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{ lib
, fetchPypi
, buildPythonPackage
, frozendict
, termcolor
, matplotlib
, gym
, pandas
, scipy
, absl-py
, dm-env
, plotnine
, scikit-image
, dm-tree
, patsy
, tensorflow-probability
, dm-haiku
, statsmodels
, mizani
, trfl
, optax
, pytestCheckHook
, dm-sonnet
, rlax
, distrax
}:
let bsuite = buildPythonPackage rec {
pname = "bsuite";
version = "0.3.5";
format = "setuptools";
src = fetchPypi {
inherit pname version;
hash = "sha256-ak9McvXl7Nz5toUaPaRaJek9lurxiQiIW209GnZEjX0=";
};
buildInputs = [
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
trfl
];
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 = with lib; {
description = ''
Core RL Behaviour Suite. A collection of reinforcement learning
experiments
'';
homepage = "https://github.com/deepmind/bsuite";
license = licenses.asl20;
maintainers = with maintainers; [ onny ];
};
}; in bsuite
|