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{ lib
, fetchPypi
, buildPythonPackage
, numpy
, tensorflow-probability
, chex
, dm-haiku
, pytestCheckHook
, jaxlib
}:
buildPythonPackage rec {
pname = "distrax";
version = "0.1.4";
src = fetchPypi {
inherit pname version;
hash = "sha256-klXT5wfnWUGMrf5sQhYqz7Foc/Ou5y4GIFgtTff1ZFQ=";
};
buildInputs = [
chex
jaxlib
numpy
tensorflow-probability
];
nativeCheckInputs = [
dm-haiku
pytestCheckHook
];
pythonImportsCheck = [
"distrax"
];
disabledTestPaths = [
# TypeErrors
"distrax/_src/bijectors/tfp_compatible_bijector_test.py"
"distrax/_src/distributions/distribution_from_tfp_test.py"
"distrax/_src/distributions/laplace_test.py"
"distrax/_src/distributions/multinomial_test.py"
"distrax/_src/distributions/mvn_diag_plus_low_rank_test.py"
"distrax/_src/distributions/mvn_kl_test.py"
"distrax/_src/distributions/straight_through_test.py"
"distrax/_src/distributions/tfp_compatible_distribution_test.py"
"distrax/_src/distributions/transformed_test.py"
"distrax/_src/distributions/uniform_test.py"
"distrax/_src/utils/transformations_test.py"
];
meta = with lib; {
description = "Probability distributions in JAX";
homepage = "https://github.com/deepmind/distrax";
license = licenses.asl20;
maintainers = with maintainers; [ onny ];
# Broken on all platforms (starting 2022-07-27)
broken = true;
};
}
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