# Autogenerated by nbdev

d = { 'settings': { 'allowed_cell_metadata_keys': '',
                'allowed_metadata_keys': '',
                'audience': 'Developers',
                'author': 'Josiah Laivins, and contributors',
                'author_email': '',
                'black_formatting': 'False',
                'branch': 'main',
                'clean_ids': 'True',
                'conda_requirements': '',
                'console_scripts': 'fastrl_make_requirements=fastrl.cli:fastrl_make_requirements',
                'copyright': '2021 onwards, Josiah Laivins',
                'custom_quarto_yml': 'False',
                'custom_sidebar': 'False',
                'description': 'fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.',
                'dev_requirements': 'gym[all]>=0.25.1 ray metaflow jupyterlab nbdev==2.2.5 ipywidgets moviepy pygifsicle aquirdturtle_collapsible_headings '
                                    'plotly\n'
                                    'xeus-python matplotlib_inline rich[jupyter] wheel twine fastdownload watchdog[watchmedo] graphviz',
                'doc_baseurl': '/fastrl/',
                'doc_host': 'https://josiahls.github.io',
                'doc_path': '_docs',
                'git_url': 'https://github.com/josiahls/fastrl/tree/main/',
                'jupyter_hooks': 'True',
                'keywords': 'fastrl reinforcement learning rl robotics fastai deep learning machine learning',
                'language': 'English',
                'lib_name': 'fastrl',
                'lib_path': 'fastrl',
                'license': 'apache2',
                'min_python': '3.7',
                'nbs_path': 'nbs',
                'pip_requirements': 'gym>=0.25.1 pyopengl pyglet protobuf==3.20.* tensorboard pygame',
                'readme_nb': 'index.ipynb',
                'recursive': 'False',
                'requirements': 'torch fastai',
                'status': '2',
                'title': 'fastrl',
                'tst_flags': 'slow cpp cuda multicuda',
                'user': 'josiahls',
                'version': '0.0.45'},
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                                        'fastrl.agents.discrete.ArgMaxer.debug_display': 'https://josiahls.github.io/fastrl/agents.discrete.html#argmaxer.debug_display',
                                        'fastrl.agents.discrete.EpsilonCollector': 'https://josiahls.github.io/fastrl/agents.discrete.html#epsiloncollector',
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                                        'fastrl.agents.discrete.NumpyConverter.debug_display': 'https://josiahls.github.io/fastrl/agents.discrete.html#numpyconverter.debug_display',
                                        'fastrl.agents.discrete.PyPrimativeConverter': 'https://josiahls.github.io/fastrl/agents.discrete.html#pyprimativeconverter',
                                        'fastrl.agents.discrete.PyPrimativeConverter.debug_display': 'https://josiahls.github.io/fastrl/agents.discrete.html#pyprimativeconverter.debug_display'},
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                                                'fastrl.agents.dqn.asynchronous.CacheLoggerBase.reset': 'https://josiahls.github.io/fastrl/agents.dqn.asynchronous.html#cacheloggerbase.reset',
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                                                'fastrl.agents.dqn.asynchronous.DQNLearner': 'https://josiahls.github.io/fastrl/agents.dqn.asynchronous.html#dqnlearner',
                                                'fastrl.agents.dqn.asynchronous.ModelPublisher': 'https://josiahls.github.io/fastrl/agents.dqn.asynchronous.html#modelpublisher',
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                                         'fastrl.agents.dqn.basic.DQN.forward': 'https://josiahls.github.io/fastrl/agents.dqn.basic.html#dqn.forward',
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                                         'fastrl.agents.dqn.basic.QCalc': 'https://josiahls.github.io/fastrl/agents.dqn.basic.html#qcalc',
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                                               'fastrl.agents.dqn.categorical.CategoricalDQN.forward': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaldqn.forward',
                                               'fastrl.agents.dqn.categorical.CategoricalDQN.p': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaldqn.p',
                                               'fastrl.agents.dqn.categorical.CategoricalDQN.policy': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaldqn.policy',
                                               'fastrl.agents.dqn.categorical.CategoricalDQN.q': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaldqn.q',
                                               'fastrl.agents.dqn.categorical.CategoricalDQN.to': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaldqn.to',
