 | 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28 30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 | tribution.over.(0,1]...........T |
| 90c40 | 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 | he.more.common.2-parameter.Weibu |
| 90c60 | 6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a | ll,.including.a.scale.parameter. |
| 90c80 | 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20 | ........:math:`\lambda`.is.just. |
| 90ca0 | 3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62 64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d | :math:`X.=.\lambda(-ln(U))^{1/a} |
| 90cc0 | 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d | `...........Parameters.........- |
| 90ce0 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 | ---------.........a.:.float.or.a |
| 90d00 | 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | rray_like.of.floats............. |
| 90d20 | 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 | Shape.parameter.of.the.distribut |
| 90d40 | 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 | ion...Must.be.nonnegative....... |
| 90d60 | 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 | ...size.:.int.or.tuple.of.ints,. |
| 90d80 | 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 | optional.............Output.shap |
| 90da0 | 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c | e...If.the.given.shape.is,.e.g., |
| 90dc0 | 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 | .``(m,.n,.k)``,.then............ |
| 90de0 | 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e | .``m.*.n.*.k``.samples.are.drawn |
| 90e00 | 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 | ...If.size.is.``None``.(default) |
| 90e20 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 | ,.............a.single.value.is. |
| 90e40 | 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 | returned.if.``a``.is.a.scalar... |
| 90e60 | 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 | Otherwise,.............``np.arra |
| 90e80 | 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a | y(a).size``.samples.are.drawn... |
| 90ea0 | 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a | ........Returns.........-------. |
| 90ec0 | 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a | ........out.:.ndarray.or.scalar. |
| 90ee0 | 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ............Drawn.samples.from.t |
| 90f00 | 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 | he.parameterized.Weibull.distrib |
| 90f20 | 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 | ution...........See.Also........ |
| 90f40 | 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 77 65 | .--------.........scipy.stats.we |
| 90f60 | 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 77 65 | ibull_max.........scipy.stats.we |
| 90f80 | 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 65 | ibull_min.........scipy.stats.ge |
| 90fa0 | 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 0a 0a 20 20 20 20 20 20 20 | nextreme.........gumbel......... |
| 90fc0 | 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 | .Notes.........-----.........The |
| 90fe0 | 20 57 65 69 62 75 6c 6c 20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73 79 6d 70 74 6f 74 69 63 | .Weibull.(or.Type.III.asymptotic |
| 91000 | 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 | .extreme.value.distribution..... |
| 91020 | 20 20 20 20 66 6f 72 20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 73 2c 20 53 45 56 20 54 79 70 | ....for.smallest.values,.SEV.Typ |
| 91040 | 65 20 49 49 49 2c 20 6f 72 20 52 6f 73 69 6e 2d 52 61 6d 6d 6c 65 72 0a 20 20 20 20 20 20 20 20 | e.III,.or.Rosin-Rammler......... |
| 91060 | 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69 73 20 6f 6e 65 20 6f 66 20 61 20 63 6c 61 73 73 20 | distribution).is.one.of.a.class. |
| 91080 | 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 0a 20 20 20 | of.Generalized.Extreme.Value.... |
| 910a0 | 20 20 20 20 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 75 73 65 64 20 69 6e | .....(GEV).distributions.used.in |
| 910c0 | 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 70 72 6f 62 6c 65 6d 73 | .modeling.extreme.value.problems |
| 910e0 | 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63 6c 75 64 65 73 20 74 68 | ..........This.class.includes.th |
| 91100 | 65 20 47 75 6d 62 65 6c 20 61 6e 64 20 46 72 65 63 68 65 74 20 64 69 73 74 72 69 62 75 74 69 6f | e.Gumbel.and.Frechet.distributio |
| 91120 | 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e | ns...........The.probability.den |
| 91140 | 73 69 74 79 20 66 6f 72 20 74 68 65 20 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f | sity.for.the.Weibull.distributio |
| 91160 | 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c | n.is.............math::.p(x).=.\ |
| 91180 | 66 72 61 63 7b 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | frac{a}......................... |
| 911a0 | 20 7b 5c 6c 61 6d 62 64 61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d 62 64 61 7d 29 5e 7b 61 | .{\lambda}(\frac{x}{\lambda})^{a |
| 911c0 | 2d 31 7d 65 5e 7b 2d 28 78 2f 5c 6c 61 6d 62 64 61 29 5e 61 7d 2c 0a 0a 20 20 20 20 20 20 20 20 | -1}e^{-(x/\lambda)^a},.......... |
| 911e0 | 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 | where.:math:`a`.is.the.shape.and |
| 91200 | 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61 6c 65 2e 0a 0a 20 20 20 | .:math:`\lambda`.the.scale...... |
| 91220 | 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69 74 73 20 70 65 61 6b 20 28 | .....The.function.has.its.peak.( |
| 91240 | 74 68 65 20 6d 6f 64 65 29 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d | the.mode).at.........:math:`\lam |
| 91260 | 62 64 61 28 5c 66 72 61 63 7b 61 2d 31 7d 7b 61 7d 29 5e 7b 31 2f 61 7d 60 2e 0a 0a 20 20 20 20 | bda(\frac{a-1}{a})^{1/a}`....... |
| 91280 | 20 20 20 20 57 68 65 6e 20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20 57 65 69 62 75 6c 6c 20 | ....When.``a.=.1``,.the.Weibull. |
| 912a0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20 74 68 65 20 65 78 70 6f | distribution.reduces.to.the.expo |
| 912c0 | 6e 65 6e 74 69 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 | nential.........distribution.... |
| 912e0 | 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | .......References.........------ |
| 91300 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f 64 64 69 20 57 65 69 62 | ----............[1].Waloddi.Weib |
| 91320 | 75 6c 6c 2c 20 52 6f 79 61 6c 20 54 65 63 68 6e 69 63 61 6c 20 55 6e 69 76 65 72 73 69 74 79 2c | ull,.Royal.Technical.University, |
| 91340 | 20 53 74 6f 63 6b 68 6f 6c 6d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 39 20 | .Stockholm,................1939. |
| 91360 | 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 54 68 65 6f 72 79 20 4f 66 20 54 68 65 20 53 74 72 | "A.Statistical.Theory.Of.The.Str |
| 91380 | 65 6e 67 74 68 20 4f 66 20 4d 61 74 65 72 69 61 6c 73 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 | ength.Of.Materials",............ |
| 913a0 | 20 20 20 20 49 6e 67 65 6e 69 6f 72 73 76 65 74 65 6e 73 6b 61 70 73 61 6b 61 64 65 6d 69 65 6e | ....Ingeniorsvetenskapsakademien |
| 913c0 | 73 20 48 61 6e 64 6c 69 6e 67 61 72 20 4e 72 20 31 35 31 2c 20 31 39 33 39 2c 0a 20 20 20 20 20 | s.Handlingar.Nr.151,.1939,...... |
| 913e0 | 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 6c 73 74 61 62 65 6e 73 20 4c 69 74 6f 67 72 61 | ..........Generalstabens.Litogra |
| 91400 | 66 69 73 6b 61 20 41 6e 73 74 61 6c 74 73 20 46 6f 72 6c 61 67 2c 20 53 74 6f 63 6b 68 6f 6c 6d | fiska.Anstalts.Forlag,.Stockholm |
| 91420 | 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 61 6c 6f 64 64 69 20 57 65 69 62 75 6c 6c | .............[2].Waloddi.Weibull |
| 91440 | 2c 20 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 46 75 | ,."A.Statistical.Distribution.Fu |
| 91460 | 6e 63 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 69 64 65 20 41 70 | nction.of................Wide.Ap |
| 91480 | 70 6c 69 63 61 62 69 6c 69 74 79 22 2c 20 4a 6f 75 72 6e 61 6c 20 4f 66 20 41 70 70 6c 69 65 64 | plicability",.Journal.Of.Applied |
| 914a0 | 20 4d 65 63 68 61 6e 69 63 73 20 41 53 4d 45 20 50 61 70 65 72 0a 20 20 20 20 20 20 20 20 20 20 | .Mechanics.ASME.Paper........... |
| 914c0 | 20 20 20 20 20 31 39 35 31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 | .....1951.............[3].Wikipe |
| 914e0 | 64 69 61 2c 20 22 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 | dia,."Weibull.distribution",.... |
| 91500 | 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 | ............https://en.wikipedia |
| 91520 | 2e 6f 72 67 2f 77 69 6b 69 2f 57 65 69 62 75 6c 6c 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a | .org/wiki/Weibull_distribution.. |
| 91540 | 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ........Examples.........------- |
| 91560 | 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 | -.........Draw.samples.from.the. |
| 91580 | 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 3d | distribution:..........>>>.rng.= |
| 915a0 | 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 20 | .np.random.default_rng()........ |
| 915c0 | 20 3e 3e 3e 20 61 20 3d 20 35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | .>>>.a.=.5..#.shape.........>>>. |
| 915e0 | 73 20 3d 20 72 6e 67 2e 77 65 69 62 75 6c 6c 28 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 | s.=.rng.weibull(a,.1000)........ |
| 91600 | 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 | ..Display.the.histogram.of.the.s |
| 91620 | 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 | amples,.along.with.........the.p |
| 91640 | 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 | robability.density.function:.... |
| 91660 | 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c | ......>>>.import.matplotlib.pypl |
| 91680 | 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 | ot.as.plt.........>>>.x.=.np.ara |
| 916a0 | 6e 67 65 28 31 2c 31 30 30 2e 29 2f 35 30 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 65 66 20 | nge(1,100.)/50..........>>>.def. |
| 916c0 | 77 65 69 62 28 78 2c 6e 2c 61 29 3a 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 72 65 74 | weib(x,n,a):.................ret |
| 916e0 | 75 72 6e 20 28 61 20 2f 20 6e 29 20 2a 20 28 78 20 2f 20 6e 29 2a 2a 28 61 20 2d 20 31 29 20 2a | urn.(a./.n).*.(x./.n)**(a.-.1).* |
| 91700 | 20 6e 70 2e 65 78 70 28 2d 28 78 20 2f 20 6e 29 2a 2a 61 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e | .np.exp(-(x./.n)**a)..........>> |
| 91720 | 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 | >.count,.bins,.ignored.=.plt.his |
| 91740 | 74 28 72 6e 67 2e 77 65 69 62 75 6c 6c 28 35 2e 2c 31 30 30 30 29 29 0a 20 20 20 20 20 20 20 20 | t(rng.weibull(5.,1000))......... |
| 91760 | 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 31 30 30 2e 29 2f 35 30 2e 0a 20 20 | >>>.x.=.np.arange(1,100.)/50.... |
| 91780 | 20 20 20 20 20 20 3e 3e 3e 20 73 63 61 6c 65 20 3d 20 63 6f 75 6e 74 2e 6d 61 78 28 29 2f 77 65 | ......>>>.scale.=.count.max()/we |
| 917a0 | 69 62 28 78 2c 20 31 2e 2c 20 35 2e 29 2e 6d 61 78 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ib(x,.1.,.5.).max().........>>>. |
| 917c0 | 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 77 65 69 62 28 78 2c 20 31 2e 2c 20 35 2e 29 2a 73 63 61 6c | plt.plot(x,.weib(x,.1.,.5.)*scal |
| 917e0 | 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 | e).........>>>.plt.show()....... |
| 91800 | 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 62 79 74 65 73 28 6c | .........................bytes(l |
| 91820 | 65 6e 67 74 68 29 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 62 79 | ength)..........Return.random.by |
| 91840 | 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 | tes...........Parameters........ |
| 91860 | 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 65 6e 67 74 68 20 3a 20 69 6e 74 | .----------.........length.:.int |
| 91880 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 72 61 6e 64 6f 6d 20 62 79 | .............Number.of.random.by |
| 918a0 | 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | tes...........Returns.........-- |
| 918c0 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 62 79 74 65 73 0a 20 20 20 20 20 20 | -----.........out.:.bytes....... |
| 918e0 | 20 20 20 20 20 20 53 74 72 69 6e 67 20 6f 66 20 6c 65 6e 67 74 68 20 60 6c 65 6e 67 74 68 60 2e | ......String.of.length.`length`. |
| 91900 | 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ..........Examples.........----- |
| 91920 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c | ---.........>>>.np.random.defaul |
| 91940 | 74 5f 72 6e 67 28 29 2e 62 79 74 65 73 28 31 30 29 0a 20 20 20 20 20 20 20 20 62 27 5c 78 66 65 | t_rng().bytes(10).........b'\xfe |
| 91960 | 43 5c 78 39 62 5c 78 38 36 5c 78 31 37 5c 78 66 32 5c 78 61 31 5c 78 61 66 63 70 27 20 23 20 72 | C\x9b\x86\x17\xf2\xa1\xafcp'.#.r |
| 91980 | 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 | andom....................negativ |
| 919a0 | 65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 | e_binomial(n,.p,.size=None)..... |
| 919c0 | 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 | .....Draw.samples.from.a.negativ |
| 919e0 | 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 | e.binomial.distribution......... |
| 91a00 | 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 | ..Samples.are.drawn.from.a.negat |
| 91a20 | 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 | ive.binomial.distribution.with.s |
| 91a40 | 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60 | pecified.........parameters,.`n` |
| 91a60 | 20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60 70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f | .successes.and.`p`.probability.o |
| 91a80 | 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20 60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e | f.success.where.`n`.........is.> |
| 91aa0 | 20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 28 30 | .0.and.`p`.is.in.the.interval.(0 |
| 91ac0 | 2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | ,.1]...........Parameters....... |
| 91ae0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 66 6c 6f 61 74 20 6f | ..----------.........n.:.float.o |
| 91b00 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 91b20 | 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e | ...Parameter.of.the.distribution |
| 91b40 | 2c 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 | ,.>.0..........p.:.float.or.arra |
| 91b60 | 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 | y_like.of.floats.............Par |
| 91b80 | 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 | ameter.of.the.distribution..Must |
| 91ba0 | 20 73 61 74 69 73 66 79 20 30 20 3c 20 70 20 3c 3d 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a | .satisfy.0.<.p.<=.1..........siz |
| 91bc0 | 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e | e.:.int.or.tuple.of.ints,.option |
| 91be0 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 | al.............Output.shape...If |
| 91c00 | 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c | .the.given.shape.is,.e.g.,.``(m, |
| 91c20 | 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a | .n,.k)``,.then.............``m.* |
| 91c40 | 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 | .n.*.k``.samples.are.drawn...If. |
| 91c60 | 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 | size.is.``None``.(default),..... |
| 91c80 | 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e | ........a.single.value.is.return |
| 91ca0 | 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 | ed.if.``n``.and.``p``.are.both.s |
| 91cc0 | 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 | calars..............Otherwise,.` |
| 91ce0 | 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | `np.broadcast(n,.p).size``.sampl |
| 91d00 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 91d20 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 91d40 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 91d60 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 91d80 | 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a | negative.binomial.distribution,. |
| 91da0 | 20 20 20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 | ............where.each.sample.is |
| 91dc0 | 20 65 71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 | .equal.to.N,.the.number.of.failu |
| 91de0 | 72 65 73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 63 63 75 72 72 65 64 20 62 65 | res.that.............occurred.be |
| 91e00 | 66 6f 72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20 73 75 63 63 65 73 73 65 73 20 77 61 73 20 | fore.a.total.of.n.successes.was. |
| 91e20 | 72 65 61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 | reached...........Notes......... |
| 91e40 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 | -----.........The.probability.ma |
| 91e60 | 73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f | ss.function.of.the.negative.bino |
| 91e80 | 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e | mial.distribution.is............ |
| 91ea0 | 20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29 20 3d 20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 | .math::.P(N;n,p).=.\frac{\Gamma( |
| 91ec0 | 4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e 29 7d 70 5e 7b 6e 7d 28 31 2d 70 29 5e 7b 4e 7d | N+n)}{N!\Gamma(n)}p^{n}(1-p)^{N} |
| 91ee0 | 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 | ,..........where.:math:`n`.is.th |
| 91f00 | 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 2c 20 3a 6d 61 74 68 3a 60 70 60 | e.number.of.successes,.:math:`p` |
| 91f20 | 20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 | .is.the.........probability.of.s |
| 91f40 | 75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e 2b 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 | uccess,.:math:`N+n`.is.the.numbe |
| 91f60 | 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 | r.of.trials,.and.........:math:` |
| 91f80 | 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 20 57 | \Gamma`.is.the.gamma.function..W |
| 91fa0 | 68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 0a 20 20 20 | hen.:math:`n`.is.an.integer,.... |
| 91fc0 | 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e | .....:math:`\frac{\Gamma(N+n)}{N |
| 91fe0 | 21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62 69 6e 6f 6d 7b 4e 2b 6e 2d 31 7d 7b 4e 7d 60 2c | !\Gamma(n)}.=.\binom{N+n-1}{N}`, |
| 92000 | 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f | .which.is.........the.more.commo |
| 92020 | 6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74 65 72 6d 20 69 6e 20 74 68 65 20 74 68 65 20 70 | n.form.of.this.term.in.the.the.p |
| 92040 | 6d 66 2e 20 54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 | mf..The.negative.........binomia |
| 92060 | 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 67 69 76 65 73 20 74 68 65 20 70 72 6f 62 61 62 69 | l.distribution.gives.the.probabi |
| 92080 | 6c 69 74 79 20 6f 66 20 4e 20 66 61 69 6c 75 72 65 73 20 67 69 76 65 6e 20 6e 0a 20 20 20 20 20 | lity.of.N.failures.given.n...... |
| 920a0 | 20 20 20 73 75 63 63 65 73 73 65 73 2c 20 77 69 74 68 20 61 20 73 75 63 63 65 73 73 20 6f 6e 20 | ...successes,.with.a.success.on. |
| 920c0 | 74 68 65 20 6c 61 73 74 20 74 72 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 49 66 20 6f 6e 65 20 | the.last.trial...........If.one. |
| 920e0 | 74 68 72 6f 77 73 20 61 20 64 69 65 20 72 65 70 65 61 74 65 64 6c 79 20 75 6e 74 69 6c 20 74 68 | throws.a.die.repeatedly.until.th |
| 92100 | 65 20 74 68 69 72 64 20 74 69 6d 65 20 61 20 22 31 22 20 61 70 70 65 61 72 73 2c 0a 20 20 20 20 | e.third.time.a."1".appears,..... |
| 92120 | 20 20 20 20 74 68 65 6e 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 | ....then.the.probability.distrib |
| 92140 | 75 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 6e 6f 6e 2d 22 31 22 73 20 | ution.of.the.number.of.non-"1"s. |
| 92160 | 74 68 61 74 0a 20 20 20 20 20 20 20 20 61 70 70 65 61 72 20 62 65 66 6f 72 65 20 74 68 65 20 74 | that.........appear.before.the.t |
| 92180 | 68 69 72 64 20 22 31 22 20 69 73 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 | hird."1".is.a.negative.binomial. |
| 921a0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 | distribution...........Reference |
| 921c0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 | s.........----------............ |
| 921e0 | 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 65 67 61 74 69 76 65 | [1].Weisstein,.Eric.W.."Negative |
| 92200 | 20 42 69 6e 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 | .Binomial.Distribution.".From... |
| 92220 | 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 | .............MathWorld--A.Wolfra |
| 92240 | 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 | m.Web.Resource.................h |
| 92260 | 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 65 67 61 | ttp://mathworld.wolfram.com/Nega |
| 92280 | 74 69 76 65 42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 | tiveBinomialDistribution.html... |
| 922a0 | 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 65 67 61 74 69 76 | .........[2].Wikipedia,."Negativ |
| 922c0 | 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 | e.binomial.distribution",....... |
| 922e0 | 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 | .........https://en.wikipedia.or |
| 92300 | 67 2f 77 69 6b 69 2f 4e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 5f 64 69 73 74 72 69 62 | g/wiki/Negative_binomial_distrib |
| 92320 | 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 | ution..........Examples......... |
| 92340 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 | --------.........Draw.samples.fr |
| 92360 | 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 41 20 | om.the.distribution:..........A. |
| 92380 | 72 65 61 6c 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 6e 79 20 64 72 | real.world.example..A.company.dr |
| 923a0 | 69 6c 6c 73 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 0a 20 20 20 20 20 20 20 20 65 78 70 6c 6f 72 | ills.wild-cat.oil.........explor |
| 923c0 | 61 74 69 6f 6e 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e 20 65 73 74 69 6d 61 | ation.wells,.each.with.an.estima |
| 923e0 | 74 65 64 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 73 75 63 63 65 | ted.probability.of.........succe |
| 92400 | 73 73 20 6f 66 20 30 2e 31 2e 20 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c | ss.of.0.1...What.is.the.probabil |
| 92420 | 69 74 79 20 6f 66 20 68 61 76 69 6e 67 20 6f 6e 65 20 73 75 63 63 65 73 73 0a 20 20 20 20 20 20 | ity.of.having.one.success....... |
| 92440 | 20 20 66 6f 72 20 65 61 63 68 20 73 75 63 63 65 73 73 69 76 65 20 77 65 6c 6c 2c 20 74 68 61 74 | ..for.each.successive.well,.that |
| 92460 | 20 69 73 20 77 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 61 | .is.what.is.the.probability.of.a |
| 92480 | 0a 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65 20 73 75 63 63 65 73 73 20 61 66 74 65 72 20 64 72 | .........single.success.after.dr |
| 924a0 | 69 6c 6c 69 6e 67 20 35 20 77 65 6c 6c 73 2c 20 61 66 74 65 72 20 36 20 77 65 6c 6c 73 2c 20 65 | illing.5.wells,.after.6.wells,.e |
| 924c0 | 74 63 2e 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e | tc.?..........>>>.s.=.np.random. |
| 924e0 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 | default_rng().negative_binomial( |
| 92500 | 31 2c 20 30 2e 31 2c 20 31 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 | 1,.0.1,.100000).........>>>.for. |
| 92520 | 69 20 69 6e 20 72 61 6e 67 65 28 31 2c 20 31 31 29 3a 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 | i.in.range(1,.11):.#.doctest:.+S |
| 92540 | 4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 3d | KIP................probability.= |
| 92560 | 20 73 75 6d 28 73 3c 69 29 20 2f 20 31 30 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 | .sum(s<i)./.100000.............. |
| 92580 | 20 20 20 70 72 69 6e 74 28 69 2c 20 22 77 65 6c 6c 73 20 64 72 69 6c 6c 65 64 2c 20 70 72 6f 62 | ...print(i,."wells.drilled,.prob |
| 925a0 | 61 62 69 6c 69 74 79 20 6f 66 20 6f 6e 65 20 73 75 63 63 65 73 73 20 3d 22 2c 20 70 72 6f 62 61 | ability.of.one.success.=",.proba |
| 925c0 | 62 69 6c 69 74 79 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | bility)......................... |
| 925e0 | 0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 65 64 28 78 2c 20 61 78 69 73 3d 4e 6f 6e 65 2c 20 | .........permuted(x,.axis=None,. |
| 92600 | 6f 75 74 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 6c 79 20 70 65 72 6d | out=None)..........Randomly.perm |
| 92620 | 75 74 65 20 60 78 60 20 61 6c 6f 6e 67 20 61 78 69 73 20 60 61 78 69 73 60 2e 0a 0a 20 20 20 20 | ute.`x`.along.axis.`axis`....... |
| 92640 | 20 20 20 20 55 6e 6c 69 6b 65 20 60 73 68 75 66 66 6c 65 60 2c 20 65 61 63 68 20 73 6c 69 63 65 | ....Unlike.`shuffle`,.each.slice |
| 92660 | 20 61 6c 6f 6e 67 20 74 68 65 20 67 69 76 65 6e 20 61 78 69 73 20 69 73 20 73 68 75 66 66 6c 65 | .along.the.given.axis.is.shuffle |
| 92680 | 64 0a 20 20 20 20 20 20 20 20 69 6e 64 65 70 65 6e 64 65 6e 74 6c 79 20 6f 66 20 74 68 65 20 6f | d.........independently.of.the.o |
| 926a0 | 74 68 65 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | thers...........Parameters...... |
| 926c0 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a 20 61 72 72 61 79 5f | ...----------.........x.:.array_ |
| 926e0 | 6c 69 6b 65 2c 20 61 74 20 6c 65 61 73 74 20 6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 0a 20 | like,.at.least.one-dimensional.. |
| 92700 | 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61 79 20 74 6f 20 62 65 20 73 68 75 66 66 6c 65 64 2e | ...........Array.to.be.shuffled. |
| 92720 | 0a 20 20 20 20 20 20 20 20 61 78 69 73 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 | .........axis.:.int,.optional... |
| 92740 | 20 20 20 20 20 20 20 20 20 20 53 6c 69 63 65 73 20 6f 66 20 60 78 60 20 69 6e 20 74 68 69 73 20 | ..........Slices.of.`x`.in.this. |
| 92760 | 61 78 69 73 20 61 72 65 20 73 68 75 66 66 6c 65 64 2e 20 45 61 63 68 20 73 6c 69 63 65 0a 20 20 | axis.are.shuffled..Each.slice... |
| 92780 | 20 20 20 20 20 20 20 20 20 20 69 73 20 73 68 75 66 66 6c 65 64 20 69 6e 64 65 70 65 6e 64 65 6e | ..........is.shuffled.independen |
| 927a0 | 74 6c 79 20 6f 66 20 74 68 65 20 6f 74 68 65 72 73 2e 20 20 49 66 20 60 61 78 69 73 60 20 69 73 | tly.of.the.others...If.`axis`.is |
| 927c0 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 6e 65 2c 20 74 68 65 20 66 6c 61 74 74 65 6e 65 64 | .............None,.the.flattened |
| 927e0 | 20 61 72 72 61 79 20 69 73 20 73 68 75 66 66 6c 65 64 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 20 | .array.is.shuffled..........out. |
| 92800 | 3a 20 6e 64 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | :.ndarray,.optional............. |
| 92820 | 49 66 20 67 69 76 65 6e 2c 20 74 68 69 73 20 69 73 20 74 68 65 20 64 65 73 74 69 6e 61 74 6f 6e | If.given,.this.is.the.destinaton |
| 92840 | 20 6f 66 20 74 68 65 20 73 68 75 66 66 6c 65 64 20 61 72 72 61 79 2e 0a 20 20 20 20 20 20 20 20 | .of.the.shuffled.array.......... |
| 92860 | 20 20 20 20 49 66 20 60 6f 75 74 60 20 69 73 20 4e 6f 6e 65 2c 20 61 20 73 68 75 66 66 6c 65 64 | ....If.`out`.is.None,.a.shuffled |
| 92880 | 20 63 6f 70 79 20 6f 66 20 74 68 65 20 61 72 72 61 79 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a | .copy.of.the.array.is.returned.. |
| 928a0 | 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | .........Returns.........------- |
| 928c0 | 0a 20 20 20 20 20 20 20 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 | .........ndarray.............If. |
| 928e0 | 60 6f 75 74 60 20 69 73 20 4e 6f 6e 65 2c 20 61 20 73 68 75 66 66 6c 65 64 20 63 6f 70 79 20 6f | `out`.is.None,.a.shuffled.copy.o |
| 92900 | 66 20 60 78 60 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f | f.`x`.is.returned..............O |
| 92920 | 74 68 65 72 77 69 73 65 2c 20 74 68 65 20 73 68 75 66 66 6c 65 64 20 61 72 72 61 79 20 69 73 20 | therwise,.the.shuffled.array.is. |
| 92940 | 73 74 6f 72 65 64 20 69 6e 20 60 6f 75 74 60 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64 | stored.in.`out`,.............and |
| 92960 | 20 60 6f 75 74 60 20 69 73 20 72 65 74 75 72 6e 65 64 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 | .`out`.is.returned..........See. |
| 92980 | 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 | Also.........--------.........sh |
| 929a0 | 75 66 66 6c 65 0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 61 74 69 6f 6e 0a 0a 20 20 20 20 20 | uffle.........permutation....... |
| 929c0 | 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 | ...Examples.........--------.... |
| 929e0 | 20 20 20 20 20 43 72 65 61 74 65 20 61 20 60 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 | .....Create.a.`numpy.random.Gene |
| 92a00 | 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e | rator`.instance:..........>>>.rn |
| 92a20 | 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 0a 20 20 20 | g.=.np.random.default_rng()..... |
| 92a40 | 20 20 20 20 20 43 72 65 61 74 65 20 61 20 74 65 73 74 20 61 72 72 61 79 3a 0a 0a 20 20 20 20 20 | .....Create.a.test.array:....... |
| 92a60 | 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 32 34 29 2e 72 65 73 68 61 70 65 | ...>>>.x.=.np.arange(24).reshape |
| 92a80 | 28 33 2c 20 38 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 0a 20 20 20 20 20 20 20 20 61 72 72 | (3,.8).........>>>.x.........arr |
| 92aa0 | 61 79 28 5b 5b 20 30 2c 20 20 31 2c 20 20 32 2c 20 20 33 2c 20 20 34 2c 20 20 35 2c 20 20 36 2c | ay([[.0,..1,..2,..3,..4,..5,..6, |
| 92ac0 | 20 20 37 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 38 2c 20 20 39 2c 20 31 30 | ..7],................[.8,..9,.10 |
| 92ae0 | 2c 20 31 31 2c 20 31 32 2c 20 31 33 2c 20 31 34 2c 20 31 35 5d 2c 0a 20 20 20 20 20 20 20 20 20 | ,.11,.12,.13,.14,.15],.......... |
| 92b00 | 20 20 20 20 20 20 5b 31 36 2c 20 31 37 2c 20 31 38 2c 20 31 39 2c 20 32 30 2c 20 32 31 2c 20 32 | ......[16,.17,.18,.19,.20,.21,.2 |
| 92b20 | 32 2c 20 32 33 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 53 68 75 66 66 6c 65 20 74 68 65 20 72 6f | 2,.23]])..........Shuffle.the.ro |
| 92b40 | 77 73 20 6f 66 20 60 78 60 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 72 6e 67 2e | ws.of.`x`:..........>>>.y.=.rng. |
| 92b60 | 70 65 72 6d 75 74 65 64 28 78 2c 20 61 78 69 73 3d 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | permuted(x,.axis=1).........>>>. |
| 92b80 | 79 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 20 34 2c 20 20 33 2c 20 20 36 2c 20 20 37 | y.........array([[.4,..3,..6,..7 |
| 92ba0 | 2c 20 20 31 2c 20 20 32 2c 20 20 35 2c 20 20 30 5d 2c 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 | ,..1,..2,..5,..0],..#.random.... |
| 92bc0 | 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 35 2c 20 31 30 2c 20 31 34 2c 20 20 39 2c 20 31 32 2c | ............[15,.10,.14,..9,.12, |
| 92be0 | 20 31 31 2c 20 20 38 2c 20 31 33 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 37 | .11,..8,.13],................[17 |
| 92c00 | 2c 20 31 36 2c 20 32 30 2c 20 32 31 2c 20 31 38 2c 20 32 32 2c 20 32 33 2c 20 31 39 5d 5d 29 0a | ,.16,.20,.21,.18,.22,.23,.19]]). |
| 92c20 | 0a 20 20 20 20 20 20 20 20 60 78 60 20 68 61 73 20 6e 6f 74 20 62 65 65 6e 20 6d 6f 64 69 66 69 | .........`x`.has.not.been.modifi |
| 92c40 | 65 64 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 | ed:..........>>>.x.........array |
| 92c60 | 28 5b 5b 20 30 2c 20 20 31 2c 20 20 32 2c 20 20 33 2c 20 20 34 2c 20 20 35 2c 20 20 36 2c 20 20 | ([[.0,..1,..2,..3,..4,..5,..6,.. |
| 92c80 | 37 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 38 2c 20 20 39 2c 20 31 30 2c 20 | 7],................[.8,..9,.10,. |
| 92ca0 | 31 31 2c 20 31 32 2c 20 31 33 2c 20 31 34 2c 20 31 35 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 | 11,.12,.13,.14,.15],............ |
| 92cc0 | 20 20 20 20 5b 31 36 2c 20 31 37 2c 20 31 38 2c 20 31 39 2c 20 32 30 2c 20 32 31 2c 20 32 32 2c | ....[16,.17,.18,.19,.20,.21,.22, |
| 92ce0 | 20 32 33 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 54 6f 20 73 68 75 66 66 6c 65 20 74 68 65 20 72 | .23]])..........To.shuffle.the.r |
| 92d00 | 6f 77 73 20 6f 66 20 60 78 60 20 69 6e 2d 70 6c 61 63 65 2c 20 70 61 73 73 20 60 78 60 20 61 73 | ows.of.`x`.in-place,.pass.`x`.as |
| 92d20 | 20 74 68 65 20 60 6f 75 74 60 0a 20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 3a 0a 0a 20 | .the.`out`.........parameter:... |
| 92d40 | 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 72 6e 67 2e 70 65 72 6d 75 74 65 64 28 78 2c 20 61 | .......>>>.y.=.rng.permuted(x,.a |
| 92d60 | 78 69 73 3d 31 2c 20 6f 75 74 3d 78 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 0a 20 20 20 20 | xis=1,.out=x).........>>>.x..... |
| 92d80 | 20 20 20 20 61 72 72 61 79 28 5b 5b 20 33 2c 20 20 30 2c 20 20 34 2c 20 20 37 2c 20 20 31 2c 20 | ....array([[.3,..0,..4,..7,..1,. |
| 92da0 | 20 36 2c 20 20 32 2c 20 20 35 5d 2c 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 | .6,..2,..5],..#.random.......... |
| 92dc0 | 20 20 20 20 20 20 5b 20 38 2c 20 31 34 2c 20 31 33 2c 20 20 39 2c 20 31 32 2c 20 31 31 2c 20 31 | ......[.8,.14,.13,..9,.12,.11,.1 |
| 92de0 | 35 2c 20 31 30 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 31 37 2c 20 31 38 2c 20 | 5,.10],................[17,.18,. |
| 92e00 | 31 36 2c 20 32 32 2c 20 31 39 2c 20 32 33 2c 20 32 30 2c 20 32 31 5d 5d 29 0a 0a 20 20 20 20 20 | 16,.22,.19,.23,.20,.21]])....... |
| 92e20 | 20 20 20 4e 6f 74 65 20 74 68 61 74 20 77 68 65 6e 20 74 68 65 20 60 60 6f 75 74 60 60 20 70 61 | ...Note.that.when.the.``out``.pa |
| 92e40 | 72 61 6d 65 74 65 72 20 69 73 20 67 69 76 65 6e 2c 20 74 68 65 20 72 65 74 75 72 6e 0a 20 20 20 | rameter.is.given,.the.return.... |
| 92e60 | 20 20 20 20 20 76 61 6c 75 65 20 69 73 20 60 60 6f 75 74 60 60 3a 0a 0a 20 20 20 20 20 20 20 20 | .....value.is.``out``:.......... |
| 92e80 | 3e 3e 3e 20 79 20 69 73 20 78 0a 20 20 20 20 20 20 20 20 54 72 75 65 0a 20 20 20 20 20 20 20 20 | >>>.y.is.x.........True......... |
| 92ea0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74 | .........................noncent |
| 92ec0 | 72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e | ral_f(dfnum,.dfden,.nonc,.size=N |
| 92ee0 | 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 | one)..........Draw.samples.from. |
| 92f00 | 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a | the.noncentral.F.distribution... |
| 92f20 | 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 | ........Samples.are.drawn.from.a |
| 92f40 | 6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 | n.F.distribution.with.specified. |
| 92f60 | 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 60 64 66 6e 75 6d 60 20 28 64 65 67 | parameters,.........`dfnum`.(deg |
| 92f80 | 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 20 61 6e | rees.of.freedom.in.numerator).an |
| 92fa0 | 64 20 60 64 66 64 65 6e 60 20 28 64 65 67 72 65 65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 66 72 | d.`dfden`.(degrees.of.........fr |
| 92fc0 | 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 29 2c 20 77 68 65 72 65 20 62 6f 74 | eedom.in.denominator),.where.bot |
| 92fe0 | 68 20 70 61 72 61 6d 65 74 65 72 73 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 60 6e 6f 6e 63 60 | h.parameters.>.1..........`nonc` |
| 93000 | 20 69 73 20 74 68 65 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 70 61 72 61 6d 65 74 65 72 | .is.the.non-centrality.parameter |
| 93020 | 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d | ...........Parameters.........-- |
| 93040 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f 61 74 20 6f | --------.........dfnum.:.float.o |
| 93060 | 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 | r.array_like.of.floats.......... |
| 93080 | 20 20 20 4e 75 6d 65 72 61 74 6f 72 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c | ...Numerator.degrees.of.freedom, |
| 930a0 | 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 | .must.be.>.0..................ve |
| 930c0 | 72 73 69 6f 6e 63 68 61 6e 67 65 64 3a 3a 20 31 2e 31 34 2e 30 0a 20 20 20 20 20 20 20 20 20 20 | rsionchanged::.1.14.0........... |
