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{ 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 ];
};
}
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