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{ lib
, fetchPypi
, buildPythonPackage
, chex
, jaxlib
, tensorflow-probability
, optax
, dm-haiku
, bsuite
, frozendict
, pytestCheckHook
, dm-env
, distrax }:
buildPythonPackage rec {
pname = "rlax";
version = "0.1.6";
format = "setuptools";
src = fetchPypi {
inherit pname version;
hash = "sha256-C3nFOv/zxvAoz6WZ0RAZffzEbxIx/XrGabO4QPxrik8=";
};
buildInputs = [
chex
jaxlib
distrax
tensorflow-probability
];
nativeCheckInputs = [
bsuite
dm-env
dm-haiku
frozendict
optax
pytestCheckHook
];
pythonImportsCheck = [
"rlax"
];
disabledTests = [
# RuntimeErrors
"test_cross_replica_scatter_add0"
"test_cross_replica_scatter_add1"
"test_cross_replica_scatter_add2"
"test_cross_replica_scatter_add3"
"test_cross_replica_scatter_add4"
"test_learn_scale_shift"
"test_normalize_unnormalize_is_identity"
"test_outputs_preserved"
"test_scale_bounded"
"test_slow_update"
"test_unnormalize_linear"
];
meta = with lib; {
description = "Library of reinforcement learning building blocks in JAX";
homepage = "https://github.com/deepmind/rlax";
license = licenses.asl20;
maintainers = with maintainers; [ onny ];
};
}
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