Index

_

__init__() (deepword.action.ActionCollector method) (deepword.agents.base_agent.BaseAgent method) (deepword.agents.cores.BaseCore method) (deepword.agents.cores.TFCore method) (deepword.dependency_parser.DependencyParserReorder method) (deepword.log.Logging method) (deepword.models.drrn_modeling.BertDRRN method) (deepword.models.drrn_modeling.CnnDRRN method) (deepword.models.drrn_modeling.TransformerDRRN method) (deepword.models.nlu_modeling.AlbertNLU method) (deepword.models.nlu_modeling.BertNLU method) (deepword.stats.UCBComputer method) (deepword.trajectory.Trajectory method)

A

act() (deepword.agents.base_agent.BaseAgent method) (deepword.tools.collect_game_elements.CollectorAgent method) (deepword.tools.collect_game_elements.FPCollector method) (deepword.tools.collect_game_elements.OneStepCollector method) (deepword.tools.play_game.HumanAgent method) (deepword.tools.replay_from_log.ReplayAgent method) action() (deepword.agents.utils.ActionMaster property) action2idx() (deepword.action.ActionCollector property) action_ids() (deepword.agents.utils.ActionMaster property) action_len() (deepword.action.ActionCollector property) action_matrix() (deepword.action.ActionCollector property) ActionCollector (class in deepword.action) ActionDesc (class in deepword.agents.utils) ActionMaster (class in deepword.agents.utils) actions() (deepword.action.ActionCollector property)

ActType (class in deepword.agents.utils) add() (deepword.sum_tree.SumTree method) add_cls_token() (deepword.models.snn_modeling.BertSNN method) add_new_episode() (deepword.action.ActionCollector method) (deepword.floor_plan.FloorPlanCollector method) add_new_tj() (deepword.trajectory.Trajectory method) agent_collect_data() (in module deepword.eval_games) agent_name2clazz() (in module deepword.utils) agg_eval_results() (in module deepword.eval_games) AlbertNLU (class in deepword.models.nlu_modeling) AlbertTokenizer (class in deepword.tokenizers) align_batch_str() (in module deepword.students.utils) append() (deepword.trajectory.Trajectory method) (deepword.tree_memory.TreeMemory method) aps_bound() (deepword.stats.UCBComputer method)

B

BaseAgent (class in deepword.agents.base_agent) BaseCore (class in deepword.agents.cores) BaseDQN (class in deepword.models.dqn_modeling) batch_dqn_input() (in module deepword.students.utils) batch_drrn_action_input() (in module deepword.agents.utils) batch_trajectory2input() (deepword.agents.cores.TFCore method) batch_update() (deepword.tree_memory.TreeMemory method)

bert_commonsense_input() (in module deepword.agents.utils) BertDRRN (class in deepword.models.drrn_modeling) BertNLU (class in deepword.models.nlu_modeling) BertSNN (class in deepword.models.snn_modeling) BertTokenizer (class in deepword.tokenizers) build_test_set() (in module deepword.tools.build_test_set) bytes2idx() (in module deepword.utils)

C

call() (deepword.models.transformer.Decoder method) (deepword.models.transformer.DecoderLayer method) (deepword.models.transformer.Encoder method) (deepword.models.transformer.EncoderLayer method) (deepword.models.transformer.MultiHeadAttention method) (deepword.models.transformer.Transformer method) categorical_with_replacement() (in module deepword.models.transformer) categorical_without_replacement() (in module deepword.agents.utils) (in module deepword.models.transformer) clean_data() (in module deepword.tools.clean_hs2tj) clean_hs2tj() (in module deepword.tools.clean_hs2tj) CMD (class in deepword.students.student_learner) CnnDQN (class in deepword.models.dqn_modeling) CnnDRRN (class in deepword.models.drrn_modeling) CnnDSQN (class in deepword.models.dsqn_modeling) CnnZorkDSQN (class in deepword.models.dsqn_modeling) collect_floor_plans() (deepword.tools.collect_game_elements.Main class method) collect_others() (deepword.tools.collect_game_elements.Main class method) collect_sample() (deepword.stats.UCBComputer method) CollectorAgent (class in deepword.tools.collect_game_elements) CommonActs (class in deepword.agents.utils) CompetitionAgent (class in deepword.agents.competition_agent)