| 930e0 | 20 20 20 20 20 45 61 72 6c 69 65 72 20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73 20 72 65 71 75 | .....Earlier.NumPy.versions.requ |
| 93100 | 69 72 65 64 20 64 66 6e 75 6d 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65 6e 20 3a 20 | ired.dfnum.>.1..........dfden.:. |
| 93120 | 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 | float.or.array_like.of.floats... |
| 93140 | 20 20 20 20 20 20 20 20 20 20 44 65 6e 6f 6d 69 6e 61 74 6f 72 20 64 65 67 72 65 65 73 20 6f 66 | ..........Denominator.degrees.of |
| 93160 | 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 6e | .freedom,.must.be.>.0..........n |
| 93180 | 6f 6e 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f | onc.:.float.or.array_like.of.flo |
| 931a0 | 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 70 | ats.............Non-centrality.p |
| 931c0 | 61 72 61 6d 65 74 65 72 2c 20 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 73 71 75 61 72 65 73 | arameter,.the.sum.of.the.squares |
| 931e0 | 20 6f 66 20 74 68 65 20 6e 75 6d 65 72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 | .of.the.numerator.............me |
| 93200 | 61 6e 73 2c 20 6d 75 73 74 20 62 65 20 3e 3d 20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 | ans,.must.be.>=.0..........size. |
| 93220 | 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c | :.int.or.tuple.of.ints,.optional |
| 93240 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 | .............Output.shape...If.t |
| 93260 | 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e | he.given.shape.is,.e.g.,.``(m,.n |
| 93280 | 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e | ,.k)``,.then.............``m.*.n |
| 932a0 | 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 | .*.k``.samples.are.drawn...If.si |
| 932c0 | 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 | ze.is.``None``.(default),....... |
| 932e0 | 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 | ......a.single.value.is.returned |
| 93300 | 20 69 66 20 60 60 64 66 6e 75 6d 60 60 2c 20 60 60 64 66 64 65 6e 60 60 2c 20 61 6e 64 20 60 60 | .if.``dfnum``,.``dfden``,.and.`` |
| 93320 | 6e 6f 6e 63 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 | nonc``.............are.all.scala |
| 93340 | 72 73 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 | rs...Otherwise,.``np.broadcast(d |
| 93360 | 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 20 20 | fnum,.dfden,.nonc).size``....... |
| 93380 | 20 20 20 20 20 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 | ......samples.are.drawn......... |
| 933a0 | 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | ..Returns.........-------....... |
| 933c0 | 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 | ..out.:.ndarray.or.scalar....... |
| 933e0 | 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 | ......Drawn.samples.from.the.par |
| 93400 | 61 6d 65 74 65 72 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 46 69 73 68 65 72 20 64 69 73 | ameterized.noncentral.Fisher.dis |
| 93420 | 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 | tribution...........Notes....... |
| 93440 | 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 63 61 6c 63 75 6c 61 74 69 6e 67 | ..-----.........When.calculating |
| 93460 | 20 74 68 65 20 70 6f 77 65 72 20 6f 66 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74 20 28 70 6f 77 | .the.power.of.an.experiment.(pow |
| 93480 | 65 72 20 3d 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 72 65 6a 65 | er.=.probability.of.........reje |
| 934a0 | 63 74 69 6e 67 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 68 65 6e 20 61 | cting.the.null.hypothesis.when.a |
| 934c0 | 20 73 70 65 63 69 66 69 63 20 61 6c 74 65 72 6e 61 74 69 76 65 20 69 73 20 74 72 75 65 29 20 74 | .specific.alternative.is.true).t |
| 934e0 | 68 65 0a 20 20 20 20 20 20 20 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20 46 20 73 74 61 74 69 73 74 | he.........non-central.F.statist |
| 93500 | 69 63 20 62 65 63 6f 6d 65 73 20 69 6d 70 6f 72 74 61 6e 74 2e 20 20 57 68 65 6e 20 74 68 65 20 | ic.becomes.important...When.the. |
| 93520 | 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 0a 20 20 20 20 20 20 20 20 74 72 75 65 2c | null.hypothesis.is.........true, |
| 93540 | 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 66 6f 6c 6c 6f 77 73 20 61 20 63 65 6e 74 72 | .the.F.statistic.follows.a.centr |
| 93560 | 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 57 68 65 6e 20 74 68 65 20 6e 75 6c 6c | al.F.distribution..When.the.null |
| 93580 | 0a 20 20 20 20 20 20 20 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20 6e 6f 74 20 74 72 75 65 2c | .........hypothesis.is.not.true, |
| 935a0 | 20 74 68 65 6e 20 69 74 20 66 6f 6c 6c 6f 77 73 20 61 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20 46 | .then.it.follows.a.non-central.F |
| 935c0 | 20 73 74 61 74 69 73 74 69 63 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a | .statistic...........References. |
| 935e0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 | ........----------............[1 |
| 93600 | 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61 6c | ].Weisstein,.Eric.W.."Noncentral |
| 93620 | 20 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | .F-Distribution."............... |
| 93640 | 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 | .From.MathWorld--A.Wolfram.Web.R |
| 93660 | 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d | esource.................http://m |
| 93680 | 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 6f 6e 63 65 6e 74 72 61 6c 46 | athworld.wolfram.com/NoncentralF |
| 936a0 | 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 | -Distribution.html............[2 |
| 936c0 | 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 46 2d 64 69 73 74 72 | ].Wikipedia,."Noncentral.F-distr |
| 936e0 | 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f | ibution",................https:/ |
| 93700 | 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4e 6f 6e 63 65 6e 74 72 61 | /en.wikipedia.org/wiki/Noncentra |
| 93720 | 6c 5f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | l_F-distribution..........Exampl |
| 93740 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 6e 20 61 | es.........--------.........In.a |
| 93760 | 20 73 74 75 64 79 2c 20 74 65 73 74 69 6e 67 20 66 6f 72 20 61 20 73 70 65 63 69 66 69 63 20 61 | .study,.testing.for.a.specific.a |
| 93780 | 6c 74 65 72 6e 61 74 69 76 65 20 74 6f 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 | lternative.to.the.null.hypothesi |
| 937a0 | 73 0a 20 20 20 20 20 20 20 20 72 65 71 75 69 72 65 73 20 75 73 65 20 6f 66 20 74 68 65 20 4e 6f | s.........requires.use.of.the.No |
| 937c0 | 6e 63 65 6e 74 72 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 57 65 20 6e 65 65 64 | ncentral.F.distribution..We.need |
| 937e0 | 20 74 6f 20 63 61 6c 63 75 6c 61 74 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 61 72 65 61 20 69 | .to.calculate.the.........area.i |
| 93800 | 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 | n.the.tail.of.the.distribution.t |
| 93820 | 68 61 74 20 65 78 63 65 65 64 73 20 74 68 65 20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 46 0a 20 | hat.exceeds.the.value.of.the.F.. |
| 93840 | 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 75 6c 6c | .......distribution.for.the.null |
| 93860 | 20 68 79 70 6f 74 68 65 73 69 73 2e 20 20 57 65 27 6c 6c 20 70 6c 6f 74 20 74 68 65 20 74 77 6f | .hypothesis...We'll.plot.the.two |
| 93880 | 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f | .probability.........distributio |
| 938a0 | 6e 73 20 66 6f 72 20 63 6f 6d 70 61 72 69 73 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ns.for.comparison...........>>>. |
| 938c0 | 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 | rng.=.np.random.default_rng()... |
| 938e0 | 20 20 20 20 20 20 3e 3e 3e 20 64 66 6e 75 6d 20 3d 20 33 20 23 20 62 65 74 77 65 65 6e 20 67 72 | ......>>>.dfnum.=.3.#.between.gr |
| 93900 | 6f 75 70 20 64 65 67 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 | oup.deg.of.freedom.........>>>.d |
| 93920 | 66 64 65 6e 20 3d 20 32 30 20 23 20 77 69 74 68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65 65 | fden.=.20.#.within.groups.degree |
| 93940 | 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 6f 6e 63 20 3d 20 | s.of.freedom.........>>>.nonc.=. |
| 93960 | 33 2e 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 63 5f 76 61 6c 73 20 3d 20 72 6e 67 2e 6e 6f | 3.0.........>>>.nc_vals.=.rng.no |
| 93980 | 6e 63 65 6e 74 72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 6e 6f 6e 63 2c 20 31 | ncentral_f(dfnum,.dfden,.nonc,.1 |
| 939a0 | 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 4e 46 20 3d 20 6e 70 2e 68 69 73 74 | 000000).........>>>.NF.=.np.hist |
| 939c0 | 6f 67 72 61 6d 28 6e 63 5f 76 61 6c 73 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d | ogram(nc_vals,.bins=50,.density= |
| 939e0 | 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 5f 76 61 6c 73 20 3d 20 72 6e 67 2e 66 | True).........>>>.c_vals.=.rng.f |
| 93a00 | 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 | (dfnum,.dfden,.1000000)......... |
| 93a20 | 3e 3e 3e 20 46 20 3d 20 6e 70 2e 68 69 73 74 6f 67 72 61 6d 28 63 5f 76 61 6c 73 2c 20 62 69 6e | >>>.F.=.np.histogram(c_vals,.bin |
| 93a40 | 73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | s=50,.density=True).........>>>. |
| 93a60 | 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a | import.matplotlib.pyplot.as.plt. |
| 93a80 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 46 5b 31 5d 5b 31 3a 5d 2c 20 46 | ........>>>.plt.plot(F[1][1:],.F |
| 93aa0 | 5b 30 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 4e 46 5b 31 5d 5b | [0]).........>>>.plt.plot(NF[1][ |
| 93ac0 | 31 3a 5d 2c 20 4e 46 5b 30 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 | 1:],.NF[0]).........>>>.plt.show |
| 93ae0 | 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 44 cd 07 80 01 00 00 00 60 4b 01 80 01 00 00 00 | ()..............D.......`K...... |
| 93b00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 93b20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 93b40 | 0a 20 20 20 20 20 20 20 20 7a 69 70 66 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 | .........zipf(a,.size=None)..... |
| 93b60 | 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 | .....Draw.samples.from.a.Zipf.di |
| 93b80 | 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 | stribution...........Samples.are |
| 93ba0 | 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 | .drawn.from.a.Zipf.distribution. |
| 93bc0 | 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20 | with.specified.parameter........ |
| 93be0 | 20 60 61 60 20 3e 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 5a 69 70 66 20 64 69 73 74 | .`a`.>.1...........The.Zipf.dist |
| 93c00 | 72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 20 7a 65 74 61 | ribution.(also.known.as.the.zeta |
| 93c20 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69 73 20 61 0a 20 20 20 20 20 20 20 20 64 69 73 63 | .distribution).is.a.........disc |
| 93c40 | 72 65 74 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 68 | rete.probability.distribution.th |
| 93c60 | 61 74 20 73 61 74 69 73 66 69 65 73 20 5a 69 70 66 27 73 20 6c 61 77 3a 20 74 68 65 0a 20 20 20 | at.satisfies.Zipf's.law:.the.... |
| 93c80 | 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76 | .....frequency.of.an.item.is.inv |
| 93ca0 | 65 72 73 65 6c 79 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20 | ersely.proportional.to.its.rank. |
| 93cc0 | 69 6e 20 61 0a 20 20 20 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20 | in.a.........frequency.table.... |
| 93ce0 | 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | .......Parameters.........------ |
| 93d00 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f | ----.........a.:.float.or.array_ |
| 93d20 | 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 | like.of.floats.............Distr |
| 93d40 | 69 62 75 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 2e 20 4d 75 73 74 20 62 65 20 67 72 65 61 74 | ibution.parameter..Must.be.great |
| 93d60 | 65 72 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 | er.than.1..........size.:.int.or |
| 93d80 | 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 | .tuple.of.ints,.optional........ |
| 93da0 | 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e | .....Output.shape...If.the.given |
| 93dc0 | 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 | .shape.is,.e.g.,.``(m,.n,.k)``,. |
| 93de0 | 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 | then.............``m.*.n.*.k``.s |
| 93e00 | 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 | amples.are.drawn...If.size.is.`` |
| 93e20 | 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 | None``.(default),.............a. |
| 93e40 | 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 | single.value.is.returned.if.``a` |
| 93e60 | 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 | `.is.a.scalar..Otherwise,....... |
| 93e80 | 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c | ......``np.array(a).size``.sampl |
| 93ea0 | 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 | es.are.drawn...........Returns.. |
| 93ec0 | 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 | .......-------.........out.:.nda |
| 93ee0 | 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e | rray.or.scalar.............Drawn |
| 93f00 | 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 | .samples.from.the.parameterized. |
| 93f20 | 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 | Zipf.distribution...........See. |
| 93f40 | 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 | Also.........--------.........sc |
| 93f60 | 69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e | ipy.stats.zipf.:.probability.den |
| 93f80 | 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a | sity.function,.distribution,.or. |
| 93fa0 | 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 | ............cumulative.density.f |
| 93fc0 | 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 | unction,.etc...........Notes.... |
| 93fe0 | 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 | .....-----.........The.probabili |
| 94000 | 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 | ty.density.for.the.Zipf.distribu |
| 94020 | 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b 29 20 | tion.is.............math::.p(k). |
| 94040 | 3d 20 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d 7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20 20 20 | =.\frac{k^{-a}}{\zeta(a)},...... |
| 94060 | 20 20 20 20 66 6f 72 20 69 6e 74 65 67 65 72 73 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71 20 31 | ....for.integers.:math:`k.\geq.1 |
| 94080 | 60 2c 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20 52 69 | `,.where.:math:`\zeta`.is.the.Ri |
| 940a0 | 65 6d 61 6e 6e 20 5a 65 74 61 0a 20 20 20 20 20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 | emann.Zeta.........function..... |
| 940c0 | 20 20 20 20 20 20 49 74 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72 69 63 | ......It.is.named.for.the.Americ |
| 940e0 | 61 6e 20 6c 69 6e 67 75 69 73 74 20 47 65 6f 72 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69 70 66 | an.linguist.George.Kingsley.Zipf |
| 94100 | 2c 20 77 68 6f 20 6e 6f 74 65 64 0a 20 20 20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66 72 65 | ,.who.noted.........that.the.fre |
| 94120 | 71 75 65 6e 63 79 20 6f 66 20 61 6e 79 20 77 6f 72 64 20 69 6e 20 61 20 73 61 6d 70 6c 65 20 6f | quency.of.any.word.in.a.sample.o |
| 94140 | 66 20 61 20 6c 61 6e 67 75 61 67 65 20 69 73 20 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20 20 20 | f.a.language.is.inversely....... |
| 94160 | 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20 74 68 | ..proportional.to.its.rank.in.th |
| 94180 | 65 20 66 72 65 71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 | e.frequency.table...........Refe |
| 941a0 | 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | rences.........----------....... |
| 941c0 | 20 20 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c 20 47 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65 64 20 | .....[1].Zipf,.G..K.,."Selected. |
| 941e0 | 53 74 75 64 69 65 73 20 6f 66 20 74 68 65 20 50 72 69 6e 63 69 70 6c 65 20 6f 66 20 52 65 6c 61 | Studies.of.the.Principle.of.Rela |
| 94200 | 74 69 76 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 65 71 75 65 6e 63 79 20 69 6e | tive................Frequency.in |
| 94220 | 20 4c 61 6e 67 75 61 67 65 2c 22 20 43 61 6d 62 72 69 64 67 65 2c 20 4d 41 3a 20 48 61 72 76 61 | .Language,".Cambridge,.MA:.Harva |
| 94240 | 72 64 20 55 6e 69 76 2e 20 50 72 65 73 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 | rd.Univ..Press,................1 |
| 94260 | 39 33 32 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d | 932...........Examples.........- |
| 94280 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f | -------.........Draw.samples.fro |
| 942a0 | 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | m.the.distribution:..........>>> |
| 942c0 | 20 61 20 3d 20 34 2e 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20 3d 20 32 30 30 30 30 0a 20 | .a.=.4.0.........>>>.n.=.20000.. |
| 942e0 | 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 | .......>>>.s.=.np.random.default |
| 94300 | 5f 72 6e 67 28 29 2e 7a 69 70 66 28 61 2c 20 73 69 7a 65 3d 6e 29 0a 0a 20 20 20 20 20 20 20 20 | _rng().zipf(a,.size=n).......... |
| 94320 | 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d | Display.the.histogram.of.the.sam |
| 94340 | 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 78 70 | ples,.along.with.........the.exp |
| 94360 | 65 63 74 65 64 20 68 69 73 74 6f 67 72 61 6d 20 62 61 73 65 64 20 6f 6e 20 74 68 65 20 70 72 6f | ected.histogram.based.on.the.pro |
| 94380 | 62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f | bability.........density.functio |
| 943a0 | 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 | n:..........>>>.import.matplotli |
| 943c0 | 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d | b.pyplot.as.plt.........>>>.from |
| 943e0 | 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 6d 70 6f 72 74 20 7a 65 74 61 20 20 23 20 64 6f | .scipy.special.import.zeta..#.do |
| 94400 | 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 0a 20 20 20 20 20 20 20 20 60 62 69 6e 63 6f 75 6e 74 60 | ctest:.+SKIP..........`bincount` |
| 94420 | 20 70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 20 68 69 73 74 6f 67 72 61 6d 20 66 6f 72 20 73 | .provides.a.fast.histogram.for.s |
| 94440 | 6d 61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e | mall.integers...........>>>.coun |
| 94460 | 74 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6b | t.=.np.bincount(s).........>>>.k |
| 94480 | 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73 2e 6d 61 78 28 29 20 2b 20 31 29 0a 0a 20 20 | .=.np.arange(1,.s.max().+.1).... |
| 944a0 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 28 6b 2c 20 63 6f 75 6e 74 5b 31 3a 5d 2c 20 | ......>>>.plt.bar(k,.count[1:],. |
| 944c0 | 61 6c 70 68 61 3d 30 2e 35 2c 20 6c 61 62 65 6c 3d 27 73 61 6d 70 6c 65 20 63 6f 75 6e 74 27 29 | alpha=0.5,.label='sample.count') |
| 944e0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d | .........>>>.plt.plot(k,.n*(k**- |
| 94500 | 61 29 2f 7a 65 74 61 28 61 29 2c 20 27 6b 2e 2d 27 2c 20 61 6c 70 68 61 3d 30 2e 35 2c 0a 20 20 | a)/zeta(a),.'k.-',.alpha=0.5,... |
| 94520 | 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 61 62 65 6c 3d 27 65 78 70 65 63 74 | ...................label='expect |
| 94540 | 65 64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 | ed.count')...#.doctest:.+SKIP... |
| 94560 | 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d 69 6c 6f 67 79 28 29 0a 20 20 20 20 20 20 20 | ......>>>.plt.semilogy()........ |
| 94580 | 20 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70 68 61 3d 30 2e 34 29 0a 20 20 20 20 20 20 20 | .>>>.plt.grid(alpha=0.4)........ |
| 945a0 | 20 3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c | .>>>.plt.legend().........>>>.pl |
| 945c0 | 74 2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61 6d 70 6c 65 2c 20 61 3d 7b 61 7d 2c 20 73 69 | t.title(f'Zipf.sample,.a={a},.si |
| 945e0 | 7a 65 3d 7b 6e 7d 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a | ze={n}').........>>>.plt.show(). |
| 94600 | 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e | .........................poisson |
| 94620 | 28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 | (lam=1.0,.size=None)..........Dr |
| 94640 | 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 | aw.samples.from.a.Poisson.distri |
| 94660 | 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 | bution...........The.Poisson.dis |
| 94680 | 74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65 20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69 | tribution.is.the.limit.of.the.bi |
| 946a0 | 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20 | nomial.distribution.........for. |
| 946c0 | 6c 61 72 67 65 20 4e 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 | large.N...........Parameters.... |
| 946e0 | 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 61 6d 20 3a 20 66 6c | .....----------.........lam.:.fl |
| 94700 | 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 | oat.or.array_like.of.floats..... |
| 94720 | 20 20 20 20 20 20 20 20 45 78 70 65 63 74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 65 76 65 6e 74 | ........Expected.number.of.event |
| 94740 | 73 20 6f 63 63 75 72 72 69 6e 67 20 69 6e 20 61 20 66 69 78 65 64 2d 74 69 6d 65 20 69 6e 74 65 | s.occurring.in.a.fixed-time.inte |
| 94760 | 72 76 61 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 62 65 20 3e 3d 20 30 2e 20 | rval,.............must.be.>=.0.. |
| 94780 | 41 20 73 65 71 75 65 6e 63 65 20 6d 75 73 74 20 62 65 20 62 72 6f 61 64 63 61 73 74 61 62 6c 65 | A.sequence.must.be.broadcastable |
| 947a0 | 20 6f 76 65 72 20 74 68 65 20 72 65 71 75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 | .over.the.requested............. |
| 947c0 | 73 69 7a 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c | size..........size.:.int.or.tupl |
| 947e0 | 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | e.of.ints,.optional............. |
| 94800 | 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 | Output.shape...If.the.given.shap |
| 94820 | 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a | e.is,.e.g.,.``(m,.n,.k)``,.then. |
| 94840 | 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 | ............``m.*.n.*.k``.sample |
| 94860 | 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 | s.are.drawn...If.size.is.``None` |
| 94880 | 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c | `.(default),.............a.singl |
| 948a0 | 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 61 6d 60 60 20 69 | e.value.is.returned.if.``lam``.i |
| 948c0 | 73 20 61 20 73 63 61 6c 61 72 2e 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 | s.a.scalar..Otherwise,.......... |
| 948e0 | 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 6c 61 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 | ...``np.array(lam).size``.sample |
| 94900 | 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 | s.are.drawn...........Returns... |
| 94920 | 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 | ......-------.........out.:.ndar |
| 94940 | 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 | ray.or.scalar.............Drawn. |
| 94960 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 50 | samples.from.the.parameterized.P |
| 94980 | 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f | oisson.distribution...........No |
| 949a0 | 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 50 6f | tes.........-----.........The.Po |
| 949c0 | 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d | isson.distribution.............m |
| 949e0 | 61 74 68 3a 3a 20 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 3d 5c 66 72 61 63 7b 5c 6c 61 6d 62 64 | ath::.f(k;.\lambda)=\frac{\lambd |
| 94a00 | 61 5e 6b 20 65 5e 7b 2d 5c 6c 61 6d 62 64 61 7d 7d 7b 6b 21 7d 0a 0a 20 20 20 20 20 20 20 20 46 | a^k.e^{-\lambda}}{k!}..........F |
| 94a20 | 6f 72 20 65 76 65 6e 74 73 20 77 69 74 68 20 61 6e 20 65 78 70 65 63 74 65 64 20 73 65 70 61 72 | or.events.with.an.expected.separ |
| 94a40 | 61 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 74 68 65 20 50 6f 69 73 73 6f | ation.:math:`\lambda`.the.Poisso |
| 94a60 | 6e 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 66 28 | n.........distribution.:math:`f( |
| 94a80 | 6b 3b 20 5c 6c 61 6d 62 64 61 29 60 20 64 65 73 63 72 69 62 65 73 20 74 68 65 20 70 72 6f 62 61 | k;.\lambda)`.describes.the.proba |
| 94aa0 | 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 6b 60 20 65 76 65 6e | bility.of.........:math:`k`.even |
| 94ac0 | 74 73 20 6f 63 63 75 72 72 69 6e 67 20 77 69 74 68 69 6e 20 74 68 65 20 6f 62 73 65 72 76 65 64 | ts.occurring.within.the.observed |
| 94ae0 | 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 | .........interval.:math:`\lambda |
| 94b00 | 60 2e 0a 0a 20 20 20 20 20 20 20 20 42 65 63 61 75 73 65 20 74 68 65 20 6f 75 74 70 75 74 20 69 | `...........Because.the.output.i |
| 94b20 | 73 20 6c 69 6d 69 74 65 64 20 74 6f 20 74 68 65 20 72 61 6e 67 65 20 6f 66 20 74 68 65 20 43 20 | s.limited.to.the.range.of.the.C. |
| 94b40 | 69 6e 74 36 34 20 74 79 70 65 2c 20 61 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 | int64.type,.a.........ValueError |
| 94b60 | 20 69 73 20 72 61 69 73 65 64 20 77 68 65 6e 20 60 6c 61 6d 60 20 69 73 20 77 69 74 68 69 6e 20 | .is.raised.when.`lam`.is.within. |
| 94b80 | 31 30 20 73 69 67 6d 61 20 6f 66 20 74 68 65 20 6d 61 78 69 6d 75 6d 0a 20 20 20 20 20 20 20 20 | 10.sigma.of.the.maximum......... |
| 94ba0 | 72 65 70 72 65 73 65 6e 74 61 62 6c 65 20 76 61 6c 75 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 | representable.value...........Re |
| 94bc0 | 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | ferences.........----------..... |
| 94be0 | 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 50 | .......[1].Weisstein,.Eric.W.."P |
| 94c00 | 6f 69 73 73 6f 6e 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 | oisson.Distribution."........... |
| 94c20 | 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 | .....From.MathWorld--A.Wolfram.W |
| 94c40 | 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 | eb.Resource.................http |
| 94c60 | 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 50 6f 69 73 73 6f 6e | ://mathworld.wolfram.com/Poisson |
| 94c80 | 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d | Distribution.html............[2] |
| 94ca0 | 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f | .Wikipedia,."Poisson.distributio |
| 94cc0 | 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 | n",................https://en.wi |
| 94ce0 | 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 6f 69 73 73 6f 6e 5f 64 69 73 74 72 69 62 | kipedia.org/wiki/Poisson_distrib |
| 94d00 | 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 | ution..........Examples......... |
| 94d20 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 | --------.........Draw.samples.fr |
| 94d40 | 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e | om.the.distribution:..........>> |
| 94d60 | 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 20 20 20 20 20 20 20 20 3e 3e 3e | >.import.numpy.as.np.........>>> |
| 94d80 | 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 | .rng.=.np.random.default_rng().. |
| 94da0 | 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 70 6f 69 73 73 6f 6e 28 35 2c 20 31 30 | .......>>>.s.=.rng.poisson(5,.10 |
| 94dc0 | 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 68 69 73 74 6f 67 72 61 6d 20 | 000)..........Display.histogram. |
| 94de0 | 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f | of.the.sample:..........>>>.impo |
| 94e00 | 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 | rt.matplotlib.pyplot.as.plt..... |
| 94e20 | 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 | ....>>>.count,.bins,.ignored.=.p |
| 94e40 | 6c 74 2e 68 69 73 74 28 73 2c 20 31 34 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 | lt.hist(s,.14,.density=True).... |
| 94e60 | 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 | .....>>>.plt.show()..........Dra |
| 94e80 | 77 20 65 61 63 68 20 31 30 30 20 76 61 6c 75 65 73 20 66 6f 72 20 6c 61 6d 62 64 61 20 31 30 30 | w.each.100.values.for.lambda.100 |
| 94ea0 | 20 61 6e 64 20 35 30 30 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 2e 70 | .and.500:..........>>>.s.=.rng.p |
| 94ec0 | 6f 69 73 73 6f 6e 28 6c 61 6d 3d 28 31 30 30 2e 2c 20 35 30 30 2e 29 2c 20 73 69 7a 65 3d 28 31 | oisson(lam=(100.,.500.),.size=(1 |
| 94ee0 | 30 30 2c 20 32 29 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | 00,.2))......................... |
| 94f00 | 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 | .........gumbel(loc=0.0,.scale=1 |
| 94f20 | 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d | .0,.size=None)..........Draw.sam |
| 94f40 | 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | ples.from.a.Gumbel.distribution. |
| 94f60 | 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 | ..........Draw.samples.from.a.Gu |
| 94f80 | 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 | mbel.distribution.with.specified |
| 94fa0 | 20 6c 6f 63 61 74 69 6f 6e 20 61 6e 64 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 2e 20 20 46 6f | .location.and.........scale...Fo |
| 94fc0 | 72 20 6d 6f 72 65 20 69 6e 66 6f 72 6d 61 74 69 6f 6e 20 6f 6e 20 74 68 65 20 47 75 6d 62 65 6c | r.more.information.on.the.Gumbel |
| 94fe0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73 65 65 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 | .distribution,.see.........Notes |
| 95000 | 20 61 6e 64 20 52 65 66 65 72 65 6e 63 65 73 20 62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 20 | .and.References.below........... |
| 95020 | 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | Parameters.........----------... |
| 95040 | 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 | ......loc.:.float.or.array_like. |
| 95060 | 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | of.floats,.optional............. |
| 95080 | 54 68 65 20 6c 6f 63 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68 65 20 | The.location.of.the.mode.of.the. |
| 950a0 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 | distribution..Default.is.0...... |
| 950c0 | 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 | ....scale.:.float.or.array_like. |
| 950e0 | 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | of.floats,.optional............. |
| 95100 | 54 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 | The.scale.parameter.of.the.distr |
| 95120 | 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e | ibution..Default.is.1..Must.be.n |
| 95140 | 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 | on-.............negative........ |
| 95160 | 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f | ..size.:.int.or.tuple.of.ints,.o |
| 95180 | 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 | ptional.............Output.shape |
| 951a0 | 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 | ...If.the.given.shape.is,.e.g.,. |
| 951c0 | 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ``(m,.n,.k)``,.then............. |
| 951e0 | 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e | ``m.*.n.*.k``.samples.are.drawn. |
| 95200 | 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c | ..If.size.is.``None``.(default), |
| 95220 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 | .............a.single.value.is.r |
| 95240 | 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 | eturned.if.``loc``.and.``scale`` |
| 95260 | 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f | .are.both.scalars..............O |
| 95280 | 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 | therwise,.``np.broadcast(loc,.sc |
| 952a0 | 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a | ale).size``.samples.are.drawn... |
| 952c0 | 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a | ........Returns.........-------. |
| 952e0 | 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a | ........out.:.ndarray.or.scalar. |
| 95300 | 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ............Drawn.samples.from.t |
| 95320 | 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 | he.parameterized.Gumbel.distribu |
| 95340 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 | tion...........See.Also......... |
| 95360 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d | --------.........scipy.stats.gum |
| 95380 | 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c | bel_l.........scipy.stats.gumbel |
| 953a0 | 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72 65 6d | _r.........scipy.stats.genextrem |
| 953c0 | 65 0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 | e.........weibull..........Notes |
| 953e0 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 | .........-----.........The.Gumbe |
| 95400 | 6c 20 28 6f 72 20 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 53 45 | l.(or.Smallest.Extreme.Value.(SE |
| 95420 | 56 29 20 6f 72 20 74 68 65 20 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 | V).or.the.Smallest.Extreme...... |
| 95440 | 20 20 20 56 61 6c 75 65 20 54 79 70 65 20 49 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 | ...Value.Type.I).distribution.is |
| 95460 | 20 6f 6e 65 20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 | .one.of.a.class.of.Generalized.E |
| 95480 | 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 28 47 45 56 29 20 64 69 73 74 72 | xtreme.........Value.(GEV).distr |
| 954a0 | 69 62 75 74 69 6f 6e 73 20 75 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d | ibutions.used.in.modeling.extrem |
| 954c0 | 65 20 76 61 6c 75 65 20 70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 | e.value.problems..........The.Gu |
| 954e0 | 6d 62 65 6c 20 69 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 45 78 | mbel.is.a.special.case.of.the.Ex |
| 95500 | 74 72 65 6d 65 20 56 61 6c 75 65 20 54 79 70 65 20 49 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a | treme.Value.Type.I.distribution. |
| 95520 | 20 20 20 20 20 20 20 20 66 6f 72 20 6d 61 78 69 6d 75 6d 73 20 66 72 6f 6d 20 64 69 73 74 72 69 | ........for.maximums.from.distri |
| 95540 | 62 75 74 69 6f 6e 73 20 77 69 74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d 6c 69 6b 65 22 20 | butions.with."exponential-like". |
| 95560 | 74 61 69 6c 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 | tails...........The.probability. |
| 95580 | 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 | density.for.the.Gumbel.distribut |
| 955a0 | 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d | ion.is.............math::.p(x).= |
| 955c0 | 20 5c 66 72 61 63 7b 65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 20 5c 62 65 74 61 7d 7d 7b 5c 62 | .\frac{e^{-(x.-.\mu)/.\beta}}{\b |
| 955e0 | 65 74 61 7d 20 65 5e 7b 20 2d 65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 0a 20 20 20 20 20 20 20 | eta}.e^{.-e^{-(x.-.\mu)/........ |
| 95600 | 20 20 20 20 20 20 20 20 20 20 20 5c 62 65 74 61 7d 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 | ...........\beta}},..........whe |
| 95620 | 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65 2c 20 61 20 6c 6f | re.:math:`\mu`.is.the.mode,.a.lo |
| 95640 | 63 61 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d | cation.parameter,.and.........:m |
| 95660 | 61 74 68 3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 | ath:`\beta`.is.the.scale.paramet |
| 95680 | 65 72 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6e 61 6d 65 64 20 66 | er...........The.Gumbel.(named.f |
| 956a0 | 6f 72 20 47 65 72 6d 61 6e 20 6d 61 74 68 65 6d 61 74 69 63 69 61 6e 20 45 6d 69 6c 20 4a 75 6c | or.German.mathematician.Emil.Jul |
| 956c0 | 69 75 73 20 47 75 6d 62 65 6c 29 20 77 61 73 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 76 65 72 | ius.Gumbel).was.used.........ver |