                                               'fastrl.agents.dqn.categorical.CategoricalTargetQCalc': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaltargetqcalc',
                                               'fastrl.agents.dqn.categorical.CategoricalTargetQCalc.replace_remove_dp': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaltargetqcalc.replace_remove_dp',
                                               'fastrl.agents.dqn.categorical.CategoricalTargetQCalc.reset': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categoricaltargetqcalc.reset',
                                               'fastrl.agents.dqn.categorical.MultiModelRunner': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#multimodelrunner',
                                               'fastrl.agents.dqn.categorical.MultiModelRunner.replace_dp': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#multimodelrunner.replace_dp',
                                               'fastrl.agents.dqn.categorical.PartialCrossEntropy': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#partialcrossentropy',
                                               'fastrl.agents.dqn.categorical.categorical_update': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#categorical_update',
                                               'fastrl.agents.dqn.categorical.create_support': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#create_support',
                                               'fastrl.agents.dqn.categorical.distribute': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#distribute',
                                               'fastrl.agents.dqn.categorical.final_distribute': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#final_distribute',
                                               'fastrl.agents.dqn.categorical.show_q': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#show_q',
                                               'fastrl.agents.dqn.categorical.show_q_distribution': 'https://josiahls.github.io/fastrl/agents.dqn.categorical.html#show_q_distribution'},
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            'fastrl.agents.dqn.dueling': { 'fastrl.agents.dqn.dueling.DuelingHead': 'https://josiahls.github.io/fastrl/agents.dqn.dueling.html#duelinghead',
                                           'fastrl.agents.dqn.dueling.DuelingHead.forward': 'https://josiahls.github.io/fastrl/agents.dqn.dueling.html#duelinghead.forward'},
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                                          'fastrl.agents.dqn.target.TargetModelQCalc.replace_dp': 'https://josiahls.github.io/fastrl/agents.dqn.target.html#targetmodelqcalc.replace_dp',
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                             'fastrl.core.SimpleStep.device': 'https://josiahls.github.io/fastrl/core.html#simplestep.device',
                             'fastrl.core.SimpleStep.random': 'https://josiahls.github.io/fastrl/core.html#simplestep.random',
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                             'fastrl.core.test_in': 'https://josiahls.github.io/fastrl/core.html#test_in',
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                                        'fastrl.dataloader2_ext.DataPipeBehindQueues': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#datapipebehindqueues',
                                        'fastrl.dataloader2_ext.DataPipeToQueuesLoop': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#datapipetoqueuesloop',
                                        'fastrl.dataloader2_ext.GetInputItemRequest': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#getinputitemrequest',
                                        'fastrl.dataloader2_ext.GetInputItemResponse': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#getinputitemresponse',
                                        'fastrl.dataloader2_ext.InputInjester': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#inputinjester',
                                        'fastrl.dataloader2_ext.InputItemIterDataPipeQueueProtocolClient': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#inputitemiterdatapipequeueprotocolclient',
                                        'fastrl.dataloader2_ext.InputItemIterDataPipeQueueProtocolClient.get_response_input_item': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#inputitemiterdatapipequeueprotocolclient.get_response_input_item',
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                                        'fastrl.dataloader2_ext.InputItemIterDataPipeQueueProtocolServer': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#inputitemiterdatapipequeueprotocolserver',
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                                        'fastrl.dataloader2_ext.PrototypeMultiProcessingReadingService': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#prototypemultiprocessingreadingservice',
