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