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