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{ lib
, fetchFromGitHub
, buildPythonPackage
, python
, tensorflow
, decorator
, cloudpickle
, hypothesis
, scipy
, matplotlib
, mock
, pytest
}:
buildPythonPackage rec {
pname = "tensorflow-probability";
version = "0.7";
src = fetchFromGitHub {
owner = "tensorflow";
repo = "probability";
rev = "v${version}";
sha256 = "0sy9gmjcvmwciamqvd7kd9qw2wd7ksklk80815fsn7sj0wiqxjyd";
};
propagatedBuildInputs = [
tensorflow
decorator
cloudpickle
];
# Listed here:
# https://github.com/tensorflow/probability/blob/f01d27a6f256430f03b14beb14d37def726cb257/testing/run_tests.sh#L58
checkInputs = [
hypothesis
pytest
scipy
matplotlib
mock
];
# actual checks currently fail because for some reason
# tf.enable_eager_execution is called too late. Probably because upstream
# intents these tests to be run by bazel, not plain pytest.
# checkPhase = ''
# # tests need to import from other test files
# export PYTHONPATH="$PWD/tensorflow-probability:$PYTHONPATH"
# py.test
# '';
# sanity check
checkPhase = ''
python -c 'import tensorflow_probability'
'';
meta = with lib; {
description = "Library for probabilistic reasoning and statistical analysis";
homepage = https://www.tensorflow.org/probability/;
license = licenses.asl20;
maintainers = with maintainers; [ timokau ];
};
}
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