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                                        'fastrl.dataloader2_ext.SpawnProcessForDataPipeline': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#spawnprocessfordatapipeline',
                                        'fastrl.dataloader2_ext.item_input_pipe_type': 'https://josiahls.github.io/fastrl/dataloader2_ext.html#item_input_pipe_type'},
            'fastrl.envs.gym': { 'fastrl.envs.gym.GymStepper': 'https://josiahls.github.io/fastrl/envs.gym.html#gymstepper',
                                 'fastrl.envs.gym.GymStepper.env_reset': 'https://josiahls.github.io/fastrl/envs.gym.html#gymstepper.env_reset',
                                 'fastrl.envs.gym.GymStepper.no_agent_create_step': 'https://josiahls.github.io/fastrl/envs.gym.html#gymstepper.no_agent_create_step',
                                 'fastrl.envs.gym.GymTransformBlock': 'https://josiahls.github.io/fastrl/envs.gym.html#gymtransformblock',
                                 'fastrl.envs.gym.GymTypeTransform': 'https://josiahls.github.io/fastrl/envs.gym.html#gymtypetransform',
                                 'fastrl.envs.gym.GymTypeTransform.encodes': 'https://josiahls.github.io/fastrl/envs.gym.html#gymtypetransform.encodes',
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            'fastrl.fastai.data.block': { 'fastrl.fastai.data.block.DataBlock': 'https://josiahls.github.io/fastrl/fastai.data.block.html#datablock',
                                          'fastrl.fastai.data.block.DataBlock.dataloaders': 'https://josiahls.github.io/fastrl/fastai.data.block.html#datablock.dataloaders',
                                          'fastrl.fastai.data.block.DataBlock.datapipes': 'https://josiahls.github.io/fastrl/fastai.data.block.html#datablock.datapipes',
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                                       'fastrl.fastai.learner.Learner.add_cb': 'https://josiahls.github.io/fastrl/fastai.learner.html#learner.add_cb',
                                       'fastrl.fastai.learner.Learner.add_cbs': 'https://josiahls.github.io/fastrl/fastai.learner.html#learner.add_cbs',
                                       'fastrl.fastai.learner.Learner.fit': 'https://josiahls.github.io/fastrl/fastai.learner.html#learner.fit',
                                       'fastrl.fastai.learner.Learner.remove_cbs': 'https://josiahls.github.io/fastrl/fastai.learner.html#learner.remove_cbs'},
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                                     'fastrl.learner.core.LearnerBase.reset': 'https://josiahls.github.io/fastrl/learner.core.html#learnerbase.reset',
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                                     'fastrl.learner.core.LearnerHead.fit': 'https://josiahls.github.io/fastrl/learner.core.html#learnerhead.fit'},
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                                     'fastrl.loggers.core.BatchCollector': 'https://josiahls.github.io/fastrl/loggers.core.html#batchcollector',
                                     'fastrl.loggers.core.BatchCollector.batch_on_pipe_get_batches': 'https://josiahls.github.io/fastrl/loggers.core.html#batchcollector.batch_on_pipe_get_batches',
                                     'fastrl.loggers.core.EpocherCollector': 'https://josiahls.github.io/fastrl/loggers.core.html#epochercollector',
                                     'fastrl.loggers.core.LogCollector': 'https://josiahls.github.io/fastrl/loggers.core.html#logcollector',
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                                     'fastrl.loggers.core.LoggerBase.connect_source_datapipe': 'https://josiahls.github.io/fastrl/loggers.core.html#loggerbase.connect_source_datapipe',
                                     'fastrl.loggers.core.LoggerBase.dequeue': 'https://josiahls.github.io/fastrl/loggers.core.html#loggerbase.dequeue',
                                     'fastrl.loggers.core.LoggerBase.filter_record': 'https://josiahls.github.io/fastrl/loggers.core.html#loggerbase.filter_record',
                                     'fastrl.loggers.core.LoggerBase.reset': 'https://josiahls.github.io/fastrl/loggers.core.html#loggerbase.reset',
                                     'fastrl.loggers.core.ProgressBarLogger': 'https://josiahls.github.io/fastrl/loggers.core.html#progressbarlogger',
                                     'fastrl.loggers.core.RewardCollector': 'https://josiahls.github.io/fastrl/loggers.core.html#rewardcollector',
                                     'fastrl.loggers.core.TestSync': 'https://josiahls.github.io/fastrl/loggers.core.html#testsync'},
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                                                    'fastrl.loggers.jupyter_visualizers.ImageCollector.convert_np': 'https://josiahls.github.io/fastrl/loggers.jupyter_visualizers.html#imagecollector.convert_np',
                                                    'fastrl.loggers.jupyter_visualizers.SimpleJupyterVideoPlayer': 'https://josiahls.github.io/fastrl/loggers.jupyter_visualizers.html#simplejupytervideoplayer'},