concat_actions() (deepword.students.student_learner.GenConcatActionsLearner class method) contain_theme_words() (in module deepword.tools.collect_game_elements) contain_words() (in module deepword.tools.collect_game_elements) Conventions (class in deepword.hparams) convert_ids_to_tokens() (deepword.tokenizers.BertTokenizer method) (deepword.tokenizers.NLTKTokenizer method) (deepword.tokenizers.Tokenizer method) convert_tokens_to_ids() (deepword.tokenizers.BertTokenizer method) (deepword.tokenizers.NLTKTokenizer method) (deepword.tokenizers.Tokenizer method) copy_hparams() (in module deepword.hparams) core_name2clazz() (in module deepword.utils) count_failed_twice() (in module deepword.tools.read_eval_failed_reason) create_decode_masks() (in module deepword.models.transformer) create_eval_bert_nlu_model() (in module deepword.models.nlu_modeling) create_look_ahead_mask() (in module deepword.models.transformer) create_or_reload_target_model() (deepword.agents.cores.BaseCore method) (deepword.agents.cores.TabularCore method) (deepword.agents.cores.TFCore method) create_padding_mask() (in module deepword.models.transformer) create_train_bert_nlu_model() (in module deepword.models.nlu_modeling) ctime() (in module deepword.utils)

D

de_tokenize() (deepword.tokenizers.AlbertTokenizer method) (deepword.tokenizers.BertTokenizer method) (deepword.tokenizers.NLTKTokenizer method) (deepword.tokenizers.Tokenizer method) debug() (deepword.log.Logging method) decode() (deepword.agents.cores.PGNCore method) (deepword.models.gen_modeling.TransformerGenDQN method) (deepword.models.transformer.Transformer method) decode_action() (deepword.agents.cores.GenDQNCore method) decode_next_step() (in module deepword.models.transformer) Decoder (class in deepword.models.transformer) DecoderLayer (class in deepword.models.transformer) deepword module deepword.action module deepword.agents module deepword.agents.base_agent module deepword.agents.competition_agent module deepword.agents.cores module deepword.agents.dsqn_agent module deepword.agents.gen_agent module deepword.agents.gen_drrn_agent module deepword.agents.utils module deepword.agents.zork_agent module deepword.dependency_parser module deepword.eval_games module deepword.floor_plan module deepword.hparams module deepword.log module deepword.main module deepword.models module deepword.models.dqn_modeling module deepword.models.drrn_modeling module deepword.models.dsqn_modeling module deepword.models.gen_modeling module deepword.models.models module deepword.models.nlu_modeling module deepword.models.snn_modeling module deepword.models.transformer module deepword.models.utils module

deepword.stats module deepword.students module deepword.students.snn_learner module deepword.students.student_learner module deepword.students.swag_learner module deepword.students.utils module deepword.sum_tree module deepword.tests module deepword.tests.test_agent_input module deepword.tests.test_utils module deepword.tokenizers module deepword.tools module deepword.tools.build_test_set module deepword.tools.clean_hs2tj module deepword.tools.collect_game_elements module deepword.tools.compare_eval_results module deepword.tools.diff_train_w_test module deepword.tools.play_game module deepword.tools.read_eval_failed_reason module deepword.tools.read_eval_results module deepword.tools.replay_from_log module deepword.trajectory module deepword.tree_memory module deepword.utils module DependencyParserReorder (class in deepword.dependency_parser) diff_from_keys() (in module deepword.tools.compare_eval_results) diff_names() (in module deepword.tools.diff_train_w_test) dqn_input() (in module deepword.students.utils) DQNCore (class in deepword.agents.cores) DQNModel (class in deepword.models.models) drrn_action_input() (in module deepword.agents.utils) DRRNCore (class in deepword.agents.cores) DRRNLearner (class in deepword.students.student_learner) DRRNModel (class in deepword.models.models) DSQNAgent (class in deepword.agents.dsqn_agent) DSQNCompetitionAgent (class in deepword.agents.dsqn_agent) DSQNCore (class in deepword.agents.cores) DSQNModel (class in deepword.models.models) DSQNZorkAgent (class in deepword.agents.dsqn_agent) DSQNZorkCore (class in deepword.agents.cores) DSQNZorkModel (class in deepword.models.models)

