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{ lib
, buildPythonPackage
, fetchPypi
, isPy27
, pandas
, pytestCheckHook
, scikit-learn
}:
buildPythonPackage rec {
pname = "imbalanced-learn";
version = "0.8.0";
disabled = isPy27; # scikit-learn>=0.21 doesn't work on python2
src = fetchPypi {
inherit pname version;
sha256 = "0a9xrw4qsh95g85pg2611hvj6xcfncw646si2icaz22haw1x410w";
};
propagatedBuildInputs = [ scikit-learn ];
checkInputs = [ pytestCheckHook pandas ];
preCheck = ''
export HOME=$TMPDIR
'';
disabledTests = [
"estimator"
"classification"
"_generator"
"show_versions"
"test_make_imbalanced_iris"
"test_rusboost[SAMME.R]"
# https://github.com/scikit-learn-contrib/imbalanced-learn/issues/824
"ValueDifferenceMetric"
];
meta = with lib; {
description = "Library offering a number of re-sampling techniques commonly used in datasets showing strong between-class imbalance";
homepage = "https://github.com/scikit-learn-contrib/imbalanced-learn";
license = licenses.mit;
maintainers = [ maintainers.rmcgibbo ];
};
}
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