37 lines
1.1 KiB
Nix
37 lines
1.1 KiB
Nix
{ stdenv, buildPythonPackage, fetchPypi, isPy27
|
|
, nose
|
|
, pandas
|
|
, pytest
|
|
, scikitlearn
|
|
, tensorflow
|
|
}:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "imbalanced-learn";
|
|
version = "0.6.1";
|
|
disabled = isPy27; # scikit-learn>=0.21 doesn't work on python2
|
|
|
|
src = fetchPypi {
|
|
inherit pname version;
|
|
sha256 = "94f846ff8d19ee9ea42ba6feddfbc85d5b42098bd3b62318f8d3bc5c7133b274";
|
|
};
|
|
|
|
propagatedBuildInputs = [ scikitlearn ];
|
|
checkInputs = [ nose pytest pandas ];
|
|
checkPhase = ''
|
|
export HOME=$TMPDIR
|
|
# skip some tests that fail because of minimal rounding errors
|
|
# or very large dependencies (keras + tensorflow)
|
|
py.test imblearn -k 'not estimator \
|
|
and not classification \
|
|
and not _generator \
|
|
and not show_versions'
|
|
'';
|
|
|
|
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;
|
|
};
|
|
}
|