E

Encoder (class in deepword.models.transformer) encoder_cnn() (in module deepword.models.utils) encoder_cnn_base() (in module deepword.models.utils) encoder_lstm() (in module deepword.models.utils) EncoderLayer (class in deepword.models.transformer) end_episode() (deepword.tools.replay_from_log.ReplayAgent method) EnvInfosKey (class in deepword.agents.utils) eprint() (in module deepword.utils) eps() (deepword.agents.utils.LinearDecayedEPS method) (deepword.agents.utils.ScannerDecayEPS method) (deepword.agents.utils.ScheduledEPS method)

error() (deepword.log.Logging method) eval() (deepword.agents.base_agent.BaseAgent method) eval_agent() (in module deepword.eval_games) eval_one_ckpt() (in module deepword.main) eval_snn() (deepword.agents.cores.DSQNCore method) (deepword.agents.cores.DSQNZorkCore method) EvalResult (class in deepword.eval_games) evaluate() (deepword.eval_games.MultiGPUsEvalPlayer method) extend() (deepword.action.ActionCollector method) (deepword.floor_plan.FloorPlanCollector method) extract_eval_results() (deepword.tools.replay_from_log.ReplayAgent class method)

F

fetch_batch_pre_states() (deepword.trajectory.Trajectory method) fetch_batch_states() (deepword.trajectory.Trajectory method) fetch_last_state() (deepword.trajectory.Trajectory method) fetch_state_by_idx() (deepword.trajectory.Trajectory method) flatmap() (in module deepword.utils)

flatten() (in module deepword.utils) FloorPlanCollector (class in deepword.floor_plan) format_steps() (in module deepword.tools.compare_eval_results) FPCollector (class in deepword.tools.collect_game_elements) FullDirEvalPlayer (class in deepword.eval_games)

G

gen_action_collector() (in module deepword.tests.test_agent_input) gen_action_master() (in module deepword.tests.test_agent_input) gen_rand_str() (in module deepword.tests.test_agent_input) gen_random_bit_array() (deepword.tests.test_utils.TestTeacherData class method) GenCompetitionDRRNAgent (class in deepword.agents.gen_drrn_agent) GenConcatActionsLearner (class in deepword.students.student_learner) GenDQNAgent (class in deepword.agents.gen_agent) GenDQNCore (class in deepword.agents.cores) GenDQNModel (class in deepword.models.models) GenDRRNAgent (class in deepword.agents.gen_drrn_agent) generate_admissible_actions() (deepword.agents.cores.PGNCore method) GenLearner (class in deepword.students.student_learner) GenMixActionsLearner (class in deepword.students.student_learner) GenSummary (class in deepword.agents.utils) get() (deepword.students.student_learner.CMD method) get_action_idx_pair() (in module deepword.agents.utils) get_action_len() (deepword.action.ActionCollector method) get_action_matrix() (deepword.action.ActionCollector method) get_actions() (deepword.action.ActionCollector method) get_albert_tokenizer() (in module deepword.tokenizers) get_bert_input() (in module deepword.students.swag_learner) get_bert_tokenizer() (in module deepword.tokenizers) get_best_1d_q() (in module deepword.agents.utils) get_best_batch_ids() (in module deepword.agents.utils) get_classification_train_op() (deepword.models.nlu_modeling.BertNLU method) get_current_tid() (deepword.trajectory.Trajectory method) get_eval_model() (deepword.models.dqn_modeling.BaseDQN class method) (deepword.models.drrn_modeling.CnnDRRN class method) (deepword.models.dsqn_modeling.CnnDSQN class method) (deepword.models.dsqn_modeling.CnnZorkDSQN class method) (deepword.models.gen_modeling.TransformerGenDQN class method) (deepword.models.nlu_modeling.BertNLU class method) (deepword.models.snn_modeling.BertSNN class method) get_eval_student_model() (deepword.models.drrn_modeling.CnnDRRN class method) (deepword.models.nlu_modeling.BertNLU class method) (deepword.models.snn_modeling.BertSNN class method) get_game_ids() (deepword.action.ActionCollector method) get_h_state() (deepword.models.dsqn_modeling.CnnDSQN method) (deepword.models.dsqn_modeling.TransformerDSQN method) (deepword.models.snn_modeling.BertSNN method) get_hash() (in module deepword.utils) get_hash_state() (in module deepword.agents.utils) get_last_sid() (deepword.trajectory.Trajectory method) get_leaf() (deepword.sum_tree.SumTree method) get_map() (deepword.floor_plan.FloorPlanCollector method)

