python3Packages.lime: init at 0.2.0.1 (#237973)

* python3Packages.lime: init at 0.2.0.1

* python3Packages.lime: use scikit-learn instead of scikit-learn-extra

* python3Packages.lime: added import checks

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

@@ -0,0 +1,61 @@
+{ 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=";
+  };
+
+  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 = with lib; {
+    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 = licenses.bsd2;
+    maintainers = with lib.maintainers; [ khaser ];
+  };
+}

pkgs/top-level/python-packages.nix

@@ -5846,6 +5846,8 @@ self: super: with self; {
 
   lima = callPackage ../development/python-modules/lima { };
 
+  lime = callPackage ../development/python-modules/lime { };
+
   limiter= callPackage ../development/python-modules/limiter { };
 
   limitlessled = callPackage ../development/python-modules/limitlessled { };