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{
lib,
isPy27,
buildPythonPackage,
fetchFromGitHub,
fetchpatch,
setuptools,
scikit-learn,
pytestCheckHook,
pytest-randomly,
}:
buildPythonPackage rec {
pname = "mlrose";
version = "1.3.0";
pyproject = true;
disabled = isPy27;
src = fetchFromGitHub {
owner = "gkhayes";
repo = "mlrose";
rev = "v${version}";
sha256 = "1dn43k3rcypj58ymcj849b37w66jz7fphw8842v6mlbij3x0rxfl";
};
patches = [
# Fixes compatibility with scikit-learn 0.24.1
(fetchpatch {
url = "https://github.com/gkhayes/mlrose/pull/55/commits/19caf8616fc194402678aa67917db334ad02852a.patch";
sha256 = "1nivz3bn21nd21bxbcl16a6jmy7y5j8ilz90cjmd0xq4v7flsahf";
})
];
build-system = [ setuptools ];
dependencies = [ scikit-learn ];
nativeCheckInputs = [
pytest-randomly
pytestCheckHook
];
postPatch = ''
substituteInPlace setup.py --replace-fail sklearn scikit-learn
'';
pythonImportsCheck = [ "mlrose" ];
# Fix random seed during tests
pytestFlagsArray = [ "--randomly-seed 0" ];
meta = with lib; {
description = "Machine Learning, Randomized Optimization and SEarch";
homepage = "https://github.com/gkhayes/mlrose";
license = licenses.bsd3;
maintainers = with maintainers; [ abbradar ];
};
}
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