get_merged_train_op() (deepword.models.dsqn_modeling.CnnDSQN method) get_model_hparams() (in module deepword.hparams) get_nltk_tokenizer() (in module deepword.tokenizers) get_parser() (in module deepword.main) get_path_tags() (in module deepword.agents.utils) get_q_actions() (deepword.models.dqn_modeling.BaseDQN method) (deepword.models.dqn_modeling.CnnDQN method) (deepword.models.dqn_modeling.LstmDQN method) (deepword.models.drrn_modeling.BertDRRN method) (deepword.models.drrn_modeling.CnnDRRN method) (deepword.models.drrn_modeling.TransformerDRRN method) (deepword.models.dsqn_modeling.CnnDSQN method) (deepword.models.gen_modeling.TransformerGenDQN method) (deepword.models.nlu_modeling.AlbertNLU method) (deepword.models.nlu_modeling.BertNLU method) get_room() (in module deepword.tools.collect_game_elements) get_snn_keys() (in module deepword.agents.utils) get_snn_pairs() (deepword.agents.dsqn_agent.DSQNAgent method) get_snn_tjs() (deepword.students.snn_learner.SNNLearner method) get_snn_train_op() (deepword.models.dsqn_modeling.CnnDSQN method) get_sparse_idx_for_copy() (in module deepword.models.transformer) get_state_hash() (deepword.agents.cores.TabularCore method) get_token2idx() (in module deepword.utils) get_train_model() (deepword.models.dqn_modeling.BaseDQN class method) (deepword.models.drrn_modeling.CnnDRRN class method) (deepword.models.dsqn_modeling.CnnDSQN class method) (deepword.models.dsqn_modeling.CnnZorkDSQN class method) (deepword.models.gen_modeling.TransformerGenDQN class method) (deepword.models.nlu_modeling.BertNLU class method) (deepword.models.snn_modeling.BertSNN class method) get_train_op() (deepword.models.dqn_modeling.BaseDQN method) (deepword.models.dqn_modeling.CnnDQN method) (deepword.models.dqn_modeling.LstmDQN method) (deepword.models.drrn_modeling.CnnDRRN method) (deepword.models.dsqn_modeling.CnnDSQN method) (deepword.models.dsqn_modeling.CnnZorkDSQN method) (deepword.models.gen_modeling.TransformerGenDQN method) (deepword.models.gen_modeling.TransformerPGN method) (deepword.models.nlu_modeling.BertNLU method) (deepword.models.snn_modeling.BertSNN method) get_train_student_model() (deepword.models.drrn_modeling.CnnDRRN class method) (deepword.models.dsqn_modeling.CnnDSQN class method) (deepword.models.gen_modeling.TransformerGenDQN class method) (deepword.models.nlu_modeling.BertNLU class method) (deepword.models.snn_modeling.BertSNN class method) get_zork_tokenizer() (in module deepword.tokenizers)

H

has_better_model() (deepword.eval_games.MultiGPUsEvalPlayer method) has_valid_val() (in module deepword.hparams) hp_parser() (in module deepword.main)

hs2tj_old2new() (deepword.students.student_learner.StudentLearner class method) human_play() (in module deepword.tools.play_game) HumanAgent (class in deepword.tools.play_game)

I

id_real2batch() (in module deepword.agents.utils) ids() (deepword.agents.utils.ActionMaster property) info() (deepword.log.Logging method) init() (deepword.agents.cores.BaseCore method) (deepword.agents.cores.TabularCore method) (deepword.agents.cores.TFCore method) (deepword.floor_plan.FloorPlanCollector method)

init_glove() (deepword.models.dqn_modeling.BaseDQN class method) init_tokens() (in module deepword.tokenizers) inv_vocab() (deepword.tokenizers.BertTokenizer property) (deepword.tokenizers.NLTKTokenizer property) (deepword.tokenizers.Tokenizer property) is_ckpt_file() (deepword.eval_games.NewModelHandler method) is_semantic_same() (deepword.models.dsqn_modeling.CnnDSQN method) (deepword.models.snn_modeling.BertSNN method)