| 956e0 | 79 20 65 61 72 6c 79 20 69 6e 20 74 68 65 20 68 79 64 72 6f 6c 6f 67 79 20 6c 69 74 65 72 61 74 | y.early.in.the.hydrology.literat |
| 95700 | 75 72 65 2c 20 66 6f 72 20 6d 6f 64 65 6c 69 6e 67 20 74 68 65 20 6f 63 63 75 72 72 65 6e 63 65 | ure,.for.modeling.the.occurrence |
| 95720 | 20 6f 66 0a 20 20 20 20 20 20 20 20 66 6c 6f 6f 64 20 65 76 65 6e 74 73 2e 20 49 74 20 69 73 20 | .of.........flood.events..It.is. |
| 95740 | 61 6c 73 6f 20 75 73 65 64 20 66 6f 72 20 6d 6f 64 65 6c 69 6e 67 20 6d 61 78 69 6d 75 6d 20 77 | also.used.for.modeling.maximum.w |
| 95760 | 69 6e 64 20 73 70 65 65 64 20 61 6e 64 0a 20 20 20 20 20 20 20 20 72 61 69 6e 66 61 6c 6c 20 72 | ind.speed.and.........rainfall.r |
| 95780 | 61 74 65 73 2e 20 20 49 74 20 69 73 20 61 20 22 66 61 74 2d 74 61 69 6c 65 64 22 20 64 69 73 74 | ates...It.is.a."fat-tailed".dist |
| 957a0 | 72 69 62 75 74 69 6f 6e 20 2d 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 | ribution.-.the.probability.of... |
| 957c0 | 20 20 20 20 20 20 61 6e 20 65 76 65 6e 74 20 69 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74 68 | ......an.event.in.the.tail.of.th |
| 957e0 | 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6c 61 72 67 65 72 20 74 68 61 6e 20 69 66 | e.distribution.is.larger.than.if |
| 95800 | 20 6f 6e 65 20 75 73 65 64 20 61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 2c 20 68 65 | .one.used.a.........Gaussian,.he |
| 95820 | 6e 63 65 20 74 68 65 20 73 75 72 70 72 69 73 69 6e 67 6c 79 20 66 72 65 71 75 65 6e 74 20 6f 63 | nce.the.surprisingly.frequent.oc |
| 95840 | 63 75 72 72 65 6e 63 65 20 6f 66 20 31 30 30 2d 79 65 61 72 0a 20 20 20 20 20 20 20 20 66 6c 6f | currence.of.100-year.........flo |
| 95860 | 6f 64 73 2e 20 46 6c 6f 6f 64 73 20 77 65 72 65 20 69 6e 69 74 69 61 6c 6c 79 20 6d 6f 64 65 6c | ods..Floods.were.initially.model |
| 95880 | 65 64 20 61 73 20 61 20 47 61 75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 2c 20 77 68 69 63 68 0a | ed.as.a.Gaussian.process,.which. |
| 958a0 | 20 20 20 20 20 20 20 20 75 6e 64 65 72 65 73 74 69 6d 61 74 65 64 20 74 68 65 20 66 72 65 71 75 | ........underestimated.the.frequ |
| 958c0 | 65 6e 63 79 20 6f 66 20 65 78 74 72 65 6d 65 20 65 76 65 6e 74 73 2e 0a 0a 20 20 20 20 20 20 20 | ency.of.extreme.events.......... |
| 958e0 | 20 49 74 20 69 73 20 6f 6e 65 20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 65 78 74 72 65 6d 65 | .It.is.one.of.a.class.of.extreme |
| 95900 | 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 74 68 65 20 47 65 6e 65 72 61 | .value.distributions,.the.Genera |
| 95920 | 6c 69 7a 65 64 0a 20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 47 45 56 | lized.........Extreme.Value.(GEV |
| 95940 | 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20 77 68 69 63 68 20 61 6c 73 6f 20 69 6e 63 6c | ).distributions,.which.also.incl |
| 95960 | 75 64 65 73 20 74 68 65 20 57 65 69 62 75 6c 6c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 46 72 65 | udes.the.Weibull.and.........Fre |
| 95980 | 63 68 65 74 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 | chet...........The.function.has. |
| 959a0 | 61 20 6d 65 61 6e 20 6f 66 20 3a 6d 61 74 68 3a 60 5c 6d 75 20 2b 20 30 2e 35 37 37 32 31 5c 62 | a.mean.of.:math:`\mu.+.0.57721\b |
| 959c0 | 65 74 61 60 20 61 6e 64 20 61 20 76 61 72 69 61 6e 63 65 0a 20 20 20 20 20 20 20 20 6f 66 20 3a | eta`.and.a.variance.........of.: |
| 959e0 | 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 70 69 5e 32 7d 7b 36 7d 5c 62 65 74 61 5e 32 60 2e 0a 0a | math:`\frac{\pi^2}{6}\beta^2`... |
| 95a00 | 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d | ........References.........----- |
| 95a20 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 75 6d 62 65 6c 2c 20 45 2e 20 | -----............[1].Gumbel,.E.. |
| 95a40 | 4a 2e 2c 20 22 53 74 61 74 69 73 74 69 63 73 20 6f 66 20 45 78 74 72 65 6d 65 73 2c 22 0a 20 20 | J.,."Statistics.of.Extremes,"... |
| 95a60 | 20 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 59 6f 72 6b 3a 20 43 6f 6c 75 6d 62 69 61 20 | .............New.York:.Columbia. |
| 95a80 | 55 6e 69 76 65 72 73 69 74 79 20 50 72 65 73 73 2c 20 31 39 35 38 2e 0a 20 20 20 20 20 20 20 20 | University.Press,.1958.......... |
| 95aa0 | 2e 2e 20 5b 32 5d 20 52 65 69 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 | ...[2].Reiss,.R.-D..and.Thomas,. |
| 95ac0 | 4d 2e 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 | M.,."Statistical.Analysis.of.Ext |
| 95ae0 | 72 65 6d 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 20 66 72 6f 6d 20 | reme................Values.from. |
| 95b00 | 49 6e 73 75 72 61 6e 63 65 2c 20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c 6f 67 79 20 61 6e | Insurance,.Finance,.Hydrology.an |
| 95b20 | 64 20 4f 74 68 65 72 20 46 69 65 6c 64 73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | d.Other.Fields,"................ |
| 95b40 | 42 61 73 65 6c 3a 20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 32 30 30 31 2e 0a | Basel:.Birkhauser.Verlag,.2001.. |
| 95b60 | 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d | .........Examples.........------ |
| 95b80 | 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 | --.........Draw.samples.from.the |
| 95ba0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 6e 67 20 | .distribution:..........>>>.rng. |
| 95bc0 | 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 0a 20 20 20 20 20 20 | =.np.random.default_rng()....... |
| 95be0 | 20 20 3e 3e 3e 20 6d 75 2c 20 62 65 74 61 20 3d 20 30 2c 20 30 2e 31 20 23 20 6c 6f 63 61 74 69 | ..>>>.mu,.beta.=.0,.0.1.#.locati |
| 95c00 | 6f 6e 20 61 6e 64 20 73 63 61 6c 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 72 6e 67 | on.and.scale.........>>>.s.=.rng |
| 95c20 | 2e 67 75 6d 62 65 6c 28 6d 75 2c 20 62 65 74 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 | .gumbel(mu,.beta,.1000)......... |
| 95c40 | 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 | .Display.the.histogram.of.the.sa |
| 95c60 | 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 | mples,.along.with.........the.pr |
| 95c80 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 | obability.density.function:..... |
| 95ca0 | 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f | .....>>>.import.matplotlib.pyplo |
| 95cc0 | 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 | t.as.plt.........>>>.count,.bins |
| 95ce0 | 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 | ,.ignored.=.plt.hist(s,.30,.dens |
| 95d00 | 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 | ity=True).........>>>.plt.plot(b |
| 95d20 | 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20 6d 75 | ins,.(1/beta)*np.exp(-(bins.-.mu |
| 95d40 | 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e | )/beta)......................*.n |
| 95d60 | 70 2e 65 78 70 28 20 2d 6e 70 2e 65 78 70 28 20 2d 28 62 69 6e 73 20 2d 20 6d 75 29 20 2f 62 65 | p.exp(.-np.exp(.-(bins.-.mu)./be |
| 95d80 | 74 61 29 20 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 | ta).),......................line |
| 95da0 | 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | width=2,.color='r').........>>>. |
| 95dc0 | 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 53 68 6f 77 20 68 6f 77 20 61 6e 20 | plt.show()..........Show.how.an. |
| 95de0 | 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 61 | extreme.value.distribution.can.a |
| 95e00 | 72 69 73 65 20 66 72 6f 6d 20 61 20 47 61 75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 0a 20 20 20 | rise.from.a.Gaussian.process.... |
| 95e20 | 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 72 65 20 74 6f 20 61 20 47 61 75 73 73 69 61 6e 3a 0a | .....and.compare.to.a.Gaussian:. |
| 95e40 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 6e 73 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 | .........>>>.means.=.[]......... |
| 95e60 | 3e 3e 3e 20 6d 61 78 69 6d 61 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 | >>>.maxima.=.[].........>>>.for. |
| 95e80 | 69 20 69 6e 20 72 61 6e 67 65 28 30 2c 31 30 30 30 29 20 3a 0a 20 20 20 20 20 20 20 20 2e 2e 2e | i.in.range(0,1000).:............ |
| 95ea0 | 20 20 20 20 61 20 3d 20 72 6e 67 2e 6e 6f 72 6d 61 6c 28 6d 75 2c 20 62 65 74 61 2c 20 31 30 30 | ....a.=.rng.normal(mu,.beta,.100 |
| 95ec0 | 30 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 6d 65 61 6e 73 2e 61 70 70 65 6e 64 28 61 | 0)................means.append(a |
| 95ee0 | 2e 6d 65 61 6e 28 29 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 6d 61 78 69 6d 61 2e 61 | .mean())................maxima.a |
| 95f00 | 70 70 65 6e 64 28 61 2e 6d 61 78 28 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 | ppend(a.max()).........>>>.count |
| 95f20 | 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 6d 61 78 69 6d | ,.bins,.ignored.=.plt.hist(maxim |
| 95f40 | 61 2c 20 33 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | a,.30,.density=True).........>>> |
| 95f60 | 20 62 65 74 61 20 3d 20 6e 70 2e 73 74 64 28 6d 61 78 69 6d 61 29 20 2a 20 6e 70 2e 73 71 72 74 | .beta.=.np.std(maxima).*.np.sqrt |
| 95f80 | 28 36 29 20 2f 20 6e 70 2e 70 69 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20 3d 20 6e 70 2e | (6)./.np.pi.........>>>.mu.=.np. |
| 95fa0 | 6d 65 61 6e 28 6d 61 78 69 6d 61 29 20 2d 20 30 2e 35 37 37 32 31 2a 62 65 74 61 0a 20 20 20 20 | mean(maxima).-.0.57721*beta..... |
| 95fc0 | 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a | ....>>>.plt.plot(bins,.(1/beta)* |
| 95fe0 | 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 | np.exp(-(bins.-.mu)/beta)....... |
| 96000 | 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28 2d 6e 70 2e 65 78 70 28 | ...............*.np.exp(-np.exp( |
| 96020 | 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e | -(bins.-.mu)/beta)),............ |
| 96040 | 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 | ..........linewidth=2,.color='r' |
| 96060 | 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 31 2f 28 | ).........>>>.plt.plot(bins,.1/( |
| 96080 | 62 65 74 61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69 29 29 0a 20 20 20 20 20 | beta.*.np.sqrt(2.*.np.pi))...... |
| 960a0 | 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 | ................*.np.exp(-(bins. |
| 960c0 | 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a 20 62 65 74 61 2a 2a 32 29 29 2c 0a 20 20 20 20 20 | -.mu)**2./.(2.*.beta**2)),...... |
| 960e0 | 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c | ................linewidth=2,.col |
| 96100 | 6f 72 3d 27 67 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a | or='g').........>>>.plt.show().. |
| 96120 | 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 40 cc 07 80 01 00 00 00 d0 c2 01 80 01 00 00 00 | ................@............... |
| 96140 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 50 cc 07 80 01 00 00 00 f0 bf 01 80 01 00 00 00 | ................P............... |
| 96160 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 04 c5 07 80 01 00 00 00 d0 bb 01 80 01 00 00 00 | ................................ |
| 96180 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 60 cc 07 80 01 00 00 00 70 b6 01 80 01 00 00 00 | ................`.......p....... |
| 961a0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 70 cc 07 80 01 00 00 00 40 b3 01 80 01 00 00 00 | ................p.......@....... |
| 961c0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 88 cc 07 80 01 00 00 00 40 b2 01 80 01 00 00 00 | ........................@....... |
| 961e0 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 96200 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 63 68 69 73 71 75 61 | .........................chisqua |
| 96220 | 72 65 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 | re(df,.size=None)..........Draw. |
| 96240 | 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69 | samples.from.a.chi-square.distri |
| 96260 | 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 64 66 60 20 69 6e 64 65 70 | bution...........When.`df`.indep |
| 96280 | 65 6e 64 65 6e 74 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 73 2c 20 65 61 63 68 20 77 69 | endent.random.variables,.each.wi |
| 962a0 | 74 68 20 73 74 61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 | th.standard.normal.........distr |
| 962c0 | 69 62 75 74 69 6f 6e 73 20 28 6d 65 61 6e 20 30 2c 20 76 61 72 69 61 6e 63 65 20 31 29 2c 20 61 | ibutions.(mean.0,.variance.1),.a |
| 962e0 | 72 65 20 73 71 75 61 72 65 64 20 61 6e 64 20 73 75 6d 6d 65 64 2c 20 74 68 65 0a 20 20 20 20 20 | re.squared.and.summed,.the...... |
| 96300 | 20 20 20 72 65 73 75 6c 74 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 63 68 69 | ...resulting.distribution.is.chi |
| 96320 | 2d 73 71 75 61 72 65 20 28 73 65 65 20 4e 6f 74 65 73 29 2e 20 20 54 68 69 73 20 64 69 73 74 72 | -square.(see.Notes)...This.distr |
| 96340 | 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e | ibution.........is.often.used.in |
| 96360 | 20 68 79 70 6f 74 68 65 73 69 73 20 74 65 73 74 69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 | .hypothesis.testing...........Pa |
| 96380 | 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 | rameters.........----------..... |
| 963a0 | 20 20 20 20 64 66 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 | ....df.:.float.or.array_like.of. |
| 963c0 | 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 64 65 | floats..............Number.of.de |
| 963e0 | 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 | grees.of.freedom,.must.be.>.0... |
| 96400 | 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e | .......size.:.int.or.tuple.of.in |
| 96420 | 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 | ts,.optional.............Output. |
| 96440 | 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 | shape...If.the.given.shape.is,.e |
| 96460 | 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 | .g.,.``(m,.n,.k)``,.then........ |
| 96480 | 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 | .....``m.*.n.*.k``.samples.are.d |
| 964a0 | 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 | rawn...If.size.is.``None``.(defa |
| 964c0 | 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 | ult),.............a.single.value |
| 964e0 | 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 60 60 20 69 73 20 61 20 73 63 61 6c | .is.returned.if.``df``.is.a.scal |
| 96500 | 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 | ar...Otherwise,.............``np |
| 96520 | 2e 61 72 72 61 79 28 64 66 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 | .array(df).size``.samples.are.dr |
| 96540 | 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d | awn...........Returns.........-- |
| 96560 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 | -----.........out.:.ndarray.or.s |
| 96580 | 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 | calar.............Drawn.samples. |
| 965a0 | 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 63 68 69 2d 73 71 75 61 72 | from.the.parameterized.chi-squar |
| 965c0 | 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a | e.distribution...........Raises. |
| 965e0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f | ........------.........ValueErro |
| 96600 | 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 64 66 60 20 3c 3d 20 30 20 6f 72 20 | r.............When.`df`.<=.0.or. |
| 96620 | 77 68 65 6e 20 61 6e 20 69 6e 61 70 70 72 6f 70 72 69 61 74 65 20 60 73 69 7a 65 60 20 28 65 2e | when.an.inappropriate.`size`.(e. |
| 96640 | 67 2e 20 60 60 73 69 7a 65 3d 2d 31 60 60 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 73 20 67 | g..``size=-1``).............is.g |
| 96660 | 69 76 65 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | iven...........Notes.........--- |
| 96680 | 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 61 72 69 61 62 6c 65 20 6f 62 74 61 69 6e 65 64 | --.........The.variable.obtained |
| 966a0 | 20 62 79 20 73 75 6d 6d 69 6e 67 20 74 68 65 20 73 71 75 61 72 65 73 20 6f 66 20 60 64 66 60 20 | .by.summing.the.squares.of.`df`. |
| 966c0 | 69 6e 64 65 70 65 6e 64 65 6e 74 2c 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 20 6e 6f | independent,.........standard.no |
| 966e0 | 72 6d 61 6c 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 | rmally.distributed.random.variab |
| 96700 | 6c 65 73 3a 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 51 20 3d 20 5c 73 75 6d | les:.............math::.Q.=.\sum |
| 96720 | 5f 7b 69 3d 30 7d 5e 7b 5c 6d 61 74 68 74 74 7b 64 66 7d 7d 20 58 5e 32 5f 69 0a 0a 20 20 20 20 | _{i=0}^{\mathtt{df}}.X^2_i...... |
| 96740 | 20 20 20 20 69 73 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 65 64 2c 20 64 | ....is.chi-square.distributed,.d |
| 96760 | 65 6e 6f 74 65 64 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 51 20 5c 73 69 6d | enoted.............math::.Q.\sim |
| 96780 | 20 5c 63 68 69 5e 32 5f 6b 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c | .\chi^2_k...........The.probabil |
| 967a0 | 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 63 68 69 2d | ity.density.function.of.the.chi- |
| 967c0 | 73 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 | squared.distribution.is......... |
| 967e0 | 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 28 31 2f 32 29 5e 7b 6b | ....math::.p(x).=.\frac{(1/2)^{k |
| 96800 | 2f 32 7d 7d 7b 5c 47 61 6d 6d 61 28 6b 2f 32 29 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | /2}}{\Gamma(k/2)}............... |
| 96820 | 20 20 20 20 20 20 20 20 20 20 20 78 5e 7b 6b 2f 32 20 2d 20 31 7d 20 65 5e 7b 2d 78 2f 32 7d 2c | ...........x^{k/2.-.1}.e^{-x/2}, |
| 96840 | 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 | ..........where.:math:`\Gamma`.i |
| 96860 | 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2c 0a 0a 20 20 20 20 20 20 20 20 2e | s.the.gamma.function,........... |
| 96880 | 2e 20 6d 61 74 68 3a 3a 20 5c 47 61 6d 6d 61 28 78 29 20 3d 20 5c 69 6e 74 5f 30 5e 7b 2d 5c 69 | ..math::.\Gamma(x).=.\int_0^{-\i |
| 968a0 | 6e 66 74 79 7d 20 74 5e 7b 78 20 2d 20 31 7d 20 65 5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 | nfty}.t^{x.-.1}.e^{-t}.dt....... |
| 968c0 | 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d | ....References.........--------- |
| 968e0 | 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 | -............[1].NIST."Engineeri |
| 96900 | 6e 67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e 64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 | ng.Statistics.Handbook"......... |
| 96920 | 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f | .......https://www.itl.nist.gov/ |
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| 96960 | 33 36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 | 3666.htm..........Examples...... |
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| 96aa0 | 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 | ion.with.specified.parameters,.. |
| 96ac0 | 20 20 20 20 20 20 20 60 64 66 6e 75 6d 60 20 28 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 | .......`dfnum`.(degrees.of.freed |
| 96ae0 | 6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 20 61 6e 64 20 60 64 66 64 65 6e 60 20 28 64 65 | om.in.numerator).and.`dfden`.(de |
| 96b00 | 67 72 65 65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 66 72 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f | grees.of.........freedom.in.deno |
| 96b20 | 6d 69 6e 61 74 6f 72 29 2c 20 77 68 65 72 65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 73 20 | minator),.where.both.parameters. |
| 96b40 | 6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20 74 68 61 6e 0a 20 20 20 20 20 20 20 20 7a 65 72 | must.be.greater.than.........zer |
| 96b60 | 6f 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 6f | o...........The.random.variate.o |
| 96b80 | 66 20 74 68 65 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e | f.the.F.distribution.(also.known |
| 96ba0 | 20 61 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 46 69 73 68 65 72 20 64 69 73 74 72 69 62 75 74 | .as.the.........Fisher.distribut |
| 96bc0 | 69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69 74 79 | ion).is.a.continuous.probability |
| 96be0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 74 68 61 74 20 61 72 69 73 65 | .distribution.........that.arise |
| 96c00 | 73 20 69 6e 20 41 4e 4f 56 41 20 74 65 73 74 73 2c 20 61 6e 64 20 69 73 20 74 68 65 20 72 61 74 | s.in.ANOVA.tests,.and.is.the.rat |
| 96c20 | 69 6f 20 6f 66 20 74 77 6f 20 63 68 69 2d 73 71 75 61 72 65 0a 20 20 20 20 20 20 20 20 76 61 72 | io.of.two.chi-square.........var |
| 96c40 | 69 61 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | iates...........Parameters...... |
| 96c60 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 6e 75 6d 20 3a 20 66 6c | ...----------.........dfnum.:.fl |
| 96c80 | 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 | oat.or.array_like.of.floats..... |
| 96ca0 | 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 | ........Degrees.of.freedom.in.nu |
| 96cc0 | 6d 65 72 61 74 6f 72 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 64 66 | merator,.must.be.>.0..........df |
| 96ce0 | 64 65 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f | den.:.float.or.array_like.of.flo |
| 96d00 | 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f | at.............Degrees.of.freedo |
| 96d20 | 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 | m.in.denominator,.must.be.>.0... |
| 96d40 | 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e | .......size.:.int.or.tuple.of.in |
| 96d60 | 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 | ts,.optional.............Output. |
| 96d80 | 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 | shape...If.the.given.shape.is,.e |
| 96da0 | 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 | .g.,.``(m,.n,.k)``,.then........ |
| 96dc0 | 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 | .....``m.*.n.*.k``.samples.are.d |
| 96de0 | 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 | rawn...If.size.is.``None``.(defa |
| 96e00 | 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 | ult),.............a.single.value |
| 96e20 | 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64 66 6e 75 6d 60 60 20 61 6e 64 20 60 60 | .is.returned.if.``dfnum``.and.`` |
| 96e40 | 64 66 64 65 6e 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 | dfden``.are.both.scalars........ |
| 96e60 | 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 | ......Otherwise,.``np.broadcast( |
| 96e80 | 64 66 6e 75 6d 2c 20 64 66 64 65 6e 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 | dfnum,.dfden).size``.samples.are |
| 96ea0 | 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 | .drawn...........Returns........ |
| 96ec0 | 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f | .-------.........out.:.ndarray.o |
| 96ee0 | 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c | r.scalar.............Drawn.sampl |
| 96f00 | 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 46 69 73 68 65 72 | es.from.the.parameterized.Fisher |
| 96f20 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f | .distribution...........See.Also |
| 96f40 | 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e | .........--------.........scipy. |
| 96f60 | 73 74 61 74 73 2e 66 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 | stats.f.:.probability.density.fu |
| 96f80 | 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 | nction,.distribution.or......... |
| 96fa0 | 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c | ....cumulative.density.function, |
| 96fc0 | 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d | .etc...........Notes.........--- |
| 96fe0 | 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 69 73 20 75 73 | --.........The.F.statistic.is.us |
| 97000 | 65 64 20 74 6f 20 63 6f 6d 70 61 72 65 20 69 6e 2d 67 72 6f 75 70 20 76 61 72 69 61 6e 63 65 73 | ed.to.compare.in-group.variances |
| 97020 | 20 74 6f 20 62 65 74 77 65 65 6e 2d 67 72 6f 75 70 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 6e | .to.between-group.........varian |
| 97040 | 63 65 73 2e 20 43 61 6c 63 75 6c 61 74 69 6e 67 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f | ces..Calculating.the.distributio |
| 97060 | 6e 20 64 65 70 65 6e 64 73 20 6f 6e 20 74 68 65 20 73 61 6d 70 6c 69 6e 67 2c 20 61 6e 64 0a 20 | n.depends.on.the.sampling,.and.. |
| 97080 | 20 20 20 20 20 20 20 73 6f 20 69 74 20 69 73 20 61 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 | .......so.it.is.a.function.of.th |
| 970a0 | 65 20 72 65 73 70 65 63 74 69 76 65 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 | e.respective.degrees.of.freedom. |
| 970c0 | 69 6e 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c 65 6d 2e 20 20 54 68 65 20 76 61 72 | in.the.........problem...The.var |
| 970e0 | 69 61 62 6c 65 20 60 64 66 6e 75 6d 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 | iable.`dfnum`.is.the.number.of.s |
| 97100 | 61 6d 70 6c 65 73 20 6d 69 6e 75 73 20 6f 6e 65 2c 20 74 68 65 0a 20 20 20 20 20 20 20 20 62 65 | amples.minus.one,.the.........be |
| 97120 | 74 77 65 65 6e 2d 67 72 6f 75 70 73 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c | tween-groups.degrees.of.freedom, |
| 97140 | 20 77 68 69 6c 65 20 60 64 66 64 65 6e 60 20 69 73 20 74 68 65 20 77 69 74 68 69 6e 2d 67 72 6f | .while.`dfden`.is.the.within-gro |
| 97160 | 75 70 73 0a 20 20 20 20 20 20 20 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 | ups.........degrees.of.freedom,. |
| 97180 | 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c 65 73 | the.sum.of.the.number.of.samples |
| 971a0 | 20 69 6e 20 65 61 63 68 20 67 72 6f 75 70 0a 20 20 20 20 20 20 20 20 6d 69 6e 75 73 20 74 68 65 | .in.each.group.........minus.the |
| 971c0 | 20 6e 75 6d 62 65 72 20 6f 66 20 67 72 6f 75 70 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 | .number.of.groups...........Refe |
| 971e0 | 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 | rences.........----------....... |
| 97200 | 20 20 2e 2e 20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 6e 74 6f 6e 20 41 2e 20 22 50 72 69 | .....[1].Glantz,.Stanton.A.."Pri |
| 97220 | 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 2e 22 2c 20 4d 63 47 72 61 77 2d 48 | mer.of.Biostatistics.",.McGraw-H |
| 97240 | 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 69 66 74 68 20 45 64 69 74 69 6f | ill,................Fifth.Editio |
| 97260 | 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 | n,.2002.............[2].Wikipedi |
| 97280 | 61 2c 20 22 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 | a,."F-distribution",............ |
| 972a0 | 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b | ....https://en.wikipedia.org/wik |
| 972c0 | 69 2f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c | i/F-distribution..........Exampl |
| 972e0 | 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 41 6e 20 65 | es.........--------.........An.e |
| 97300 | 78 61 6d 70 6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31 5d 2c 20 70 70 20 34 37 2d 34 30 3a | xample.from.Glantz[1],.pp.47-40: |
| 97320 | 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 20 67 72 6f 75 70 73 2c 20 63 68 69 6c 64 72 65 6e 20 6f | ..........Two.groups,.children.o |
| 97340 | 66 20 64 69 61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70 6c 65 29 20 61 6e 64 20 63 68 69 6c | f.diabetics.(25.people).and.chil |
| 97360 | 64 72 65 6e 20 66 72 6f 6d 20 70 65 6f 70 6c 65 0a 20 20 20 20 20 20 20 20 77 69 74 68 6f 75 74 | dren.from.people.........without |
| 97380 | 20 64 69 61 62 65 74 65 73 20 28 32 35 20 63 6f 6e 74 72 6f 6c 73 29 2e 20 46 61 73 74 69 6e 67 | .diabetes.(25.controls)..Fasting |
| 973a0 | 20 62 6c 6f 6f 64 20 67 6c 75 63 6f 73 65 20 77 61 73 20 6d 65 61 73 75 72 65 64 2c 0a 20 20 20 | .blood.glucose.was.measured,.... |
| 973c0 | 20 20 20 20 20 63 61 73 65 20 67 72 6f 75 70 20 68 61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 | .....case.group.had.a.mean.value |
| 973e0 | 20 6f 66 20 38 36 2e 31 2c 20 63 6f 6e 74 72 6f 6c 73 20 68 61 64 20 61 20 6d 65 61 6e 20 76 61 | .of.86.1,.controls.had.a.mean.va |
| 97400 | 6c 75 65 20 6f 66 0a 20 20 20 20 20 20 20 20 38 32 2e 32 2e 20 53 74 61 6e 64 61 72 64 20 64 65 | lue.of.........82.2..Standard.de |
| 97420 | 76 69 61 74 69 6f 6e 73 20 77 65 72 65 20 32 2e 30 39 20 61 6e 64 20 32 2e 34 39 20 72 65 73 70 | viations.were.2.09.and.2.49.resp |
| 97440 | 65 63 74 69 76 65 6c 79 2e 20 41 72 65 20 74 68 65 73 65 0a 20 20 20 20 20 20 20 20 64 61 74 61 | ectively..Are.these.........data |
| 97460 | 20 63 6f 6e 73 69 73 74 65 6e 74 20 77 69 74 68 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 | .consistent.with.the.null.hypoth |
| 97480 | 65 73 69 73 20 74 68 61 74 20 74 68 65 20 70 61 72 65 6e 74 73 20 64 69 61 62 65 74 69 63 0a 20 | esis.that.the.parents.diabetic.. |
| 974a0 | 20 20 20 20 20 20 20 73 74 61 74 75 73 20 64 6f 65 73 20 6e 6f 74 20 61 66 66 65 63 74 20 74 68 | .......status.does.not.affect.th |
| 974c0 | 65 69 72 20 63 68 69 6c 64 72 65 6e 27 73 20 62 6c 6f 6f 64 20 67 6c 75 63 6f 73 65 20 6c 65 76 | eir.children's.blood.glucose.lev |
| 974e0 | 65 6c 73 3f 0a 20 20 20 20 20 20 20 20 43 61 6c 63 75 6c 61 74 69 6e 67 20 74 68 65 20 46 20 73 | els?.........Calculating.the.F.s |
| 97500 | 74 61 74 69 73 74 69 63 20 66 72 6f 6d 20 74 68 65 20 64 61 74 61 20 67 69 76 65 73 20 61 20 76 | tatistic.from.the.data.gives.a.v |
| 97520 | 61 6c 75 65 20 6f 66 20 33 36 2e 30 31 2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d | alue.of.36.01...........Draw.sam |
| 97540 | 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 | ples.from.the.distribution:..... |
| 97560 | 20 20 20 20 20 3e 3e 3e 20 64 66 6e 75 6d 20 3d 20 31 2e 20 23 20 62 65 74 77 65 65 6e 20 67 72 | .....>>>.dfnum.=.1..#.between.gr |
| 97580 | 6f 75 70 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e | oup.degrees.of.freedom.........> |
| 975a0 | 3e 3e 20 64 66 64 65 6e 20 3d 20 34 38 2e 20 23 20 77 69 74 68 69 6e 20 67 72 6f 75 70 73 20 64 | >>.dfden.=.48..#.within.groups.d |
| 975c0 | 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 | egrees.of.freedom.........>>>.s. |
| 975e0 | 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 66 28 64 66 6e 75 | =.np.random.default_rng().f(dfnu |
| 97600 | 6d 2c 20 64 66 64 65 6e 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 77 | m,.dfden,.1000)..........The.low |
| 97620 | 65 72 20 62 6f 75 6e 64 20 66 6f 72 20 74 68 65 20 74 6f 70 20 31 25 20 6f 66 20 74 68 65 20 73 | er.bound.for.the.top.1%.of.the.s |
| 97640 | 61 6d 70 6c 65 73 20 69 73 20 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 73 6f 72 74 | amples.is.:..........>>>.np.sort |
| 97660 | 28 73 29 5b 2d 31 30 5d 0a 20 20 20 20 20 20 20 20 37 2e 36 31 39 38 38 31 32 30 39 38 35 20 23 | (s)[-10].........7.61988120985.# |
| 97680 | 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53 6f 20 74 68 65 72 65 20 69 73 20 61 62 6f | .random..........So.there.is.abo |
| 976a0 | 75 74 20 61 20 31 25 20 63 68 61 6e 63 65 20 74 68 61 74 20 74 68 65 20 46 20 73 74 61 74 69 73 | ut.a.1%.chance.that.the.F.statis |
| 976c0 | 74 69 63 20 77 69 6c 6c 20 65 78 63 65 65 64 20 37 2e 36 32 2c 0a 20 20 20 20 20 20 20 20 74 68 | tic.will.exceed.7.62,.........th |
| 976e0 | 65 20 6d 65 61 73 75 72 65 64 20 76 61 6c 75 65 20 69 73 20 33 36 2c 20 73 6f 20 74 68 65 20 6e | e.measured.value.is.36,.so.the.n |
| 97700 | 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20 72 65 6a 65 63 74 65 64 20 61 74 20 74 68 | ull.hypothesis.is.rejected.at.th |
| 97720 | 65 20 31 25 0a 20 20 20 20 20 20 20 20 6c 65 76 65 6c 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 | e.1%.........level.............. |
| 97740 | 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 | .........multivariate_hypergeome |
| 97760 | 74 72 69 63 28 63 6f 6c 6f 72 73 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c | tric(colors,.nsample,.size=None, |
| 97780 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ................................ |
| 977a0 | 20 20 20 20 20 6d 65 74 68 6f 64 3d 27 6d 61 72 67 69 6e 61 6c 73 27 29 0a 0a 20 20 20 20 20 20 | .....method='marginals')........ |
| 977c0 | 20 20 47 65 6e 65 72 61 74 65 20 76 61 72 69 61 74 65 73 20 66 72 6f 6d 20 61 20 6d 75 6c 74 69 | ..Generate.variates.from.a.multi |
| 977e0 | 76 61 72 69 61 74 65 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 | variate.hypergeometric.distribut |
| 97800 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 75 6c 74 69 76 61 72 69 61 74 65 20 68 | ion...........The.multivariate.h |
| 97820 | 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20 | ypergeometric.distribution.is.a. |
| 97840 | 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 66 20 74 68 65 20 68 79 | generalization.........of.the.hy |
| 97860 | 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 | pergeometric.distribution....... |
| 97880 | 20 20 20 20 43 68 6f 6f 73 65 20 60 60 6e 73 61 6d 70 6c 65 60 60 20 69 74 65 6d 73 20 61 74 20 | ....Choose.``nsample``.items.at. |
| 978a0 | 72 61 6e 64 6f 6d 20 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 20 66 72 6f 6d 20 | random.without.replacement.from. |
| 978c0 | 61 0a 20 20 20 20 20 20 20 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 77 69 74 68 20 60 60 4e 60 60 20 | a.........collection.with.``N``. |
| 978e0 | 64 69 73 74 69 6e 63 74 20 74 79 70 65 73 2e 20 20 60 60 4e 60 60 20 69 73 20 74 68 65 20 6c 65 | distinct.types...``N``.is.the.le |
| 97900 | 6e 67 74 68 20 6f 66 0a 20 20 20 20 20 20 20 20 60 60 63 6f 6c 6f 72 73 60 60 2c 20 61 6e 64 20 | ngth.of.........``colors``,.and. |
| 97920 | 74 68 65 20 76 61 6c 75 65 73 20 69 6e 20 60 60 63 6f 6c 6f 72 73 60 60 20 61 72 65 20 74 68 65 | the.values.in.``colors``.are.the |
| 97940 | 20 6e 75 6d 62 65 72 20 6f 66 20 6f 63 63 75 72 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 6f | .number.of.occurrences.........o |
| 97960 | 66 20 74 68 61 74 20 74 79 70 65 20 69 6e 20 74 68 65 20 63 6f 6c 6c 65 63 74 69 6f 6e 2e 20 20 | f.that.type.in.the.collection... |
| 97980 | 54 68 65 20 74 6f 74 61 6c 20 6e 75 6d 62 65 72 20 6f 66 20 69 74 65 6d 73 20 69 6e 20 74 68 65 | The.total.number.of.items.in.the |
| 979a0 | 0a 20 20 20 20 20 20 20 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 69 73 20 60 60 73 75 6d 28 63 6f 6c | .........collection.is.``sum(col |
| 979c0 | 6f 72 73 29 60 60 2e 20 20 45 61 63 68 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 67 65 6e | ors)``...Each.random.variate.gen |
| 979e0 | 65 72 61 74 65 64 20 62 79 20 74 68 69 73 0a 20 20 20 20 20 20 20 20 66 75 6e 63 74 69 6f 6e 20 | erated.by.this.........function. |
| 97a00 | 69 73 20 61 20 76 65 63 74 6f 72 20 6f 66 20 6c 65 6e 67 74 68 20 60 60 4e 60 60 20 68 6f 6c 64 | is.a.vector.of.length.``N``.hold |
| 97a20 | 69 6e 67 20 74 68 65 20 63 6f 75 6e 74 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 64 69 | ing.the.counts.of.the.........di |
| 97a40 | 66 66 65 72 65 6e 74 20 74 79 70 65 73 20 74 68 61 74 20 6f 63 63 75 72 72 65 64 20 69 6e 20 74 | fferent.types.that.occurred.in.t |
| 97a60 | 68 65 20 60 60 6e 73 61 6d 70 6c 65 60 60 20 69 74 65 6d 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 | he.``nsample``.items...........T |
| 97a80 | 68 65 20 6e 61 6d 65 20 60 60 63 6f 6c 6f 72 73 60 60 20 63 6f 6d 65 73 20 66 72 6f 6d 20 61 20 | he.name.``colors``.comes.from.a. |
| 97aa0 | 63 6f 6d 6d 6f 6e 20 64 65 73 63 72 69 70 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 | common.description.of.the....... |
| 97ac0 | 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 20 69 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 | ..distribution:.it.is.the.probab |
| 97ae0 | 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 | ility.distribution.of.the.number |
| 97b00 | 20 6f 66 0a 20 20 20 20 20 20 20 20 6d 61 72 62 6c 65 73 20 6f 66 20 65 61 63 68 20 63 6f 6c 6f | .of.........marbles.of.each.colo |
| 97b20 | 72 20 73 65 6c 65 63 74 65 64 20 77 69 74 68 6f 75 74 20 72 65 70 6c 61 63 65 6d 65 6e 74 20 66 | r.selected.without.replacement.f |
| 97b40 | 72 6f 6d 20 61 6e 20 75 72 6e 0a 20 20 20 20 20 20 20 20 63 6f 6e 74 61 69 6e 69 6e 67 20 6d 61 | rom.an.urn.........containing.ma |
| 97b60 | 72 62 6c 65 73 20 6f 66 20 64 69 66 66 65 72 65 6e 74 20 63 6f 6c 6f 72 73 3b 20 60 60 63 6f 6c | rbles.of.different.colors;.``col |
| 97b80 | 6f 72 73 5b 69 5d 60 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 0a 20 20 20 20 20 20 20 20 6f | ors[i]``.is.the.number.........o |
