126 lines
2.8 KiB
Nix
126 lines
2.8 KiB
Nix
{
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lib,
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absl-py,
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buildPythonPackage,
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distrax,
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dm-env,
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dm-haiku,
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dm-sonnet,
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dm-tree,
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fetchpatch,
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fetchPypi,
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frozendict,
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gym,
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matplotlib,
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mizani,
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optax,
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pandas,
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patsy,
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plotnine,
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pytestCheckHook,
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pythonOlder,
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rlax,
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scikit-image,
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scipy,
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setuptools,
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statsmodels,
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tensorflow-probability,
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termcolor,
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}:
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let
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bsuite = buildPythonPackage rec {
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pname = "bsuite";
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version = "0.3.5";
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pyproject = true;
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disabled = pythonOlder "3.7";
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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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# Convert np.int -> np.int32 since np.int is deprecated, https://github.com/google-deepmind/bsuite/pull/48
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(fetchpatch {
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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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# Replace imp with importlib, https://github.com/google-deepmind/bsuite/pull/50
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(fetchpatch {
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name = "replace-imp.patch";
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url = "https://github.com/google-deepmind/bsuite/commit/d08b63655c7efa5b5bb0f35e825e17549d23e812.patch";
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hash = "sha256-V5p/6edNXTpEckuSuxJ/mvfJng5yE/pfeMoYbvlNpEo=";
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})
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];
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build-system = [ setuptools ];
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dependencies = [
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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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];
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pythonImportsCheck = [ "bsuite" ];
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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 (_: {
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doCheck = true;
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});
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};
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meta = with lib; {
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description = "Collection of experiments that investigate core capabilities of a reinforcement learning (RL) agent";
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homepage = "https://github.com/deepmind/bsuite";
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changelog = "https://github.com/google-deepmind/bsuite/releases/tag/${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ onny ];
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};
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};
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in
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bsuite
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