Index

A

above() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) action_sequence_to_logical_form() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) action_sequence_to_sql() (in module allennlp.semparse.contexts.sql_context_utils) ActionSpaceWalker (class in allennlp.semparse.action_space_walker) Activation (class in allennlp.nn.activations) activation_function() (allennlp.modules.openai_transformer.TransformerConfig property) add_action() (allennlp.semparse.contexts.sql_context_utils.SqlVisitor method) add_argument() (allennlp.commands.ArgumentParserWithDefaults method) add_callback() (allennlp.training.callbacks.callback_handler.CallbackHandler method) add_constant() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) add_dates_to_number_linking_scores() (allennlp.semparse.worlds.atis_world.AtisWorld method) add_epoch_number() (in module allennlp.data.iterators.data_iterator) add_field() (allennlp.data.instance.Instance method) add_file_to_archive() (allennlp.common.params.Params method) add_metric() (allennlp.training.metric_tracker.MetricTracker method) add_metrics() (allennlp.training.metric_tracker.MetricTracker method) add_noise_to_dict_values() (in module allennlp.common.util) add_positional_features() (in module allennlp.nn.util) add_predicate() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) add_sentence_boundary_token_ids() (in module allennlp.nn.util) add_to_number_linking_scores() (allennlp.semparse.worlds.atis_world.AtisWorld method) add_token_to_namespace() (allennlp.data.vocabulary.Vocabulary method) add_tokens_to_namespace() (allennlp.data.vocabulary.Vocabulary method) add_train_histogram() (allennlp.training.tensorboard_writer.TensorboardWriter method) add_train_scalar() (allennlp.training.tensorboard_writer.TensorboardWriter method) add_validation_scalar() (allennlp.training.tensorboard_writer.TensorboardWriter method) AdditiveAttention (class in allennlp.modules.attention.additive_attention) AdjacencyField (class in allennlp.data.fields.adjacency_field) align_entities() (in module allennlp.semparse.contexts.quarel_utils) all_boxes() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) all_objects() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) all_possible_actions() (allennlp.semparse.worlds.atis_world.AtisWorld method) (allennlp.semparse.worlds.world.World method) all_possible_productions() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) all_rows() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) allennlp.commands (module) allennlp.commands.configure (module) allennlp.commands.dry_run (module) allennlp.commands.elmo (module) allennlp.commands.evaluate (module) allennlp.commands.find_learning_rate (module) allennlp.commands.fine_tune (module) allennlp.commands.make_vocab (module) allennlp.commands.predict (module) allennlp.commands.print_results (module) allennlp.commands.subcommand (module) allennlp.commands.test_install (module) allennlp.commands.train (module) allennlp.common (module) allennlp.common.checks (module) allennlp.common.configuration (module) allennlp.common.file_utils (module) allennlp.common.from_params (module) allennlp.common.params (module) allennlp.common.registrable (module) allennlp.common.tee_logger (module) allennlp.common.testing (module) allennlp.common.testing.model_test_case (module) allennlp.common.testing.test_case (module) allennlp.common.tqdm (module) allennlp.common.util (module) allennlp.data (module) allennlp.data.dataset (module) allennlp.data.dataset_readers (module) allennlp.data.dataset_readers.babi (module) allennlp.data.dataset_readers.ccgbank (module) allennlp.data.dataset_readers.conll2000 (module) allennlp.data.dataset_readers.conll2003 (module) allennlp.data.dataset_readers.copynet_seq2seq (module) allennlp.data.dataset_readers.coreference_resolution.conll (module) allennlp.data.dataset_readers.coreference_resolution.winobias (module) allennlp.data.dataset_readers.dataset_reader (module) allennlp.data.dataset_readers.dataset_utils.ontonotes (module) allennlp.data.dataset_readers.dataset_utils.span_utils (module) allennlp.data.dataset_readers.dataset_utils.text2sql_utils (module) allennlp.data.dataset_readers.event2mind (module) allennlp.data.dataset_readers.interleaving_dataset_reader (module) allennlp.data.dataset_readers.language_modeling (module) allennlp.data.dataset_readers.masked_language_modeling (module) allennlp.data.dataset_readers.multiprocess_dataset_reader (module) allennlp.data.dataset_readers.next_token_lm (module) allennlp.data.dataset_readers.ontonotes_ner (module) allennlp.data.dataset_readers.penn_tree_bank (module) allennlp.data.dataset_readers.quora_paraphrase (module) allennlp.data.dataset_readers.reading_comprehension (module) allennlp.data.dataset_readers.reading_comprehension.drop (module) allennlp.data.dataset_readers.reading_comprehension.qangaroo (module) allennlp.data.dataset_readers.reading_comprehension.quac (module) allennlp.data.dataset_readers.reading_comprehension.squad (module) allennlp.data.dataset_readers.reading_comprehension.triviaqa (module) allennlp.data.dataset_readers.reading_comprehension.util (module) allennlp.data.dataset_readers.semantic_dependency_parsing (module) allennlp.data.dataset_readers.semantic_parsing (module) allennlp.data.dataset_readers.semantic_parsing.atis (module) allennlp.data.dataset_readers.semantic_parsing.grammar_based_text2sql (module) allennlp.data.dataset_readers.semantic_parsing.nlvr (module) allennlp.data.dataset_readers.semantic_parsing.quarel (module) allennlp.data.dataset_readers.semantic_parsing.template_text2sql (module) allennlp.data.dataset_readers.semantic_parsing.wikitables (module) allennlp.data.dataset_readers.semantic_parsing.wikitables.util (module) allennlp.data.dataset_readers.semantic_parsing.wikitables.wikitables (module) allennlp.data.dataset_readers.semantic_role_labeling (module) allennlp.data.dataset_readers.seq2seq (module) allennlp.data.dataset_readers.sequence_tagging (module) allennlp.data.dataset_readers.simple_language_modeling (module) allennlp.data.dataset_readers.snli (module) allennlp.data.dataset_readers.stanford_sentiment_tree_bank (module) allennlp.data.dataset_readers.text_classification_json (module) allennlp.data.dataset_readers.universal_dependencies (module) allennlp.data.dataset_readers.universal_dependencies_multilang (module) allennlp.data.fields (module) allennlp.data.fields.adjacency_field (module) allennlp.data.fields.array_field (module) allennlp.data.fields.field (module) allennlp.data.fields.index_field (module) allennlp.data.fields.knowledge_graph_field (module) allennlp.data.fields.label_field (module) allennlp.data.fields.list_field (module) allennlp.data.fields.metadata_field (module) allennlp.data.fields.multilabel_field (module) allennlp.data.fields.namespace_swapping_field (module) allennlp.data.fields.production_rule_field (module) allennlp.data.fields.sequence_field (module) allennlp.data.fields.sequence_label_field (module) allennlp.data.fields.span_field (module) allennlp.data.fields.text_field (module) allennlp.data.instance (module) allennlp.data.iterators (module) allennlp.data.iterators.basic_iterator (module) allennlp.data.iterators.bucket_iterator (module) allennlp.data.iterators.data_iterator (module) allennlp.data.iterators.homogeneous_batch_iterator (module) allennlp.data.iterators.multiprocess_iterator (module) allennlp.data.iterators.pass_through_iterator (module) allennlp.data.iterators.same_language_iterator (module) allennlp.data.token_indexers (module) allennlp.data.token_indexers.dep_label_indexer (module) allennlp.data.token_indexers.elmo_indexer (module) allennlp.data.token_indexers.ner_tag_indexer (module) allennlp.data.token_indexers.openai_transformer_byte_pair_indexer (module) allennlp.data.token_indexers.pos_tag_indexer (module) allennlp.data.token_indexers.pretrained_transformer_indexer (module) allennlp.data.token_indexers.single_id_token_indexer (module) allennlp.data.token_indexers.spacy_indexer (module) allennlp.data.token_indexers.token_characters_indexer (module) allennlp.data.token_indexers.token_indexer (module) allennlp.data.token_indexers.wordpiece_indexer (module) allennlp.data.tokenizers (module) allennlp.data.tokenizers.character_tokenizer (module) allennlp.data.tokenizers.pretrained_transformer_tokenizer (module) allennlp.data.tokenizers.sentence_splitter (module) allennlp.data.tokenizers.token (module) allennlp.data.tokenizers.tokenizer (module) allennlp.data.tokenizers.word_filter (module) allennlp.data.tokenizers.word_splitter (module) allennlp.data.tokenizers.word_stemmer (module) allennlp.data.tokenizers.word_tokenizer (module) allennlp.data.vocabulary (module) allennlp.interpret (module) allennlp.interpret.attackers (module) allennlp.interpret.attackers.attacker (module) allennlp.interpret.attackers.hotflip (module) allennlp.interpret.attackers.input_reduction (module) allennlp.interpret.attackers.utils (module) allennlp.interpret.saliency_interpreters (module) allennlp.interpret.saliency_interpreters.integrated_gradient (module) allennlp.interpret.saliency_interpreters.saliency_interpreter (module) allennlp.interpret.saliency_interpreters.simple_gradient (module) allennlp.interpret.saliency_interpreters.smooth_gradient (module) allennlp.models (module) allennlp.models.archival (module) allennlp.models.basic_classifier (module) allennlp.models.bert_for_classification (module) allennlp.models.biaffine_dependency_parser (module) allennlp.models.biaffine_dependency_parser_multilang (module) allennlp.models.biattentive_classification_network (module) allennlp.models.bimpm (module) allennlp.models.constituency_parser (module) allennlp.models.coreference_resolution (module) allennlp.models.coreference_resolution.coref (module) allennlp.models.crf_tagger (module) allennlp.models.decomposable_attention (module) allennlp.models.encoder_decoders (module) allennlp.models.encoder_decoders.composed_seq2seq (module) allennlp.models.encoder_decoders.copynet_seq2seq (module) allennlp.models.encoder_decoders.simple_seq2seq (module) allennlp.models.ensemble (module) allennlp.models.esim (module) allennlp.models.event2mind (module) allennlp.models.graph_parser (module) allennlp.models.language_model (module) allennlp.models.masked_language_model (module) allennlp.models.model (module) allennlp.models.next_token_lm (module) allennlp.models.reading_comprehension (module) allennlp.models.reading_comprehension.bidaf (module) allennlp.models.reading_comprehension.bidaf_ensemble (module) allennlp.models.reading_comprehension.dialog_qa (module) allennlp.models.reading_comprehension.naqanet (module) allennlp.models.reading_comprehension.qanet (module) allennlp.models.reading_comprehension.util (module) allennlp.models.semantic_parsing (module) allennlp.models.semantic_parsing.atis (module) allennlp.models.semantic_parsing.atis.atis_semantic_parser (module) allennlp.models.semantic_parsing.nlvr (module) allennlp.models.semantic_parsing.nlvr.nlvr_coverage_semantic_parser (module) allennlp.models.semantic_parsing.nlvr.nlvr_direct_semantic_parser (module) allennlp.models.semantic_parsing.nlvr.nlvr_semantic_parser (module) allennlp.models.semantic_parsing.quarel (module) allennlp.models.semantic_parsing.quarel.quarel_semantic_parser (module) allennlp.models.semantic_parsing.text2sql_parser (module) allennlp.models.semantic_parsing.wikitables (module) allennlp.models.semantic_parsing.wikitables.wikitables_erm_semantic_parser (module) allennlp.models.semantic_parsing.wikitables.wikitables_mml_semantic_parser (module) allennlp.models.semantic_parsing.wikitables.wikitables_semantic_parser (module) allennlp.models.semantic_role_labeler (module) allennlp.models.simple_tagger (module) allennlp.models.srl_bert (module) allennlp.models.srl_util (module) allennlp.modules (module) allennlp.modules.attention (module) allennlp.modules.attention.additive_attention (module) allennlp.modules.attention.attention (module) allennlp.modules.attention.bilinear_attention (module) allennlp.modules.attention.cosine_attention (module) allennlp.modules.attention.dot_product_attention (module) allennlp.modules.attention.legacy_attention (module) allennlp.modules.attention.linear_attention (module) allennlp.modules.augmented_lstm (module) allennlp.modules.bimpm_matching (module) allennlp.modules.conditional_random_field (module) allennlp.modules.elmo (module) allennlp.modules.elmo_lstm (module) allennlp.modules.feedforward (module) allennlp.modules.highway (module) allennlp.modules.input_variational_dropout (module) allennlp.modules.language_model_heads (module) allennlp.modules.language_model_heads.bert (module) allennlp.modules.language_model_heads.gpt2 (module) allennlp.modules.language_model_heads.language_model_head (module) allennlp.modules.layer_norm (module) allennlp.modules.lstm_cell_with_projection (module) allennlp.modules.masked_layer_norm (module) allennlp.modules.matrix_attention (module) allennlp.modules.matrix_attention.bilinear_matrix_attention (module) allennlp.modules.matrix_attention.cosine_matrix_attention (module) allennlp.modules.matrix_attention.dot_product_matrix_attention (module) allennlp.modules.matrix_attention.legacy_matrix_attention (module) allennlp.modules.matrix_attention.linear_matrix_attention (module) allennlp.modules.matrix_attention.matrix_attention (module) allennlp.modules.maxout (module) allennlp.modules.openai_transformer (module) allennlp.modules.pruner (module) allennlp.modules.residual_with_layer_dropout (module) allennlp.modules.sampled_softmax_loss (module) allennlp.modules.scalar_mix (module) allennlp.modules.seq2seq_decoders (module) allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder (module) allennlp.modules.seq2seq_decoders.decoder_net (module) allennlp.modules.seq2seq_decoders.lstm_cell_decoder_net (module) allennlp.modules.seq2seq_decoders.seq_decoder (module) allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net (module) allennlp.modules.seq2seq_encoders (module) allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer (module) allennlp.modules.seq2seq_encoders.feedforward_encoder (module)

allennlp.modules.seq2seq_encoders.gated_cnn_encoder (module) allennlp.modules.seq2seq_encoders.intra_sentence_attention (module) allennlp.modules.seq2seq_encoders.multi_head_self_attention (module) allennlp.modules.seq2seq_encoders.pass_through_encoder (module) allennlp.modules.seq2seq_encoders.pytorch_seq2seq_wrapper (module) allennlp.modules.seq2seq_encoders.qanet_encoder (module) allennlp.modules.seq2seq_encoders.seq2seq_encoder (module) allennlp.modules.seq2seq_encoders.stacked_self_attention (module) allennlp.modules.seq2vec_encoders (module) allennlp.modules.seq2vec_encoders.bert_pooler (module) allennlp.modules.seq2vec_encoders.boe_encoder (module) allennlp.modules.seq2vec_encoders.cnn_encoder (module) allennlp.modules.seq2vec_encoders.cnn_highway_encoder (module) allennlp.modules.seq2vec_encoders.pytorch_seq2vec_wrapper (module) allennlp.modules.seq2vec_encoders.seq2vec_encoder (module) allennlp.modules.similarity_functions (module) allennlp.modules.similarity_functions.bilinear (module) allennlp.modules.similarity_functions.cosine (module) allennlp.modules.similarity_functions.dot_product (module) allennlp.modules.similarity_functions.linear (module) allennlp.modules.similarity_functions.multiheaded (module) allennlp.modules.similarity_functions.similarity_function (module) allennlp.modules.span_extractors (module) allennlp.modules.span_extractors.bidirectional_endpoint_span_extractor (module) allennlp.modules.span_extractors.endpoint_span_extractor (module) allennlp.modules.span_extractors.self_attentive_span_extractor (module) allennlp.modules.span_extractors.span_extractor (module) allennlp.modules.stacked_alternating_lstm (module) allennlp.modules.stacked_bidirectional_lstm (module) allennlp.modules.text_field_embedders (module) allennlp.modules.text_field_embedders.basic_text_field_embedder (module) allennlp.modules.text_field_embedders.text_field_embedder (module) allennlp.modules.time_distributed (module) allennlp.modules.token_embedders (module) allennlp.modules.token_embedders.bag_of_word_counts_token_embedder (module) allennlp.modules.token_embedders.bert_token_embedder (module) allennlp.modules.token_embedders.elmo_token_embedder (module) allennlp.modules.token_embedders.elmo_token_embedder_multilang (module) allennlp.modules.token_embedders.embedding (module) allennlp.modules.token_embedders.language_model_token_embedder (module) allennlp.modules.token_embedders.openai_transformer_embedder (module) allennlp.modules.token_embedders.pass_through_token_embedder (module) allennlp.modules.token_embedders.pretrained_transformer_embedder (module) allennlp.modules.token_embedders.token_characters_encoder (module) allennlp.modules.token_embedders.token_embedder (module) allennlp.nn (module) allennlp.nn.activations (module) allennlp.nn.beam_search (module) allennlp.nn.chu_liu_edmonds (module) allennlp.nn.initializers (module) allennlp.nn.regularizers (module) allennlp.nn.regularizers.regularizer (module) allennlp.nn.regularizers.regularizer_applicator (module) allennlp.nn.regularizers.regularizers (module) allennlp.nn.util (module) allennlp.predictors (module) allennlp.predictors.atis_parser (module) allennlp.predictors.biaffine_dependency_parser (module) allennlp.predictors.bidaf (module) allennlp.predictors.constituency_parser (module) allennlp.predictors.coref (module) allennlp.predictors.decomposable_attention (module) allennlp.predictors.dialog_qa (module) allennlp.predictors.event2mind (module) allennlp.predictors.masked_language_model (module) allennlp.predictors.next_token_lm (module) allennlp.predictors.nlvr_parser (module) allennlp.predictors.open_information_extraction (module) allennlp.predictors.predictor (module) allennlp.predictors.quarel_parser (module) allennlp.predictors.semantic_role_labeler (module) allennlp.predictors.sentence_tagger (module) allennlp.predictors.seq2seq (module) allennlp.predictors.simple_seq2seq (module) allennlp.predictors.text_classifier (module) allennlp.predictors.wikitables_parser (module) allennlp.pretrained (module) allennlp.semparse (module) allennlp.semparse.action_space_walker (module) allennlp.semparse.common (module) allennlp.semparse.common.date (module) allennlp.semparse.common.errors (module) allennlp.semparse.contexts (module) allennlp.semparse.contexts.atis_sql_table_context (module) allennlp.semparse.contexts.atis_tables (module) allennlp.semparse.contexts.knowledge_graph (module) allennlp.semparse.contexts.quarel_utils (module) allennlp.semparse.contexts.sql_context_utils (module) allennlp.semparse.contexts.table_question_context (module) allennlp.semparse.contexts.text2sql_table_context (module) allennlp.semparse.domain_languages (module) allennlp.semparse.domain_languages.domain_language (module) allennlp.semparse.domain_languages.nlvr_language (module) allennlp.semparse.domain_languages.quarel_language (module) allennlp.semparse.domain_languages.wikitables_language (module) allennlp.semparse.executors (module) allennlp.semparse.executors.sql_executor (module) allennlp.semparse.type_declarations (module) allennlp.semparse.type_declarations.quarel_type_declaration (module) allennlp.semparse.type_declarations.type_declaration (module) allennlp.semparse.util (module) allennlp.semparse.worlds (module) allennlp.semparse.worlds.atis_world (module) allennlp.semparse.worlds.quarel_world (module) allennlp.semparse.worlds.text2sql_world (module) allennlp.semparse.worlds.world (module) allennlp.service (module) allennlp.service.config_explorer (module) allennlp.service.server_simple (module) allennlp.state_machines (module) allennlp.state_machines.beam_search (module) allennlp.state_machines.constrained_beam_search (module) allennlp.state_machines.states (module) allennlp.state_machines.states.checklist_statelet (module) allennlp.state_machines.states.coverage_state (module) allennlp.state_machines.states.grammar_based_state (module) allennlp.state_machines.states.grammar_statelet (module) allennlp.state_machines.states.lambda_grammar_statelet (module) allennlp.state_machines.states.rnn_statelet (module) allennlp.state_machines.states.state (module) allennlp.state_machines.trainers (module) allennlp.state_machines.trainers.decoder_trainer (module) allennlp.state_machines.trainers.expected_risk_minimization (module) allennlp.state_machines.trainers.maximum_marginal_likelihood (module) allennlp.state_machines.transition_functions (module) allennlp.state_machines.transition_functions.basic_transition_function (module) allennlp.state_machines.transition_functions.coverage_transition_function (module) allennlp.state_machines.transition_functions.linking_coverage_transition_function (module) allennlp.state_machines.transition_functions.linking_transition_function (module) allennlp.state_machines.transition_functions.transition_function (module) allennlp.state_machines.util (module) allennlp.tools (module) allennlp.tools.archive_surgery (module) allennlp.tools.create_elmo_embeddings_from_vocab (module) allennlp.tools.drop_eval (module) allennlp.tools.inspect_cache (module) allennlp.tools.quoref_eval (module) allennlp.tools.squad_eval (module) allennlp.tools.wikitables_evaluator (module) allennlp.training (module) allennlp.training.callback_trainer (module) allennlp.training.callbacks.callback (module) allennlp.training.callbacks.callback_handler (module) allennlp.training.callbacks.checkpoint (module) allennlp.training.callbacks.events (module) allennlp.training.callbacks.gradient_norm_and_clip (module) allennlp.training.callbacks.log_to_tensorboard (module) allennlp.training.callbacks.post_to_url (module) allennlp.training.callbacks.track_metrics (module) allennlp.training.callbacks.update_learning_rate (module) allennlp.training.callbacks.update_momentum (module) allennlp.training.callbacks.update_moving_average (module) allennlp.training.callbacks.validate (module) allennlp.training.checkpointer (module) allennlp.training.learning_rate_schedulers (module) allennlp.training.learning_rate_schedulers.cosine (module) allennlp.training.learning_rate_schedulers.learning_rate_scheduler (module) allennlp.training.learning_rate_schedulers.noam (module) allennlp.training.learning_rate_schedulers.slanted_triangular (module) allennlp.training.metric_tracker (module) allennlp.training.metrics (module) allennlp.training.metrics.attachment_scores (module) allennlp.training.metrics.auc (module) allennlp.training.metrics.average (module) allennlp.training.metrics.bleu (module) allennlp.training.metrics.boolean_accuracy (module) allennlp.training.metrics.categorical_accuracy (module) allennlp.training.metrics.conll_coref_scores (module) allennlp.training.metrics.covariance (module) allennlp.training.metrics.drop_em_and_f1 (module) allennlp.training.metrics.entropy (module) allennlp.training.metrics.evalb_bracketing_scorer (module) allennlp.training.metrics.f1_measure (module) allennlp.training.metrics.fbeta_measure (module) allennlp.training.metrics.mean_absolute_error (module) allennlp.training.metrics.mention_recall (module) allennlp.training.metrics.metric (module) allennlp.training.metrics.pearson_correlation (module) allennlp.training.metrics.perplexity (module) allennlp.training.metrics.sequence_accuracy (module) allennlp.training.metrics.span_based_f1_measure (module) allennlp.training.metrics.squad_em_and_f1 (module) allennlp.training.metrics.srl_eval_scorer (module) allennlp.training.metrics.unigram_recall (module) allennlp.training.momentum_schedulers (module) allennlp.training.momentum_schedulers.inverted_triangular (module) allennlp.training.momentum_schedulers.momentum_scheduler (module) allennlp.training.moving_average (module) allennlp.training.no_op_trainer (module) allennlp.training.optimizers (module) allennlp.training.scheduler (module) allennlp.training.tensorboard_writer (module) allennlp.training.trainer (module) allennlp.training.trainer_base (module) allennlp.training.trainer_pieces (module) allennlp.training.util (module) AllenNlpTestCase (class in allennlp.common.testing.test_case) allowed_transitions() (in module allennlp.modules.conditional_random_field) am_map_match_to_query_value() (in module allennlp.semparse.contexts.atis_tables) amount() (allennlp.tools.wikitables_evaluator.NumberValue property) annotation() (allennlp.common.configuration.ConfigItem property) answer_json_to_strings() (in module allennlp.tools.drop_eval) apply() (allennlp.training.moving_average.ExponentialMovingAverage method) (allennlp.training.moving_average.MovingAverage method) apply_moving_average() (allennlp.training.callbacks.update_moving_average.UpdateMovingAverage method) Archive (class in allennlp.models.archival) archive_model() (in module allennlp.models.archival) argmax() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) argmin() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) argument_types() (allennlp.semparse.type_declarations.type_declaration.ComplexType method) (allennlp.semparse.type_declarations.type_declaration.HigherOrderType method) ArgumentParserWithDefaults (class in allennlp.commands) ArrayField (class in