L

l2_loss_1d_action() (in module deepword.models.utils) l2_loss_1d_action_v2() (in module deepword.models.utils) l2_loss_2d_action() (in module deepword.models.utils) learner_name2clazz() (in module deepword.utils) LegacyZorkTokenizer (class in deepword.tokenizers) lens() (deepword.agents.utils.ActionMaster property) LinearDecayedEPS (class in deepword.agents.utils) load_actions() (deepword.action.ActionCollector method) (in module deepword.utils) load_and_split() (in module deepword.utils) load_fps() (deepword.floor_plan.FloorPlanCollector method)

load_game_files() (in module deepword.utils) load_hparams() (in module deepword.hparams) load_memo() (deepword.tree_memory.TreeMemory method) load_snapshot() (in module deepword.tools.clean_hs2tj) load_swag_data() (in module deepword.students.swag_learner) load_tjs() (deepword.trajectory.Trajectory method) load_uniq_lines() (in module deepword.utils) load_vocab() (in module deepword.utils) Logging (class in deepword.log) LoopDogEvalPlayer (class in deepword.eval_games) lst_str2am() (deepword.students.student_learner.StudentLearner class method) LstmDQN (class in deepword.models.dqn_modeling)

M

Main (class in deepword.tools.collect_game_elements) main() (in module deepword.main) (in module deepword.tools.clean_hs2tj) (in module deepword.tools.compare_eval_results) (in module deepword.tools.read_eval_failed_reason) (in module deepword.tools.read_eval_results) master() (deepword.agents.utils.ActionMaster property) master_ids() (deepword.agents.utils.ActionMaster property) mean_confidence_interval() (in module deepword.stats) memo_old2new() (deepword.students.student_learner.StudentLearner class method) Memolet (class in deepword.agents.utils) merge_eval_results() (in module deepword.tools.read_eval_results) model_name2clazz() (in module deepword.utils) module deepword deepword.action deepword.agents deepword.agents.base_agent deepword.agents.competition_agent deepword.agents.cores deepword.agents.dsqn_agent deepword.agents.gen_agent deepword.agents.gen_drrn_agent deepword.agents.utils deepword.agents.zork_agent deepword.dependency_parser deepword.eval_games deepword.floor_plan deepword.hparams deepword.log deepword.main deepword.models deepword.models.dqn_modeling deepword.models.drrn_modeling deepword.models.dsqn_modeling deepword.models.gen_modeling deepword.models.models deepword.models.nlu_modeling deepword.models.snn_modeling deepword.models.transformer deepword.models.utils deepword.stats deepword.students deepword.students.snn_learner deepword.students.student_learner deepword.students.swag_learner deepword.students.utils deepword.sum_tree deepword.tests deepword.tests.test_agent_input deepword.tests.test_utils deepword.tokenizers deepword.tools deepword.tools.build_test_set deepword.tools.clean_hs2tj deepword.tools.collect_game_elements deepword.tools.compare_eval_results deepword.tools.diff_train_w_test deepword.tools.play_game deepword.tools.read_eval_failed_reason deepword.tools.read_eval_results deepword.tools.replay_from_log deepword.trajectory deepword.tree_memory deepword.utils

most_common_steps() (in module deepword.tools.compare_eval_results) MultiGPUsEvalPlayer (class in deepword.eval_games) MultiHeadAttention (class in deepword.models.transformer)

N

negative_scores() (deepword.agents.base_agent.BaseAgent property) NewModelHandler (class in deepword.eval_games) NLTKTokenizer (class in deepword.tokenizers) NLUClassificationLearner (class in deepword.students.student_learner)

NLUCore (class in deepword.agents.cores) NLULearner (class in deepword.students.student_learner) NLUModel (class in deepword.models.models) nucleus_renormalization() (in module deepword.models.transformer)

O

ObsInventory (class in deepword.agents.utils) on_created() (deepword.eval_games.NewModelHandler method)

on_modified() (deepword.eval_games.NewModelHandler method) OneStepCollector (class in deepword.tools.collect_game_elements) output_hparams() (in module deepword.hparams)

