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{ lib
, buildPythonPackage
, fetchPypi
, pytestCheckHook
, flaky
, numpy
, pandas
, torch
, scikit-learn
, scipy
, tabulate
, tqdm
}:
buildPythonPackage rec {
pname = "skorch";
version = "0.12.1";
src = fetchPypi {
inherit pname version;
hash = "sha256-fjNbNY/Dr7lgVGPrHJTvPGuhyPR6IVS7ohBQMI+J1+k=";
};
propagatedBuildInputs = [ numpy torch scikit-learn scipy tabulate tqdm ];
nativeCheckInputs = [ flaky pandas pytestCheckHook ];
# patch out pytest-cov dep/invocation
postPatch = ''
substituteInPlace setup.cfg \
--replace "--cov=skorch" "" \
--replace "--cov-report=term-missing" "" \
--replace "--cov-config .coveragerc" ""
'';
disabledTests = [
# on CPU, these expect artifacts from previous GPU run
"test_load_cuda_params_to_cpu"
# failing tests
"test_pickle_load"
];
# tries to import `transformers` and download HuggingFace data
disabledTestPaths = [ "skorch/tests/test_hf.py" ];
pythonImportsCheck = [ "skorch" ];
meta = with lib; {
description = "Scikit-learn compatible neural net library using Pytorch";
homepage = "https://skorch.readthedocs.io";
changelog = "https://github.com/skorch-dev/skorch/blob/master/CHANGES.md";
license = licenses.bsd3;
maintainers = with maintainers; [ bcdarwin ];
};
}
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