            'fastrl.loggers.tensorboard': { 'fastrl.loggers.tensorboard.run_tensorboard': 'https://josiahls.github.io/fastrl/loggers.tensorboard.html#run_tensorboard'},
            'fastrl.memory.experience_replay': { 'fastrl.memory.experience_replay.ExperienceReplay': 'https://josiahls.github.io/fastrl/memory.experience_replay.html#experiencereplay',
                                                 'fastrl.memory.experience_replay.ExperienceReplay.add': 'https://josiahls.github.io/fastrl/memory.experience_replay.html#experiencereplay.add',
                                                 'fastrl.memory.experience_replay.ExperienceReplay.sample': 'https://josiahls.github.io/fastrl/memory.experience_replay.html#experiencereplay.sample'},
            'fastrl.memory.tensorboard': { 'fastrl.memory.tensorboard.create_event_accumulator': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#create_event_accumulator',
                                           'fastrl.memory.tensorboard.create_experience_replay_fig': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#create_experience_replay_fig',
                                           'fastrl.memory.tensorboard.diff_tags': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#diff_tags',
                                           'fastrl.memory.tensorboard.figures_to_html': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#figures_to_html',
                                           'fastrl.memory.tensorboard.images2animation': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#images2animation',
                                           'fastrl.memory.tensorboard.scalar2line': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#scalar2line',
                                           'fastrl.memory.tensorboard.scalars2value': 'https://josiahls.github.io/fastrl/memory.tensorboard.html#scalars2value'},
            'fastrl.nbdev_extensions': { 'fastrl.nbdev_extensions.create_conda_yaml': 'https://josiahls.github.io/fastrl/nbdev_extensions.html#create_conda_yaml',
                                         'fastrl.nbdev_extensions.create_conda_yamls': 'https://josiahls.github.io/fastrl/nbdev_extensions.html#create_conda_yamls',
                                         'fastrl.nbdev_extensions.dependencies': 'https://josiahls.github.io/fastrl/nbdev_extensions.html#dependencies'},
            'fastrl.pipes.core': { 'fastrl.pipes.core.BatchTransformLoop': 'https://josiahls.github.io/fastrl/pipes.core.html#batchtransformloop',
                                   'fastrl.pipes.core.ItemTransformLoop': 'https://josiahls.github.io/fastrl/pipes.core.html#itemtransformloop',
                                   'fastrl.pipes.core.PassThroughIterPipe': 'https://josiahls.github.io/fastrl/pipes.core.html#passthroughiterpipe',
                                   'fastrl.pipes.core.TypeTransformLoop': 'https://josiahls.github.io/fastrl/pipes.core.html#typetransformloop',
                                   'fastrl.pipes.core.find_dp': 'https://josiahls.github.io/fastrl/pipes.core.html#find_dp',
                                   'fastrl.pipes.core.insert_dp': 'https://josiahls.github.io/fastrl/pipes.core.html#insert_dp'},
            'fastrl.pipes.iter.firstlast': { 'fastrl.pipes.iter.firstlast.FirstLastMerger': 'https://josiahls.github.io/fastrl/pipes.iter.firstlast.html#firstlastmerger',
                                             'fastrl.pipes.iter.firstlast.n_first_last_steps_expected': 'https://josiahls.github.io/fastrl/pipes.iter.firstlast.html#n_first_last_steps_expected'},
            'fastrl.pipes.iter.nskip': { 'fastrl.pipes.iter.nskip.NSkipper': 'https://josiahls.github.io/fastrl/pipes.iter.nskip.html#nskipper',
                                         'fastrl.pipes.iter.nskip.n_skips_expected': 'https://josiahls.github.io/fastrl/pipes.iter.nskip.html#n_skips_expected'},
            'fastrl.pipes.iter.nstep': { 'fastrl.pipes.iter.nstep.NStepper': 'https://josiahls.github.io/fastrl/pipes.iter.nstep.html#nstepper',
                                         'fastrl.pipes.iter.nstep.n_steps_expected': 'https://josiahls.github.io/fastrl/pipes.iter.nstep.html#n_steps_expected'},
            'fastrl.pipes.iter.visualizers': { 'fastrl.pipes.iter.visualizers.SimpleVideoRunner': 'https://josiahls.github.io/fastrl/pipes.iter.visualizers.html#simplevideorunner'},
            'fastrl.pipes.map.demux': { 'fastrl.pipes.map.demux.DemultiplexerMapDataPipe': 'https://josiahls.github.io/fastrl/pipes.map.demux.html#demultiplexermapdatapipe',
                                        'fastrl.pipes.map.demux.T_co': 'https://josiahls.github.io/fastrl/pipes.map.demux.html#t_co'},
            'fastrl.pipes.map.mux': { 'fastrl.pipes.map.mux.MultiplexerMapDataPipe': 'https://josiahls.github.io/fastrl/pipes.map.mux.html#multiplexermapdatapipe'},
            'fastrl.test_utils': {'fastrl.test_utils.show_install': 'https://josiahls.github.io/fastrl/test_utils.html#show_install'}}}