1{
2 lib,
3 buildPythonPackage,
4 fetchFromGitHub,
5 setuptools,
6 pandas,
7 pytestCheckHook,
8 pythonOlder,
9 scikit-learn,
10}:
11
12buildPythonPackage rec {
13 pname = "ppscore";
14 version = "1.3.0";
15 pyproject = true;
16
17 disabled = pythonOlder "3.6";
18
19 src = fetchFromGitHub {
20 owner = "8080labs";
21 repo = "ppscore";
22 tag = version;
23 hash = "sha256-gJStsL8fN17kvXO8EH/NHGIBelPknJzYw5WEvHsFooU=";
24 };
25
26 nativeBuildInputs = [
27 setuptools
28 ];
29
30 propagatedBuildInputs = [
31 pandas
32 scikit-learn
33 ];
34
35 nativeCheckInputs = [ pytestCheckHook ];
36
37 pythonRelaxDeps = [ "pandas" ];
38
39 pythonImportsCheck = [ "ppscore" ];
40
41 meta = with lib; {
42 description = "Python implementation of the Predictive Power Score (PPS)";
43 homepage = "https://github.com/8080labs/ppscore/";
44 changelog = "https://github.com/8080labs/ppscore/blob/${src.rev}/CHANGELOG.md";
45 license = licenses.mit;
46 maintainers = with maintainers; [ evax ];
47 };
48}