| 97ba0 | 66 20 6d 61 72 62 6c 65 73 20 69 6e 20 74 68 65 20 75 72 6e 20 77 69 74 68 20 63 6f 6c 6f 72 20 | f.marbles.in.the.urn.with.color. |
| 97bc0 | 60 60 69 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 | ``i``...........Parameters...... |
| 97be0 | 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 63 6f 6c 6f 72 73 20 3a 20 73 | ...----------.........colors.:.s |
| 97c00 | 65 71 75 65 6e 63 65 20 6f 66 20 69 6e 74 65 67 65 72 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 | equence.of.integers............. |
| 97c20 | 54 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 65 61 63 68 20 74 79 70 65 20 6f 66 20 69 74 65 6d 20 | The.number.of.each.type.of.item. |
| 97c40 | 69 6e 20 74 68 65 20 63 6f 6c 6c 65 63 74 69 6f 6e 20 66 72 6f 6d 20 77 68 69 63 68 0a 20 20 20 | in.the.collection.from.which.... |
| 97c60 | 20 20 20 20 20 20 20 20 20 61 20 73 61 6d 70 6c 65 20 69 73 20 64 72 61 77 6e 2e 20 20 54 68 65 | .........a.sample.is.drawn...The |
| 97c80 | 20 76 61 6c 75 65 73 20 69 6e 20 60 60 63 6f 6c 6f 72 73 60 60 20 6d 75 73 74 20 62 65 20 6e 6f | .values.in.``colors``.must.be.no |
| 97ca0 | 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 6f 20 61 76 6f 69 64 20 | nnegative..............To.avoid. |
| 97cc0 | 6c 6f 73 73 20 6f 66 20 70 72 65 63 69 73 69 6f 6e 20 69 6e 20 74 68 65 20 61 6c 67 6f 72 69 74 | loss.of.precision.in.the.algorit |
| 97ce0 | 68 6d 2c 20 60 60 73 75 6d 28 63 6f 6c 6f 72 73 29 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 | hm,.``sum(colors)``............. |
| 97d00 | 6d 75 73 74 20 62 65 20 6c 65 73 73 20 74 68 61 6e 20 60 60 31 30 2a 2a 39 60 60 20 77 68 65 6e | must.be.less.than.``10**9``.when |
| 97d20 | 20 60 6d 65 74 68 6f 64 60 20 69 73 20 22 6d 61 72 67 69 6e 61 6c 73 22 2e 0a 20 20 20 20 20 20 | .`method`.is."marginals"........ |
| 97d40 | 20 20 6e 73 61 6d 70 6c 65 20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 | ..nsample.:.int.............The. |
| 97d60 | 6e 75 6d 62 65 72 20 6f 66 20 69 74 65 6d 73 20 73 65 6c 65 63 74 65 64 2e 20 20 60 60 6e 73 61 | number.of.items.selected...``nsa |
| 97d80 | 6d 70 6c 65 60 60 20 6d 75 73 74 20 6e 6f 74 20 62 65 20 67 72 65 61 74 65 72 0a 20 20 20 20 20 | mple``.must.not.be.greater...... |
| 97da0 | 20 20 20 20 20 20 20 74 68 61 6e 20 60 60 73 75 6d 28 63 6f 6c 6f 72 73 29 60 60 2e 0a 20 20 20 | .......than.``sum(colors)``..... |
| 97dc0 | 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 | .....size.:.int.or.tuple.of.ints |
| 97de0 | 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 6e 75 6d 62 65 | ,.optional.............The.numbe |
| 97e00 | 72 20 6f 66 20 76 61 72 69 61 74 65 73 20 74 6f 20 67 65 6e 65 72 61 74 65 2c 20 65 69 74 68 65 | r.of.variates.to.generate,.eithe |
| 97e20 | 72 20 61 6e 20 69 6e 74 65 67 65 72 20 6f 72 20 61 20 74 75 70 6c 65 0a 20 20 20 20 20 20 20 20 | r.an.integer.or.a.tuple......... |
| 97e40 | 20 20 20 20 68 6f 6c 64 69 6e 67 20 74 68 65 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 61 72 72 | ....holding.the.shape.of.the.arr |
| 97e60 | 61 79 20 6f 66 20 76 61 72 69 61 74 65 73 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 69 | ay.of.variates...If.the.given.si |
| 97e80 | 7a 65 20 69 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 2e 67 2e 2c 20 60 60 28 6b 2c 20 6d | ze.is,.............e.g.,.``(k,.m |
| 97ea0 | 29 60 60 2c 20 74 68 65 6e 20 60 60 6b 20 2a 20 6d 60 60 20 76 61 72 69 61 74 65 73 20 61 72 65 | )``,.then.``k.*.m``.variates.are |
| 97ec0 | 20 64 72 61 77 6e 2c 20 77 68 65 72 65 20 6f 6e 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 | .drawn,.where.one.............va |
| 97ee0 | 72 69 61 74 65 20 69 73 20 61 20 76 65 63 74 6f 72 20 6f 66 20 6c 65 6e 67 74 68 20 60 60 6c 65 | riate.is.a.vector.of.length.``le |
| 97f00 | 6e 28 63 6f 6c 6f 72 73 29 60 60 2c 20 61 6e 64 20 74 68 65 20 72 65 74 75 72 6e 20 76 61 6c 75 | n(colors)``,.and.the.return.valu |
| 97f20 | 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 68 61 73 20 73 68 61 70 65 20 60 60 28 6b 2c 20 6d 2c | e.............has.shape.``(k,.m, |
| 97f40 | 20 6c 65 6e 28 63 6f 6c 6f 72 73 29 29 60 60 2e 20 20 49 66 20 60 73 69 7a 65 60 20 69 73 20 61 | .len(colors))``...If.`size`.is.a |
| 97f60 | 6e 20 69 6e 74 65 67 65 72 2c 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 6f 75 74 70 75 | n.integer,.the.............outpu |
| 97f80 | 74 20 68 61 73 20 73 68 61 70 65 20 60 60 28 73 69 7a 65 2c 20 6c 65 6e 28 63 6f 6c 6f 72 73 29 | t.has.shape.``(size,.len(colors) |
| 97fa0 | 29 60 60 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e 0a 20 20 20 20 20 20 | )``...Default.is.None,.in....... |
| 97fc0 | 20 20 20 20 20 20 77 68 69 63 68 20 63 61 73 65 20 61 20 73 69 6e 67 6c 65 20 76 61 72 69 61 74 | ......which.case.a.single.variat |
| 97fe0 | 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 61 73 20 61 6e 20 61 72 72 61 79 20 77 69 74 68 20 73 | e.is.returned.as.an.array.with.s |
| 98000 | 68 61 70 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 28 6c 65 6e 28 63 6f 6c 6f 72 73 29 2c | hape.............``(len(colors), |
| 98020 | 29 60 60 2e 0a 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 73 74 72 69 6e 67 2c 20 6f 70 | )``..........method.:.string,.op |
| 98040 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 70 65 63 69 66 79 20 74 68 65 20 61 | tional.............Specify.the.a |
| 98060 | 6c 67 6f 72 69 74 68 6d 20 74 68 61 74 20 69 73 20 75 73 65 64 20 74 6f 20 67 65 6e 65 72 61 74 | lgorithm.that.is.used.to.generat |
| 98080 | 65 20 74 68 65 20 76 61 72 69 61 74 65 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 75 73 74 | e.the.variates..............Must |
| 980a0 | 20 62 65 20 27 63 6f 75 6e 74 27 20 6f 72 20 27 6d 61 72 67 69 6e 61 6c 73 27 20 28 74 68 65 20 | .be.'count'.or.'marginals'.(the. |
| 980c0 | 64 65 66 61 75 6c 74 29 2e 20 20 53 65 65 20 74 68 65 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 | default)...See.the.Notes........ |
| 980e0 | 20 20 20 20 20 66 6f 72 20 61 20 64 65 73 63 72 69 70 74 69 6f 6e 20 6f 66 20 74 68 65 20 6d 65 | .....for.a.description.of.the.me |
| 98100 | 74 68 6f 64 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 | thods...........Returns......... |
| 98120 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 73 20 3a 20 6e 64 61 72 72 | -------.........variates.:.ndarr |
| 98140 | 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61 79 20 6f 66 20 76 61 72 69 61 74 65 73 | ay.............Array.of.variates |
| 98160 | 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76 61 72 69 61 74 65 20 68 79 70 | .drawn.from.the.multivariate.hyp |
| 98180 | 65 72 67 65 6f 6d 65 74 72 69 63 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 | ergeometric.............distribu |
| 981a0 | 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 | tion...........See.Also......... |
| 981c0 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 | --------.........hypergeometric. |
| 981e0 | 3a 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 28 75 6e 69 76 61 72 69 | :.Draw.samples.from.the.(univari |
| 98200 | 61 74 65 29 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 0a 20 20 20 20 20 20 20 20 20 20 20 20 | ate).hypergeometric............. |
| 98220 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 | distribution...........Notes.... |
| 98240 | 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 77 6f 20 6d 65 74 68 6f | .....-----.........The.two.metho |
| 98260 | 64 73 20 64 6f 20 6e 6f 74 20 72 65 74 75 72 6e 20 74 68 65 20 73 61 6d 65 20 73 65 71 75 65 6e | ds.do.not.return.the.same.sequen |
| 98280 | 63 65 20 6f 66 20 76 61 72 69 61 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 22 63 6f | ce.of.variates...........The."co |
| 982a0 | 75 6e 74 22 20 61 6c 67 6f 72 69 74 68 6d 20 69 73 20 72 6f 75 67 68 6c 79 20 65 71 75 69 76 61 | unt".algorithm.is.roughly.equiva |
| 982c0 | 6c 65 6e 74 20 74 6f 20 74 68 65 20 66 6f 6c 6c 6f 77 69 6e 67 20 6e 75 6d 70 79 0a 20 20 20 20 | lent.to.the.following.numpy..... |
| 982e0 | 20 20 20 20 63 6f 64 65 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 73 20 | ....code::..............choices. |
| 98300 | 3d 20 6e 70 2e 72 65 70 65 61 74 28 6e 70 2e 61 72 61 6e 67 65 28 6c 65 6e 28 63 6f 6c 6f 72 73 | =.np.repeat(np.arange(len(colors |
| 98320 | 29 29 2c 20 63 6f 6c 6f 72 73 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 65 6c 65 63 74 69 6f | )),.colors).............selectio |
| 98340 | 6e 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68 6f 69 63 65 28 63 68 6f 69 63 65 73 2c 20 6e 73 | n.=.np.random.choice(choices,.ns |
| 98360 | 61 6d 70 6c 65 2c 20 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20 20 20 20 20 | ample,.replace=False)........... |
| 98380 | 20 20 76 61 72 69 61 74 65 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73 65 6c 65 63 74 69 6f | ..variate.=.np.bincount(selectio |
| 983a0 | 6e 2c 20 6d 69 6e 6c 65 6e 67 74 68 3d 6c 65 6e 28 63 6f 6c 6f 72 73 29 29 0a 0a 20 20 20 20 20 | n,.minlength=len(colors))....... |
| 983c0 | 20 20 20 54 68 65 20 22 63 6f 75 6e 74 22 20 61 6c 67 6f 72 69 74 68 6d 20 75 73 65 73 20 61 20 | ...The."count".algorithm.uses.a. |
| 983e0 | 74 65 6d 70 6f 72 61 72 79 20 61 72 72 61 79 20 6f 66 20 69 6e 74 65 67 65 72 73 20 77 69 74 68 | temporary.array.of.integers.with |
| 98400 | 20 6c 65 6e 67 74 68 0a 20 20 20 20 20 20 20 20 60 60 73 75 6d 28 63 6f 6c 6f 72 73 29 60 60 2e | .length.........``sum(colors)``. |
| 98420 | 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 22 6d 61 72 67 69 6e 61 6c 73 22 20 61 6c 67 6f 72 69 | ..........The."marginals".algori |
| 98440 | 74 68 6d 20 67 65 6e 65 72 61 74 65 73 20 61 20 76 61 72 69 61 74 65 20 62 79 20 75 73 69 6e 67 | thm.generates.a.variate.by.using |
| 98460 | 20 72 65 70 65 61 74 65 64 0a 20 20 20 20 20 20 20 20 63 61 6c 6c 73 20 74 6f 20 74 68 65 20 75 | .repeated.........calls.to.the.u |
| 98480 | 6e 69 76 61 72 69 61 74 65 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 73 61 6d 70 6c 65 72 | nivariate.hypergeometric.sampler |
| 984a0 | 2e 20 20 49 74 20 69 73 20 72 6f 75 67 68 6c 79 0a 20 20 20 20 20 20 20 20 65 71 75 69 76 61 6c | ...It.is.roughly.........equival |
| 984c0 | 65 6e 74 20 74 6f 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 20 3d 20 | ent.to::..............variate.=. |
| 984e0 | 6e 70 2e 7a 65 72 6f 73 28 6c 65 6e 28 63 6f 6c 6f 72 73 29 2c 20 64 74 79 70 65 3d 6e 70 2e 69 | np.zeros(len(colors),.dtype=np.i |
| 98500 | 6e 74 36 34 29 0a 20 20 20 20 20 20 20 20 20 20 20 20 23 20 60 72 65 6d 61 69 6e 69 6e 67 60 20 | nt64).............#.`remaining`. |
| 98520 | 69 73 20 74 68 65 20 63 75 6d 75 6c 61 74 69 76 65 20 73 75 6d 20 6f 66 20 60 63 6f 6c 6f 72 73 | is.the.cumulative.sum.of.`colors |
| 98540 | 60 20 66 72 6f 6d 20 74 68 65 20 6c 61 73 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 23 20 65 6c | `.from.the.last.............#.el |
| 98560 | 65 6d 65 6e 74 20 74 6f 20 74 68 65 20 66 69 72 73 74 3b 20 65 2e 67 2e 20 69 66 20 60 63 6f 6c | ement.to.the.first;.e.g..if.`col |
| 98580 | 6f 72 73 60 20 69 73 20 5b 33 2c 20 31 2c 20 35 5d 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 | ors`.is.[3,.1,.5],.then......... |
| 985a0 | 20 20 20 20 23 20 60 72 65 6d 61 69 6e 69 6e 67 60 20 69 73 20 5b 39 2c 20 36 2c 20 35 5d 2e 0a | ....#.`remaining`.is.[9,.6,.5].. |
| 985c0 | 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6d 61 69 6e 69 6e 67 20 3d 20 6e 70 2e 63 75 6d 73 75 | ............remaining.=.np.cumsu |
| 985e0 | 6d 28 63 6f 6c 6f 72 73 5b 3a 3a 2d 31 5d 29 5b 3a 3a 2d 31 5d 0a 20 20 20 20 20 20 20 20 20 20 | m(colors[::-1])[::-1]........... |
| 98600 | 20 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67 65 28 6c 65 6e 28 63 6f 6c 6f 72 73 29 2d 31 29 3a | ..for.i.in.range(len(colors)-1): |
| 98620 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 69 66 20 6e 73 61 6d 70 6c 65 20 3c 20 31 3a | .................if.nsample.<.1: |
| 98640 | 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 72 65 61 6b 0a 20 20 20 20 20 | .....................break...... |
| 98660 | 20 20 20 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 5b 69 5d 20 3d 20 68 79 70 65 72 67 65 6f | ...........variate[i].=.hypergeo |
| 98680 | 6d 65 74 72 69 63 28 63 6f 6c 6f 72 73 5b 69 5d 2c 20 72 65 6d 61 69 6e 69 6e 67 5b 69 2b 31 5d | metric(colors[i],.remaining[i+1] |
| 986a0 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ,............................... |
| 986c0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 6e 73 61 6d 70 6c 65 29 0a 20 20 20 20 20 20 20 20 20 20 | .............nsample)........... |
| 986e0 | 20 20 20 20 20 20 6e 73 61 6d 70 6c 65 20 2d 3d 20 76 61 72 69 61 74 65 5b 69 5d 0a 20 20 20 20 | ......nsample.-=.variate[i]..... |
| 98700 | 20 20 20 20 20 20 20 20 76 61 72 69 61 74 65 5b 2d 31 5d 20 3d 20 6e 73 61 6d 70 6c 65 0a 0a 20 | ........variate[-1].=.nsample... |
| 98720 | 20 20 20 20 20 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 6d 65 74 68 6f 64 20 69 73 20 22 6d 61 | .......The.default.method.is."ma |
| 98740 | 72 67 69 6e 61 6c 73 22 2e 20 20 46 6f 72 20 73 6f 6d 65 20 63 61 73 65 73 20 28 65 2e 67 2e 20 | rginals"...For.some.cases.(e.g.. |
| 98760 | 77 68 65 6e 0a 20 20 20 20 20 20 20 20 60 63 6f 6c 6f 72 73 60 20 63 6f 6e 74 61 69 6e 73 20 72 | when.........`colors`.contains.r |
| 98780 | 65 6c 61 74 69 76 65 6c 79 20 73 6d 61 6c 6c 20 69 6e 74 65 67 65 72 73 29 2c 20 74 68 65 20 22 | elatively.small.integers),.the." |
| 987a0 | 63 6f 75 6e 74 22 20 6d 65 74 68 6f 64 0a 20 20 20 20 20 20 20 20 63 61 6e 20 62 65 20 73 69 67 | count".method.........can.be.sig |
| 987c0 | 6e 69 66 69 63 61 6e 74 6c 79 20 66 61 73 74 65 72 20 74 68 61 6e 20 74 68 65 20 22 6d 61 72 67 | nificantly.faster.than.the."marg |
| 987e0 | 69 6e 61 6c 73 22 20 6d 65 74 68 6f 64 2e 20 20 49 66 0a 20 20 20 20 20 20 20 20 70 65 72 66 6f | inals".method...If.........perfo |
| 98800 | 72 6d 61 6e 63 65 20 6f 66 20 74 68 65 20 61 6c 67 6f 72 69 74 68 6d 20 69 73 20 69 6d 70 6f 72 | rmance.of.the.algorithm.is.impor |
| 98820 | 74 61 6e 74 2c 20 74 65 73 74 20 74 68 65 20 74 77 6f 20 6d 65 74 68 6f 64 73 0a 20 20 20 20 20 | tant,.test.the.two.methods...... |
| 98840 | 20 20 20 77 69 74 68 20 74 79 70 69 63 61 6c 20 69 6e 70 75 74 73 20 74 6f 20 64 65 63 69 64 65 | ...with.typical.inputs.to.decide |
| 98860 | 20 77 68 69 63 68 20 77 6f 72 6b 73 20 62 65 73 74 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 76 | .which.works.best..............v |
| 98880 | 65 72 73 69 6f 6e 61 64 64 65 64 3a 3a 20 31 2e 31 38 2e 30 0a 0a 20 20 20 20 20 20 20 20 45 78 | ersionadded::.1.18.0..........Ex |
| 988a0 | 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 | amples.........--------......... |
| 988c0 | 3e 3e 3e 20 63 6f 6c 6f 72 73 20 3d 20 5b 31 36 2c 20 38 2c 20 34 5d 0a 20 20 20 20 20 20 20 20 | >>>.colors.=.[16,.8,.4]......... |
| 988e0 | 3e 3e 3e 20 73 65 65 64 20 3d 20 34 38 36 31 39 34 36 34 30 31 34 35 32 0a 20 20 20 20 20 20 20 | >>>.seed.=.4861946401452........ |
| 98900 | 20 3e 3e 3e 20 67 65 6e 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 28 6e | .>>>.gen.=.np.random.Generator(n |
| 98920 | 70 2e 72 61 6e 64 6f 6d 2e 50 43 47 36 34 28 73 65 65 64 29 29 0a 20 20 20 20 20 20 20 20 3e 3e | p.random.PCG64(seed)).........>> |
| 98940 | 3e 20 67 65 6e 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 | >.gen.multivariate_hypergeometri |
| 98960 | 63 28 63 6f 6c 6f 72 73 2c 20 36 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 35 2c 20 30 | c(colors,.6).........array([5,.0 |
| 98980 | 2c 20 31 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67 65 6e 2e 6d 75 6c 74 69 76 61 72 69 61 | ,.1]).........>>>.gen.multivaria |
| 989a0 | 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 63 6f 6c 6f 72 73 2c 20 36 2c 20 73 69 7a | te_hypergeometric(colors,.6,.siz |
| 989c0 | 65 3d 33 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 35 2c 20 30 2c 20 31 5d 2c 0a 20 | e=3).........array([[5,.0,.1],.. |
| 989e0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 32 2c 20 32 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 | ..............[2,.2,.2],........ |
| 98a00 | 20 20 20 20 20 20 20 20 5b 33 2c 20 33 2c 20 30 5d 5d 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 | ........[3,.3,.0]]).........>>>. |
| 98a20 | 67 65 6e 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 | gen.multivariate_hypergeometric( |
| 98a40 | 63 6f 6c 6f 72 73 2c 20 36 2c 20 73 69 7a 65 3d 28 32 2c 20 32 29 29 0a 20 20 20 20 20 20 20 20 | colors,.6,.size=(2,.2))......... |
| 98a60 | 61 72 72 61 79 28 5b 5b 5b 33 2c 20 32 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 | array([[[3,.2,.1],.............. |
| 98a80 | 20 20 20 5b 33 2c 20 32 2c 20 31 5d 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 5b | ...[3,.2,.1]],................[[ |
| 98aa0 | 34 2c 20 31 2c 20 31 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 32 2c | 4,.1,.1],.................[3,.2, |
| 98ac0 | 20 31 5d 5d 5d 29 0a 20 20 20 20 20 20 20 20 00 0a 20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 28 | .1]]])...................normal( |
| 98ae0 | 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a | loc=0.0,.scale=1.0,.size=None).. |
| 98b00 | 20 20 20 20 20 20 20 20 44 72 61 77 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d | ........Draw.random.samples.from |
| 98b20 | 20 61 20 6e 6f 72 6d 61 6c 20 28 47 61 75 73 73 69 61 6e 29 20 64 69 73 74 72 69 62 75 74 69 6f | .a.normal.(Gaussian).distributio |
| 98b40 | 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 | n...........The.probability.dens |
| 98b60 | 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 | ity.function.of.the.normal.distr |
| 98b80 | 69 62 75 74 69 6f 6e 2c 20 66 69 72 73 74 0a 20 20 20 20 20 20 20 20 64 65 72 69 76 65 64 20 62 | ibution,.first.........derived.b |
| 98ba0 | 79 20 44 65 20 4d 6f 69 76 72 65 20 61 6e 64 20 32 30 30 20 79 65 61 72 73 20 6c 61 74 65 72 20 | y.De.Moivre.and.200.years.later. |
| 98bc0 | 62 79 20 62 6f 74 68 20 47 61 75 73 73 20 61 6e 64 20 4c 61 70 6c 61 63 65 0a 20 20 20 20 20 20 | by.both.Gauss.and.Laplace....... |
| 98be0 | 20 20 69 6e 64 65 70 65 6e 64 65 6e 74 6c 79 20 5b 32 5d 5f 2c 20 69 73 20 6f 66 74 65 6e 20 63 | ..independently.[2]_,.is.often.c |
| 98c00 | 61 6c 6c 65 64 20 74 68 65 20 62 65 6c 6c 20 63 75 72 76 65 20 62 65 63 61 75 73 65 20 6f 66 0a | alled.the.bell.curve.because.of. |
| 98c20 | 20 20 20 20 20 20 20 20 69 74 73 20 63 68 61 72 61 63 74 65 72 69 73 74 69 63 20 73 68 61 70 65 | ........its.characteristic.shape |
| 98c40 | 20 28 73 65 65 20 74 68 65 20 65 78 61 6d 70 6c 65 20 62 65 6c 6f 77 29 2e 0a 0a 20 20 20 20 20 | .(see.the.example.below)........ |
| 98c60 | 20 20 20 54 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 6f 63 63 75 | ...The.normal.distributions.occu |
| 98c80 | 72 73 20 6f 66 74 65 6e 20 69 6e 20 6e 61 74 75 72 65 2e 20 20 46 6f 72 20 65 78 61 6d 70 6c 65 | rs.often.in.nature...For.example |
| 98ca0 | 2c 20 69 74 0a 20 20 20 20 20 20 20 20 64 65 73 63 72 69 62 65 73 20 74 68 65 20 63 6f 6d 6d 6f | ,.it.........describes.the.commo |
| 98cc0 | 6e 6c 79 20 6f 63 63 75 72 72 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 73 61 | nly.occurring.distribution.of.sa |
| 98ce0 | 6d 70 6c 65 73 20 69 6e 66 6c 75 65 6e 63 65 64 0a 20 20 20 20 20 20 20 20 62 79 20 61 20 6c 61 | mples.influenced.........by.a.la |
| 98d00 | 72 67 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 69 6e 79 2c 20 72 61 6e 64 6f 6d 20 64 69 73 74 75 | rge.number.of.tiny,.random.distu |
| 98d20 | 72 62 61 6e 63 65 73 2c 20 65 61 63 68 20 77 69 74 68 20 69 74 73 20 6f 77 6e 0a 20 20 20 20 20 | rbances,.each.with.its.own...... |
| 98d40 | 20 20 20 75 6e 69 71 75 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 5b 32 5d 5f 2e 0a 0a 20 20 | ...unique.distribution.[2]_..... |
| 98d60 | 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d | ......Parameters.........------- |
| 98d80 | 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 | ---.........loc.:.float.or.array |
| 98da0 | 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 65 61 6e | _like.of.floats.............Mean |
| 98dc0 | 20 28 22 63 65 6e 74 72 65 22 29 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e | .("centre").of.the.distribution. |
| 98de0 | 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f | .........scale.:.float.or.array_ |
| 98e00 | 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 74 61 6e 64 | like.of.floats.............Stand |
| 98e20 | 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 28 73 70 72 65 61 64 20 6f 72 20 22 77 69 64 74 68 22 | ard.deviation.(spread.or."width" |
| 98e40 | 29 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 0a 20 | ).of.the.distribution..Must.be.. |
| 98e60 | 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 | ...........non-negative......... |
| 98e80 | 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 | .size.:.int.or.tuple.of.ints,.op |
| 98ea0 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e | tional.............Output.shape. |
| 98ec0 | 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 | ..If.the.given.shape.is,.e.g.,.` |
| 98ee0 | 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 | `(m,.n,.k)``,.then.............` |
| 98f00 | 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 | `m.*.n.*.k``.samples.are.drawn.. |
| 98f20 | 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a | .If.size.is.``None``.(default),. |
| 98f40 | 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 | ............a.single.value.is.re |
| 98f60 | 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 | turned.if.``loc``.and.``scale``. |
| 98f80 | 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 | are.both.scalars..............Ot |
| 98fa0 | 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 61 | herwise,.``np.broadcast(loc,.sca |
| 98fc0 | 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 | le).size``.samples.are.drawn.... |
| 98fe0 | 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 | .......Returns.........-------.. |
| 99000 | 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 | .......out.:.ndarray.or.scalar.. |
| 99020 | 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 | ...........Drawn.samples.from.th |
| 99040 | 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 | e.parameterized.normal.distribut |
| 99060 | 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d | ion...........See.Also.........- |
| 99080 | 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6e 6f 72 6d | -------.........scipy.stats.norm |
| 990a0 | 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c | .:.probability.density.function, |
| 990c0 | 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d | .distribution.or.............cum |
| 990e0 | 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 0a | ulative.density.function,.etc... |
| 99100 | 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 | ........Notes.........-----..... |
| 99120 | 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 | ....The.probability.density.for. |
| 99140 | 74 68 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 | the.Gaussian.distribution.is.... |
| 99160 | 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b | .........math::.p(x).=.\frac{1}{ |
| 99180 | 5c 73 71 72 74 7b 20 32 20 5c 70 69 20 5c 73 69 67 6d 61 5e 32 20 7d 7d 0a 20 20 20 20 20 20 20 | \sqrt{.2.\pi.\sigma^2.}}........ |
| 991a0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 65 5e 7b 20 2d 20 5c 66 72 61 63 7b 20 28 | ..................e^{.-.\frac{.( |
| 991c0 | 78 20 2d 20 5c 6d 75 29 5e 32 20 7d 20 7b 32 20 5c 73 69 67 6d 61 5e 32 7d 20 7d 2c 0a 0a 20 20 | x.-.\mu)^2.}.{2.\sigma^2}.},.... |
| 991e0 | 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 65 20 6d | ......where.:math:`\mu`.is.the.m |
| 99200 | 65 61 6e 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 73 69 67 6d 61 60 20 74 68 65 20 73 74 61 6e 64 | ean.and.:math:`\sigma`.the.stand |
| 99220 | 61 72 64 0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69 6f 6e 2e 20 54 68 65 20 73 71 75 61 72 | ard.........deviation..The.squar |
| 99240 | 65 20 6f 66 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 3a 6d 61 | e.of.the.standard.deviation,.:ma |
| 99260 | 74 68 3a 60 5c 73 69 67 6d 61 5e 32 60 2c 0a 20 20 20 20 20 20 20 20 69 73 20 63 61 6c 6c 65 64 | th:`\sigma^2`,.........is.called |
| 99280 | 20 74 68 65 20 76 61 72 69 61 6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 75 6e 63 | .the.variance...........The.func |
| 992a0 | 74 69 6f 6e 20 68 61 73 20 69 74 73 20 70 65 61 6b 20 61 74 20 74 68 65 20 6d 65 61 6e 2c 20 61 | tion.has.its.peak.at.the.mean,.a |
| 992c0 | 6e 64 20 69 74 73 20 22 73 70 72 65 61 64 22 20 69 6e 63 72 65 61 73 65 73 20 77 69 74 68 0a 20 | nd.its."spread".increases.with.. |
| 992e0 | 20 20 20 20 20 20 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 28 74 | .......the.standard.deviation.(t |
| 99300 | 68 65 20 66 75 6e 63 74 69 6f 6e 20 72 65 61 63 68 65 73 20 30 2e 36 30 37 20 74 69 6d 65 73 20 | he.function.reaches.0.607.times. |
| 99320 | 69 74 73 20 6d 61 78 69 6d 75 6d 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 78 20 | its.maximum.at.........:math:`x. |
| 99340 | 2b 20 5c 73 69 67 6d 61 60 20 61 6e 64 20 3a 6d 61 74 68 3a 60 78 20 2d 20 5c 73 69 67 6d 61 60 | +.\sigma`.and.:math:`x.-.\sigma` |
| 99360 | 20 5b 32 5d 5f 29 2e 20 20 54 68 69 73 20 69 6d 70 6c 69 65 73 20 74 68 61 74 0a 20 20 20 20 20 | .[2]_)...This.implies.that...... |
| 99380 | 20 20 20 3a 6d 65 74 68 3a 60 6e 6f 72 6d 61 6c 60 20 69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 | ...:meth:`normal`.is.more.likely |
| 993a0 | 20 74 6f 20 72 65 74 75 72 6e 20 73 61 6d 70 6c 65 73 20 6c 79 69 6e 67 20 63 6c 6f 73 65 20 74 | .to.return.samples.lying.close.t |
| 993c0 | 6f 20 74 68 65 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 2c 20 72 61 74 68 65 72 20 74 68 61 6e 20 | o.the.........mean,.rather.than. |
| 993e0 | 74 68 6f 73 65 20 66 61 72 20 61 77 61 79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e | those.far.away...........Referen |
| 99400 | 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e | ces.........----------.......... |
| 99420 | 2e 20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 | ..[1].Wikipedia,."Normal.distrib |
| 99440 | 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 | ution",................https://e |
| 99460 | 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4e 6f 72 6d 61 6c 5f 64 69 73 74 | n.wikipedia.org/wiki/Normal_dist |
| 99480 | 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 2e 20 52 2e 20 50 65 | ribution............[2].P..R..Pe |
| 994a0 | 65 62 6c 65 73 20 4a 72 2e 2c 20 22 43 65 6e 74 72 61 6c 20 4c 69 6d 69 74 20 54 68 65 6f 72 65 | ebles.Jr.,."Central.Limit.Theore |
| 994c0 | 6d 22 20 69 6e 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | m".in."Probability,............. |
| 994e0 | 20 20 20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65 73 20 61 6e 64 20 52 61 6e 64 6f 6d 20 53 | ...Random.Variables.and.Random.S |
| 99500 | 69 67 6e 61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c 20 34 74 68 20 65 64 2e 2c 20 32 30 30 31 | ignal.Principles",.4th.ed.,.2001 |
| 99520 | 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 70 70 2e 20 35 31 2c 20 35 31 2c 20 31 32 35 | ,................pp..51,.51,.125 |
| 99540 | 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d | ...........Examples.........---- |
| 99560 | 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ----.........Draw.samples.from.t |
| 99580 | 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 | he.distribution:..........>>>.mu |
| 995a0 | 2c 20 73 69 67 6d 61 20 3d 20 30 2c 20 30 2e 31 20 23 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e | ,.sigma.=.0,.0.1.#.mean.and.stan |
| 995c0 | 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e | dard.deviation.........>>>.s.=.n |
| 995e0 | 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6e 6f 72 6d 61 6c 28 6d 75 | p.random.default_rng().normal(mu |
| 99600 | 2c 20 73 69 67 6d 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 56 65 72 69 66 79 20 74 | ,.sigma,.1000)..........Verify.t |
| 99620 | 68 65 20 6d 65 61 6e 20 61 6e 64 20 74 68 65 20 76 61 72 69 61 6e 63 65 3a 0a 0a 20 20 20 20 20 | he.mean.and.the.variance:....... |
| 99640 | 20 20 20 3e 3e 3e 20 61 62 73 28 6d 75 20 2d 20 6e 70 2e 6d 65 61 6e 28 73 29 29 0a 20 20 20 20 | ...>>>.abs(mu.-.np.mean(s))..... |
| 99660 | 20 20 20 20 30 2e 30 20 20 23 20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | ....0.0..#.may.vary..........>>> |
| 99680 | 20 61 62 73 28 73 69 67 6d 61 20 2d 20 6e 70 2e 73 74 64 28 73 2c 20 64 64 6f 66 3d 31 29 29 0a | .abs(sigma.-.np.std(s,.ddof=1)). |
| 996a0 | 20 20 20 20 20 20 20 20 30 2e 30 20 20 23 20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20 | ........0.0..#.may.vary......... |
| 996c0 | 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 | .Display.the.histogram.of.the.sa |
| 996e0 | 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 | mples,.along.with.........the.pr |
| 99700 | 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 | obability.density.function:..... |
| 99720 | 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f | .....>>>.import.matplotlib.pyplo |
| 99740 | 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 | t.as.plt.........>>>.count,.bins |
| 99760 | 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73 | ,.ignored.=.plt.hist(s,.30,.dens |
| 99780 | 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 | ity=True).........>>>.plt.plot(b |
| 997a0 | 69 6e 73 2c 20 31 2f 28 73 69 67 6d 61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 | ins,.1/(sigma.*.np.sqrt(2.*.np.p |
| 997c0 | 69 29 29 20 2a 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | i)).*........................... |
| 997e0 | 20 6e 70 2e 65 78 70 28 20 2d 20 28 62 69 6e 73 20 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a | .np.exp(.-.(bins.-.mu)**2./.(2.* |
| 99800 | 20 73 69 67 6d 61 2a 2a 32 29 20 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 | .sigma**2).),................... |
| 99820 | 20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 | ...linewidth=2,.color='r')...... |
| 99840 | 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 2d 62 | ...>>>.plt.show()..........Two-b |
| 99860 | 79 2d 66 6f 75 72 20 61 72 72 61 79 20 6f 66 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 4e 28 33 | y-four.array.of.samples.from.N(3 |
| 99880 | 2c 20 36 2e 32 35 29 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e | ,.6.25):..........>>>.np.random. |
| 998a0 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6e 6f 72 6d 61 6c 28 33 2c 20 32 2e 35 2c 20 73 69 7a | default_rng().normal(3,.2.5,.siz |
| 998c0 | 65 3d 28 32 2c 20 34 29 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 34 2e 34 39 34 | e=(2,.4)).........array([[-4.494 |
| 998e0 | 30 31 35 30 31 2c 20 20 34 2e 30 30 39 35 30 30 33 34 2c 20 2d 31 2e 38 31 38 31 34 38 36 37 2c | 01501,..4.00950034,.-1.81814867, |
| 99900 | 20 20 37 2e 32 39 37 31 38 36 37 37 5d 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 | ..7.29718677],...#.random....... |
| 99920 | 20 20 20 20 20 20 20 20 20 5b 20 30 2e 33 39 39 32 34 38 30 34 2c 20 20 34 2e 36 38 34 35 36 33 | .........[.0.39924804,..4.684563 |
| 99940 | 31 36 2c 20 20 34 2e 39 39 33 39 34 35 32 39 2c 20 20 34 2e 38 34 30 35 37 32 35 34 5d 5d 29 20 | 16,..4.99394529,..4.84057254]]). |
| 99960 | 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 | .#.random....................... |
| 99980 | 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 | .........standard_gamma(shape,.s |
| 999a0 | 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70 65 3d 6e 70 2e 66 6c 6f 61 74 36 34 2c 20 6f 75 74 3d | ize=None,.dtype=np.float64,.out= |
| 999c0 | 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d | None)..........Draw.samples.from |
| 999e0 | 20 61 20 73 74 61 6e 64 61 72 64 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a | .a.standard.Gamma.distribution.. |
| 99a00 | 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 | .........Samples.are.drawn.from. |
| 99a20 | 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 | a.Gamma.distribution.with.specif |
| 99a40 | 69 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 28 73 | ied.parameters,.........shape.(s |
| 99a60 | 6f 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64 20 73 63 61 | ometimes.designated."k").and.sca |
| 99a80 | 6c 65 3d 31 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 | le=1...........Parameters....... |
| 99aa0 | 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 3a 20 66 6c 6f | ..----------.........shape.:.flo |
| 99ac0 | 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 | at.or.array_like.of.floats...... |
| 99ae0 | 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 | .......Parameter,.must.be.non-ne |
| 99b00 | 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 | gative..........size.:.int.or.tu |
| 99b20 | 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 | ple.of.ints,.optional........... |
| 99b40 | 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 | ..Output.shape...If.the.given.sh |
| 99b60 | 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 | ape.is,.e.g.,.``(m,.n,.k)``,.the |
| 99b80 | 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 | n.............``m.*.n.*.k``.samp |
| 99ba0 | 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e | les.are.drawn...If.size.is.``Non |
| 99bc0 | 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e | e``.(default),.............a.sin |
| 99be0 | 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61 70 65 | gle.value.is.returned.if.``shape |
| 99c00 | 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 | ``.is.a.scalar...Otherwise,..... |
| 99c20 | 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 73 68 61 70 65 29 2e 73 69 7a 65 60 60 | ........``np.array(shape).size`` |
| 99c40 | 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 20 20 20 20 20 20 20 20 64 74 79 70 | .samples.are.drawn..........dtyp |
| 99c60 | 65 20 3a 20 64 74 79 70 65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 | e.:.dtype,.optional............. |
| 99c80 | 44 65 73 69 72 65 64 20 64 74 79 70 65 20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2c 20 6f 6e 6c | Desired.dtype.of.the.result,.onl |
| 99ca0 | 79 20 60 66 6c 6f 61 74 36 34 60 20 61 6e 64 20 60 66 6c 6f 61 74 33 32 60 20 61 72 65 20 73 75 | y.`float64`.and.`float32`.are.su |
| 99cc0 | 70 70 6f 72 74 65 64 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 42 79 74 65 6f 72 64 65 72 20 6d | pported..............Byteorder.m |
| 99ce0 | 75 73 74 20 62 65 20 6e 61 74 69 76 65 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 | ust.be.native..The.default.value |
| 99d00 | 20 69 73 20 6e 70 2e 66 6c 6f 61 74 36 34 2e 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 | .is.np.float64..........out.:.nd |
| 99d20 | 61 72 72 61 79 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 41 6c 74 65 | array,.optional.............Alte |
| 99d40 | 72 6e 61 74 69 76 65 20 6f 75 74 70 75 74 20 61 72 72 61 79 20 69 6e 20 77 68 69 63 68 20 74 6f | rnative.output.array.in.which.to |
| 99d60 | 20 70 6c 61 63 65 20 74 68 65 20 72 65 73 75 6c 74 2e 20 49 66 20 73 69 7a 65 20 69 73 0a 20 20 | .place.the.result..If.size.is... |
| 99d80 | 20 20 20 20 20 20 20 20 20 20 6e 6f 74 20 4e 6f 6e 65 2c 20 69 74 20 6d 75 73 74 20 68 61 76 65 | ..........not.None,.it.must.have |
| 99da0 | 20 74 68 65 20 73 61 6d 65 20 73 68 61 70 65 20 61 73 20 74 68 65 20 70 72 6f 76 69 64 65 64 20 | .the.same.shape.as.the.provided. |
| 99dc0 | 73 69 7a 65 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 6d 61 74 63 68 20 | size.and.............must.match. |
| 99de0 | 74 68 65 20 74 79 70 65 20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 76 61 6c 75 65 73 2e 0a 0a | the.type.of.the.output.values... |
| 99e00 | 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a | ........Returns.........-------. |
| 99e20 | 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a | ........out.:.ndarray.or.scalar. |
| 99e40 | 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 | ............Drawn.samples.from.t |
| 99e60 | 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 20 | he.parameterized.standard.gamma. |
| 99e80 | 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a | distribution...........See.Also. |
