pyrox.dev
1{ lib
2, buildPythonPackage
3, fetchFromGitHub
4, fetchpatch
5, deap
6, numpy
7, scikit-learn
8, scipy
9, unittestCheckHook
10}:
11
12buildPythonPackage rec {
13 pname = "sklearn-deap";
14 version = "0.3.0";
15 format = "setuptools";
16
17 # No tests in Pypi
18 src = fetchFromGitHub {
19 owner = "rsteca";
20 repo = "sklearn-deap";
21 rev = version;
22 hash = "sha256-bXBHlv1pIOyDLKCBeffyHaTZ7gNiZNl0soa73e8E4/M=";
23 };
24
25 patches = [
26 # Fix for scikit-learn v1.1. See: https://github.com/rsteca/sklearn-deap/pull/80
27 (fetchpatch {
28 url = "https://github.com/rsteca/sklearn-deap/commit/3b84bd905796378dd845f99e083da17284c9ff6f.patch";
29 hash = "sha256-YYLw0uzecyIbdNAy/CxxWDV67zJbZZhUMypnDm/zNGs=";
30 })
31 (fetchpatch {
32 url = "https://github.com/rsteca/sklearn-deap/commit/2f60e215c834f60966b4e51df25e91939a72b952.patch";
33 hash = "sha256-vn5nLPwwkjsQrp3q7C7Z230lkgRiyJN0TQxO8Apizg8=";
34 })
35 ];
36
37 propagatedBuildInputs = [ numpy scipy deap scikit-learn ];
38
39 nativeCheckInputs = [
40 unittestCheckHook
41 ];
42
43 pythonImportsCheck = [ "evolutionary_search" ];
44
45 meta = with lib; {
46 description = "Use evolutionary algorithms instead of gridsearch in scikit-learn";
47 homepage = "https://github.com/rsteca/sklearn-deap";
48 license = licenses.mit;
49 maintainers = with maintainers; [ psyanticy ];
50 };
51}
52