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