36 lines
1 KiB
Nix
36 lines
1 KiB
Nix
{ stdenv, buildPythonPackage, fetchFromGitHub, fetchpatch, numpy, scipy, deap, scikitlearn, python }:
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buildPythonPackage rec {
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pname = "sklearn-deap";
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version = "0.2.3";
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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 = pname;
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rev = "${version}";
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sha256 = "1yqnmy8h08i2y6bb2s0a5nx9cwvyg45293whqh420c195gpzg1x3";
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};
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patches = [
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# Fix for newer versions of scikit-learn. See: https://github.com/rsteca/sklearn-deap/pull/62
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(fetchpatch {
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url = "https://github.com/rsteca/sklearn-deap/commit/3ae62990fc87f36b59382e7c4db3c74cf99ec3bf.patch";
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sha256 = "1na6wf4v0dcmyz3pz8aiqkmv76d1iz3hi4iyfq9kfnycgzpv1kxk";
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})
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];
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propagatedBuildInputs = [ numpy scipy deap scikitlearn ];
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checkPhase = ''
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${python.interpreter} test.py
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'';
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meta = with stdenv.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.lgpl3;
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maintainers = with maintainers; [ psyanticy ];
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};
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}
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