| 99ea0 | 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 | ........--------.........scipy.s |
| 99ec0 | 74 61 74 73 2e 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 | tats.gamma.:.probability.density |
| 99ee0 | 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 | .function,.distribution.or...... |
| 99f00 | 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 | .......cumulative.density.functi |
| 99f20 | 6f 6e 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 | on,.etc...........Notes......... |
| 99f40 | 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 | -----.........The.probability.de |
| 99f60 | 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e | nsity.for.the.Gamma.distribution |
| 99f80 | 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e | .is.............math::.p(x).=.x^ |
| 99fa0 | 7b 6b 2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 | {k-1}\frac{e^{-x/\theta}}{\theta |
| 99fc0 | 5e 6b 5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 | ^k\Gamma(k)},..........where.:ma |
| 99fe0 | 74 68 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c | th:`k`.is.the.shape.and.:math:`\ |
| 9a000 | 74 68 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d | theta`.the.scale,.........and.:m |
| 9a020 | 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 | ath:`\Gamma`.is.the.Gamma.functi |
| 9a040 | 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 | on...........The.Gamma.distribut |
| 9a060 | 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 | ion.is.often.used.to.model.the.t |
| 9a080 | 69 6d 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 | imes.to.failure.of.........elect |
| 9a0a0 | 72 6f 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 | ronic.components,.and.arises.nat |
| 9a0c0 | 75 72 61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66 6f 72 20 77 68 69 63 68 20 74 68 | urally.in.processes.for.which.th |
| 9a0e0 | 65 0a 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 | e.........waiting.times.between. |
| 9a100 | 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 76 65 6e 74 73 20 61 72 65 20 72 | Poisson.distributed.events.are.r |
| 9a120 | 65 6c 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 | elevant...........References.... |
| 9a140 | 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 | .....----------............[1].W |
| 9a160 | 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 | eisstein,.Eric.W.."Gamma.Distrib |
| 9a180 | 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 | ution.".From.MathWorld--A....... |
| 9a1a0 | 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 | .........Wolfram.Web.Resource... |
| 9a1c0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 | ..............http://mathworld.w |
| 9a1e0 | 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d | olfram.com/GammaDistribution.htm |
| 9a200 | 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d | l............[2].Wikipedia,."Gam |
| 9a220 | 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 | ma.distribution",............... |
| 9a240 | 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 | .https://en.wikipedia.org/wiki/G |
| 9a260 | 61 6d 6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 | amma_distribution..........Examp |
| 9a280 | 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 | les.........--------.........Dra |
| 9a2a0 | 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a | w.samples.from.the.distribution: |
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| 9a2e0 | 20 31 2e 20 23 20 6d 65 61 6e 20 61 6e 64 20 77 69 64 74 68 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .1..#.mean.and.width.........>>> |
| 9a300 | 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 73 74 61 | .s.=.np.random.default_rng().sta |
| 9a320 | 6e 64 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 31 30 30 30 30 30 30 29 0a 0a 20 20 20 | ndard_gamma(shape,.1000000)..... |
| 9a340 | 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 | .....Display.the.histogram.of.th |
| 9a360 | 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 | e.samples,.along.with.........th |
| 9a380 | 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a | e.probability.density.function:. |
| 9a3a0 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 | .........>>>.import.matplotlib.p |
| 9a3c0 | 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 | yplot.as.plt.........>>>.import. |
| 9a3e0 | 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65 73 74 3a | scipy.special.as.sps..#.doctest: |
| 9a400 | 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 | .+SKIP.........>>>.count,.bins,. |
| 9a420 | 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 | ignored.=.plt.hist(s,.50,.densit |
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| 9a460 | 68 61 70 65 2d 31 29 20 2a 20 28 28 6e 70 2e 65 78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 29 | hape-1).*.((np.exp(-bins/scale)) |
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| 9a4a0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 | ......................(sps.gamma |
| 9a4c0 | 28 73 68 61 70 65 29 20 2a 20 73 63 61 6c 65 2a 2a 73 68 61 70 65 29 29 0a 20 20 20 20 20 20 20 | (shape).*.scale**shape))........ |
| 9a4e0 | 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 | .>>>.plt.plot(bins,.y,.linewidth |
| 9a500 | 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 | =2,.color='r')..#.doctest:.+SKIP |
| 9a520 | 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 | .........>>>.plt.show()......... |
| 9a540 | 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 76 61 | .........................multiva |
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| 9a580 | 65 2c 20 63 68 65 63 6b 5f 76 61 6c 69 64 3d 27 77 61 72 6e 27 2c 0a 20 20 20 20 20 20 20 20 20 | e,.check_valid='warn',.......... |
| 9a5a0 | 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 74 6f 6c 3d 31 65 2d 38 2c 20 2a 2c 20 | ...................tol=1e-8,.*,. |
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| 9a600 | 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 | ormal.distribution...........The |
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| 9a640 | 6c 20 6f 72 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 0a | l.or.Gaussian.distribution.is.a. |
| 9a660 | 20 20 20 20 20 20 20 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 6f 6e | ........generalization.of.the.on |
| 9a680 | 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f | e-dimensional.normal.distributio |
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| 9a6c0 | 20 53 75 63 68 20 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 73 70 65 63 69 66 69 65 | .Such.a.distribution.is.specifie |
| 9a6e0 | 64 20 62 79 20 69 74 73 20 6d 65 61 6e 20 61 6e 64 0a 20 20 20 20 20 20 20 20 63 6f 76 61 72 69 | d.by.its.mean.and.........covari |
| 9a700 | 61 6e 63 65 20 6d 61 74 72 69 78 2e 20 20 54 68 65 73 65 20 70 61 72 61 6d 65 74 65 72 73 20 61 | ance.matrix...These.parameters.a |
| 9a720 | 72 65 20 61 6e 61 6c 6f 67 6f 75 73 20 74 6f 20 74 68 65 20 6d 65 61 6e 0a 20 20 20 20 20 20 20 | re.analogous.to.the.mean........ |
| 9a740 | 20 28 61 76 65 72 61 67 65 20 6f 72 20 22 63 65 6e 74 65 72 22 29 20 61 6e 64 20 76 61 72 69 61 | .(average.or."center").and.varia |
| 9a760 | 6e 63 65 20 28 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 6f 72 20 22 77 69 64 | nce.(standard.deviation,.or."wid |
| 9a780 | 74 68 2c 22 0a 20 20 20 20 20 20 20 20 73 71 75 61 72 65 64 29 20 6f 66 20 74 68 65 20 6f 6e 65 | th,".........squared).of.the.one |
| 9a7a0 | 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e | -dimensional.normal.distribution |
| 9a7c0 | 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d | ...........Parameters.........-- |
| 9a7e0 | 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61 6e 20 3a 20 31 2d 44 20 61 72 72 61 | --------.........mean.:.1-D.arra |
| 9a800 | 79 5f 6c 69 6b 65 2c 20 6f 66 20 6c 65 6e 67 74 68 20 4e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | y_like,.of.length.N............. |
| 9a820 | 4d 65 61 6e 20 6f 66 20 74 68 65 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 64 69 73 74 72 69 | Mean.of.the.N-dimensional.distri |
| 9a840 | 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 63 6f 76 20 3a 20 32 2d 44 20 61 72 72 61 79 5f | bution..........cov.:.2-D.array_ |
| 9a860 | 6c 69 6b 65 2c 20 6f 66 20 73 68 61 70 65 20 28 4e 2c 20 4e 29 0a 20 20 20 20 20 20 20 20 20 20 | like,.of.shape.(N,.N)........... |
| 9a880 | 20 20 43 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 20 6f 66 20 74 68 65 20 64 69 73 74 72 | ..Covariance.matrix.of.the.distr |
| 9a8a0 | 69 62 75 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62 65 20 73 79 6d 6d 65 74 72 69 63 20 61 6e | ibution..It.must.be.symmetric.an |
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| 9a920 | 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 47 69 76 65 6e 20 61 20 73 68 61 70 65 | tional.............Given.a.shape |
| 9a940 | 20 6f 66 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20 60 60 28 6d 2c 6e 2c 6b 29 60 60 2c 20 60 | .of,.for.example,.``(m,n,k)``,.` |
| 9a960 | 60 6d 2a 6e 2a 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 0a 20 20 20 20 20 20 20 20 20 20 20 | `m*n*k``.samples.are............ |
| 9a980 | 20 67 65 6e 65 72 61 74 65 64 2c 20 61 6e 64 20 70 61 63 6b 65 64 20 69 6e 20 61 6e 20 60 6d 60 | .generated,.and.packed.in.an.`m` |
| 9a9a0 | 2d 62 79 2d 60 6e 60 2d 62 79 2d 60 6b 60 20 61 72 72 61 6e 67 65 6d 65 6e 74 2e 20 20 42 65 63 | -by-`n`-by-`k`.arrangement...Bec |
| 9a9c0 | 61 75 73 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 | ause.............each.sample.is. |
| 9a9e0 | 60 4e 60 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 2c 20 74 68 65 20 6f 75 74 70 75 74 20 73 68 61 70 | `N`-dimensional,.the.output.shap |
| 9aa00 | 65 20 69 73 20 60 60 28 6d 2c 6e 2c 6b 2c 4e 29 60 60 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 | e.is.``(m,n,k,N)``.............. |
| 9aa20 | 49 66 20 6e 6f 20 73 68 61 70 65 20 69 73 20 73 70 65 63 69 66 69 65 64 2c 20 61 20 73 69 6e 67 | If.no.shape.is.specified,.a.sing |
| 9aa40 | 6c 65 20 28 60 4e 60 2d 44 29 20 73 61 6d 70 6c 65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 | le.(`N`-D).sample.is.returned... |
| 9aa60 | 20 20 20 20 20 20 20 63 68 65 63 6b 5f 76 61 6c 69 64 20 3a 20 7b 20 27 77 61 72 6e 27 2c 20 27 | .......check_valid.:.{.'warn',.' |
| 9aa80 | 72 61 69 73 65 27 2c 20 27 69 67 6e 6f 72 65 27 20 7d 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 | raise',.'ignore'.},.optional.... |
| 9aaa0 | 20 20 20 20 20 20 20 20 20 42 65 68 61 76 69 6f 72 20 77 68 65 6e 20 74 68 65 20 63 6f 76 61 72 | .........Behavior.when.the.covar |
| 9aac0 | 69 61 6e 63 65 20 6d 61 74 72 69 78 20 69 73 20 6e 6f 74 20 70 6f 73 69 74 69 76 65 20 73 65 6d | iance.matrix.is.not.positive.sem |
| 9aae0 | 69 64 65 66 69 6e 69 74 65 2e 0a 20 20 20 20 20 20 20 20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 | idefinite..........tol.:.float,. |
| 9ab00 | 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 6f 6c 65 72 61 6e 63 65 20 77 | optional.............Tolerance.w |
| 9ab20 | 68 65 6e 20 63 68 65 63 6b 69 6e 67 20 74 68 65 20 73 69 6e 67 75 6c 61 72 20 76 61 6c 75 65 73 | hen.checking.the.singular.values |
| 9ab40 | 20 69 6e 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 2e 0a 20 20 20 20 20 20 20 20 20 | .in.covariance.matrix........... |
| 9ab60 | 20 20 20 63 6f 76 20 69 73 20 63 61 73 74 20 74 6f 20 64 6f 75 62 6c 65 20 62 65 66 6f 72 65 20 | ...cov.is.cast.to.double.before. |
| 9ab80 | 74 68 65 20 63 68 65 63 6b 2e 0a 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 3a 20 7b 20 27 73 | the.check..........method.:.{.'s |
| 9aba0 | 76 64 27 2c 20 27 65 69 67 68 27 2c 20 27 63 68 6f 6c 65 73 6b 79 27 7d 2c 20 6f 70 74 69 6f 6e | vd',.'eigh',.'cholesky'},.option |
| 9abc0 | 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 63 6f 76 20 69 6e 70 75 74 20 69 73 20 | al.............The.cov.input.is. |
| 9abe0 | 75 73 65 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 61 20 66 61 63 74 6f 72 20 6d 61 74 72 69 78 20 | used.to.compute.a.factor.matrix. |
| 9ac00 | 41 20 73 75 63 68 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 41 20 40 20 41 2e | A.such.that.............``A.@.A. |
| 9ac20 | 54 20 3d 20 63 6f 76 60 60 2e 20 54 68 69 73 20 61 72 67 75 6d 65 6e 74 20 69 73 20 75 73 65 64 | T.=.cov``..This.argument.is.used |
| 9ac40 | 20 74 6f 20 73 65 6c 65 63 74 20 74 68 65 20 6d 65 74 68 6f 64 0a 20 20 20 20 20 20 20 20 20 20 | .to.select.the.method........... |
| 9ac60 | 20 20 75 73 65 64 20 74 6f 20 63 6f 6d 70 75 74 65 20 74 68 65 20 66 61 63 74 6f 72 20 6d 61 74 | ..used.to.compute.the.factor.mat |
| 9ac80 | 72 69 78 20 41 2e 20 54 68 65 20 64 65 66 61 75 6c 74 20 6d 65 74 68 6f 64 20 27 73 76 64 27 20 | rix.A..The.default.method.'svd'. |
| 9aca0 | 69 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 73 6c 6f 77 65 73 74 2c 20 77 68 69 6c | is.............the.slowest,.whil |
| 9acc0 | 65 20 27 63 68 6f 6c 65 73 6b 79 27 20 69 73 20 74 68 65 20 66 61 73 74 65 73 74 20 62 75 74 20 | e.'cholesky'.is.the.fastest.but. |
| 9ace0 | 6c 65 73 73 20 72 6f 62 75 73 74 20 74 68 61 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 | less.robust.than.............the |
| 9ad00 | 20 73 6c 6f 77 65 73 74 20 6d 65 74 68 6f 64 2e 20 54 68 65 20 6d 65 74 68 6f 64 20 60 65 69 67 | .slowest.method..The.method.`eig |
| 9ad20 | 68 60 20 75 73 65 73 20 65 69 67 65 6e 20 64 65 63 6f 6d 70 6f 73 69 74 69 6f 6e 20 74 6f 0a 20 | h`.uses.eigen.decomposition.to.. |
| 9ad40 | 20 20 20 20 20 20 20 20 20 20 20 63 6f 6d 70 75 74 65 20 41 20 61 6e 64 20 69 73 20 66 61 73 74 | ...........compute.A.and.is.fast |
| 9ad60 | 65 72 20 74 68 61 6e 20 73 76 64 20 62 75 74 20 73 6c 6f 77 65 72 20 74 68 61 6e 20 63 68 6f 6c | er.than.svd.but.slower.than.chol |
| 9ad80 | 65 73 6b 79 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f 6e 61 64 64 | esky..................versionadd |
| 9ada0 | 65 64 3a 3a 20 31 2e 31 38 2e 30 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 | ed::.1.18.0..........Returns.... |
| 9adc0 | 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 | .....-------.........out.:.ndarr |
| 9ade0 | 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65 73 | ay.............The.drawn.samples |
| 9ae00 | 2c 20 6f 66 20 73 68 61 70 65 20 2a 73 69 7a 65 2a 2c 20 69 66 20 74 68 61 74 20 77 61 73 20 70 | ,.of.shape.*size*,.if.that.was.p |
| 9ae20 | 72 6f 76 69 64 65 64 2e 20 20 49 66 20 6e 6f 74 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 | rovided...If.not,.............th |
| 9ae40 | 65 20 73 68 61 70 65 20 69 73 20 60 60 28 4e 2c 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 | e.shape.is.``(N,)``............. |
| 9ae60 | 20 20 49 6e 20 6f 74 68 65 72 20 77 6f 72 64 73 2c 20 65 61 63 68 20 65 6e 74 72 79 20 60 60 6f | ..In.other.words,.each.entry.``o |
| 9ae80 | 75 74 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60 20 69 73 20 61 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f | ut[i,j,...,:]``.is.an.N-dimensio |
| 9aea0 | 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 6c 75 65 20 64 72 61 77 6e 20 66 72 6f 6d | nal.............value.drawn.from |
| 9aec0 | 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 | .the.distribution...........Note |
| 9aee0 | 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 61 6e | s.........-----.........The.mean |
| 9af00 | 20 69 73 20 61 20 63 6f 6f 72 64 69 6e 61 74 65 20 69 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 | .is.a.coordinate.in.N-dimensiona |
| 9af20 | 6c 20 73 70 61 63 65 2c 20 77 68 69 63 68 20 72 65 70 72 65 73 65 6e 74 73 20 74 68 65 0a 20 20 | l.space,.which.represents.the... |
| 9af40 | 20 20 20 20 20 20 6c 6f 63 61 74 69 6f 6e 20 77 68 65 72 65 20 73 61 6d 70 6c 65 73 20 61 72 65 | ......location.where.samples.are |
| 9af60 | 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 74 6f 20 62 65 20 67 65 6e 65 72 61 74 65 64 2e 20 20 54 | .most.likely.to.be.generated...T |
| 9af80 | 68 69 73 20 69 73 0a 20 20 20 20 20 20 20 20 61 6e 61 6c 6f 67 6f 75 73 20 74 6f 20 74 68 65 20 | his.is.........analogous.to.the. |
| 9afa0 | 70 65 61 6b 20 6f 66 20 74 68 65 20 62 65 6c 6c 20 63 75 72 76 65 20 66 6f 72 20 74 68 65 20 6f | peak.of.the.bell.curve.for.the.o |
| 9afc0 | 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6f 72 0a 20 20 20 20 20 20 20 20 75 6e 69 76 61 72 | ne-dimensional.or.........univar |
| 9afe0 | 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 | iate.normal.distribution........ |
| 9b000 | 20 20 20 43 6f 76 61 72 69 61 6e 63 65 20 69 6e 64 69 63 61 74 65 73 20 74 68 65 20 6c 65 76 65 | ...Covariance.indicates.the.leve |
| 9b020 | 6c 20 74 6f 20 77 68 69 63 68 20 74 77 6f 20 76 61 72 69 61 62 6c 65 73 20 76 61 72 79 20 74 6f | l.to.which.two.variables.vary.to |
| 9b040 | 67 65 74 68 65 72 2e 0a 20 20 20 20 20 20 20 20 46 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76 61 | gether..........From.the.multiva |
| 9b060 | 72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 77 65 20 64 72 | riate.normal.distribution,.we.dr |
| 9b080 | 61 77 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65 73 | aw.N-dimensional.........samples |
| 9b0a0 | 2c 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5b 78 5f 31 2c 20 78 5f 32 2c 20 2e 2e 2e 20 78 5f 4e 5d | ,.:math:`X.=.[x_1,.x_2,.....x_N] |
| 9b0c0 | 60 2e 20 20 54 68 65 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 0a 20 20 20 20 20 20 | `...The.covariance.matrix....... |
| 9b0e0 | 20 20 65 6c 65 6d 65 6e 74 20 3a 6d 61 74 68 3a 60 43 5f 7b 69 6a 7d 60 20 69 73 20 74 68 65 20 | ..element.:math:`C_{ij}`.is.the. |
| 9b100 | 63 6f 76 61 72 69 61 6e 63 65 20 6f 66 20 3a 6d 61 74 68 3a 60 78 5f 69 60 20 61 6e 64 20 3a 6d | covariance.of.:math:`x_i`.and.:m |
| 9b120 | 61 74 68 3a 60 78 5f 6a 60 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 65 6c 65 6d 65 6e 74 20 3a | ath:`x_j`..........The.element.: |
| 9b140 | 6d 61 74 68 3a 60 43 5f 7b 69 69 7d 60 20 69 73 20 74 68 65 20 76 61 72 69 61 6e 63 65 20 6f 66 | math:`C_{ii}`.is.the.variance.of |
| 9b160 | 20 3a 6d 61 74 68 3a 60 78 5f 69 60 20 28 69 2e 65 2e 20 69 74 73 0a 20 20 20 20 20 20 20 20 22 | .:math:`x_i`.(i.e..its........." |
| 9b180 | 73 70 72 65 61 64 22 29 2e 0a 0a 20 20 20 20 20 20 20 20 49 6e 73 74 65 61 64 20 6f 66 20 73 70 | spread")...........Instead.of.sp |
| 9b1a0 | 65 63 69 66 79 69 6e 67 20 74 68 65 20 66 75 6c 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 | ecifying.the.full.covariance.mat |
| 9b1c0 | 72 69 78 2c 20 70 6f 70 75 6c 61 72 0a 20 20 20 20 20 20 20 20 61 70 70 72 6f 78 69 6d 61 74 69 | rix,.popular.........approximati |
| 9b1e0 | 6f 6e 73 20 69 6e 63 6c 75 64 65 3a 0a 0a 20 20 20 20 20 20 20 20 20 20 2d 20 53 70 68 65 72 69 | ons.include:............-.Spheri |
| 9b200 | 63 61 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 28 60 63 6f 76 60 20 69 73 20 61 20 6d 75 6c 74 69 | cal.covariance.(`cov`.is.a.multi |
| 9b220 | 70 6c 65 20 6f 66 20 74 68 65 20 69 64 65 6e 74 69 74 79 20 6d 61 74 72 69 78 29 0a 20 20 20 20 | ple.of.the.identity.matrix)..... |
| 9b240 | 20 20 20 20 20 20 2d 20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 28 60 63 6f | ......-.Diagonal.covariance.(`co |
| 9b260 | 76 60 20 68 61 73 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 20 65 6c 65 6d 65 6e 74 73 2c 20 61 6e | v`.has.non-negative.elements,.an |
| 9b280 | 64 20 6f 6e 6c 79 20 6f 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 64 69 61 67 6f 6e | d.only.on.............the.diagon |
| 9b2a0 | 61 6c 29 0a 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 67 65 6f 6d 65 74 72 69 63 61 6c 20 70 72 | al)..........This.geometrical.pr |
| 9b2c0 | 6f 70 65 72 74 79 20 63 61 6e 20 62 65 20 73 65 65 6e 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e 73 | operty.can.be.seen.in.two.dimens |
| 9b2e0 | 69 6f 6e 73 20 62 79 20 70 6c 6f 74 74 69 6e 67 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72 61 74 | ions.by.plotting.........generat |
| 9b300 | 65 64 20 64 61 74 61 2d 70 6f 69 6e 74 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 | ed.data-points:..........>>>.mea |
| 9b320 | 6e 20 3d 20 5b 30 2c 20 30 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31 | n.=.[0,.0].........>>>.cov.=.[[1 |
| 9b340 | 2c 20 30 5d 2c 20 5b 30 2c 20 31 30 30 5d 5d 20 20 23 20 64 69 61 67 6f 6e 61 6c 20 63 6f 76 61 | ,.0],.[0,.100]]..#.diagonal.cova |
| 9b360 | 72 69 61 6e 63 65 0a 0a 20 20 20 20 20 20 20 20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69 61 | riance..........Diagonal.covaria |
| 9b380 | 6e 63 65 20 6d 65 61 6e 73 20 74 68 61 74 20 70 6f 69 6e 74 73 20 61 72 65 20 6f 72 69 65 6e 74 | nce.means.that.points.are.orient |
| 9b3a0 | 65 64 20 61 6c 6f 6e 67 20 78 20 6f 72 20 79 2d 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e | ed.along.x.or.y-axis:..........> |
| 9b3c0 | 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 | >>.import.matplotlib.pyplot.as.p |
| 9b3e0 | 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2c 20 79 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e | lt.........>>>.x,.y.=.np.random. |
| 9b400 | 64 65 66 61 75 6c 74 5f 72 6e 67 28 29 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 | default_rng().multivariate_norma |
| 9b420 | 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20 35 30 30 30 29 2e 54 0a 20 20 20 20 20 20 20 20 3e 3e 3e | l(mean,.cov,.5000).T.........>>> |
| 9b440 | 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20 79 2c 20 27 78 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e | .plt.plot(x,.y,.'x').........>>> |
| 9b460 | 20 70 6c 74 2e 61 78 69 73 28 27 65 71 75 61 6c 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 | .plt.axis('equal').........>>>.p |
| 9b480 | 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 | lt.show()..........Note.that.the |
| 9b4a0 | 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 20 6d 75 73 74 20 62 65 20 70 6f 73 69 74 | .covariance.matrix.must.be.posit |
| 9b4c0 | 69 76 65 20 73 65 6d 69 64 65 66 69 6e 69 74 65 20 28 61 2e 6b 2e 61 2e 0a 20 20 20 20 20 20 20 | ive.semidefinite.(a.k.a......... |
| 9b4e0 | 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2d 64 65 66 69 6e 69 74 65 29 2e 20 4f 74 68 65 72 77 69 73 | .nonnegative-definite)..Otherwis |
| 9b500 | 65 2c 20 74 68 65 20 62 65 68 61 76 69 6f 72 20 6f 66 20 74 68 69 73 20 6d 65 74 68 6f 64 20 69 | e,.the.behavior.of.this.method.i |
| 9b520 | 73 0a 20 20 20 20 20 20 20 20 75 6e 64 65 66 69 6e 65 64 20 61 6e 64 20 62 61 63 6b 77 61 72 64 | s.........undefined.and.backward |
| 9b540 | 73 20 63 6f 6d 70 61 74 69 62 69 6c 69 74 79 20 69 73 20 6e 6f 74 20 67 75 61 72 61 6e 74 65 65 | s.compatibility.is.not.guarantee |
| 9b560 | 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d | d...........References.........- |
| 9b580 | 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 61 70 6f 75 6c 69 | ---------............[1].Papouli |
| 9b5a0 | 73 2c 20 41 2e 2c 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c 20 52 61 6e 64 6f 6d 20 56 61 72 69 | s,.A.,."Probability,.Random.Vari |
| 9b5c0 | 61 62 6c 65 73 2c 20 61 6e 64 20 53 74 6f 63 68 61 73 74 69 63 0a 20 20 20 20 20 20 20 20 20 20 | ables,.and.Stochastic........... |
| 9b5e0 | 20 20 20 20 20 50 72 6f 63 65 73 73 65 73 2c 22 20 33 72 64 20 65 64 2e 2c 20 4e 65 77 20 59 6f | .....Processes,".3rd.ed.,.New.Yo |
| 9b600 | 72 6b 3a 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 20 31 39 39 31 2e 0a 20 20 20 20 20 20 20 20 2e | rk:.McGraw-Hill,.1991........... |
| 9b620 | 2e 20 5b 32 5d 20 44 75 64 61 2c 20 52 2e 20 4f 2e 2c 20 48 61 72 74 2c 20 50 2e 20 45 2e 2c 20 | ..[2].Duda,.R..O.,.Hart,.P..E.,. |
| 9b640 | 61 6e 64 20 53 74 6f 72 6b 2c 20 44 2e 20 47 2e 2c 20 22 50 61 74 74 65 72 6e 0a 20 20 20 20 20 | and.Stork,.D..G.,."Pattern...... |
| 9b660 | 20 20 20 20 20 20 20 20 20 20 43 6c 61 73 73 69 66 69 63 61 74 69 6f 6e 2c 22 20 32 6e 64 20 65 | ..........Classification,".2nd.e |
| 9b680 | 64 2e 2c 20 4e 65 77 20 59 6f 72 6b 3a 20 57 69 6c 65 79 2c 20 32 30 30 31 2e 0a 0a 20 20 20 20 | d.,.New.York:.Wiley,.2001....... |
| 9b6a0 | 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 | ....Examples.........--------... |
| 9b6c0 | 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 6e 20 3d 20 28 31 2c 20 32 29 0a 20 20 20 20 20 20 20 20 | ......>>>.mean.=.(1,.2)......... |
| 9b6e0 | 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31 2c 20 30 5d 2c 20 5b 30 2c 20 31 5d 5d 0a 20 20 20 20 20 | >>>.cov.=.[[1,.0],.[0,.1]]...... |
| 9b700 | 20 20 20 3e 3e 3e 20 72 6e 67 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 | ...>>>.rng.=.np.random.default_r |
| 9b720 | 6e 67 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 72 6e 67 2e 6d 75 6c 74 69 76 61 | ng().........>>>.x.=.rng.multiva |
| 9b740 | 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 29 0a | riate_normal(mean,.cov,.(3,.3)). |
| 9b760 | 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2e 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 | ........>>>.x.shape.........(3,. |
| 9b780 | 33 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 57 65 20 63 61 6e 20 75 73 65 20 61 20 64 69 66 66 | 3,.2)..........We.can.use.a.diff |
| 9b7a0 | 65 72 65 6e 74 20 6d 65 74 68 6f 64 20 6f 74 68 65 72 20 74 68 61 6e 20 74 68 65 20 64 65 66 61 | erent.method.other.than.the.defa |
| 9b7c0 | 75 6c 74 20 74 6f 20 66 61 63 74 6f 72 69 7a 65 20 63 6f 76 3a 0a 0a 20 20 20 20 20 20 20 20 3e | ult.to.factorize.cov:..........> |
| 9b7e0 | 3e 3e 20 79 20 3d 20 72 6e 67 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d | >>.y.=.rng.multivariate_normal(m |
| 9b800 | 65 61 6e 2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 2c 20 6d 65 74 68 6f 64 3d 27 63 68 6f 6c 65 73 | ean,.cov,.(3,.3),.method='choles |
| 9b820 | 6b 79 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 2e 73 68 61 70 65 0a 20 20 20 20 20 20 20 | ky').........>>>.y.shape........ |
| 9b840 | 20 28 33 2c 20 33 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 6f 6c 6c 6f 77 69 6e | .(3,.3,.2)..........The.followin |
| 9b860 | 67 20 69 73 20 70 72 6f 62 61 62 6c 79 20 74 72 75 65 2c 20 67 69 76 65 6e 20 74 68 61 74 20 30 | g.is.probably.true,.given.that.0 |
| 9b880 | 2e 36 20 69 73 20 72 6f 75 67 68 6c 79 20 74 77 69 63 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 | .6.is.roughly.twice.the......... |
| 9b8a0 | 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e | standard.deviation:..........>>> |
| 9b8c0 | 20 6c 69 73 74 28 28 78 5b 30 2c 30 2c 3a 5d 20 2d 20 6d 65 61 6e 29 20 3c 20 30 2e 36 29 0a 20 | .list((x[0,0,:].-.mean).<.0.6).. |
| 9b8e0 | 20 20 20 20 20 20 20 5b 54 72 75 65 2c 20 54 72 75 65 5d 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 | .......[True,.True].#.random.... |
| 9b900 | 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 f8 c4 07 80 01 00 00 00 30 13 02 80 01 00 00 00 | ........................0....... |
| 9b920 | 48 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 98 cb 07 80 01 00 00 00 50 0e 02 80 01 00 00 00 | H.......................P....... |
| 9b940 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 b0 cb 07 80 01 00 00 00 50 0d 02 80 01 00 00 00 | ........................P....... |
| 9b960 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9b980 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 18 cd 07 80 01 00 00 00 a0 90 01 80 01 00 00 00 | ................................ |
| 9b9a0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 30 cd 07 80 01 00 00 00 a0 8f 01 80 01 00 00 00 | ................0............... |
| 9b9c0 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9b9e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 48 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | ................Hw.......y...... |
| 9ba00 | 00 00 00 00 00 00 00 00 ff ff ff ff ff ff ff ff a8 79 0a 80 01 00 00 00 80 74 0a 80 01 00 00 00 | .................y.......t...... |
| 9ba20 | d8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 78 74 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | .y..............xt.......y...... |
| 9ba40 | 00 00 00 00 00 00 00 00 61 6e 20 69 6e 74 65 67 65 72 20 69 73 20 72 65 71 75 69 72 65 64 00 00 | ........an.integer.is.required.. |
| 9ba60 | 58 7e 0a 80 01 00 00 00 18 81 0a 80 01 00 00 00 78 7e 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | X~..............x~.............. |
| 9ba80 | 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 50 cd 07 80 01 00 00 00 | ........................P....... |
| 9baa0 | 90 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 10 4d 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | .................M.............. |
| 9bac0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bae0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bb00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bb20 | 00 00 00 00 00 00 00 00 00 44 04 00 00 00 00 00 80 cd 07 80 01 00 00 00 80 4c 01 80 01 00 00 00 | .........D...............L...... |
| 9bb40 | 80 4b 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .K.............................. |
| 9bb60 | 00 00 00 00 00 00 00 00 90 cf 09 80 01 00 00 00 00 00 00 00 00 00 00 00 f0 50 09 80 01 00 00 00 | .........................P...... |
| 9bb80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bba0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 e0 4d 01 80 01 00 00 00 | .........................M...... |
| 9bbc0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bbe0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bc00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 69 6e 74 00 00 00 00 00 | ........................int..... |
| 9bc20 | 50 7a 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 25 2e 32 30 30 73 20 64 | Pz.......y..............%.200s.d |
| 9bc40 | 6f 65 73 20 6e 6f 74 20 65 78 70 6f 72 74 20 65 78 70 65 63 74 65 64 20 43 20 66 75 6e 63 74 69 | oes.not.export.expected.C.functi |
| 9bc60 | 6f 6e 20 25 2e 32 30 30 73 00 00 00 00 00 00 00 50 80 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | on.%.200s.......P........y...... |
| 9bc80 | 00 00 00 00 00 00 00 00 25 2e 32 30 30 73 20 64 6f 65 73 20 6e 6f 74 20 65 78 70 6f 72 74 20 65 | ........%.200s.does.not.export.e |
| 9bca0 | 78 70 65 63 74 65 64 20 43 20 76 61 72 69 61 62 6c 65 20 25 2e 32 30 30 73 00 00 00 00 00 00 00 | xpected.C.variable.%.200s....... |
| 9bcc0 | 48 7b 0a 80 01 00 00 00 48 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | H{......Hw.......y.............. |
| 9bce0 | a8 79 0a 80 01 00 00 00 80 74 0a 80 01 00 00 00 a8 7a 0a 80 01 00 00 00 d8 79 0a 80 01 00 00 00 | .y.......t.......z.......y...... |
| 9bd00 | 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 00 | ........numpy.random._generator. |
| 9bd20 | a0 74 0a 80 01 00 00 00 78 7f 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 25 64 2e 25 64 00 00 00 | .t......x...............%d.%d... |
| 9bd40 | 08 7c 0a 80 01 00 00 00 90 7b 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .|.......{.......y.............. |
| 9bd60 | e8 77 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.............................. |
| 9bd80 | 00 00 00 00 00 00 00 00 20 cc 07 80 01 00 00 00 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bda0 | a0 58 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .X.............................. |
| 9bdc0 | 00 00 00 00 00 00 00 00 60 09 02 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........`....................... |
| 9bde0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9be00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 44 04 00 00 00 00 00 | .........................D...... |
| 9be20 | 00 00 00 00 00 00 00 00 70 58 01 80 01 00 00 00 30 58 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | ........pX......0X.............. |
| 9be40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 e0 5c 08 80 01 00 00 00 | .........................\...... |
| 9be60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9be80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 c0 09 02 80 01 00 00 00 | ................................ |
| 9bea0 | 00 00 00 00 00 00 00 00 20 59 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........Y...................... |
| 9bec0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bee0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9bf00 | 00 00 00 00 00 00 00 00 63 61 6e 27 74 20 63 6f 6e 76 65 72 74 20 6e 65 67 61 74 69 76 65 20 76 | ........can't.convert.negative.v |
| 9bf20 | 61 6c 75 65 20 74 6f 20 73 69 7a 65 5f 74 00 00 50 7b 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | alue.to.size_t..P{.............. |
| 9bf40 | a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 78 74 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | .y..............xt.......y...... |
| 9bf60 | 00 00 00 00 00 00 00 00 73 00 00 00 00 00 00 00 48 7b 0a 80 01 00 00 00 48 77 0a 80 01 00 00 00 | ........s.......H{......Hw...... |
| 9bf80 | a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 e8 78 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | .y...............x.......y...... |
| 9bfa0 | 80 74 0a 80 01 00 00 00 d8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 73 00 00 00 00 00 00 00 | .t.......y..............s....... |
| 9bfc0 | 40 c1 07 80 01 00 00 00 00 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | @............................... |
| 9bfe0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c000 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 55 01 00 00 | ............................U... |
| 9c020 | 00 00 00 00 00 00 00 00 42 75 66 66 65 72 20 69 73 20 6e 6f 74 20 69 6e 64 69 72 65 63 74 6c 79 | ........Buffer.is.not.indirectly |
| 9c040 | 20 61 63 63 65 73 73 69 62 6c 65 20 69 6e 20 64 69 6d 65 6e 73 69 6f 6e 20 25 64 2e 00 00 00 00 | .accessible.in.dimension.%d..... |
| 9c060 | a8 79 0a 80 01 00 00 00 80 74 0a 80 01 00 00 00 d8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .y.......t.......y.............. |
| 9c080 | e0 79 0a 80 01 00 00 00 c8 7f 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 a8 7a 0a 80 01 00 00 00 | .y...............y.......z...... |
| 9c0a0 | 00 00 00 00 00 00 00 00 43 2d 63 6f 6e 74 69 67 75 6f 75 73 20 62 75 66 66 65 72 20 69 73 20 6e | ........C-contiguous.buffer.is.n |
| 9c0c0 | 6f 74 20 69 6e 64 69 72 65 63 74 20 69 6e 20 64 69 6d 65 6e 73 69 6f 6e 20 25 64 00 00 00 00 00 | ot.indirect.in.dimension.%d..... |
| 9c0e0 | 78 80 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 18 75 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | x................u.......y...... |
| 9c100 | 00 00 00 00 00 00 00 00 43 2d 63 6f 6e 74 69 67 75 6f 75 73 20 62 75 66 66 65 72 20 69 73 20 6e | ........C-contiguous.buffer.is.n |
| 9c120 | 6f 74 20 63 6f 6e 74 69 67 75 6f 75 73 20 69 6e 20 64 69 6d 65 6e 73 69 6f 6e 20 25 64 00 00 00 | ot.contiguous.in.dimension.%d... |
| 9c140 | 78 74 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 42 75 66 66 65 72 20 69 | xt.......y..............Buffer.i |
| 9c160 | 73 20 6e 6f 74 20 69 6e 64 69 72 65 63 74 6c 79 20 63 6f 6e 74 69 67 75 6f 75 73 20 69 6e 20 64 | s.not.indirectly.contiguous.in.d |
| 9c180 | 69 6d 65 6e 73 69 6f 6e 20 25 64 2e 00 00 00 00 78 74 0a 80 01 00 00 00 f8 7b 0a 80 01 00 00 00 | imension.%d.....xt.......{...... |
| 9c1a0 | a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 80 7f 0a 80 01 00 00 00 c8 74 0a 80 01 00 00 00 | .y.......................t...... |
| 9c1c0 | a8 79 0a 80 01 00 00 00 90 7c 0a 80 01 00 00 00 28 75 0a 80 01 00 00 00 a8 7a 0a 80 01 00 00 00 | .y.......|......(u.......z...... |
| 9c1e0 | 00 00 00 00 00 00 00 00 45 78 70 65 63 74 65 64 20 25 64 20 64 69 6d 65 6e 73 69 6f 6e 28 73 29 | ........Expected.%d.dimension(s) |
| 9c200 | 2c 20 67 6f 74 20 25 64 00 00 00 00 00 00 00 00 18 75 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | ,.got.%d.........u.......y...... |
| 9c220 | 00 00 00 00 00 00 00 00 42 75 66 66 65 72 20 64 74 79 70 65 20 6d 69 73 6d 61 74 63 68 2c 20 65 | ........Buffer.dtype.mismatch,.e |
| 9c240 | 78 70 65 63 74 65 64 20 25 73 25 73 25 73 20 62 75 74 20 67 6f 74 20 25 73 00 00 00 00 00 00 00 | xpected.%s%s%s.but.got.%s....... |
| 9c260 | 48 7b 0a 80 01 00 00 00 48 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | H{......Hw.......y.............. |
| 9c280 | 48 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 27 00 00 00 00 00 00 00 | Hw.......y..............'....... |
