113 lines
2.1 KiB
Nix
113 lines
2.1 KiB
Nix
{ lib
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, fetchPypi
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, buildPythonPackage
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, fetchpatch
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, frozendict
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, termcolor
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, matplotlib
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, gym
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, pandas
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, scipy
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, absl-py
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, dm-env
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, plotnine
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, scikit-image
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, dm-tree
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, patsy
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, tensorflow-probability
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, dm-haiku
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, statsmodels
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, mizani
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, trfl
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, optax
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, pytestCheckHook
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, dm-sonnet
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, rlax
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, distrax
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}:
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let bsuite = buildPythonPackage rec {
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pname = "bsuite";
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version = "0.3.5";
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format = "setuptools";
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src = fetchPypi {
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inherit pname version;
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hash = "sha256-ak9McvXl7Nz5toUaPaRaJek9lurxiQiIW209GnZEjX0=";
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};
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patches = [
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(fetchpatch { # Convert np.int -> np.int32 since np.int is deprecated (https://github.com/google-deepmind/bsuite/pull/48)
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url = "https://github.com/google-deepmind/bsuite/pull/48/commits/f8d81b2f1c27ef2c8c71ae286001ed879ea306ab.patch";
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hash = "sha256-FXtvVS+U8brulq8Z27+yWIimB+kigGiUOIv1SHb1TA8=";
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})
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];
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propagatedBuildInputs = [
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absl-py
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dm-env
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dm-tree
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frozendict
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gym
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matplotlib
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mizani
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pandas
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patsy
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plotnine
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scikit-image
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scipy
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statsmodels
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termcolor
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];
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nativeCheckInputs = [
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distrax
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dm-haiku
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dm-sonnet
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optax
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pytestCheckHook
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rlax
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tensorflow-probability
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trfl
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];
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pythonImportsCheck = [
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"bsuite"
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];
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disabledTests = [
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# Tests require network connection
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"test_run9"
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"test_longer_action_sequence"
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"test_reset"
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"test_step_after_reset"
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"test_step_on_fresh_environment"
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"test_longer_action_sequence"
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"test_reset"
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"test_step_after_reset"
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"test_step_on_fresh_environment"
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"test_longer_action_sequence"
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"test_reset"
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"test_step_after_reset"
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"test_step_on_fresh_environment"
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"test_logger"
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"test_episode_truncation"
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];
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# escape infinite recursion with rlax
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doCheck = false;
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passthru.tests = {
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check = bsuite.overridePythonAttrs (_: { doCheck = true; });
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};
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meta = with lib; {
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description = ''
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Core RL Behaviour Suite. A collection of reinforcement learning
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experiments
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'';
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homepage = "https://github.com/deepmind/bsuite";
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license = licenses.asl20;
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maintainers = with maintainers; [ onny ];
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};
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}; in bsuite
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