30 lines
970 B
Nix
30 lines
970 B
Nix
{ stdenv, buildPythonPackage, fetchPypi, scikitlearn, pandas, nose, pytest }:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "imbalanced-learn";
|
|
version = "0.5.0";
|
|
|
|
src = fetchPypi {
|
|
inherit pname version;
|
|
sha256 = "5df760537886678ef9e25f5bad96d194c5fc66f62de84488069acf5d4b0119d5";
|
|
};
|
|
|
|
propagatedBuildInputs = [ scikitlearn ];
|
|
checkInputs = [ nose pytest pandas ];
|
|
checkPhase = ''
|
|
export HOME=$PWD
|
|
# skip some tests that fail because of minimal rounding errors
|
|
# or large dependencies
|
|
py.test imblearn -k 'not classification \
|
|
and not _generator \
|
|
and not _forest \
|
|
and not wrong_memory'
|
|
'';
|
|
|
|
meta = with stdenv.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;
|
|
};
|
|
}
|