pyrox.dev
1{
2 lib,
3 fetchPypi,
4 buildPythonPackage,
5
6 matplotlib,
7 numpy,
8 scipy,
9 tqdm,
10 scikit-learn,
11 scikit-image,
12
13 pytestCheckHook,
14 pythonOlder,
15}:
16
17buildPythonPackage rec {
18 pname = "lime";
19 version = "0.2.0.1";
20 format = "setuptools";
21
22 disabled = pythonOlder "3.5";
23
24 src = fetchPypi {
25 inherit pname version;
26 hash = "sha256-dpYOTwVf61Pom1AiODuvyHtj8lusYmWYSwozPRpX94E=";
27 };
28
29 postPatch = ''
30 substituteInPlace lime/tests/test_scikit_image.py \
31 --replace-fail "random_seed" "rng"
32 '';
33
34 propagatedBuildInputs = [
35 matplotlib
36 numpy
37 scipy
38 tqdm
39 scikit-learn
40 scikit-image
41 ];
42
43 nativeCheckInputs = [ pytestCheckHook ];
44
45 disabledTestPaths = [
46 # touches network
47 "lime/tests/test_lime_text.py"
48 ];
49
50 pythonImportsCheck = [
51 "lime.exceptions"
52 "lime.explanation"
53 "lime.lime_base"
54 "lime.lime_image"
55 "lime.lime_text"
56 ];
57
58 meta = {
59 description = "Local Interpretable Model-Agnostic Explanations for machine learning classifiers";
60 homepage = "https://github.com/marcotcr/lime";
61 changelog = "https://github.com/marcotcr/lime/releases/tag/${version}";
62 license = lib.licenses.bsd2;
63 maintainers = with lib.maintainers; [ khaser ];
64 };
65}