P

parse_one_game() (in module deepword.tools.read_eval_failed_reason) PGNCore (class in deepword.agents.cores) play() (in module deepword.tools.replay_from_log) point_wise_feed_forward_network() (in module deepword.models.transformer) policy() (deepword.agents.cores.BaseCore method) (deepword.agents.cores.DQNCore method) (deepword.agents.cores.DRRNCore method) (deepword.agents.cores.GenDQNCore method) (deepword.agents.cores.NLUCore method) (deepword.agents.cores.PGNCore method) (deepword.agents.cores.TabularCore method) positional_encoding() (in module deepword.models.utils) positive_scores() (deepword.agents.base_agent.BaseAgent property) post_run() (deepword.tools.collect_game_elements.CollectorAgent method) (deepword.tools.collect_game_elements.FPCollector method) (deepword.tools.collect_game_elements.OneStepCollector method) (deepword.tools.play_game.HumanAgent method) (deepword.tools.replay_from_log.ReplayAgent method)

pre_run() (deepword.tools.collect_game_elements.CollectorAgent method) (deepword.tools.collect_game_elements.FPCollector method) (deepword.tools.collect_game_elements.OneStepCollector method) (deepword.tools.play_game.HumanAgent method) (deepword.tools.replay_from_log.ReplayAgent method) preprocess_input() (deepword.students.snn_learner.SNNLearner method) process_eval_dqn() (in module deepword.main) process_eval_student() (in module deepword.main) process_gen_data() (in module deepword.main) process_hp() (in module deepword.main) process_one_line() (in module deepword.students.swag_learner) process_snn_input() (in module deepword.main) process_train_dqn() (in module deepword.main) process_train_student() (in module deepword.main)

R

reason_of_failure() (in module deepword.tools.compare_eval_results) remove_zork_version_info() (in module deepword.agents.utils) reorder() (deepword.dependency_parser.DependencyParserReorder method) repeat_action_error() (in module deepword.tools.read_eval_failed_reason) ReplayAgent (class in deepword.tools.replay_from_log) report_status() (in module deepword.utils) request_delete_keys() (deepword.trajectory.Trajectory method) request_infos() (deepword.tools.collect_game_elements.CollectorAgent class method) (deepword.tools.collect_game_elements.FPCollector class method) (deepword.tools.collect_game_elements.OneStepCollector class method) (deepword.tools.play_game.HumanAgent class method) (deepword.tools.replay_from_log.ReplayAgent class method)

reset() (deepword.agents.base_agent.BaseAgent method) (deepword.stats.UCBComputer method) route_to_kitchen() (deepword.floor_plan.FloorPlanCollector method) route_to_room() (deepword.floor_plan.FloorPlanCollector class method) run_agent() (in module deepword.main) run_agent_v2() (in module deepword.main) run_eval_player() (deepword.eval_games.NewModelHandler method) run_games() (in module deepword.tools.collect_game_elements)

S

safe_loading() (deepword.agents.cores.TFCore method) (deepword.students.student_learner.StudentLearner method) sample_batch() (deepword.tree_memory.TreeMemory method) sample_batch_ids() (in module deepword.agents.utils) save_actions() (deepword.action.ActionCollector method) save_best_model() (deepword.agents.cores.TFCore method) (deepword.eval_games.MultiGPUsEvalPlayer method) save_fps() (deepword.floor_plan.FloorPlanCollector method) save_hparams() (in module deepword.hparams) save_memo() (deepword.tree_memory.TreeMemory method) save_model() (deepword.agents.cores.BaseCore method) (deepword.agents.cores.TabularCore method) (deepword.agents.cores.TFCore method) save_snapshot() (deepword.agents.base_agent.BaseAgent method) save_tjs() (deepword.trajectory.Trajectory method) save_train_pairs() (deepword.agents.dsqn_agent.DSQNAgent method) scaled_dot_product_attention() (in module deepword.models.transformer) ScannerDecayEPS (class in deepword.agents.utils) ScheduledEPS (class in deepword.agents.utils) scores_of_tiers() (in module deepword.eval_games) select_additional_infos() (deepword.agents.base_agent.BaseAgent class method) sequential_decoding() (in module deepword.models.transformer) set() (deepword.students.student_learner.CMD method)