| 9c2a0 | 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 d0 cb 07 80 01 00 00 00 | ................................ |
| 9c2c0 | 70 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 a0 5c 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | p................\.............. |
| 9c2e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c300 | 00 00 00 00 00 00 00 00 20 d3 07 80 01 00 00 00 58 ed 07 80 01 00 00 00 00 00 00 00 00 00 00 00 | ................X............... |
| 9c320 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 d0 59 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | .................Y.............. |
| 9c340 | 50 24 08 80 01 00 00 00 00 04 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | P$.............................. |
| 9c360 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c380 | 00 00 00 00 00 00 00 00 10 cf 09 80 01 00 00 00 00 00 00 00 00 00 00 00 00 6d 08 80 01 00 00 00 | .........................m...... |
| 9c3a0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c3c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 40 5e 01 80 01 00 00 00 | ........................@^...... |
| 9c3e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c400 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c420 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 65 6e 64 00 00 00 00 00 | ........................end..... |
| 9c440 | 18 75 0a 80 01 00 00 00 18 7f 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .u...............y.............. |
| 9c460 | 60 7f 0a 80 01 00 00 00 90 7d 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 80 74 0a 80 01 00 00 00 | `........}.......y.......t...... |
| 9c480 | 48 75 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 70 78 0a 80 01 00 00 00 28 7e 0a 80 01 00 00 00 | Hu..............px......(~...... |
| 9c4a0 | c8 7f 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 65 6e 64 00 00 00 00 00 | .........y..............end..... |
| 9c4c0 | 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 f0 cc 07 80 01 00 00 00 | ................................ |
| 9c4e0 | a8 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 b0 55 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | .................U.............. |
| 9c500 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 c0 c7 01 80 01 00 00 00 | ................................ |
| 9c520 | 00 00 00 00 00 00 00 00 f0 b7 08 80 01 00 00 00 c8 cd 07 80 01 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c540 | 00 00 00 00 00 00 00 00 c0 c5 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c560 | 50 6d 08 80 01 00 00 00 00 44 04 00 00 00 00 00 00 00 00 00 00 00 00 00 30 55 01 80 01 00 00 00 | Pm.......D..............0U...... |
| 9c580 | 70 54 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | pT.............................. |
| 9c5a0 | 00 00 00 00 00 00 00 00 30 77 09 80 01 00 00 00 00 00 00 00 00 00 00 00 40 5d 08 80 01 00 00 00 | ........0w..............@]...... |
| 9c5c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c5e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 40 57 01 80 01 00 00 00 | ........................@W...... |
| 9c600 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c620 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c640 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 27 63 6f 6d 70 6c 65 78 | ........................'complex |
| 9c660 | 20 6c 6f 6e 67 20 64 6f 75 62 6c 65 27 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .long.double'................... |
| 9c680 | 00 00 00 00 00 00 00 00 d0 c4 07 80 01 00 00 00 d0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c6a0 | b0 60 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .`.............................. |
| 9c6c0 | 00 00 00 00 00 00 00 00 00 e0 04 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c6e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 60 dd 04 80 01 00 00 00 | ........................`....... |
| 9c700 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 44 04 00 00 00 00 00 | .........................D...... |
| 9c720 | 10 c5 07 80 01 00 00 00 50 60 01 80 01 00 00 00 d0 5f 01 80 01 00 00 00 00 00 00 00 00 00 00 00 | ........P`......._.............. |
| 9c740 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 70 1e 08 80 01 00 00 00 | ........................p....... |
| 9c760 | 00 00 00 00 00 00 00 00 c0 11 08 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c780 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 f0 e1 04 80 01 00 00 00 | ................................ |
| 9c7a0 | 00 00 00 00 00 00 00 00 50 61 01 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........Pa...................... |
| 9c7c0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c7e0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c800 | 00 00 00 00 00 00 00 00 27 63 6f 6d 70 6c 65 78 20 64 6f 75 62 6c 65 27 00 00 00 00 00 00 00 00 | ........'complex.double'........ |
| 9c820 | e8 7b 0a 80 01 00 00 00 28 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .{......(w.......y.............. |
| 9c840 | 50 c1 07 80 01 00 00 00 f0 2f 02 80 01 00 00 00 03 00 00 00 00 00 00 00 a0 de 08 80 01 00 00 00 | P......../...................... |
| 9c860 | 48 7b 0a 80 01 00 00 00 48 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | H{......Hw.......y.............. |
| 9c880 | 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c8a0 | 00 00 00 00 00 00 00 00 b8 cd 07 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9c8c0 | 90 7e 0a 80 01 00 00 00 38 1e 08 80 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .~......8....................... |
| 9c8e0 | 00 00 00 00 00 00 00 00 27 66 6c 6f 61 74 27 00 80 7f 0a 80 01 00 00 00 48 77 0a 80 01 00 00 00 | ........'float'.........Hw...... |
| 9c900 | a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 88 7b 0a 80 01 00 00 00 48 76 0a 80 01 00 00 00 | .y...............{......Hv...... |
| 9c920 | a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 e8 7b 0a 80 01 00 00 00 50 7a 0a 80 01 00 00 00 | .y...............{......Pz...... |
| 9c940 | a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 e8 78 0a 80 01 00 00 00 88 7d 0a 80 01 00 00 00 | .y...............x.......}...... |
| 9c960 | 08 78 0a 80 01 00 00 00 b0 80 0a 80 01 00 00 00 e8 7d 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .x...............}.............. |
| 9c980 | e8 7b 0a 80 01 00 00 00 50 7a 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .{......Pz.......y.............. |
| 9c9a0 | e8 78 0a 80 01 00 00 00 48 77 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .x......Hw.......y.............. |
| 9c9c0 | 60 7f 0a 80 01 00 00 00 90 7d 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | `........}.......y.............. |
| 9c9e0 | 70 77 0a 80 01 00 00 00 e8 75 0a 80 01 00 00 00 c8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | pw.......u.......y.............. |
| 9ca00 | 08 7c 0a 80 01 00 00 00 90 7b 0a 80 01 00 00 00 18 7f 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | .|.......{...............y...... |
| 9ca20 | 00 00 00 00 00 00 00 00 27 75 6e 73 69 67 6e 65 64 20 6c 6f 6e 67 20 6c 6f 6e 67 27 00 00 00 00 | ........'unsigned.long.long'.... |
| 9ca40 | d0 80 0a 80 01 00 00 00 3c 6e 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........<n...................... |
| 9ca60 | 01 00 00 00 00 00 00 00 e0 7a 0a 80 01 00 00 00 18 d0 06 80 01 00 00 00 08 00 00 00 00 00 00 00 | .........z...................... |
| 9ca80 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 78 75 0a 80 01 00 00 00 c0 47 06 80 01 00 00 00 | ................xu.......G...... |
| 9caa0 | 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 80 75 0a 80 01 00 00 00 | .........................u...... |
| 9cac0 | 1c 7d 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | .}.............................. |
| 9cae0 | 08 7d 0a 80 01 00 00 00 ec cc 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.............................. |
| 9cb00 | 00 01 01 00 00 00 00 00 20 78 0a 80 01 00 00 00 70 a6 06 80 01 00 00 00 33 00 00 00 00 00 00 00 | .........x......p.......3....... |
| 9cb20 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 c0 7a 0a 80 01 00 00 00 08 3c 07 80 01 00 00 00 | .................z.......<...... |
| 9cb40 | 24 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 20 75 0a 80 01 00 00 00 | $........................u...... |
| 9cb60 | 80 99 06 80 01 00 00 00 37 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 | ........7....................... |
| 9cb80 | 68 79 0a 80 01 00 00 00 68 7d 05 80 01 00 00 00 26 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | hy......h}......&............... |
| 9cba0 | 00 01 00 00 00 00 00 00 40 76 0a 80 01 00 00 00 60 47 06 80 01 00 00 00 3d 00 00 00 00 00 00 00 | ........@v......`G......=....... |
| 9cbc0 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 08 77 0a 80 01 00 00 00 d0 1a 06 80 01 00 00 00 | .................w.............. |
| 9cbe0 | 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 10 7f 0a 80 01 00 00 00 | ................................ |
| 9cc00 | 50 03 07 80 01 00 00 00 42 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | P.......B....................... |
| 9cc20 | b8 7e 0a 80 01 00 00 00 70 8f 06 80 01 00 00 00 09 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .~......p....................... |
| 9cc40 | 01 00 00 00 00 00 00 00 00 7c 0a 80 01 00 00 00 e0 3b 07 80 01 00 00 00 09 00 00 00 00 00 00 00 | .........|.......;.............. |
| 9cc60 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 f0 7b 0a 80 01 00 00 00 a8 b1 05 80 01 00 00 00 | .................{.............. |
| 9cc80 | 23 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 38 76 0a 80 01 00 00 00 | #.......................8v...... |
| 9cca0 | 38 7d 05 80 01 00 00 00 26 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | 8}......&....................... |
| 9ccc0 | 98 77 0a 80 01 00 00 00 00 ad 06 80 01 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.............................. |
| 9cce0 | 00 01 01 00 00 00 00 00 d0 79 0a 80 01 00 00 00 f8 b0 05 80 01 00 00 00 1f 00 00 00 00 00 00 00 | .........y...................... |
| 9cd00 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 f8 78 0a 80 01 00 00 00 a8 15 06 80 01 00 00 00 | .................x.............. |
| 9cd20 | 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 f8 74 0a 80 01 00 00 00 | .........................t...... |
| 9cd40 | e8 20 06 80 01 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ................................ |
| 9cd60 | 70 75 0a 80 01 00 00 00 98 c1 05 80 01 00 00 00 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | pu.............................. |
| 9cd80 | 01 00 00 00 00 00 00 00 90 78 0a 80 01 00 00 00 90 cf 06 80 01 00 00 00 20 00 00 00 00 00 00 00 | .........x...................... |
| 9cda0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 f0 75 0a 80 01 00 00 00 88 48 05 80 01 00 00 00 | .................u.......H...... |
| 9cdc0 | 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 80 7e 0a 80 01 00 00 00 | .........................~...... |
| 9cde0 | 70 cf 06 80 01 00 00 00 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | p............................... |
| 9ce00 | d0 77 0a 80 01 00 00 00 88 15 06 80 01 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.............................. |
| 9ce20 | 01 00 00 00 00 00 00 00 50 7e 0a 80 01 00 00 00 78 6a 05 80 01 00 00 00 1d 00 00 00 00 00 00 00 | ........P~......xj.............. |
| 9ce40 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 d8 80 0a 80 01 00 00 00 e0 f4 05 80 01 00 00 00 | ................................ |
| 9ce60 | 25 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 40 7a 0a 80 01 00 00 00 | %.......................@z...... |
| 9ce80 | 20 7b 05 80 01 00 00 00 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .{.............................. |
| 9cea0 | e0 7b 0a 80 01 00 00 00 e0 e7 05 80 01 00 00 00 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{.............................. |
| 9cec0 | 01 00 00 00 00 00 00 00 c0 75 0a 80 01 00 00 00 40 b3 05 80 01 00 00 00 1f 00 00 00 00 00 00 00 | .........u......@............... |
| 9cee0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 20 7f 0a 80 01 00 00 00 38 e6 06 80 01 00 00 00 | ........................8....... |
| 9cf00 | 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 58 76 0a 80 01 00 00 00 | ........................Xv...... |
| 9cf20 | 20 7c 05 80 01 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .|.............................. |
| 9cf40 | e8 7c 0a 80 01 00 00 00 18 2a 06 80 01 00 00 00 22 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.......*......"............... |
| 9cf60 | 01 00 00 00 00 00 00 00 e0 7d 0a 80 01 00 00 00 28 a6 06 80 01 00 00 00 32 00 00 00 00 00 00 00 | .........}......(.......2....... |
| 9cf80 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 98 7f 0a 80 01 00 00 00 e8 7c 05 80 01 00 00 00 | .........................|...... |
| 9cfa0 | 2a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 b8 77 0a 80 01 00 00 00 | *........................w...... |
| 9cfc0 | 20 ee 06 80 01 00 00 00 28 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ........(....................... |
| 9cfe0 | b0 7d 0a 80 01 00 00 00 18 cd 05 80 01 00 00 00 2b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}..............+............... |
| 9d000 | 01 00 00 00 00 00 00 00 68 78 0a 80 01 00 00 00 48 cd 05 80 01 00 00 00 23 00 00 00 00 00 00 00 | ........hx......H.......#....... |
| 9d020 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 81 0a 80 01 00 00 00 98 7c 05 80 01 00 00 00 | .........................|...... |
| 9d040 | 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 e0 74 0a 80 01 00 00 00 | .........................t...... |
| 9d060 | 48 1b 06 80 01 00 00 00 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | H............................... |
| 9d080 | 88 76 0a 80 01 00 00 00 a0 a5 06 80 01 00 00 00 22 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .v.............."............... |
| 9d0a0 | 01 00 00 00 00 00 00 00 70 76 0a 80 01 00 00 00 80 b1 05 80 01 00 00 00 1f 00 00 00 00 00 00 00 | ........pv...................... |
| 9d0c0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a8 77 0a 80 01 00 00 00 88 c3 06 80 01 00 00 00 | .................w.............. |
| 9d0e0 | 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 d8 7a 0a 80 01 00 00 00 | .........................z...... |
| 9d100 | 20 15 06 80 01 00 00 00 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ................................ |
| 9d120 | 98 80 0a 80 01 00 00 00 68 e6 06 80 01 00 00 00 1c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........h....................... |
| 9d140 | 01 00 00 00 00 00 00 00 b8 7b 0a 80 01 00 00 00 d8 8e 06 80 01 00 00 00 1f 00 00 00 00 00 00 00 | .........{...................... |
| 9d160 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 30 81 0a 80 01 00 00 00 d0 03 07 80 01 00 00 00 | ................0............... |
| 9d180 | 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 68 7a 0a 80 01 00 00 00 | ........................hz...... |
| 9d1a0 | c8 6e 06 80 01 00 00 00 26 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .n......&....................... |
| 9d1c0 | 48 79 0a 80 01 00 00 00 c8 48 05 80 01 00 00 00 2a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Hy.......H......*............... |
| 9d1e0 | 01 00 00 00 00 00 00 00 b8 7d 0a 80 01 00 00 00 e0 ad 06 80 01 00 00 00 25 00 00 00 00 00 00 00 | .........}..............%....... |
| 9d200 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 10 7c 0a 80 01 00 00 00 40 7c 05 80 01 00 00 00 | .................|......@|...... |
| 9d220 | 25 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 98 79 0a 80 01 00 00 00 | %........................y...... |
| 9d240 | 00 b3 05 80 01 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ........!....................... |
| 9d260 | 40 7c 0a 80 01 00 00 00 40 16 06 80 01 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | @|......@.......!............... |
| 9d280 | 01 00 00 00 00 00 00 00 70 7d 0a 80 01 00 00 00 20 b9 06 80 01 00 00 00 1d 00 00 00 00 00 00 00 | ........p}...................... |
| 9d2a0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 08 7e 0a 80 01 00 00 00 d0 ed 06 80 01 00 00 00 | .................~.............. |
| 9d2c0 | 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 60 7c 0a 80 01 00 00 00 | ........................`|...... |
| 9d2e0 | 18 04 07 80 01 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ................................ |
| 9d300 | c8 7a 0a 80 01 00 00 00 40 2a 06 80 01 00 00 00 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .z......@*...................... |
| 9d320 | 01 00 00 00 00 00 00 00 b0 75 0a 80 01 00 00 00 70 cd 05 80 01 00 00 00 1b 00 00 00 00 00 00 00 | .........u......p............... |
| 9d340 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 c0 76 0a 80 01 00 00 00 48 a7 05 80 01 00 00 00 | .................v......H....... |
| 9d360 | 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 48 7d 0a 80 01 00 00 00 | ........................H}...... |
| 9d380 | 10 ef 06 80 01 00 00 00 4c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 | ........L....................... |
| 9d3a0 | 48 74 0a 80 01 00 00 00 08 6e 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Ht.......n...................... |
| 9d3c0 | 00 01 01 00 00 00 00 00 78 78 0a 80 01 00 00 00 70 7c 05 80 01 00 00 00 22 00 00 00 00 00 00 00 | ........xx......p|......"....... |
| 9d3e0 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 e0 7c 0a 80 01 00 00 00 30 b2 05 80 01 00 00 00 | .................|......0....... |
| 9d400 | 5b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 7a 0a 80 01 00 00 00 | [........................z...... |
| 9d420 | c8 15 06 80 01 00 00 00 3f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ........?....................... |
| 9d440 | 50 76 0a 80 01 00 00 00 d0 ee 06 80 01 00 00 00 30 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Pv..............0............... |
| 9d460 | 00 01 00 00 00 00 00 00 90 76 0a 80 01 00 00 00 10 cf 06 80 01 00 00 00 1e 00 00 00 00 00 00 00 | .........v...................... |
| 9d480 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 48 7f 0a 80 01 00 00 00 9c b0 05 80 01 00 00 00 | ................H............... |
| 9d4a0 | 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 a8 80 0a 80 01 00 00 00 | ................................ |
| 9d4c0 | b8 99 06 80 01 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9d4e0 | a0 77 0a 80 01 00 00 00 08 a6 06 80 01 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.............................. |
| 9d500 | 00 01 00 00 00 00 00 00 f8 7c 0a 80 01 00 00 00 c0 f4 05 80 01 00 00 00 1a 00 00 00 00 00 00 00 | .........|...................... |
| 9d520 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 f8 75 0a 80 01 00 00 00 98 d5 05 80 01 00 00 00 | .................u.............. |
| 9d540 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a8 7c 0a 80 01 00 00 00 | .........................|...... |
| 9d560 | b8 ed 06 80 01 00 00 00 14 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9d580 | 78 7d 0a 80 01 00 00 00 94 7c 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | x}.......|...................... |
| 9d5a0 | 00 00 01 00 00 00 00 00 38 7d 0a 80 01 00 00 00 d0 2a 06 80 01 00 00 00 29 00 00 00 00 00 00 00 | ........8}.......*......)....... |
| 9d5c0 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 20 80 0a 80 01 00 00 00 a0 03 07 80 01 00 00 00 | ................................ |
| 9d5e0 | 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 28 76 0a 80 01 00 00 00 | ........................(v...... |
| 9d600 | e0 cf 06 80 01 00 00 00 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9d620 | 00 7d 0a 80 01 00 00 00 5c d0 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}......\....................... |
| 9d640 | 00 01 01 00 00 00 00 00 78 76 0a 80 01 00 00 00 10 b9 06 80 01 00 00 00 0c 00 00 00 00 00 00 00 | ........xv...................... |
| 9d660 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d8 7c 0a 80 01 00 00 00 20 0d 07 80 01 00 00 00 | .................|.............. |
| 9d680 | 8c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 60 80 0a 80 01 00 00 00 | ........................`....... |
| 9d6a0 | 30 3c 07 80 01 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | 0<.............................. |
| 9d6c0 | 40 81 0a 80 01 00 00 00 b0 55 05 80 01 00 00 00 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | @........U...................... |
| 9d6e0 | 00 01 01 00 00 00 00 00 28 7d 0a 80 01 00 00 00 a8 b2 05 80 01 00 00 00 09 00 00 00 00 00 00 00 | ........(}...................... |
| 9d700 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 10 7a 0a 80 01 00 00 00 f4 b0 05 80 01 00 00 00 | .................z.............. |
| 9d720 | 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 28 78 0a 80 01 00 00 00 | ........................(x...... |
| 9d740 | 58 e6 06 80 01 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | X............................... |
| 9d760 | f0 79 0a 80 01 00 00 00 a0 b0 05 80 01 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y..............!............... |
| 9d780 | 00 01 00 00 00 00 00 00 58 7c 0a 80 01 00 00 00 40 48 05 80 01 00 00 00 22 00 00 00 00 00 00 00 | ........X|......@H......"....... |
| 9d7a0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 58 7d 0a 80 01 00 00 00 88 1b 06 80 01 00 00 00 | ................X}.............. |
| 9d7c0 | 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 20 7e 0a 80 01 00 00 00 | .........................~...... |
| 9d7e0 | f0 ed 06 80 01 00 00 00 2e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ................................ |
| 9d800 | 10 7e 0a 80 01 00 00 00 30 cf 06 80 01 00 00 00 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .~......0.......)............... |
| 9d820 | 01 00 00 00 00 00 00 00 98 75 0a 80 01 00 00 00 50 3c 07 80 01 00 00 00 28 00 00 00 00 00 00 00 | .........u......P<......(....... |
| 9d840 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 38 7e 0a 80 01 00 00 00 c0 1a 06 80 01 00 00 00 | ................8~.............. |
| 9d860 | 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 f8 77 0a 80 01 00 00 00 | .........................w...... |
| 9d880 | 58 e8 05 80 01 00 00 00 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | X............................... |
| 9d8a0 | d8 74 0a 80 01 00 00 00 78 f4 05 80 01 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t......x....................... |
| 9d8c0 | 00 01 01 00 00 00 00 00 40 7b 0a 80 01 00 00 00 50 15 06 80 01 00 00 00 37 00 00 00 00 00 00 00 | ........@{......P.......7....... |
| 9d8e0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a0 75 0a 80 01 00 00 00 10 8f 06 80 01 00 00 00 | .................u.............. |
| 9d900 | 46 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 30 79 0a 80 01 00 00 00 | F.......................0y...... |
| 9d920 | c4 48 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .H.............................. |
| 9d940 | b8 7f 0a 80 01 00 00 00 14 cd 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9d960 | 01 00 00 00 00 00 00 00 a0 76 0a 80 01 00 00 00 f4 b4 05 80 01 00 00 00 02 00 00 00 00 00 00 00 | .........v...................... |
| 9d980 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 60 78 0a 80 01 00 00 00 62 48 05 80 01 00 00 00 | ................`x......bH...... |
| 9d9a0 | 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 78 74 0a 80 01 00 00 00 | ........................xt...... |
| 9d9c0 | fc 48 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .H.............................. |
| 9d9e0 | 60 81 0a 80 01 00 00 00 fc 48 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | `........H...................... |
| 9da00 | 01 00 01 00 00 00 00 00 b0 76 0a 80 01 00 00 00 b8 ac 06 80 01 00 00 00 1c 00 00 00 00 00 00 00 | .........v...................... |
| 9da20 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 60 77 0a 80 01 00 00 00 f8 b4 05 80 01 00 00 00 | ................`w.............. |
| 9da40 | 2e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 18 7c 0a 80 01 00 00 00 | .........................|...... |
| 9da60 | b8 c1 05 80 01 00 00 00 39 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ........9....................... |
| 9da80 | 20 7c 0a 80 01 00 00 00 b0 cf 06 80 01 00 00 00 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|..............)............... |
| 9daa0 | 01 00 00 00 00 00 00 00 c0 80 0a 80 01 00 00 00 b4 48 05 80 01 00 00 00 04 00 00 00 00 00 00 00 | .................H.............. |
| 9dac0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 b0 7c 0a 80 01 00 00 00 34 7d 05 80 01 00 00 00 | .................|......4}...... |
| 9dae0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 50 81 0a 80 01 00 00 00 | ........................P....... |
| 9db00 | 08 1b 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9db20 | e8 7d 0a 80 01 00 00 00 08 c2 05 80 01 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.............................. |
| 9db40 | 00 01 01 00 00 00 00 00 50 80 0a 80 01 00 00 00 64 b0 05 80 01 00 00 00 06 00 00 00 00 00 00 00 | ........P.......d............... |
| 9db60 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d8 76 0a 80 01 00 00 00 00 e8 05 80 01 00 00 00 | .................v.............. |
| 9db80 | 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 70 79 0a 80 01 00 00 00 | ........................py...... |
| 9dba0 | 8c b2 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9dbc0 | 28 81 0a 80 01 00 00 00 fc c1 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | (............................... |
| 9dbe0 | 00 01 01 00 00 00 00 00 c8 7b 0a 80 01 00 00 00 cc e7 05 80 01 00 00 00 06 00 00 00 00 00 00 00 | .........{...................... |
| 9dc00 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 38 7a 0a 80 01 00 00 00 38 b3 05 80 01 00 00 00 | ................8z......8....... |
| 9dc20 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d8 7f 0a 80 01 00 00 00 | ................................ |
| 9dc40 | 68 b9 06 80 01 00 00 00 12 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | h............................... |
| 9dc60 | 68 80 0a 80 01 00 00 00 1c 6b 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | h........k...................... |
| 9dc80 | 00 01 01 00 00 00 00 00 50 7c 0a 80 01 00 00 00 d0 99 06 80 01 00 00 00 ca 00 00 00 00 00 00 00 | ........P|...................... |
| 9dca0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a8 78 0a 80 01 00 00 00 78 48 05 80 01 00 00 00 | .................x......xH...... |
| 9dcc0 | 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 80 79 0a 80 01 00 00 00 | .........................y...... |
| 9dce0 | 34 8c 05 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | 4............................... |
| 9dd00 | 78 7f 0a 80 01 00 00 00 4c 47 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | x.......LG...................... |
| 9dd20 | 00 01 01 00 00 00 00 00 f8 7b 0a 80 01 00 00 00 dc cc 05 80 01 00 00 00 02 00 00 00 00 00 00 00 | .........{...................... |
| 9dd40 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d0 7d 0a 80 01 00 00 00 dc cc 05 80 01 00 00 00 | .................}.............. |
| 9dd60 | 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 88 79 0a 80 01 00 00 00 | .........................y...... |
| 9dd80 | 78 3c 07 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | x<.............................. |
| 9dda0 | 20 7b 0a 80 01 00 00 00 40 8c 05 80 01 00 00 00 07 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{......@....................... |
| 9ddc0 | 01 00 00 00 00 00 00 00 78 80 0a 80 01 00 00 00 70 b1 05 80 01 00 00 00 0e 00 00 00 00 00 00 00 | ........x.......p............... |
| 9dde0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d0 76 0a 80 01 00 00 00 70 b1 05 80 01 00 00 00 | .................v......p....... |
| 9de00 | 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 a0 7d 0a 80 01 00 00 00 | .........................}...... |
| 9de20 | f8 8e 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9de40 | 68 77 0a 80 01 00 00 00 68 e8 05 80 01 00 00 00 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | hw......h.......)............... |
| 9de60 | 01 00 00 00 00 00 00 00 68 81 0a 80 01 00 00 00 60 b3 05 80 01 00 00 00 80 01 00 00 00 00 00 00 | ........h.......`............... |
| 9de80 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 e0 75 0a 80 01 00 00 00 54 7b 05 80 01 00 00 00 | .................u......T{...... |
| 9dea0 | 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 50 77 0a 80 01 00 00 00 | ........................Pw...... |
| 9dec0 | 54 7b 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | T{.............................. |
| 9dee0 | 88 7a 0a 80 01 00 00 00 40 15 06 80 01 00 00 00 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .z......@....................... |
| 9df00 | 00 01 01 00 00 00 00 00 b8 78 0a 80 01 00 00 00 40 15 06 80 01 00 00 00 08 00 00 00 00 00 00 00 | .........x......@............... |
| 9df20 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 50 7f 0a 80 01 00 00 00 78 1b 06 80 01 00 00 00 | ................P.......x....... |
| 9df40 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 90 7c 0a 80 01 00 00 00 | .........................|...... |
| 9df60 | 08 cd 05 80 01 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9df80 | 00 79 0a 80 01 00 00 00 a8 c3 06 80 01 00 00 00 34 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y..............4............... |
| 9dfa0 | 01 00 00 00 00 00 00 00 c8 78 0a 80 01 00 00 00 90 cd 05 80 01 00 00 00 06 08 00 00 00 00 00 00 | .........x...................... |
| 9dfc0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 b0 79 0a 80 01 00 00 00 20 6c 05 80 01 00 00 00 | .................y.......l...... |
| 9dfe0 | f6 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 10 76 0a 80 01 00 00 00 | .........................v...... |
| 9e000 | a0 48 05 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .H.............................. |
| 9e020 | 08 7b 0a 80 01 00 00 00 a0 48 05 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{.......H...................... |
| 9e040 | 01 00 01 00 00 00 00 00 38 7b 0a 80 01 00 00 00 08 04 07 80 01 00 00 00 0a 00 00 00 00 00 00 00 | ........8{...................... |
| 9e060 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 30 7b 0a 80 01 00 00 00 a8 6a 05 80 01 00 00 00 | ................0{.......j...... |
| 9e080 | 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 68 74 0a 80 01 00 00 00 | ........................ht...... |
| 9e0a0 | 98 6a 05 80 01 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .j.............................. |
| 9e0c0 | e0 79 0a 80 01 00 00 00 c4 6a 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y.......j...................... |
| 9e0e0 | 00 01 01 00 00 00 00 00 50 78 0a 80 01 00 00 00 d0 b1 05 80 01 00 00 00 54 00 00 00 00 00 00 00 | ........Px..............T....... |
| 9e100 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 48 7a 0a 80 01 00 00 00 78 b0 05 80 01 00 00 00 | ................Hz......x....... |
| 9e120 | 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 50 75 0a 80 01 00 00 00 | ........................Pu...... |
| 9e140 | b8 7c 05 80 01 00 00 00 1a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 | .|.............................. |
| 9e160 | e8 79 0a 80 01 00 00 00 40 ad 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y......@....................... |
| 9e180 | 00 01 01 00 00 00 00 00 88 7c 0a 80 01 00 00 00 f4 b2 05 80 01 00 00 00 07 00 00 00 00 00 00 00 | .........|...................... |
| 9e1a0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 08 80 0a 80 01 00 00 00 bc 6a 05 80 01 00 00 00 | .........................j...... |
| 9e1c0 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 20 7d 0a 80 01 00 00 00 | .........................}...... |
| 9e1e0 | c8 8e 06 80 01 00 00 00 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9e200 | c8 74 0a 80 01 00 00 00 d4 7c 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.......|...................... |
| 9e220 | 00 01 01 00 00 00 00 00 68 75 0a 80 01 00 00 00 78 ee 06 80 01 00 00 00 25 00 00 00 00 00 00 00 | ........hu......x.......%....... |
| 9e240 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 48 81 0a 80 01 00 00 00 20 47 06 80 01 00 00 00 | ................H........G...... |
| 9e260 | 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 b8 7a 0a 80 01 00 00 00 | )........................z...... |
| 9e280 | d4 cc 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9e2a0 | 00 75 0a 80 01 00 00 00 98 b9 06 80 01 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .u.............................. |
| 9e2c0 | 00 01 01 00 00 00 00 00 28 7c 0a 80 01 00 00 00 28 6b 05 80 01 00 00 00 18 00 00 00 00 00 00 00 | ........(|......(k.............. |
| 9e2e0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 18 75 0a 80 01 00 00 00 44 a7 05 80 01 00 00 00 | .................u......D....... |
| 9e300 | 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 48 78 0a 80 01 00 00 00 | ........................Hx...... |
| 9e320 | 44 a7 05 80 01 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | D............................... |
| 9e340 | 90 7b 0a 80 01 00 00 00 b4 b2 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{.............................. |
| 9e360 | 00 01 01 00 00 00 00 00 90 7f 0a 80 01 00 00 00 b4 b2 05 80 01 00 00 00 06 00 00 00 00 00 00 00 | ................................ |
| 9e380 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 08 7c 0a 80 01 00 00 00 fc 3b 07 80 01 00 00 00 | .................|.......;...... |
| 9e3a0 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 80 76 0a 80 01 00 00 00 | .........................v...... |
| 9e3c0 | fc 3b 07 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | .;.............................. |
| 9e3e0 | e0 80 0a 80 01 00 00 00 e0 cc 05 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9e400 | 00 01 01 00 00 00 00 00 88 7f 0a 80 01 00 00 00 e0 c3 06 80 01 00 00 00 30 0b 00 00 00 00 00 00 | ........................0....... |
| 9e420 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 70 7a 0a 80 01 00 00 00 6c cd 05 80 01 00 00 00 | ................pz......l....... |
| 9e440 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 00 80 0a 80 01 00 00 00 | ................................ |
| 9e460 | 6c 6a 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | lj.............................. |
| 9e480 | 80 74 0a 80 01 00 00 00 ec 3b 07 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.......;...................... |
| 9e4a0 | 00 01 01 00 00 00 00 00 c8 79 0a 80 01 00 00 00 18 1b 06 80 01 00 00 00 10 00 00 00 00 00 00 00 | .........y...................... |
| 9e4c0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 b0 78 0a 80 01 00 00 00 24 b1 05 80 01 00 00 00 | .................x......$....... |
| 9e4e0 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 18 7b 0a 80 01 00 00 00 | .........................{...... |
| 9e500 | 24 b1 05 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | $............................... |
| 9e520 | b8 80 0a 80 01 00 00 00 a4 b9 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9e540 | 00 01 01 00 00 00 00 00 f0 76 0a 80 01 00 00 00 90 b0 05 80 01 00 00 00 0b 00 00 00 00 00 00 00 | .........v...................... |
| 9e560 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 10 78 0a 80 01 00 00 00 ec b0 05 80 01 00 00 00 | .................x.............. |
| 9e580 | 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 48 75 0a 80 01 00 00 00 | ........................Hu...... |
| 9e5a0 | 00 8f 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9e5c0 | 28 80 0a 80 01 00 00 00 18 b1 05 80 01 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | (............................... |
| 9e5e0 | 00 01 01 00 00 00 00 00 f0 77 0a 80 01 00 00 00 c8 b2 05 80 01 00 00 00 0a 00 00 00 00 00 00 00 | .........w...................... |
| 9e600 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 68 7c 0a 80 01 00 00 00 cc 6a 05 80 01 00 00 00 | ................h|.......j...... |
| 9e620 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 10 79 0a 80 01 00 00 00 | .........................y...... |
