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{ lib, buildPythonPackage, fetchFromGitHub, fetchpatch, numpy, scipy, deap, scikit-learn, python }:
buildPythonPackage rec {
pname = "sklearn-deap";
version = "0.2.3";
# No tests in Pypi
src = fetchFromGitHub {
owner = "rsteca";
repo = pname;
rev = version;
sha256 = "1yqnmy8h08i2y6bb2s0a5nx9cwvyg45293whqh420c195gpzg1x3";
};
patches = [
# Fix for scikit-learn v0.21.1. See: https://github.com/rsteca/sklearn-deap/pull/62
(fetchpatch {
url = "https://github.com/rsteca/sklearn-deap/commit/3ae62990fc87f36b59382e7c4db3c74cf99ec3bf.patch";
sha256 = "1na6wf4v0dcmyz3pz8aiqkmv76d1iz3hi4iyfq9kfnycgzpv1kxk";
})
];
propagatedBuildInputs = [ numpy scipy deap scikit-learn ];
checkPhase = ''
${python.interpreter} test.py
'';
meta = with lib; {
description = "Use evolutionary algorithms instead of gridsearch in scikit-learn";
homepage = "https://github.com/rsteca/sklearn-deap";
license = licenses.lgpl3;
maintainers = with maintainers; [ psyanticy ];
# broken by scikit-learn 0.24.1
broken = true;
};
}
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