87 lines
2 KiB
Nix
87 lines
2 KiB
Nix
{ lib
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, stdenv
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, buildPythonPackage
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, fetchPypi
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, pythonOlder
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, numpy
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, scikit-learn
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, scipy
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, tabulate
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, torch
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, tqdm
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, flaky
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, pandas
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, pytestCheckHook
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, safetensors
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, pythonAtLeast
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}:
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buildPythonPackage rec {
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pname = "skorch";
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version = "0.15.0";
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format = "setuptools";
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src = fetchPypi {
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inherit pname version;
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hash = "sha256-39XVBlCmbg162z9uL84GZrU+v+M8waXbGdVV72ZYf84=";
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};
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disabled = pythonOlder "3.8";
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propagatedBuildInputs = [
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numpy
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scikit-learn
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scipy
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tabulate
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torch
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tqdm
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];
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nativeCheckInputs = [
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flaky
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pandas
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pytestCheckHook
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safetensors
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];
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# patch out pytest-cov dep/invocation
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postPatch = ''
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substituteInPlace setup.cfg \
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--replace "--cov=skorch" "" \
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--replace "--cov-report=term-missing" "" \
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--replace "--cov-config .coveragerc" ""
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'';
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disabledTests = [
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# on CPU, these expect artifacts from previous GPU run
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"test_load_cuda_params_to_cpu"
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# failing tests
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"test_pickle_load"
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] ++ lib.optionals stdenv.isDarwin [
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# there is a problem with the compiler selection
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"test_fit_and_predict_with_compile"
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] ++ lib.optionals (pythonAtLeast "3.11") [
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# Python 3.11+ not yet supported for torch.compile
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# https://github.com/pytorch/pytorch/blob/v2.0.1/torch/_dynamo/eval_frame.py#L376-L377
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"test_fit_and_predict_with_compile"
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];
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disabledTestPaths = [
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# tries to import `transformers` and download HuggingFace data
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"skorch/tests/test_hf.py"
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] ++ lib.optionals (stdenv.hostPlatform.system != "x86_64-linux") [
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# torch.distributed is disabled by default in darwin
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# aarch64-linux also failed these tests
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"skorch/tests/test_history.py"
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];
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pythonImportsCheck = [ "skorch" ];
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meta = with lib; {
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description = "Scikit-learn compatible neural net library using Pytorch";
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homepage = "https://skorch.readthedocs.io";
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changelog = "https://github.com/skorch-dev/skorch/blob/master/CHANGES.md";
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license = licenses.bsd3;
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maintainers = with maintainers; [ bcdarwin ];
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};
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}
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