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Site Navigation
Overview
Quickstart
Examples
Changelogs
API Reference
More
Developer Guide
GitHub
Section Navigation
Input/Output
a2rl.list_sample_datasets
a2rl.read_csv_dataset
a2rl.sample_dataset_path
a2rl.Metadata
a2rl.read_metadata
a2rl.save_metadata
a2rl._metadatadict.MetadataDict
Data Structures
a2rl.WiDataFrame
a2rl.WiDataFrame.add_value
a2rl.WiDataFrame.add_value_for_multi_episode_process
a2rl.WiDataFrame.to_csv_dataset
a2rl.WiDataFrame.trim
a2rl.WiDataFrame.actions
a2rl.WiDataFrame.rewards
a2rl.WiDataFrame.sar
a2rl.WiDataFrame.sar_d
a2rl.WiDataFrame.sequence
a2rl.WiDataFrame.states
a2rl.WiSeries
a2rl.WiSeries.to_csv_dataset
a2rl.WiSeries.actions
a2rl.WiSeries.rewards
a2rl.WiSeries.sar
a2rl.WiSeries.sar_d
a2rl.WiSeries.states
a2rl.TransitionRecorder
a2rl.TransitionRecorder.reset
a2rl.TransitionRecorder.start
a2rl.TransitionRecorder.step
a2rl.TransitionRecorder.stop
Tokenizer
a2rl.Tokenizer
a2rl.Tokenizer.fit
a2rl.Tokenizer.fit_transform
a2rl.Tokenizer.inverse_transform
a2rl.Tokenizer.transform
a2rl.Tokenizer.valid_tokens
a2rl.Tokenizer.valid_tokens_of_col_idx
a2rl.Tokenizer.valid_tokens_of_col_name
a2rl.DiscreteTokenizer
a2rl.DiscreteTokenizer.check_categorical_columns
a2rl.DiscreteTokenizer.check_numerical_columns
a2rl.DiscreteTokenizer.fit
a2rl.DiscreteTokenizer.fit_transform
a2rl.DiscreteTokenizer.inverse_transform
a2rl.DiscreteTokenizer.transform
a2rl.DiscreteTokenizer.valid_tokens
a2rl.DiscreteTokenizer.valid_tokens_of_col_idx
a2rl.DiscreteTokenizer.valid_tokens_of_col_name
Simulator
a2rl.AutoTokenizer
a2rl.AutoTokenizer.from_seq_to_dataframe
a2rl.AutoTokenizer.gpt_inverse_tokenize
a2rl.AutoTokenizer.gpt_tokenize
a2rl.AutoTokenizer.col_eligible_index
a2rl.AutoTokenizer.gpt_token_to_tokenized_val_map
a2rl.AutoTokenizer.gym_action_to_enc
a2rl.AutoTokenizer.gym_enc_to_action
a2rl.AutoTokenizer.tokenized_val_to_gpt_token_map
a2rl.GPTBuilder
a2rl.GPTBuilder.config_loader
a2rl.GPTBuilder.evaluate
a2rl.GPTBuilder.fit
a2rl.GPTBuilder.load_model
a2rl.GPTBuilder.sample
a2rl.GPTBuilder.save_model
a2rl.GPTBuilder.model
a2rl.Simulator
a2rl.Simulator.beam_search_n_steps
a2rl.Simulator.get_valid_actions
a2rl.Simulator.gpt_sample
a2rl.Simulator.gpt_sample_n_steps
a2rl.Simulator.lookahead
a2rl.Simulator.reset
a2rl.Simulator.sample
a2rl.Simulator.step
a2rl.Simulator.current_context
a2rl.SimulatorWrapper
a2rl.SimulatorWrapper.action
a2rl.SimulatorWrapper.reverse_action
a2rl.SimulatorWrapper.gym_action_to_enc
Utilities
a2rl.utils.action_effective
a2rl.utils.action_reward
a2rl.utils.backtest
a2rl.utils.better_than_random
a2rl.utils.conditional_entropy
a2rl.utils.data_generator_simple
a2rl.utils.entropy
a2rl.utils.force_assert
a2rl.utils.information_gain
a2rl.utils.is_markovian
a2rl.utils.markovian_matrix
a2rl.utils.normalized_markovian_matrix
a2rl.utils.plot_information
a2rl.utils.reward_function
a2rl.utils.set_seed
a2rl.utils.stationary_policy
a2rl.utils.tokenize
Experimental
a2rl.experimental.lightgpt.LightGPTBuilder
a2rl.experimental.lightgpt.LightGPTBuilder.config_loader
a2rl.experimental.lightgpt.LightGPTBuilder.evaluate
a2rl.experimental.lightgpt.LightGPTBuilder.fit
a2rl.experimental.lightgpt.LightGPTBuilder.load_model
a2rl.experimental.lightgpt.LightGPTBuilder.sample
a2rl.experimental.lightgpt.LightGPTBuilder.save_model
a2rl.experimental.lightgpt.LightGPTBuilder.model
API Reference
a2rl.GPTBuilder
a2rl.GPTBuilder.fit
a2rl.GPTBuilder.fit
#
GPTBuilder.
fit
(
validate
=
True
)
[source]
#
Start training model.
Return type
:
GPT
On this page
GPTBuilder.fit()
Edit on GitHub
Show Source