| 9e640 | 2c 16 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ,............................... |
| 9e660 | 88 78 0a 80 01 00 00 00 44 5a 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .x......DZ...................... |
| 9e680 | 00 01 01 00 00 00 00 00 b0 7a 0a 80 01 00 00 00 a8 ee 06 80 01 00 00 00 09 00 00 00 00 00 00 00 | .........z...................... |
| 9e6a0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 88 80 0a 80 01 00 00 00 f0 39 06 80 01 00 00 00 | .........................9...... |
| 9e6c0 | 1e 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 10 75 0a 80 01 00 00 00 | .........................u...... |
| 9e6e0 | f4 ac 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9e700 | e8 75 0a 80 01 00 00 00 58 ad 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .u......X....................... |
| 9e720 | 00 01 01 00 00 00 00 00 70 7c 0a 80 01 00 00 00 a0 ee 06 80 01 00 00 00 08 00 00 00 00 00 00 00 | ........p|...................... |
| 9e740 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d0 7f 0a 80 01 00 00 00 a8 f4 05 80 01 00 00 00 | ................................ |
| 9e760 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 08 78 0a 80 01 00 00 00 | .........................x...... |
| 9e780 | d4 e7 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9e7a0 | a0 79 0a 80 01 00 00 00 00 49 05 80 01 00 00 00 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y.......I...................... |
| 9e7c0 | 00 01 01 00 00 00 00 00 90 80 0a 80 01 00 00 00 00 49 05 80 01 00 00 00 08 00 00 00 00 00 00 00 | .................I.............. |
| 9e7e0 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 38 78 0a 80 01 00 00 00 c4 50 06 80 01 00 00 00 | ................8x.......P...... |
| 9e800 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 18 7a 0a 80 01 00 00 00 | .........................z...... |
| 9e820 | 10 0a 06 80 01 00 00 00 09 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ................................ |
| 9e840 | f8 76 0a 80 01 00 00 00 80 b9 06 80 01 00 00 00 11 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .v.............................. |
| 9e860 | 00 01 01 00 00 00 00 00 38 79 0a 80 01 00 00 00 c0 55 05 80 01 00 00 00 0f 00 00 00 00 00 00 00 | ........8y.......U.............. |
| 9e880 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 c8 77 0a 80 01 00 00 00 c0 7b 06 80 01 00 00 00 | .................w.......{...... |
| 9e8a0 | 4b 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 38 7f 0a 80 01 00 00 00 | K.......................8....... |
| 9e8c0 | 48 ad 06 80 01 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | H............................... |
| 9e8e0 | 08 76 0a 80 01 00 00 00 a8 ad 06 80 01 00 00 00 36 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .v..............6............... |
| 9e900 | 00 01 00 00 00 00 00 00 30 75 0a 80 01 00 00 00 60 ad 06 80 01 00 00 00 08 00 00 00 00 00 00 00 | ........0u......`............... |
| 9e920 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 80 7a 0a 80 01 00 00 00 a0 d5 05 80 01 00 00 00 | .................z.............. |
| 9e940 | 29 12 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 08 75 0a 80 01 00 00 00 | )........................u...... |
| 9e960 | e0 b0 05 80 01 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9e980 | 90 7d 0a 80 01 00 00 00 18 c2 05 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.............................. |
| 9e9a0 | 00 01 01 00 00 00 00 00 30 7a 0a 80 01 00 00 00 f8 a6 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 | ........0z...................... |
| 9e9c0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 d8 7b 0a 80 01 00 00 00 90 7b 05 80 01 00 00 00 | .................{.......{...... |
| 9e9e0 | 26 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 38 7c 0a 80 01 00 00 00 | &.......................8|...... |
| 9ea00 | 80 3c 07 80 01 00 00 00 9f 12 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .<.............................. |
| 9ea20 | 00 7f 0a 80 01 00 00 00 fc cc 05 80 01 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9ea40 | 00 01 01 00 00 00 00 00 10 7d 0a 80 01 00 00 00 4c 7b 05 80 01 00 00 00 07 00 00 00 00 00 00 00 | .........}......L{.............. |
| 9ea60 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 b0 7b 0a 80 01 00 00 00 08 d0 06 80 01 00 00 00 | .................{.............. |
| 9ea80 | 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 50 79 0a 80 01 00 00 00 | ........................Py...... |
| 9eaa0 | b8 1b 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9eac0 | f8 79 0a 80 01 00 00 00 d4 ac 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y.............................. |
| 9eae0 | 00 01 01 00 00 00 00 00 40 74 0a 80 01 00 00 00 80 1b 06 80 01 00 00 00 06 00 00 00 00 00 00 00 | ........@t...................... |
| 9eb00 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 e8 80 0a 80 01 00 00 00 d4 47 06 80 01 00 00 00 | .........................G...... |
| 9eb20 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 08 81 0a 80 01 00 00 00 | ................................ |
| 9eb40 | 24 b3 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | $............................... |
| 9eb60 | b0 7e 0a 80 01 00 00 00 64 8f 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .~......d....................... |
| 9eb80 | 00 01 01 00 00 00 00 00 30 74 0a 80 01 00 00 00 08 21 06 80 01 00 00 00 09 00 00 00 00 00 00 00 | ........0t.......!.............. |
| 9eba0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 00 7e 0a 80 01 00 00 00 b0 0d 07 80 01 00 00 00 | .................~.............. |
| 9ebc0 | d4 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 78 77 0a 80 01 00 00 00 | ........................xw...... |
| 9ebe0 | c8 03 07 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9ec00 | 10 80 0a 80 01 00 00 00 58 6e 06 80 01 00 00 00 38 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........Xn......8............... |
| 9ec20 | 01 00 00 00 00 00 00 00 50 74 0a 80 01 00 00 00 88 2a 06 80 01 00 00 00 09 00 00 00 00 00 00 00 | ........Pt.......*.............. |
| 9ec40 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 78 7a 0a 80 01 00 00 00 2c b1 05 80 01 00 00 00 | ................xz......,....... |
| 9ec60 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 38 81 0a 80 01 00 00 00 | ........................8....... |
| 9ec80 | e0 b4 05 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9eca0 | 10 77 0a 80 01 00 00 00 b8 6e 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.......n...................... |
| 9ecc0 | 00 01 01 00 00 00 00 00 18 78 0a 80 01 00 00 00 f0 03 07 80 01 00 00 00 0b 00 00 00 00 00 00 00 | .........x...................... |
| 9ece0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 a8 7b 0a 80 01 00 00 00 08 ae 06 80 01 00 00 00 | .................{.............. |
| 9ed00 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 88 7d 0a 80 01 00 00 00 | .........................}...... |
| 9ed20 | 10 ad 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9ed40 | 40 78 0a 80 01 00 00 00 98 ac 06 80 01 00 00 00 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | @x.............................. |
| 9ed60 | 00 01 00 00 00 00 00 00 48 76 0a 80 01 00 00 00 54 a7 05 80 01 00 00 00 06 00 00 00 00 00 00 00 | ........Hv......T............... |
| 9ed80 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 20 76 0a 80 01 00 00 00 54 a7 05 80 01 00 00 00 | .................v......T....... |
| 9eda0 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 80 78 0a 80 01 00 00 00 | .........................x...... |
| 9edc0 | d4 b0 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9ede0 | 10 7b 0a 80 01 00 00 00 d4 b0 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{.............................. |
| 9ee00 | 01 00 01 00 00 00 00 00 08 7f 0a 80 01 00 00 00 10 82 06 80 01 00 00 00 a5 0c 00 00 00 00 00 00 | ................................ |
| 9ee20 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 80 80 0a 80 01 00 00 00 84 1a 07 80 01 00 00 00 | ................................ |
| 9ee40 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 e8 7a 0a 80 01 00 00 00 | .........................z...... |
| 9ee60 | 40 6b 05 80 01 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | @k.............................. |
| 9ee80 | 58 79 0a 80 01 00 00 00 48 ee 06 80 01 00 00 00 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Xy......H....................... |
| 9eea0 | 01 00 00 00 00 00 00 00 20 79 0a 80 01 00 00 00 48 9a 05 80 01 00 00 00 05 00 00 00 00 00 00 00 | .........y......H............... |
| 9eec0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 00 7b 0a 80 01 00 00 00 68 1b 06 80 01 00 00 00 | .................{......h....... |
| 9eee0 | 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 48 7b 0a 80 01 00 00 00 | ........................H{...... |
| 9ef00 | e4 7c 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .|.............................. |
| 9ef20 | 70 7e 0a 80 01 00 00 00 e4 7c 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | p~.......|...................... |
| 9ef40 | 01 00 01 00 00 00 00 00 68 7f 0a 80 01 00 00 00 94 2a 06 80 01 00 00 00 05 00 00 00 00 00 00 00 | ........h........*.............. |
| 9ef60 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 30 7c 0a 80 01 00 00 00 d8 7c 05 80 01 00 00 00 | ................0|.......|...... |
| 9ef80 | 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 68 76 0a 80 01 00 00 00 | ........................hv...... |
| 9efa0 | 80 d0 06 80 01 00 00 00 64 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ........d....................... |
| 9efc0 | 88 77 0a 80 01 00 00 00 90 1a 07 80 01 00 00 00 e9 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.............................. |
| 9efe0 | 01 00 00 00 00 00 00 00 18 79 0a 80 01 00 00 00 10 ae 06 80 01 00 00 00 ef 0a 00 00 00 00 00 00 | .........y...................... |
| 9f000 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 60 7f 0a 80 01 00 00 00 84 48 05 80 01 00 00 00 | ................`........H...... |
| 9f020 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 28 7a 0a 80 01 00 00 00 | ........................(z...... |
| 9f040 | 50 b1 05 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | P............................... |
| 9f060 | 28 7b 0a 80 01 00 00 00 40 7b 05 80 01 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ({......@{...................... |
| 9f080 | 01 00 01 00 00 00 00 00 60 7a 0a 80 01 00 00 00 38 5a 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 | ........`z......8Z.............. |
| 9f0a0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 80 77 0a 80 01 00 00 00 34 b3 05 80 01 00 00 00 | .................w......4....... |
| 9f0c0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d0 7c 0a 80 01 00 00 00 | .........................|...... |
| 9f0e0 | a0 6e 06 80 01 00 00 00 11 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .n.............................. |
| 9f100 | 80 7f 0a 80 01 00 00 00 7c 2a 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........|*...................... |
| 9f120 | 00 01 01 00 00 00 00 00 20 81 0a 80 01 00 00 00 7c 2a 06 80 01 00 00 00 05 00 00 00 00 00 00 00 | ................|*.............. |
| 9f140 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 48 7c 0a 80 01 00 00 00 78 ad 06 80 01 00 00 00 | ................H|......x....... |
| 9f160 | 23 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 e0 76 0a 80 01 00 00 00 | #........................v...... |
| 9f180 | 28 1b 06 80 01 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | (............................... |
| 9f1a0 | 88 74 0a 80 01 00 00 00 40 b9 06 80 01 00 00 00 25 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t......@.......%............... |
| 9f1c0 | 01 00 00 00 00 00 00 00 90 79 0a 80 01 00 00 00 a0 b2 05 80 01 00 00 00 08 00 00 00 00 00 00 00 | .........y...................... |
| 9f1e0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 a8 7a 0a 80 01 00 00 00 34 b1 05 80 01 00 00 00 | .................z......4....... |
| 9f200 | 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 70 7f 0a 80 01 00 00 00 | ........................p....... |
| 9f220 | 28 b5 05 80 01 00 00 00 27 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | (.......'....................... |
| 9f240 | b8 7c 0a 80 01 00 00 00 e8 6a 05 80 01 00 00 00 32 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.......j......2............... |
| 9f260 | 01 00 00 00 00 00 00 00 b0 80 0a 80 01 00 00 00 48 15 06 80 01 00 00 00 05 00 00 00 00 00 00 00 | ................H............... |
| 9f280 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 30 78 0a 80 01 00 00 00 68 f4 05 80 01 00 00 00 | ................0x......h....... |
| 9f2a0 | 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 88 7b 0a 80 01 00 00 00 | .........................{...... |
| 9f2c0 | dc b2 05 80 01 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9f2e0 | 60 74 0a 80 01 00 00 00 dc b2 05 80 01 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | `t.............................. |
| 9f300 | 01 00 01 00 00 00 00 00 58 81 0a 80 01 00 00 00 d0 55 05 80 01 00 00 00 9a 14 00 00 00 00 00 00 | ........X........U.............. |
| 9f320 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 98 7c 0a 80 01 00 00 00 c0 ef 06 80 01 00 00 00 | .................|.............. |
| 9f340 | 90 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 40 7e 0a 80 01 00 00 00 | ........................@~...... |
| 9f360 | 50 5a 06 80 01 00 00 00 b7 13 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | PZ.............................. |
| 9f380 | e8 7b 0a 80 01 00 00 00 3c b1 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{......<....................... |
| 9f3a0 | 00 01 01 00 00 00 00 00 48 7e 0a 80 01 00 00 00 3c b1 05 80 01 00 00 00 02 00 00 00 00 00 00 00 | ........H~......<............... |
| 9f3c0 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 80 7c 0a 80 01 00 00 00 30 6e 06 80 01 00 00 00 | .................|......0n...... |
| 9f3e0 | 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 50 7b 0a 80 01 00 00 00 | ........................P{...... |
| 9f400 | 94 03 07 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9f420 | 28 7e 0a 80 01 00 00 00 dc ac 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | (~.............................. |
| 9f440 | 00 01 01 00 00 00 00 00 b0 7f 0a 80 01 00 00 00 dc ac 06 80 01 00 00 00 05 00 00 00 00 00 00 00 | ................................ |
| 9f460 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 c8 80 0a 80 01 00 00 00 fc 03 07 80 01 00 00 00 | ................................ |
| 9f480 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 58 80 0a 80 01 00 00 00 | ........................X....... |
| 9f4a0 | 50 b5 05 80 01 00 00 00 42 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | P.......B....................... |
| 9f4c0 | c0 7c 0a 80 01 00 00 00 08 f5 05 80 01 00 00 00 24 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|..............$............... |
| 9f4e0 | 01 00 00 00 00 00 00 00 f8 7e 0a 80 01 00 00 00 58 47 06 80 01 00 00 00 08 00 00 00 00 00 00 00 | .........~......XG.............. |
| 9f500 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 70 78 0a 80 01 00 00 00 b4 47 06 80 01 00 00 00 | ................px.......G...... |
| 9f520 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 98 74 0a 80 01 00 00 00 | .........................t...... |
| 9f540 | b4 47 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | .G.............................. |
| 9f560 | f0 7e 0a 80 01 00 00 00 b8 2a 06 80 01 00 00 00 17 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .~.......*...................... |
| 9f580 | 01 00 00 00 00 00 00 00 f0 80 0a 80 01 00 00 00 88 ef 06 80 01 00 00 00 33 00 00 00 00 00 00 00 | ........................3....... |
| 9f5a0 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 18 7f 0a 80 01 00 00 00 64 16 06 80 01 00 00 00 | ........................d....... |
| 9f5c0 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 e0 7e 0a 80 01 00 00 00 | .........................~...... |
| 9f5e0 | 64 16 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | d............................... |
| 9f600 | f0 7a 0a 80 01 00 00 00 20 c2 05 80 01 00 00 00 b2 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .z.............................. |
| 9f620 | 01 00 00 00 00 00 00 00 70 80 0a 80 01 00 00 00 70 49 05 80 01 00 00 00 3d 0c 00 00 00 00 00 00 | ........p.......pI......=....... |
| 9f640 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 38 75 0a 80 01 00 00 00 90 7d 05 80 01 00 00 00 | ................8u.......}...... |
| 9f660 | a4 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 d0 75 0a 80 01 00 00 00 | .........................u...... |
| 9f680 | 68 d0 06 80 01 00 00 00 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | h............................... |
| 9f6a0 | 58 75 0a 80 01 00 00 00 94 c1 05 80 01 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Xu.............................. |
| 9f6c0 | 00 01 01 00 00 00 00 00 c8 7f 0a 80 01 00 00 00 68 7c 05 80 01 00 00 00 08 00 00 00 00 00 00 00 | ................h|.............. |
| 9f6e0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 78 79 0a 80 01 00 00 00 68 7c 05 80 01 00 00 00 | ................xy......h|...... |
| 9f700 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 10 81 0a 80 01 00 00 00 | ................................ |
| 9f720 | 58 ee 06 80 01 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | X............................... |
| 9f740 | f8 80 0a 80 01 00 00 00 20 ad 06 80 01 00 00 00 1d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| 9f760 | 01 00 00 00 00 00 00 00 30 77 0a 80 01 00 00 00 a8 a6 06 80 01 00 00 00 1b 00 00 00 00 00 00 00 | ........0w...................... |
| 9f780 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 40 80 0a 80 01 00 00 00 f0 a5 06 80 01 00 00 00 | ................@............... |
| 9f7a0 | 16 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a0 78 0a 80 01 00 00 00 | .........................x...... |
| 9f7c0 | 60 7d 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | `}.............................. |
| 9f7e0 | 60 79 0a 80 01 00 00 00 f8 09 06 80 01 00 00 00 16 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | `y.............................. |
| 9f800 | 00 01 01 00 00 00 00 00 80 7b 0a 80 01 00 00 00 60 ef 06 80 01 00 00 00 27 00 00 00 00 00 00 00 | .........{......`.......'....... |
| 9f820 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 30 7f 0a 80 01 00 00 00 38 04 07 80 01 00 00 00 | ................0.......8....... |
| 9f840 | 22 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 c8 7e 0a 80 01 00 00 00 | "........................~...... |
| 9f860 | b0 f4 05 80 01 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9f880 | 98 7d 0a 80 01 00 00 00 f0 1a 06 80 01 00 00 00 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.............................. |
| 9f8a0 | 00 01 01 00 00 00 00 00 70 77 0a 80 01 00 00 00 fc b2 05 80 01 00 00 00 04 00 00 00 00 00 00 00 | ........pw...................... |
| 9f8c0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 c0 7b 0a 80 01 00 00 00 50 6b 05 80 01 00 00 00 | .................{......Pk...... |
| 9f8e0 | c2 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 f0 78 0a 80 01 00 00 00 | .........................x...... |
| 9f900 | 68 ad 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | h............................... |
| 9f920 | a0 7b 0a 80 01 00 00 00 c4 1b 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{.............................. |
| 9f940 | 00 01 01 00 00 00 00 00 d8 79 0a 80 01 00 00 00 b4 c1 05 80 01 00 00 00 04 00 00 00 00 00 00 00 | .........y...................... |
| 9f960 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 a0 7f 0a 80 01 00 00 00 88 f4 05 80 01 00 00 00 | ................................ |
| 9f980 | 1a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 b8 74 0a 80 01 00 00 00 | .........................t...... |
| 9f9a0 | d0 a6 06 80 01 00 00 00 22 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ........"....................... |
| 9f9c0 | 50 7a 0a 80 01 00 00 00 6c b1 05 80 01 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Pz......l....................... |
| 9f9e0 | 00 01 01 00 00 00 00 00 d0 78 0a 80 01 00 00 00 6c b1 05 80 01 00 00 00 02 00 00 00 00 00 00 00 | .........x......l............... |
| 9fa00 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 70 74 0a 80 01 00 00 00 18 6e 06 80 01 00 00 00 | ................pt.......n...... |
| 9fa20 | 18 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 f0 74 0a 80 01 00 00 00 | .........................t...... |
| 9fa40 | cc 47 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .G.............................. |
| 9fa60 | 18 7d 0a 80 01 00 00 00 00 2b 06 80 01 00 00 00 f0 0e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.......+...................... |
| 9fa80 | 01 00 00 00 00 00 00 00 60 7b 0a 80 01 00 00 00 cc b0 05 80 01 00 00 00 07 00 00 00 00 00 00 00 | ........`{...................... |
| 9faa0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 c0 77 0a 80 01 00 00 00 d0 1b 06 80 01 00 00 00 | .................w.............. |
| 9fac0 | 17 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 28 79 0a 80 01 00 00 00 | ........................(y...... |
| 9fae0 | 30 f5 05 80 01 00 00 00 c1 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | 0............................... |
| 9fb00 | f0 7c 0a 80 01 00 00 00 00 ef 06 80 01 00 00 00 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.............................. |
| 9fb20 | 00 01 01 00 00 00 00 00 58 7a 0a 80 01 00 00 00 bc b2 05 80 01 00 00 00 07 00 00 00 00 00 00 00 | ........Xz...................... |
| 9fb40 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 60 7d 0a 80 01 00 00 00 e0 47 06 80 01 00 00 00 | ................`}.......G...... |
| 9fb60 | e2 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a8 7d 0a 80 01 00 00 00 | .........................}...... |
| 9fb80 | f0 cf 06 80 01 00 00 00 11 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9fba0 | 20 77 0a 80 01 00 00 00 f0 6e 06 80 01 00 00 00 c8 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.......n...................... |
| 9fbc0 | 01 00 00 00 00 00 00 00 e8 74 0a 80 01 00 00 00 08 16 06 80 01 00 00 00 23 00 00 00 00 00 00 00 | .........t..............#....... |
| 9fbe0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 b8 75 0a 80 01 00 00 00 60 2a 06 80 01 00 00 00 | .................u......`*...... |
| 9fc00 | 1a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 90 77 0a 80 01 00 00 00 | .........................w...... |
| 9fc20 | 10 e8 05 80 01 00 00 00 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | ................................ |
| 9fc40 | 40 75 0a 80 01 00 00 00 c8 ee 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | @u.............................. |
| 9fc60 | 00 01 01 00 00 00 00 00 28 77 0a 80 01 00 00 00 c4 b0 05 80 01 00 00 00 06 00 00 00 00 00 00 00 | ........(w...................... |
| 9fc80 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 70 7b 0a 80 01 00 00 00 c4 b0 05 80 01 00 00 00 | ................p{.............. |
| 9fca0 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 78 7c 0a 80 01 00 00 00 | ........................x|...... |
| 9fcc0 | c0 7b 05 80 01 00 00 00 5d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .{......]....................... |
| 9fce0 | 88 7e 0a 80 01 00 00 00 48 d0 06 80 01 00 00 00 12 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .~......H....................... |
| 9fd00 | 00 01 01 00 00 00 00 00 18 81 0a 80 01 00 00 00 b8 8e 06 80 01 00 00 00 0f 00 00 00 00 00 00 00 | ................................ |
| 9fd20 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 30 76 0a 80 01 00 00 00 00 b9 06 80 01 00 00 00 | ................0v.............. |
| 9fd40 | 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 68 7d 0a 80 01 00 00 00 | ........................h}...... |
| 9fd60 | 90 b2 05 80 01 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9fd80 | 78 7e 0a 80 01 00 00 00 b8 48 05 80 01 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | x~.......H...................... |
| 9fda0 | 00 01 01 00 00 00 00 00 58 7e 0a 80 01 00 00 00 c8 a5 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 | ........X~...................... |
| 9fdc0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d8 7e 0a 80 01 00 00 00 a0 47 06 80 01 00 00 00 | .................~.......G...... |
| 9fde0 | 14 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 b0 77 0a 80 01 00 00 00 | .........................w...... |
| 9fe00 | c0 9a 06 80 01 00 00 00 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9fe20 | a8 74 0a 80 01 00 00 00 b8 7b 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.......{...................... |
| 9fe40 | 01 00 01 00 00 00 00 00 c0 79 0a 80 01 00 00 00 14 7d 05 80 01 00 00 00 07 00 00 00 00 00 00 00 | .........y.......}.............. |
| 9fe60 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 b8 76 0a 80 01 00 00 00 90 e6 06 80 01 00 00 00 | .................v.............. |
| 9fe80 | 23 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 76 0a 80 01 00 00 00 | #........................v...... |
| 9fea0 | f4 c1 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| 9fec0 | 60 76 0a 80 01 00 00 00 18 7b 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | `v.......{...................... |
| 9fee0 | 00 01 01 00 00 00 00 00 e8 7f 0a 80 01 00 00 00 60 a7 05 80 01 00 00 00 01 09 00 00 00 00 00 00 | ................`............... |
| 9ff00 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 d8 7d 0a 80 01 00 00 00 6c b0 05 80 01 00 00 00 | .................}......l....... |
| 9ff20 | 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 98 78 0a 80 01 00 00 00 | .........................x...... |
| 9ff40 | 10 47 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .G.............................. |
| 9ff60 | 60 75 0a 80 01 00 00 00 e0 b2 05 80 01 00 00 00 12 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | `u.............................. |
| 9ff80 | 00 01 01 00 00 00 00 00 d0 7e 0a 80 01 00 00 00 b0 03 07 80 01 00 00 00 0e 00 00 00 00 00 00 00 | .........~...................... |
| 9ffa0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 38 77 0a 80 01 00 00 00 30 5a 06 80 01 00 00 00 | ................8w......0Z...... |
| 9ffc0 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 30 80 0a 80 01 00 00 00 | ........................0....... |
| 9ffe0 | d8 b0 05 80 01 00 00 00 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| a0000 | b0 74 0a 80 01 00 00 00 08 0d 07 80 01 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.............................. |
| a0020 | 00 01 01 00 00 00 00 00 18 76 0a 80 01 00 00 00 e0 a5 06 80 01 00 00 00 09 00 00 00 00 00 00 00 | .........v...................... |
| a0040 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 48 80 0a 80 01 00 00 00 14 6c 05 80 01 00 00 00 | ................H........l...... |
| a0060 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 00 77 0a 80 01 00 00 00 | .........................w...... |
| a0080 | 14 6c 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | .l.............................. |
| a00a0 | c8 7c 0a 80 01 00 00 00 e8 ac 06 80 01 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .|.............................. |
| a00c0 | 00 01 01 00 00 00 00 00 38 74 0a 80 01 00 00 00 f4 fd 05 80 01 00 00 00 05 00 00 00 00 00 00 00 | ........8t...................... |
| a00e0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 c8 7d 0a 80 01 00 00 00 a0 b1 05 80 01 00 00 00 | .................}.............. |
| a0100 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 48 77 0a 80 01 00 00 00 | ........................Hw...... |
| a0120 | c4 99 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| a0140 | 98 7b 0a 80 01 00 00 00 c4 99 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .{.............................. |
| a0160 | 01 00 01 00 00 00 00 00 c8 75 0a 80 01 00 00 00 60 cf 06 80 01 00 00 00 0d 00 00 00 00 00 00 00 | .........u......`............... |
| a0180 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 e8 77 0a 80 01 00 00 00 d4 a5 06 80 01 00 00 00 | .................w.............. |
| a01a0 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 58 77 0a 80 01 00 00 00 | ........................Xw...... |
| a01c0 | 40 b1 05 80 01 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | @............................... |
| a01e0 | 80 7d 0a 80 01 00 00 00 20 7d 05 80 01 00 00 00 14 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.......}...................... |
| a0200 | 00 01 01 00 00 00 00 00 e8 78 0a 80 01 00 00 00 ec b4 05 80 01 00 00 00 06 00 00 00 00 00 00 00 | .........x...................... |
| a0220 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 f0 7f 0a 80 01 00 00 00 ec b4 05 80 01 00 00 00 | ................................ |
| a0240 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 00 78 0a 80 01 00 00 00 | .........................x...... |
| a0260 | c0 ee 06 80 01 00 00 00 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| a0280 | e0 77 0a 80 01 00 00 00 70 16 06 80 01 00 00 00 42 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w......p.......B............... |
| a02a0 | 01 00 00 00 00 00 00 00 a8 76 0a 80 01 00 00 00 84 e6 06 80 01 00 00 00 05 00 00 00 00 00 00 00 | .........v...................... |
| a02c0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 a8 75 0a 80 01 00 00 00 5c b1 05 80 01 00 00 00 | .................u......\....... |
| a02e0 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 c0 7d 0a 80 01 00 00 00 | .........................}...... |
| a0300 | 5c b1 05 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | \............................... |
| a0320 | a8 79 0a 80 01 00 00 00 c4 a6 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .y.............................. |
| a0340 | 00 01 01 00 00 00 00 00 90 7a 0a 80 01 00 00 00 18 0d 07 80 01 00 00 00 05 00 00 00 00 00 00 00 | .........z...................... |
| a0360 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 50 7d 0a 80 01 00 00 00 24 b2 05 80 01 00 00 00 | ................P}......$....... |
| a0380 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 58 7b 0a 80 01 00 00 00 | ........................X{...... |
| a03a0 | 58 8f 06 80 01 00 00 00 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | X............................... |
| a03c0 | 98 7a 0a 80 01 00 00 00 20 21 06 80 01 00 00 00 f8 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .z.......!...................... |
| a03e0 | 01 00 00 00 00 00 00 00 f0 7d 0a 80 01 00 00 00 10 a7 06 80 01 00 00 00 74 05 00 00 00 00 00 00 | .........}..............t....... |
| a0400 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 e0 78 0a 80 01 00 00 00 a0 e8 05 80 01 00 00 00 | .................x.............. |
| a0420 | c2 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 e8 7e 0a 80 01 00 00 00 | .........................~...... |
| a0440 | 68 48 05 80 01 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | hH.............................. |
| a0460 | 90 75 0a 80 01 00 00 00 60 04 07 80 01 00 00 00 a7 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .u......`....................... |
| a0480 | 01 00 00 00 00 00 00 00 18 77 0a 80 01 00 00 00 90 2b 07 80 01 00 00 00 4f 10 00 00 00 00 00 00 | .........w.......+......O....... |
| a04a0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 08 79 0a 80 01 00 00 00 34 16 06 80 01 00 00 00 | .................y......4....... |
| a04c0 | 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 30 7e 0a 80 01 00 00 00 | ........................0~...... |
| a04e0 | b4 ee 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| a0500 | e0 7f 0a 80 01 00 00 00 b8 7b 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .........{...................... |
| a0520 | 00 01 01 00 00 00 00 00 d0 7a 0a 80 01 00 00 00 04 a7 06 80 01 00 00 00 05 00 00 00 00 00 00 00 | .........z...................... |
| a0540 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d8 75 0a 80 01 00 00 00 98 e8 05 80 01 00 00 00 | .................u.............. |
| a0560 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 18 7e 0a 80 01 00 00 00 | .........................~...... |
| a0580 | 08 49 05 80 01 00 00 00 15 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 | .I.............................. |
| a05a0 | 20 7a 0a 80 01 00 00 00 20 d0 06 80 01 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .z..............!............... |
| a05c0 | 00 01 00 00 00 00 00 00 68 7e 0a 80 01 00 00 00 d0 6a 05 80 01 00 00 00 17 00 00 00 00 00 00 00 | ........h~.......j.............. |
| a05e0 | 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 30 7d 0a 80 01 00 00 00 c0 03 07 80 01 00 00 00 | ................0}.............. |
| a0600 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 08 7a 0a 80 01 00 00 00 | .........................z...... |
| a0620 | 90 6e 06 80 01 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 | .n.............................. |
| a0640 | a0 80 0a 80 01 00 00 00 2c b3 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ........,....................... |
| a0660 | 00 01 01 00 00 00 00 00 e8 76 0a 80 01 00 00 00 60 a6 06 80 01 00 00 00 09 00 00 00 00 00 00 00 | .........v......`............... |
| a0680 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d0 7b 0a 80 01 00 00 00 74 b0 05 80 01 00 00 00 | .................{......t....... |
| a06a0 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 68 7b 0a 80 01 00 00 00 | ........................h{...... |
| a06c0 | 20 49 05 80 01 00 00 00 4e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .I......N....................... |
| a06e0 | 58 78 0a 80 01 00 00 00 80 2b 07 80 01 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | Xx.......+...................... |
| a0700 | 01 00 00 00 00 00 00 00 40 79 0a 80 01 00 00 00 04 c2 05 80 01 00 00 00 04 00 00 00 00 00 00 00 | ........@y...................... |
| a0720 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 c0 7f 0a 80 01 00 00 00 04 c2 05 80 01 00 00 00 | ................................ |
| a0740 | 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 38 80 0a 80 01 00 00 00 | ........................8....... |
| a0760 | 48 6e 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | Hn.............................. |
| a0780 | d8 77 0a 80 01 00 00 00 14 21 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .w.......!...................... |
| a07a0 | 00 01 01 00 00 00 00 00 f8 7a 0a 80 01 00 00 00 88 ac 06 80 01 00 00 00 09 00 00 00 00 00 00 00 | .........z...................... |
| a07c0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 a0 7c 0a 80 01 00 00 00 a0 ad 06 80 01 00 00 00 | .................|.............. |
| a07e0 | 08 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 28 75 0a 80 01 00 00 00 | ........................(u...... |
| a0800 | 74 6a 05 80 01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | tj.............................. |
| a0820 | 78 7b 0a 80 01 00 00 00 d0 50 06 80 01 00 00 00 59 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | x{.......P......Y............... |
| a0840 | 01 00 00 00 00 00 00 00 40 7f 0a 80 01 00 00 00 44 cd 05 80 01 00 00 00 04 00 00 00 00 00 00 00 | ........@.......D............... |
| a0860 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 d8 78 0a 80 01 00 00 00 f4 cc 05 80 01 00 00 00 | .................x.............. |
| a0880 | 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 40 7d 0a 80 01 00 00 00 | ........................@}...... |
| a08a0 | d4 b2 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | ................................ |
| a08c0 | 90 74 0a 80 01 00 00 00 64 b1 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t......d....................... |
| a08e0 | 00 01 01 00 00 00 00 00 c0 7e 0a 80 01 00 00 00 e4 db 06 80 01 00 00 00 06 00 00 00 00 00 00 00 | .........~...................... |
| a0900 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 d0 74 0a 80 01 00 00 00 a0 9a 06 80 01 00 00 00 | .................t.............. |
