76 lines
1.7 KiB
Nix
76 lines
1.7 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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isPy27,
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setuptools,
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pytestCheckHook,
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scipy,
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numpy,
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scikit-learn,
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pandas,
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matplotlib,
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joblib,
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}:
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buildPythonPackage rec {
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pname = "mlxtend";
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version = "0.23.4";
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pyproject = true;
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disabled = isPy27;
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src = fetchFromGitHub {
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owner = "rasbt";
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repo = "mlxtend";
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tag = "v${version}";
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hash = "sha256-xoAHYRmqN5SrEWlc18ntTZ6WAznBlVZdf+x5Yev3ysE=";
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};
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build-system = [ setuptools ];
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dependencies = [
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scipy
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numpy
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scikit-learn
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pandas
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matplotlib
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joblib
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];
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patches = [
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# https://github.com/rasbt/mlxtend/issues/1117
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./0001-StackingCVClassifier-fit-ensure-compatibility-with-s.patch
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];
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nativeCheckInputs = [ pytestCheckHook ];
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pytestFlagsArray = [ "-sv" ];
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disabledTests = [
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# Type changed in numpy2 test should be updated
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"test_invalid_labels_1"
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"test_default"
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"test_nullability"
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];
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disabledTestPaths = [
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"mlxtend/evaluate/f_test.py" # need clean
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"mlxtend/evaluate/tests/test_feature_importance.py" # urlopen error
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"mlxtend/evaluate/tests/test_bias_variance_decomp.py" # keras.api._v2
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"mlxtend/evaluate/tests/test_bootstrap_point632.py" # keras.api._v2
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# Failing tests, most likely an upstream issue. See https://github.com/rasbt/mlxtend/issues/1117
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"mlxtend/classifier/tests/test_ensemble_vote_classifier.py"
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"mlxtend/classifier/tests/test_stacking_classifier.py"
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"mlxtend/classifier/tests/test_stacking_cv_classifier.py"
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];
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meta = {
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description = "Library of Python tools and extensions for data science";
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homepage = "https://github.com/rasbt/mlxtend";
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license = lib.licenses.bsd3;
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maintainers = with lib.maintainers; [ evax ];
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platforms = lib.platforms.unix;
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};
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}
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