37bceead90
* python3Packages.lime: init at 0.2.0.1 * python3Packages.lime: use scikit-learn instead of scikit-learn-extra * python3Packages.lime: added import checks
62 lines
1.1 KiB
Nix
62 lines
1.1 KiB
Nix
{ lib
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, fetchPypi
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, buildPythonPackage
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, matplotlib
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, numpy
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, scipy
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, tqdm
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, scikit-learn
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, scikit-image
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, pytestCheckHook
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, pythonOlder
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}:
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buildPythonPackage rec {
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pname = "lime";
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version = "0.2.0.1";
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format = "setuptools";
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disabled = pythonOlder "3.5";
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src = fetchPypi {
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inherit pname version;
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hash = "sha256-dpYOTwVf61Pom1AiODuvyHtj8lusYmWYSwozPRpX94E=";
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};
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propagatedBuildInputs = [
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matplotlib
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numpy
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scipy
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tqdm
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scikit-learn
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scikit-image
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];
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nativeCheckInputs = [
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pytestCheckHook
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];
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disabledTestPaths = [
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# touches network
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"lime/tests/test_lime_text.py"
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];
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pythonImportsCheck = [
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"lime.exceptions"
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"lime.explanation"
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"lime.lime_base"
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"lime.lime_image"
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"lime.lime_text"
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];
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meta = with lib; {
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description = "Local Interpretable Model-Agnostic Explanations for machine learning classifiers";
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homepage = "https://github.com/marcotcr/lime";
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changelog = "https://github.com/marcotcr/lime/releases/tag/${version}";
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license = licenses.bsd2;
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maintainers = with lib.maintainers; [ khaser ];
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};
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}
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