| a0920 | 1f 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 60 7e 0a 80 01 00 00 00 | ........................`~...... |
| a0940 | 30 e8 05 80 01 00 00 00 26 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 | 0.......&....................... |
| a0960 | c0 74 0a 80 01 00 00 00 b0 b9 06 80 01 00 00 00 d2 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .t.............................. |
| a0980 | 01 00 00 00 00 00 00 00 58 7f 0a 80 01 00 00 00 f4 48 05 80 01 00 00 00 07 00 00 00 00 00 00 00 | ........X........H.............. |
| a09a0 | 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 c0 78 0a 80 01 00 00 00 f4 3b 07 80 01 00 00 00 | .................x.......;...... |
| a09c0 | 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 40 77 0a 80 01 00 00 00 | ........................@w...... |
| a09e0 | ac 48 05 80 01 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 | .H.............................. |
| a0a00 | 88 75 0a 80 01 00 00 00 00 fe 05 80 01 00 00 00 f7 0b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .u.............................. |
| a0a20 | 01 00 00 00 00 00 00 00 28 7f 0a 80 01 00 00 00 f0 db 06 80 01 00 00 00 44 0a 00 00 00 00 00 00 | ........(...............D....... |
| a0a40 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 58 74 0a 80 01 00 00 00 08 ef 06 80 01 00 00 00 | ................Xt.............. |
| a0a60 | 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 18 80 0a 80 01 00 00 00 | ................................ |
| a0a80 | 08 ef 06 80 01 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 | ................................ |
| a0aa0 | f8 7d 0a 80 01 00 00 00 a8 1b 06 80 01 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | .}.............................. |
| a0ac0 | 00 01 01 00 00 00 00 00 b8 79 0a 80 01 00 00 00 50 9a 05 80 01 00 00 00 f4 0c 00 00 00 00 00 00 | .........y......P............... |
| a0ae0 | 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 a0 74 0a 80 01 00 00 00 c4 b2 05 80 01 00 00 00 | .................t.............. |
| a0b00 | 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 01 00 00 00 00 00 a0 7a 0a 80 01 00 00 00 | .........................z...... |
| a0b20 | a0 2a 06 80 01 00 00 00 16 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 | .*.............................. |
| a0b40 | a8 7f 0a 80 01 00 00 00 b4 1a 06 80 01 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a0b60 | 00 01 01 00 00 00 00 00 98 76 0a 80 01 00 00 00 24 6b 05 80 01 00 00 00 04 00 00 00 00 00 00 00 | .........v......$k.............. |
| a0b80 | 00 00 00 00 00 00 00 00 01 00 01 00 00 00 00 00 c8 76 0a 80 01 00 00 00 d0 9a 06 80 01 00 00 00 | .................v.............. |
| a0ba0 | ca 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a0bc0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a0be0 | 78 74 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 38 77 0a 80 01 00 00 00 50 7a 0a 80 01 00 00 00 | xt.......y......8w......Pz...... |
| a0c00 | 78 7f 0a 80 01 00 00 00 00 78 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 27 6c 6f 6e 67 27 00 00 | x........x..............'long'.. |
| a0c20 | 80 80 0a 80 01 00 00 00 b0 80 0a 80 01 00 00 00 48 80 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 | ................H........y...... |
| a0c40 | 00 00 00 00 00 00 00 00 27 69 6e 74 27 00 00 00 a0 74 0a 80 01 00 00 00 78 7f 0a 80 01 00 00 00 | ........'int'....t......x....... |
| a0c60 | 00 00 00 00 00 00 00 00 27 75 6e 73 69 67 6e 65 64 20 73 68 6f 72 74 27 00 00 00 00 00 00 00 00 | ........'unsigned.short'........ |
| a0c80 | 78 74 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 27 73 68 6f 72 74 27 00 | xt.......y..............'short'. |
| a0ca0 | 80 7f 0a 80 01 00 00 00 a8 75 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .........u.......y.............. |
| a0cc0 | 80 78 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 60 c1 07 80 01 00 00 00 | .x.......y..............`....... |
| a0ce0 | 10 69 01 80 01 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 27 63 68 61 72 27 00 00 | .i......................'char'.. |
| a0d00 | 50 7a 0a 80 01 00 00 00 a8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 27 62 6f 6f 6c 27 00 00 | Pz.......y..............'bool'.. |
| a0d20 | a0 74 0a 80 01 00 00 00 78 7f 0a 80 01 00 00 00 d8 79 0a 80 01 00 00 00 00 00 00 00 00 00 00 00 | .t......x........y.............. |
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| a10e0 | 63 74 65 64 20 27 7b 27 20 61 66 74 65 72 20 27 54 27 00 00 00 00 00 00 55 6e 65 78 70 65 63 74 | cted.'{'.after.'T'......Unexpect |
| a1100 | 65 64 20 65 6e 64 20 6f 66 20 66 6f 72 6d 61 74 20 73 74 72 69 6e 67 2c 20 65 78 70 65 63 74 65 | ed.end.of.format.string,.expecte |
| a1120 | 64 20 27 29 27 00 00 00 43 61 6e 6e 6f 74 20 68 61 6e 64 6c 65 20 72 65 70 65 61 74 65 64 20 61 | d.')'...Cannot.handle.repeated.a |
| a1140 | 72 72 61 79 73 20 69 6e 20 66 6f 72 6d 61 74 20 73 74 72 69 6e 67 00 00 27 63 6f 6d 70 6c 65 78 | rrays.in.format.string..'complex |
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| a11e0 | 79 76 69 65 77 20 61 72 65 20 6e 6f 74 20 63 6f 6e 74 69 67 75 6f 75 73 20 69 6e 20 74 68 65 20 | yview.are.not.contiguous.in.the. |
| a1200 | 73 61 6d 65 20 64 69 6d 65 6e 73 69 6f 6e 2e 00 42 69 67 2d 65 6e 64 69 61 6e 20 62 75 66 66 65 | same.dimension..Big-endian.buffe |
| a1220 | 72 20 6e 6f 74 20 73 75 70 70 6f 72 74 65 64 20 6f 6e 20 6c 69 74 74 6c 65 2d 65 6e 64 69 61 6e | r.not.supported.on.little-endian |
| a1240 | 20 63 6f 6d 70 69 6c 65 72 00 00 00 63 6f 6e 74 5f 66 00 00 75 00 00 00 45 78 70 65 63 74 65 64 | .compiler...cont_f..u...Expected |
| a1260 | 20 61 20 63 6f 6d 6d 61 20 69 6e 20 66 6f 72 6d 61 74 20 73 74 72 69 6e 67 2c 20 67 6f 74 20 27 | .a.comma.in.format.string,.got.' |
| a1280 | 25 63 27 00 6c 00 00 00 45 78 70 65 63 74 65 64 20 61 20 64 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 | %c'.l...Expected.a.dimension.of. |
| a12a0 | 73 69 7a 65 20 25 7a 75 2c 20 67 6f 74 20 25 64 00 00 00 00 00 00 00 00 45 78 70 65 63 74 65 64 | size.%zu,.got.%d........Expected |
| a12c0 | 20 25 64 20 64 69 6d 65 6e 73 69 6f 6e 73 2c 20 67 6f 74 20 25 64 00 00 27 75 6e 73 69 67 6e 65 | .%d.dimensions,.got.%d..'unsigne |
| a12e0 | 64 20 6c 6f 6e 67 27 00 55 6e 61 62 6c 65 20 74 6f 20 69 6e 69 74 69 61 6c 69 7a 65 20 70 69 63 | d.long'.Unable.to.initialize.pic |
| a1300 | 6b 6c 69 6e 67 20 66 6f 72 20 25 73 00 00 00 00 42 75 66 66 65 72 20 64 74 79 70 65 20 6d 69 73 | kling.for.%s....Buffer.dtype.mis |
| a1320 | 6d 61 74 63 68 3b 20 6e 65 78 74 20 66 69 65 6c 64 20 69 73 20 61 74 20 6f 66 66 73 65 74 20 25 | match;.next.field.is.at.offset.% |
| a1340 | 7a 64 20 62 75 74 20 25 7a 64 20 65 78 70 65 63 74 65 64 00 73 00 00 00 45 78 70 65 63 74 65 64 | zd.but.%zd.expected.s...Expected |
| a1360 | 20 61 20 64 69 6d 65 6e 73 69 6f 6e 20 6f 66 20 73 69 7a 65 20 25 7a 75 2c 20 67 6f 74 20 25 7a | .a.dimension.of.size.%zu,.got.%z |
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| a13a0 | 6d 61 74 63 68 2c 20 65 78 70 65 63 74 65 64 20 27 25 73 27 20 62 75 74 20 67 6f 74 20 25 73 20 | match,.expected.'%s'.but.got.%s. |
| a13c0 | 69 6e 20 27 25 73 2e 25 73 27 00 00 00 00 00 00 50 79 74 68 6f 6e 20 64 6f 65 73 20 6e 6f 74 20 | in.'%s.%s'......Python.does.not. |
| a13e0 | 64 65 66 69 6e 65 20 61 20 73 74 61 6e 64 61 72 64 20 66 6f 72 6d 61 74 20 73 74 72 69 6e 67 20 | define.a.standard.format.string. |
| a1400 | 73 69 7a 65 20 66 6f 72 20 6c 6f 6e 67 20 64 6f 75 62 6c 65 20 28 27 67 27 29 2e 2e 00 00 00 00 | size.for.long.double.('g')...... |
| a1420 | 75 6e 70 61 72 73 65 61 62 6c 65 20 66 6f 72 6d 61 74 20 73 74 72 69 6e 67 00 00 00 64 6f 75 62 | unparseable.format.string...doub |
| a1440 | 6c 65 00 00 76 68 00 00 61 20 73 74 72 69 6e 67 00 00 00 00 6e 75 6d 70 79 00 00 00 6e 75 6d 62 | le..vh..a.string....numpy...numb |
| a1460 | 65 72 00 00 66 00 00 00 61 20 70 6f 69 6e 74 65 72 00 00 00 66 6f 72 6d 61 74 00 00 66 00 00 00 | er..f...a.pointer...format..f... |
| a1480 | 50 79 74 68 6f 6e 20 6f 62 6a 65 63 74 00 00 00 61 20 73 74 72 75 63 74 00 00 00 00 75 66 75 6e | Python.object...a.struct....ufun |
| a14a0 | 63 00 00 00 67 75 6d 62 65 6c 00 00 66 00 00 00 27 6c 6f 6e 67 20 64 6f 75 62 6c 65 27 00 00 00 | c...gumbel..f...'long.double'... |
| a14c0 | 27 64 6f 75 62 6c 65 27 00 00 00 00 6e 75 6d 70 79 00 00 00 67 75 6d 62 65 6c 00 00 00 00 00 00 | 'double'....numpy...gumbel...... |
| a14e0 | 27 6c 6f 6e 67 20 6c 6f 6e 67 27 00 00 00 00 00 27 75 6e 73 69 67 6e 65 64 20 69 6e 74 27 00 00 | 'long.long'.....'unsigned.int'.. |
| a1500 | 27 75 6e 73 69 67 6e 65 64 20 63 68 61 72 27 00 27 73 69 67 6e 65 64 20 63 68 61 72 27 00 00 00 | 'unsigned.char'.'signed.char'... |
| a1520 | 55 6e 65 78 70 65 63 74 65 64 20 66 6f 72 6d 61 74 20 73 74 72 69 6e 67 20 63 68 61 72 61 63 74 | Unexpected.format.string.charact |
| a1540 | 65 72 3a 20 27 25 63 27 00 00 00 00 00 00 00 00 44 6f 65 73 20 6e 6f 74 20 75 6e 64 65 72 73 74 | er:.'%c'........Does.not.underst |
| a1560 | 61 6e 64 20 63 68 61 72 61 63 74 65 72 20 62 75 66 66 65 72 20 64 74 79 70 65 20 66 6f 72 6d 61 | and.character.buffer.dtype.forma |
| a1580 | 74 20 73 74 72 69 6e 67 20 28 27 25 63 27 29 00 62 75 66 66 65 72 20 64 74 79 70 65 00 00 00 00 | t.string.('%c').buffer.dtype.... |
| a15a0 | 25 73 20 28 25 73 3a 25 64 29 00 00 00 00 00 00 25 73 2e 25 73 20 73 69 7a 65 20 63 68 61 6e 67 | %s.(%s:%d)......%s.%s.size.chang |
| a15c0 | 65 64 2c 20 6d 61 79 20 69 6e 64 69 63 61 74 65 20 62 69 6e 61 72 79 20 69 6e 63 6f 6d 70 61 74 | ed,.may.indicate.binary.incompat |
| a15e0 | 69 62 69 6c 69 74 79 2e 20 45 78 70 65 63 74 65 64 20 25 7a 64 20 66 72 6f 6d 20 43 20 68 65 61 | ibility..Expected.%zd.from.C.hea |
| a1600 | 64 65 72 2c 20 67 6f 74 20 25 7a 64 20 66 72 6f 6d 20 50 79 4f 62 6a 65 63 74 00 00 00 00 00 00 | der,.got.%zd.from.PyObject...... |
| a1620 | 25 2e 32 30 30 73 2e 25 2e 32 30 30 73 20 73 69 7a 65 20 63 68 61 6e 67 65 64 2c 20 6d 61 79 20 | %.200s.%.200s.size.changed,.may. |
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| a1660 | 20 45 78 70 65 63 74 65 64 20 25 7a 64 20 66 72 6f 6d 20 43 20 68 65 61 64 65 72 2c 20 67 6f 74 | .Expected.%zd.from.C.header,.got |
| a1680 | 20 25 7a 64 20 66 72 6f 6d 20 50 79 4f 62 6a 65 63 74 00 00 00 00 00 00 27 4e 6f 6e 65 54 79 70 | .%zd.from.PyObject......'NoneTyp |
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| a16c0 | 63 2d 73 74 72 69 6e 67 20 74 6f 6f 20 6c 6f 6e 67 20 74 6f 20 63 6f 6e 76 65 72 74 20 74 6f 20 | c-string.too.long.to.convert.to. |
| a16e0 | 50 79 74 68 6f 6e 00 00 4d 69 73 73 69 6e 67 20 74 79 70 65 20 6f 62 6a 65 63 74 00 00 00 00 00 | Python..Missing.type.object..... |
| a1700 | 41 72 67 75 6d 65 6e 74 20 27 25 2e 32 30 30 73 27 20 68 61 73 20 69 6e 63 6f 72 72 65 63 74 20 | Argument.'%.200s'.has.incorrect. |
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| a1780 | 72 69 61 62 6c 65 20 27 25 73 27 20 72 65 66 65 72 65 6e 63 65 64 20 62 65 66 6f 72 65 20 61 73 | riable.'%s'.referenced.before.as |
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| a1800 | 5f 5f 70 79 78 5f 66 61 74 61 6c 65 72 72 6f 72 00 00 00 00 00 00 00 00 6d 65 6d 76 69 65 77 73 | __pyx_fatalerror........memviews |
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| a3de0 | 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.shuffle.......numpy.ra |
| a3e00 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c | ndom._generator.Generator.shuffl |
| a3e20 | 65 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | e.......numpy.random._generator. |
| a3e40 | 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 00 00 00 00 00 00 00 73 68 75 66 66 6c 65 00 | Generator.shuffle.......shuffle. |
| a3e60 | 73 68 75 66 66 6c 65 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | shuffle.numpy.random._generator. |
| a3e80 | 47 65 6e 65 72 61 74 6f 72 2e 70 65 72 6d 75 74 65 64 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.permuted......numpy.ra |
| a3ea0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 70 65 72 6d 75 74 | ndom._generator.Generator.permut |
| a3ec0 | 65 64 00 00 00 00 00 00 70 65 72 6d 75 74 65 64 00 00 00 00 00 00 00 00 70 65 72 6d 75 74 65 64 | ed......permuted........permuted |
| a3ee0 | 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | ........numpy.random._generator. |
| a3f00 | 47 65 6e 65 72 61 74 6f 72 2e 64 69 72 69 63 68 6c 65 74 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.dirichlet.....numpy.ra |
| a3f20 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 64 69 72 69 63 68 | ndom._generator.Generator.dirich |
| a3f40 | 6c 65 74 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | let.....numpy.random._generator. |
| a3f60 | 47 65 6e 65 72 61 74 6f 72 2e 64 69 72 69 63 68 6c 65 74 00 00 00 00 00 64 69 72 69 63 68 6c 65 | Generator.dirichlet.....dirichle |
| a3f80 | 74 00 00 00 00 00 00 00 64 69 72 69 63 68 6c 65 74 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | t.......dirichlet.......numpy.ra |
| a3fa0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 | ndom._generator.Generator.multiv |
| a3fc0 | 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 6e 75 6d 70 79 2e 72 61 | ariate_hypergeometric...numpy.ra |
| a3fe0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 | ndom._generator.Generator.multiv |
| a4000 | 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 6e 75 6d 70 79 2e 72 61 | ariate_hypergeometric...numpy.ra |
| a4020 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 | ndom._generator.Generator.multiv |
| a4040 | 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 6e 75 6d 70 79 2e 72 61 | ariate_hypergeometric...numpy.ra |
| a4060 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 | ndom._generator.Generator.multiv |
| a4080 | 61 72 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 6d 75 6c 74 69 76 61 72 | ariate_hypergeometric...multivar |
| a40a0 | 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 6d 75 6c 74 69 76 61 72 | iate_hypergeometric.....multivar |
| a40c0 | 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 6d 75 6c 74 69 76 61 72 | iate_hypergeometric.....multivar |
| a40e0 | 69 61 74 65 5f 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | iate_hypergeometric.....numpy.ra |
| a4100 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 6e | ndom._generator.Generator.multin |
| a4120 | 6f 6d 69 61 6c 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | omial...numpy.random._generator. |
| a4140 | 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.multinomial...numpy.ra |
| a4160 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 6e | ndom._generator.Generator.multin |
| a4180 | 6f 6d 69 61 6c 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | omial...numpy.random._generator. |
| a41a0 | 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 00 00 6d 75 6c 74 69 6e 6f 6d | Generator.multinomial...multinom |
| a41c0 | 69 61 6c 00 00 00 00 00 6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 00 00 00 00 6d 75 6c 74 69 6e 6f 6d | ial.....multinomial.....multinom |
| a41e0 | 69 61 6c 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | ial.....numpy.random._generator. |
| a4200 | 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 | Generator.multivariate_normal... |
| a4220 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4240 | 72 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 6d 75 6c 74 69 76 61 72 | r.multivariate_normal...multivar |
| a4260 | 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 | iate_normal.....multivariate_nor |
| a4280 | 6d 61 6c 00 00 00 00 00 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 | mal.....multivariate_normal..... |
| a42a0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a42c0 | 72 2e 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.logseries.....numpy.random._ge |
| a42e0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 | nerator.Generator.logseries..... |
| a4300 | 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 00 00 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 00 00 | logseries.......logseries....... |
| a4320 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4340 | 72 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | r.hypergeometric........numpy.ra |
| a4360 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 68 79 70 65 72 67 | ndom._generator.Generator.hyperg |
| a4380 | 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 00 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 | eometric........hypergeometric.. |
| a43a0 | 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 | hypergeometric..hypergeometric.. |
| a43c0 | 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | hypergeometric..numpy.random._ge |
| a43e0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 | nerator.Generator.geometric..... |
| a4400 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4420 | 72 2e 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 | r.geometric.....geometric....... |
| a4440 | 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | geometric.......numpy.random._ge |
| a4460 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 00 00 6e 75 6d 70 79 2e 72 61 | nerator.Generator.zipf..numpy.ra |
| a4480 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 00 00 | ndom._generator.Generator.zipf.. |
| a44a0 | 7a 69 70 66 00 00 00 00 7a 69 70 66 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | zipf....zipf....numpy.random._ge |
| a44c0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 00 00 00 00 00 00 00 | nerator.Generator.poisson....... |
| a44e0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4500 | 72 2e 70 6f 69 73 73 6f 6e 00 00 00 00 00 00 00 70 6f 69 73 73 6f 6e 00 70 6f 69 73 73 6f 6e 00 | r.poisson.......poisson.poisson. |
| a4520 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4540 | 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | r.negative_binomial.....numpy.ra |
| a4560 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 | ndom._generator.Generator.negati |
| a4580 | 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 | ve_binomial.....negative_binomia |
| a45a0 | 6c 00 00 00 00 00 00 00 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 | l.......negative_binomial....... |
| a45c0 | 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | negative_binomial.......numpy.ra |
| a45e0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 | ndom._generator.Generator.binomi |
| a4600 | 61 6c 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | al......numpy.random._generator. |
| a4620 | 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.binomial......numpy.ra |
| a4640 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 | ndom._generator.Generator.binomi |
| a4660 | 61 6c 00 00 00 00 00 00 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00 62 69 6e 6f 6d 69 61 6c | al......binomial........binomial |
| a4680 | 00 00 00 00 00 00 00 00 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | ........binomial........numpy.ra |
| a46a0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67 | ndom._generator.Generator.triang |
| a46c0 | 75 6c 61 72 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | ular....numpy.random._generator. |
| a46e0 | 47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 74 72 69 61 6e 67 75 6c | Generator.triangular....triangul |
| a4700 | 61 72 00 00 00 00 00 00 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 00 00 74 72 69 61 6e 67 75 6c | ar......triangular......triangul |
| a4720 | 61 72 00 00 00 00 00 00 74 72 69 61 6e 67 75 6c 61 72 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | ar......triangular......numpy.ra |
| a4740 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 77 61 6c 64 00 00 | ndom._generator.Generator.wald.. |
| a4760 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4780 | 72 2e 77 61 6c 64 00 00 77 61 6c 64 00 00 00 00 77 61 6c 64 00 00 00 00 77 61 6c 64 00 00 00 00 | r.wald..wald....wald....wald.... |
| a47a0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a47c0 | 72 2e 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.rayleigh......numpy.random._ge |
| a47e0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 | nerator.Generator.rayleigh...... |
| a4800 | 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00 | rayleigh........rayleigh........ |
| a4820 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4840 | 72 2e 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.lognormal.....numpy.random._ge |
| a4860 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 | nerator.Generator.lognormal..... |
| a4880 | 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 | lognormal.......lognormal....... |
| a48a0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a48c0 | 72 2e 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.logistic......numpy.random._ge |
| a48e0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 | nerator.Generator.logistic...... |
| a4900 | 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00 | logistic........logistic........ |
| a4920 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4940 | 72 2e 67 75 6d 62 65 6c 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.gumbel........numpy.random._ge |
| a4960 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 67 75 6d 62 65 6c 00 00 00 00 00 00 00 00 | nerator.Generator.gumbel........ |
| a4980 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a49a0 | 72 2e 6c 61 70 6c 61 63 65 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.laplace.......numpy.random._ge |
| a49c0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 61 70 6c 61 63 65 00 00 00 00 00 00 00 | nerator.Generator.laplace....... |
| a49e0 | 6c 61 70 6c 61 63 65 00 6c 61 70 6c 61 63 65 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | laplace.laplace.numpy.random._ge |
| a4a00 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 00 6e 75 6d 70 79 2e 72 61 | nerator.Generator.power.numpy.ra |
| a4a20 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 00 | ndom._generator.Generator.power. |
| a4a40 | 70 6f 77 65 72 00 00 00 70 6f 77 65 72 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | power...power...numpy.random._ge |
| a4a60 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 77 65 69 62 75 6c 6c 00 00 00 00 00 00 00 | nerator.Generator.weibull....... |
| a4a80 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4aa0 | 72 2e 77 65 69 62 75 6c 6c 00 00 00 00 00 00 00 77 65 69 62 75 6c 6c 00 77 65 69 62 75 6c 6c 00 | r.weibull.......weibull.weibull. |
| a4ac0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4ae0 | 72 2e 70 61 72 65 74 6f 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.pareto........numpy.random._ge |
| a4b00 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 70 61 72 65 74 6f 00 00 00 00 70 61 72 65 | nerator.Generator.pareto....pare |
| a4b20 | 74 6f 00 00 70 61 72 65 74 6f 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | to..pareto......numpy.random._ge |
| a4b40 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 | nerator.Generator.vonmises...... |
| a4b60 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4b80 | 72 2e 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 | r.vonmises......vonmises........ |
| a4ba0 | 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 | vonmises........vonmises........ |
| a4bc0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4be0 | 72 2e 73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.standard_t....numpy.random._ge |
| a4c00 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 | nerator.Generator.standard_t.... |
| a4c20 | 73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 00 00 | standard_t......standard_t...... |
| a4c40 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4c60 | 72 2e 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | r.standard_cauchy.......numpy.ra |
| a4c80 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 | ndom._generator.Generator.standa |
| a4ca0 | 72 64 5f 63 61 75 63 68 79 00 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 | rd_cauchy.......standard_cauchy. |
| a4cc0 | 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | standard_cauchy.numpy.random._ge |
| a4ce0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 | nerator.Generator.noncentral_chi |
| a4d00 | 73 71 75 61 72 65 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | square..numpy.random._generator. |
| a4d20 | 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 | Generator.noncentral_chisquare.. |
| a4d40 | 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 00 00 6e 6f 6e 63 65 6e 74 72 | noncentral_chisquare....noncentr |
| a4d60 | 61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 00 00 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 | al_chisquare....noncentral_chisq |
| a4d80 | 75 61 72 65 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | uare....numpy.random._generator. |
| a4da0 | 47 65 6e 65 72 61 74 6f 72 2e 63 68 69 73 71 75 61 72 65 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.chisquare.....numpy.ra |
| a4dc0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 63 68 69 73 71 75 | ndom._generator.Generator.chisqu |
| a4de0 | 61 72 65 00 00 00 00 00 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 63 68 69 73 71 75 61 72 | are.....chisquare.......chisquar |
| a4e00 | 65 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | e.......numpy.random._generator. |
| a4e20 | 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 00 6e 75 6d 70 79 2e 72 61 | Generator.noncentral_f..numpy.ra |
| a4e40 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e | ndom._generator.Generator.noncen |
| a4e60 | 74 72 61 6c 5f 66 00 00 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 00 00 00 6e 6f 6e 63 65 6e 74 72 | tral_f..noncentral_f....noncentr |
| a4e80 | 61 6c 5f 66 00 00 00 00 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 00 00 00 6e 6f 6e 63 65 6e 74 72 | al_f....noncentral_f....noncentr |
| a4ea0 | 61 6c 5f 66 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | al_f....numpy.random._generator. |
| a4ec0 | 47 65 6e 65 72 61 74 6f 72 2e 66 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | Generator.f.....numpy.random._ge |
| a4ee0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 66 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | nerator.Generator.f.....numpy.ra |
| a4f00 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d 6d 61 00 | ndom._generator.Generator.gamma. |
| a4f20 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a4f40 | 72 2e 67 61 6d 6d 61 00 67 61 6d 6d 61 00 00 00 67 61 6d 6d 61 00 00 00 6e 75 6d 70 79 2e 72 61 | r.gamma.gamma...gamma...numpy.ra |
| a4f60 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 | ndom._generator.Generator.standa |
| a4f80 | 72 64 5f 67 61 6d 6d 61 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | rd_gamma........numpy.random._ge |
| a4fa0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 | nerator.Generator.standard_gamma |
| a4fc0 | 00 00 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 00 73 74 61 6e 64 61 72 64 | ........standard_gamma..standard |
| a4fe0 | 5f 67 61 6d 6d 61 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | _gamma..numpy.random._generator. |
| a5000 | 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.normal........numpy.ra |
| a5020 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72 6d 61 6c | ndom._generator.Generator.normal |
| a5040 | 00 00 00 00 6e 6f 72 6d 61 6c 00 00 6e 6f 72 6d 61 6c 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | ....normal..normal......numpy.ra |
| a5060 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 | ndom._generator.Generator.standa |
| a5080 | 72 64 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | rd_normal.......numpy.random._ge |
| a50a0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 | nerator.Generator.standard_norma |
| a50c0 | 6c 00 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 73 74 61 6e 64 61 72 64 | l.......standard_normal.standard |
| a50e0 | 5f 6e 6f 72 6d 61 6c 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | _normal.numpy.random._generator. |
| a5100 | 47 65 6e 65 72 61 74 6f 72 2e 75 6e 69 66 6f 72 6d 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.uniform.......numpy.ra |
| a5120 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 75 6e 69 66 6f 72 | ndom._generator.Generator.unifor |
| a5140 | 6d 00 00 00 00 00 00 00 75 6e 69 66 6f 72 6d 00 75 6e 69 66 6f 72 6d 00 6e 75 6d 70 79 2e 72 61 | m.......uniform.uniform.numpy.ra |
| a5160 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 63 68 6f 69 63 65 | ndom._generator.Generator.choice |
| a5180 | 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | ........numpy.random._generator. |
| a51a0 | 47 65 6e 65 72 61 74 6f 72 2e 63 68 6f 69 63 65 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.choice........numpy.ra |
| a51c0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 63 68 6f 69 63 65 | ndom._generator.Generator.choice |
| a51e0 | 00 00 00 00 63 68 6f 69 63 65 00 00 63 68 6f 69 63 65 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | ....choice..choice......numpy.ra |
| a5200 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 62 79 74 65 73 00 | ndom._generator.Generator.bytes. |
| a5220 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a5240 | 72 2e 62 79 74 65 73 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | r.bytes.numpy.random._generator. |
| a5260 | 47 65 6e 65 72 61 74 6f 72 2e 69 6e 74 65 67 65 72 73 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.integers......numpy.ra |
| a5280 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 69 6e 74 65 67 65 | ndom._generator.Generator.intege |
| a52a0 | 72 73 00 00 00 00 00 00 69 6e 74 65 67 65 72 73 00 00 00 00 00 00 00 00 69 6e 74 65 67 65 72 73 | rs......integers........integers |
| a52c0 | 00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | ........numpy.random._generator. |
| a52e0 | 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 | Generator.standard_exponential.. |
| a5300 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a5320 | 72 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 73 74 61 6e 64 61 72 64 | r.standard_exponential..standard |
| a5340 | 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e | _exponential....standard_exponen |
| a5360 | 74 69 61 6c 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | tial....numpy.random._generator. |
| a5380 | 47 65 6e 65 72 61 74 6f 72 2e 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 6e 75 6d 70 79 2e 72 61 | Generator.exponential...numpy.ra |
| a53a0 | 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 65 78 70 6f 6e 65 | ndom._generator.Generator.expone |
| a53c0 | 6e 74 69 61 6c 00 00 00 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 00 65 78 70 6f 6e 65 6e 74 | ntial...exponential.....exponent |
| a53e0 | 69 61 6c 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e | ial.....numpy.random._generator. |
| a5400 | 47 65 6e 65 72 61 74 6f 72 2e 62 65 74 61 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | Generator.beta..numpy.random._ge |
| a5420 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 62 65 74 61 00 00 62 65 74 61 00 00 00 00 | nerator.Generator.beta..beta.... |
| a5440 | 62 65 74 61 00 00 00 00 62 65 74 61 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | beta....beta....numpy.random._ge |
| a5460 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 6e 64 6f 6d 00 00 00 00 00 00 00 00 | nerator.Generator.random........ |
| a5480 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a54a0 | 72 2e 72 61 6e 64 6f 6d 00 00 00 00 72 61 6e 64 6f 6d 00 00 72 61 6e 64 6f 6d 00 00 00 00 00 00 | r.random....random..random...... |
| a54c0 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a54e0 | 72 2e 5f 5f 72 65 64 75 63 65 5f 5f 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.__reduce__....numpy.random._ge |
| a5500 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 5f 5f 73 65 74 73 74 61 74 65 5f 5f 00 00 | nerator.Generator.__setstate__.. |
| a5520 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a5540 | 72 2e 5f 5f 67 65 74 73 74 61 74 65 5f 5f 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.__getstate__..numpy.random._ge |
| a5560 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 5f 5f 73 74 72 5f 5f 00 00 00 00 00 00 00 | nerator.Generator.__str__....... |
| a5580 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f | numpy.random._generator.Generato |
| a55a0 | 72 2e 5f 5f 72 65 70 72 5f 5f 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | r.__repr__......numpy.random._ge |
| a55c0 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 5f 5f 69 6e 69 74 5f 5f 00 00 00 00 00 00 | nerator.Generator.__init__...... |
| a55e0 | 42 69 74 47 65 6e 65 72 61 74 6f 72 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 | BitGenerator....numpy.random._ge |
| a5600 | 6e 65 72 61 74 6f 72 2e 47 65 6e 65 72 61 74 6f 72 2e 5f 5f 69 6e 69 74 5f 5f 00 00 00 00 00 00 | nerator.Generator.__init__...... |
| a5620 | 5f 5f 69 6e 69 74 5f 5f 00 00 00 00 00 00 00 00 5f 5f 69 6e 69 74 5f 5f 00 00 00 00 00 00 00 00 | __init__........__init__........ |
| a5640 | 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 67 65 6e 65 72 61 74 6f 72 2e 5f 63 68 65 63 6b 5f 62 | numpy.random._generator._check_b |
| a5660 | 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 00 42 69 74 47 65 6e 65 72 61 74 6f 72 00 00 00 00 | it_generator....BitGenerator.... |
| a5680 | 46 41 54 41 4c 3a 20 6d 6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20 61 73 20 6c 69 74 74 6c 65 | FATAL:.module.compiled.as.little |
| a56a0 | 20 65 6e 64 69 61 6e 2c 20 62 75 74 20 64 65 74 65 63 74 65 64 20 64 69 66 66 65 72 65 6e 74 20 | .endian,.but.detected.different. |
| a56c0 | 65 6e 64 69 61 6e 6e 65 73 73 20 61 74 20 72 75 6e 74 69 6d 65 00 00 00 46 41 54 41 4c 3a 20 6d | endianness.at.runtime...FATAL:.m |
| a56e0 | 6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20 61 73 20 75 6e 6b 6e 6f 77 6e 20 65 6e 64 69 61 6e | odule.compiled.as.unknown.endian |
| a5700 | 00 00 00 00 00 00 00 00 5f 41 52 52 41 59 5f 41 50 49 20 69 73 20 4e 55 4c 4c 20 70 6f 69 6e 74 | ........_ARRAY_API.is.NULL.point |
| a5720 | 65 72 00 00 00 00 00 00 5f 41 52 52 41 59 5f 41 50 49 20 69 73 20 6e 6f 74 20 50 79 43 61 70 73 | er......_ARRAY_API.is.not.PyCaps |
| a5740 | 75 6c 65 20 6f 62 6a 65 63 74 00 00 00 00 00 00 6d 6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20 | ule.object......module.compiled. |
| a5760 | 61 67 61 69 6e 73 74 20 41 50 49 20 76 65 72 73 69 6f 6e 20 30 78 25 78 20 62 75 74 20 74 68 69 | against.API.version.0x%x.but.thi |
| a5780 | 73 20 76 65 72 73 69 6f 6e 20 6f 66 20 6e 75 6d 70 79 20 69 73 20 30 78 25 78 00 00 00 00 00 00 | s.version.of.numpy.is.0x%x...... |
| a57a0 | 6d 6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20 61 67 61 69 6e 73 74 20 41 42 49 20 76 65 72 73 | module.compiled.against.ABI.vers |
| a57c0 | 69 6f 6e 20 30 78 25 78 20 62 75 74 20 74 68 69 73 20 76 65 72 73 69 6f 6e 20 6f 66 20 6e 75 6d | ion.0x%x.but.this.version.of.num |
| a57e0 | 70 79 20 69 73 20 30 78 25 78 00 00 00 00 00 00 5f 41 52 52 41 59 5f 41 50 49 20 6e 6f 74 20 66 | py.is.0x%x......_ARRAY_API.not.f |
| a5800 | 6f 75 6e 64 00 00 00 00 5f 41 52 52 41 59 5f 41 50 49 00 00 00 00 00 00 6e 75 6d 70 79 2e 63 6f | ound...._ARRAY_API......numpy.co |
| a5820 | 72 65 2e 5f 6d 75 6c 74 69 61 72 72 61 79 5f 75 6d 61 74 68 00 00 00 00 00 00 00 00 00 00 00 00 | re._multiarray_umath............ |
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| a5860 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a5880 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a58a0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
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| a8f00 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8f20 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8f40 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8f60 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8f80 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8fa0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8fc0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
| a8fe0 | 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 | ................................ |
 |
index : Coding-Club-2021-2022 | |
| High School Coding Club projects | Skullheadx |
| summaryrefslogtreecommitdiffstats |
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