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{ stdenv
, buildPythonPackage
, fetchPypi
, dask
, numpy, toolz # dask[array]
, numba
, pandas
, scikitlearn
, scipy
, dask-glm
, six
, multipledispatch
, packaging
, pytest
, xgboost
, tensorflow
, joblib
, distributed
}:
buildPythonPackage rec {
version = "1.0.0";
pname = "dask-ml";
src = fetchPypi {
inherit pname version;
sha256 = "dde926478653bd03a3fbc501d3873a1534836608217b94d04320d1e1c07e59dc";
};
checkInputs = [ pytest xgboost tensorflow joblib distributed ];
propagatedBuildInputs = [ dask numpy toolz numba pandas scikitlearn scipy dask-glm six multipledispatch packaging ];
# dask-ml has some heavy test requirements
# and requires some very new packages
doCheck = false;
meta = with stdenv.lib; {
homepage = https://github.com/dask/dask-ml;
description = "Scalable Machine Learn with Dask";
license = licenses.bsd3;
maintainers = [ maintainers.costrouc ];
};
}
|