push sheeet

pkgs/development/python-modules/lime/default.nix

@@ -0,0 +1,65 @@
+{
+  lib,
+  fetchPypi,
+  buildPythonPackage,
+
+  matplotlib,
+  numpy,
+  scipy,
+  tqdm,
+  scikit-learn,
+  scikit-image,
+
+  pytestCheckHook,
+  pythonOlder,
+}:
+
+buildPythonPackage rec {
+  pname = "lime";
+  version = "0.2.0.1";
+  format = "setuptools";
+
+  disabled = pythonOlder "3.5";
+
+  src = fetchPypi {
+    inherit pname version;
+    hash = "sha256-dpYOTwVf61Pom1AiODuvyHtj8lusYmWYSwozPRpX94E=";
+  };
+
+  postPatch = ''
+    substituteInPlace lime/tests/test_scikit_image.py \
+      --replace-fail "random_seed" "rng"
+  '';
+
+  propagatedBuildInputs = [
+    matplotlib
+    numpy
+    scipy
+    tqdm
+    scikit-learn
+    scikit-image
+  ];
+
+  nativeCheckInputs = [ pytestCheckHook ];
+
+  disabledTestPaths = [
+    # touches network
+    "lime/tests/test_lime_text.py"
+  ];
+
+  pythonImportsCheck = [
+    "lime.exceptions"
+    "lime.explanation"
+    "lime.lime_base"
+    "lime.lime_image"
+    "lime.lime_text"
+  ];
+
+  meta = {
+    description = "Local Interpretable Model-Agnostic Explanations for machine learning classifiers";
+    homepage = "https://github.com/marcotcr/lime";
+    changelog = "https://github.com/marcotcr/lime/releases/tag/${version}";
+    license = lib.licenses.bsd2;
+    maintainers = with lib.maintainers; [ khaser ];
+  };
+}