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