set_d4eval() (deepword.agents.cores.TFCore method) setup_eval_log() (in module deepword.utils) setup_logging() (in module deepword.utils) setup_train_log() (in module deepword.utils) snn_data_loader() (deepword.students.snn_learner.SNNLearner method) SNNData (class in deepword.students.snn_learner) SNNLearner (class in deepword.students.snn_learner) SNNModel (class in deepword.models.models) softmax() (in module deepword.utils) split_game_files() (deepword.eval_games.MultiGPUsEvalPlayer class method) split_heads() (deepword.models.transformer.MultiHeadAttention method) split_train_dev() (in module deepword.utils) start() (deepword.eval_games.FullDirEvalPlayer class method) (deepword.eval_games.LoopDogEvalPlayer method) (deepword.eval_games.WatchDogEvalPlayer method) start_episode() (deepword.tools.replay_from_log.ReplayAgent method) StudentLearner (class in deepword.students.student_learner) summary() (deepword.agents.cores.GenDQNCore method) (deepword.agents.cores.PGNCore method) summary_from_keys() (in module deepword.tools.compare_eval_results) (in module deepword.tools.read_eval_failed_reason) (in module deepword.tools.read_eval_results) SumTree (class in deepword.sum_tree) SwagLearner (class in deepword.students.swag_learner)

T

TabularCore (class in deepword.agents.cores) test() (deepword.students.snn_learner.SNNLearner method) (deepword.students.student_learner.StudentLearner method) (deepword.students.swag_learner.SwagLearner method) test_align_batch_str() (deepword.tests.test_agent_input.TestAgentInput method) test_bert_commonsense_input() (deepword.tests.test_agent_input.TestAgentInput method) test_bit_mask() (deepword.tests.test_utils.TestTeacherData method) test_dqn_input() (deepword.tests.test_agent_input.TestAgentInput method) test_drrn_action_input() (deepword.tests.test_agent_input.TestAgentInput method) test_sample_ids() (deepword.tests.test_agent_input.TestAgentInput method) TestAgentInput (class in deepword.tests.test_agent_input) TestTeacherData (class in deepword.tests.test_utils) TFCore (class in deepword.agents.cores) tj2ids() (in module deepword.students.utils) tjs_str2am() (deepword.students.student_learner.StudentLearner class method) token_logit_masking() (in module deepword.models.transformer) tokenize() (deepword.tokenizers.BertTokenizer method) (deepword.tokenizers.LegacyZorkTokenizer method) (deepword.tokenizers.NLTKTokenizer method) (deepword.tokenizers.Tokenizer method) Tokenizer (class in deepword.tokenizers) total_priority() (deepword.sum_tree.SumTree property)

train() (deepword.agents.base_agent.BaseAgent method) (deepword.students.snn_learner.SNNLearner method) (deepword.students.student_learner.StudentLearner method) (in module deepword.main) train_one_batch() (deepword.agents.cores.BaseCore method) (deepword.agents.cores.DQNCore method) (deepword.agents.cores.DRRNCore method) (deepword.agents.cores.DSQNCore method) (deepword.agents.cores.DSQNZorkCore method) (deepword.agents.cores.GenDQNCore method) (deepword.agents.cores.NLUCore method) (deepword.agents.cores.PGNCore method) (deepword.agents.cores.TabularCore method) train_v2() (in module deepword.main) Trajectory (class in deepword.trajectory) trajectory2input() (deepword.agents.cores.TFCore method) Transformer (class in deepword.models.transformer) TransformerDRRN (class in deepword.models.drrn_modeling) TransformerDSQN (class in deepword.models.dsqn_modeling) TransformerGenDQN (class in deepword.models.gen_modeling) TransformerPGN (class in deepword.models.gen_modeling) TreeMemory (class in deepword.tree_memory)

U

UCBComputer (class in deepword.stats) uniform_sample_batch() (deepword.tree_memory.TreeMemory method) uniq() (in module deepword.utils)

update() (deepword.sum_tree.SumTree method) update_hparams_from_dict() (in module deepword.hparams) update_hparams_from_file() (in module deepword.hparams) update_hparams_from_hparams() (in module deepword.hparams)

V

vocab() (deepword.tokenizers.BertTokenizer property) (deepword.tokenizers.NLTKTokenizer property) (deepword.tokenizers.Tokenizer property)

W

warning() (deepword.log.Logging method)

WatchDogEvalPlayer (class in deepword.eval_games)

Z

ZorkAgent (class in deepword.agents.zork_agent)