pyrox.dev
1{ stdenv
2, lib
3, buildPythonPackage
4, fetchFromGitHub
5, scikit-learn
6, scipy
7, colorama
8, pytestCheckHook
9, pythonOlder
10}:
11
12buildPythonPackage rec {
13 pname = "bayesian-optimization";
14 version = "1.4.3";
15 format = "setuptools";
16
17 disabled = pythonOlder "3.7";
18
19 src = fetchFromGitHub {
20 owner = "bayesian-optimization";
21 repo = "BayesianOptimization";
22 rev = "refs/tags/v${version}";
23 hash = "sha256-Bp/ZhVSW5lTGwnsd/doOXu++Gxw/51owCfMm96Qmgd4=";
24 };
25
26 propagatedBuildInputs = [
27 scikit-learn
28 scipy
29 colorama
30 ];
31
32 nativeCheckInputs = [ pytestCheckHook ];
33
34 pythonImportsCheck = [ "bayes_opt" ];
35
36 meta = with lib; {
37 broken = stdenv.isLinux && stdenv.isAarch64;
38 description = ''
39 A Python implementation of global optimization with gaussian processes
40 '';
41 homepage = "https://github.com/bayesian-optimization/BayesianOptimization";
42 changelog = "https://github.com/bayesian-optimization/BayesianOptimization/releases/tag/v${version}";
43 license = licenses.mit;
44 maintainers = [ maintainers.juliendehos ];
45 };
46}