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43 lines
1.1 KiB
43 lines
1.1 KiB
{ lib
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, buildPythonPackage
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, fetchPypi
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, isPy27
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, pandas
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, pytestCheckHook
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, scikit-learn
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}:
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buildPythonPackage rec {
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pname = "imbalanced-learn";
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version = "0.9.0";
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disabled = isPy27; # scikit-learn>=0.21 doesn't work on python2
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src = fetchPypi {
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inherit pname version;
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sha256 = "836a4c137cc3c10310d4f6cd5ec34600ff488d7f8c243a997c3f9b551c91d0b2";
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};
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propagatedBuildInputs = [ scikit-learn ];
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checkInputs = [ pytestCheckHook pandas ];
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preCheck = ''
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export HOME=$TMPDIR
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'';
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disabledTests = [
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"estimator"
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"classification"
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"_generator"
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"show_versions"
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"test_make_imbalanced_iris"
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"test_rusboost[SAMME.R]"
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# https://github.com/scikit-learn-contrib/imbalanced-learn/issues/824
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"ValueDifferenceMetric"
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];
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meta = with lib; {
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description = "Library offering a number of re-sampling techniques commonly used in datasets showing strong between-class imbalance";
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homepage = "https://github.com/scikit-learn-contrib/imbalanced-learn";
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license = licenses.mit;
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maintainers = [ maintainers.rmcgibbo ];
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};
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}
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