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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
poetry-core,
setuptools,
# dependencies
importlib-resources,
numpy,
pandas,
patsy,
scikit-learn,
scipy,
statsmodels,
# test
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "category-encoders";
version = "2.9.0";
pyproject = true;
src = fetchFromGitHub {
owner = "scikit-learn-contrib";
repo = "category_encoders";
tag = version;
hash = "sha256-OcQCEWxqH6b9adQk64fdnqFl5CGLb9Yyd7bSxSaGTvg=";
};
build-system = [
poetry-core
setuptools
];
dependencies = [
importlib-resources
numpy
pandas
patsy
scikit-learn
scipy
statsmodels
];
nativeCheckInputs = [
pytestCheckHook
];
pythonImportsCheck = [
"category_encoders"
];
meta = {
description = "Library for sklearn compatible categorical variable encoders";
homepage = "https://github.com/scikit-learn-contrib/category_encoders";
changelog = "https://github.com/scikit-learn-contrib/category_encoders/releases/tag/${src.tag}";
license = lib.licenses.bsd3;
maintainers = with lib.maintainers; [ daspk04 ];
};
}
|
