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{
lib,
absl-py,
buildPythonPackage,
distrax,
dm-env,
dm-haiku,
dm-sonnet,
dm-tree,
fetchpatch,
fetchPypi,
frozendict,
gym,
matplotlib,
mizani,
optax,
pandas,
patsy,
plotnine,
pytestCheckHook,
rlax,
scikit-image,
scipy,
setuptools,
statsmodels,
tensorflow-probability,
termcolor,
}:
let
bsuite = buildPythonPackage rec {
pname = "bsuite";
version = "0.3.5";
pyproject = true;
src = fetchPypi {
inherit pname version;
hash = "sha256-ak9McvXl7Nz5toUaPaRaJek9lurxiQiIW209GnZEjX0=";
};
patches = [
# Convert np.int -> np.int32 since np.int is deprecated, https://github.com/google-deepmind/bsuite/pull/48
(fetchpatch {
url = "https://github.com/google-deepmind/bsuite/pull/48/commits/f8d81b2f1c27ef2c8c71ae286001ed879ea306ab.patch";
hash = "sha256-FXtvVS+U8brulq8Z27+yWIimB+kigGiUOIv1SHb1TA8=";
})
# Replace imp with importlib, https://github.com/google-deepmind/bsuite/pull/50
(fetchpatch {
name = "replace-imp.patch";
url = "https://github.com/google-deepmind/bsuite/commit/d08b63655c7efa5b5bb0f35e825e17549d23e812.patch";
hash = "sha256-V5p/6edNXTpEckuSuxJ/mvfJng5yE/pfeMoYbvlNpEo=";
})
];
build-system = [ setuptools ];
dependencies = [
absl-py
dm-env
dm-tree
frozendict
gym
matplotlib
mizani
pandas
patsy
plotnine
scikit-image
scipy
statsmodels
termcolor
];
nativeCheckInputs = [
distrax
dm-haiku
dm-sonnet
optax
pytestCheckHook
rlax
tensorflow-probability
];
pythonImportsCheck = [ "bsuite" ];
disabledTests = [
# Tests require network connection
"test_run9"
"test_longer_action_sequence"
"test_reset"
"test_step_after_reset"
"test_step_on_fresh_environment"
"test_longer_action_sequence"
"test_reset"
"test_step_after_reset"
"test_step_on_fresh_environment"
"test_longer_action_sequence"
"test_reset"
"test_step_after_reset"
"test_step_on_fresh_environment"
"test_logger"
"test_episode_truncation"
];
# Escape infinite recursion with rlax
doCheck = false;
passthru.tests = {
check = bsuite.overridePythonAttrs (_: {
doCheck = true;
});
};
meta = {
description = "Collection of experiments that investigate core capabilities of a reinforcement learning (RL) agent";
homepage = "https://github.com/deepmind/bsuite";
changelog = "https://github.com/google-deepmind/bsuite/releases/tag/${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ onny ];
};
};
in
bsuite
|
