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{
lib,
buildPythonPackage,
fetchFromGitHub,
fetchpatch,
deap,
numpy,
scikit-learn,
scipy,
unittestCheckHook,
}:
buildPythonPackage rec {
pname = "sklearn-deap";
version = "0.3.0";
format = "setuptools";
# No tests in Pypi
src = fetchFromGitHub {
owner = "rsteca";
repo = "sklearn-deap";
rev = version;
hash = "sha256-bXBHlv1pIOyDLKCBeffyHaTZ7gNiZNl0soa73e8E4/M=";
};
patches = [
# Fix for scikit-learn v1.1. See: https://github.com/rsteca/sklearn-deap/pull/80
(fetchpatch {
url = "https://github.com/rsteca/sklearn-deap/commit/3b84bd905796378dd845f99e083da17284c9ff6f.patch";
hash = "sha256-YYLw0uzecyIbdNAy/CxxWDV67zJbZZhUMypnDm/zNGs=";
})
(fetchpatch {
url = "https://github.com/rsteca/sklearn-deap/commit/2f60e215c834f60966b4e51df25e91939a72b952.patch";
hash = "sha256-vn5nLPwwkjsQrp3q7C7Z230lkgRiyJN0TQxO8Apizg8=";
})
];
propagatedBuildInputs = [
numpy
scipy
deap
scikit-learn
];
nativeCheckInputs = [ unittestCheckHook ];
pythonImportsCheck = [ "evolutionary_search" ];
meta = {
description = "Use evolutionary algorithms instead of gridsearch in scikit-learn";
homepage = "https://github.com/rsteca/sklearn-deap";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ psyanticy ];
broken = true; # incompatible with scikit-learn >= 1.6
};
}
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