77 lines
1.3 KiB
Nix
77 lines
1.3 KiB
Nix
{
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lib,
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buildPythonPackage,
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pythonOlder,
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fetchFromGitHub,
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hatch-vcs,
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hatchling,
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setuptools-scm,
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dask,
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dask-expr,
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dask-glm,
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distributed,
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multipledispatch,
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numba,
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numpy,
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packaging,
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pandas,
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scikit-learn,
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scipy,
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pytest-mock,
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pytestCheckHook,
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}:
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buildPythonPackage rec {
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pname = "dask-ml";
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version = "2024.4.4";
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pyproject = true;
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disabled = pythonOlder "3.6";
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src = fetchFromGitHub {
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owner = "dask";
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repo = "dask-ml";
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rev = "refs/tags/v${version}";
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hash = "sha256-ZiBpCk3b4Tk0Hwb4uapJLEx+Nb/qHFROCnkBTNGDzoU=";
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};
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build-system = [
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hatch-vcs
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hatchling
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setuptools-scm
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];
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dependencies = [
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dask-expr
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dask-glm
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distributed
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multipledispatch
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numba
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numpy
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packaging
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pandas
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scikit-learn
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scipy
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] ++ dask.optional-dependencies.array ++ dask.optional-dependencies.dataframe;
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pythonImportsCheck = [
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"dask_ml"
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"dask_ml.naive_bayes"
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"dask_ml.wrappers"
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"dask_ml.utils"
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];
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nativeCheckInputs = [
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pytest-mock
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pytestCheckHook
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];
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__darwinAllowLocalNetworking = true;
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meta = with lib; {
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description = "Scalable Machine Learn with Dask";
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homepage = "https://github.com/dask/dask-ml";
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license = licenses.bsd3;
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maintainers = with maintainers; [ GaetanLepage ];
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};
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}
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