79 lines
1.5 KiB
Nix
79 lines
1.5 KiB
Nix
{
|
|
lib,
|
|
buildPythonPackage,
|
|
fetchFromGitHub,
|
|
pythonOlder,
|
|
setuptools,
|
|
setuptools-scm,
|
|
joblib,
|
|
keras,
|
|
numpy,
|
|
pandas,
|
|
scikit-learn,
|
|
scipy,
|
|
tensorflow,
|
|
threadpoolctl,
|
|
pytestCheckHook,
|
|
}:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "imbalanced-learn";
|
|
version = "0.13.0";
|
|
pyproject = true;
|
|
|
|
disabled = pythonOlder "3.8";
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "scikit-learn-contrib";
|
|
repo = "imbalanced-learn";
|
|
tag = version;
|
|
hash = "sha256-osmALi5vTV+3kgldY/VhYkNvpXX11KwJ/dIX/5E7Uhc=";
|
|
};
|
|
|
|
build-system = [
|
|
setuptools
|
|
setuptools-scm
|
|
];
|
|
|
|
dependencies = [
|
|
joblib
|
|
numpy
|
|
scikit-learn
|
|
scipy
|
|
threadpoolctl
|
|
];
|
|
|
|
optional-dependencies = {
|
|
optional = [
|
|
keras
|
|
pandas
|
|
tensorflow
|
|
];
|
|
};
|
|
|
|
pythonImportsCheck = [ "imblearn" ];
|
|
|
|
nativeCheckInputs = [
|
|
pytestCheckHook
|
|
pandas
|
|
];
|
|
|
|
preCheck = ''
|
|
export HOME=$TMPDIR
|
|
'';
|
|
|
|
disabledTestPaths = [
|
|
# require tensorflow and keras, but we don't want to
|
|
# add them to nativeCheckInputs just for this tests
|
|
"imblearn/keras/_generator.py"
|
|
];
|
|
|
|
meta = with lib; {
|
|
description = "Library offering a number of re-sampling techniques commonly used in datasets showing strong between-class imbalance";
|
|
homepage = "https://github.com/scikit-learn-contrib/imbalanced-learn";
|
|
changelog = "https://github.com/scikit-learn-contrib/imbalanced-learn/releases/tag/${version}";
|
|
license = licenses.mit;
|
|
maintainers = [ maintainers.rmcgibbo ];
|
|
};
|
|
}
|