allennlp.data.fields.array_field) as_dict() (allennlp.common.params.Params method) as_flat_dict() (allennlp.common.params.Params method) as_ordered_dict() (allennlp.common.params.Params method) as_padded_tensor() (allennlp.data.token_indexers.dep_label_indexer.DepLabelIndexer method) (allennlp.data.token_indexers.elmo_indexer.ELMoTokenCharactersIndexer method) (allennlp.data.token_indexers.ner_tag_indexer.NerTagIndexer method) (allennlp.data.token_indexers.openai_transformer_byte_pair_indexer.OpenaiTransformerBytePairIndexer method) (allennlp.data.token_indexers.pos_tag_indexer.PosTagIndexer method) (allennlp.data.token_indexers.pretrained_transformer_indexer.PretrainedTransformerIndexer method) (allennlp.data.token_indexers.single_id_token_indexer.SingleIdTokenIndexer method) (allennlp.data.token_indexers.spacy_indexer.SpacyTokenIndexer method) (allennlp.data.token_indexers.token_characters_indexer.TokenCharactersIndexer method) (allennlp.data.token_indexers.token_indexer.TokenIndexer method) (allennlp.data.token_indexers.wordpiece_indexer.WordpieceIndexer method) as_tensor() (allennlp.data.fields.adjacency_field.AdjacencyField method) (allennlp.data.fields.array_field.ArrayField method) (allennlp.data.fields.field.Field method) (allennlp.data.fields.index_field.IndexField method) (allennlp.data.fields.knowledge_graph_field.KnowledgeGraphField method) (allennlp.data.fields.label_field.LabelField method) (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.metadata_field.MetadataField method) (allennlp.data.fields.multilabel_field.MultiLabelField method) (allennlp.data.fields.namespace_swapping_field.NamespaceSwappingField method) (allennlp.data.fields.production_rule_field.ProductionRuleField method) (allennlp.data.fields.sequence_label_field.SequenceLabelField method) (allennlp.data.fields.span_field.SpanField method) (allennlp.data.fields.text_field.TextField method) as_tensor_dict() (allennlp.data.dataset.Batch method) (allennlp.data.instance.Instance method) assert_empty() (allennlp.common.params.Params method) assert_fields_equal() (allennlp.common.testing.model_test_case.ModelTestCase method) assign_average_value() (allennlp.training.moving_average.MovingAverage method) AtisDatasetReader (class in allennlp.data.dataset_readers.semantic_parsing.atis) AtisParserPredictor (class in allennlp.predictors.atis_parser) AtisSemanticParser (class in allennlp.models.semantic_parsing.atis.atis_semantic_parser) AtisSqlTableContext (class in allennlp.semparse.contexts.atis_sql_table_context) AtisWorld (class in allennlp.semparse.worlds.atis_world) AttachmentScores (class in allennlp.training.metrics.attachment_scores) attack_from_json() (allennlp.interpret.attackers.attacker.Attacker method) (allennlp.interpret.attackers.hotflip.Hotflip method) (allennlp.interpret.attackers.input_reduction.InputReduction method) Attacker (class in allennlp.interpret.attackers.attacker) attend_on_question() (allennlp.state_machines.transition_functions.basic_transition_function.BasicTransitionFunction method) Attention (class in allennlp.modules.attention.attention) (class in allennlp.modules.openai_transformer) attention() (in module allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) attention_dropout_probability() (allennlp.modules.openai_transformer.TransformerConfig property) Auc (class in allennlp.training.metrics.auc) AugmentedLstm (class in allennlp.modules.augmented_lstm) AutoRegressiveSeqDecoder (class in allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder) Average (class in allennlp.training.metrics.average) average() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method)

B

b_cubed() (allennlp.training.metrics.conll_coref_scores.Scorer static method) BabiReader (class in allennlp.data.dataset_readers.babi) BACKWARD (allennlp.training.callbacks.events.Events attribute) BagOfEmbeddingsEncoder (class in allennlp.modules.seq2vec_encoders.boe_encoder) BagOfWordCountsTokenEmbedder (class in allennlp.modules.token_embedders.bag_of_word_counts_token_embedder) BasicClassifier (class in allennlp.models.basic_classifier) BasicIterator (class in allennlp.data.iterators.basic_iterator) BasicTextFieldEmbedder (class in allennlp.modules.text_field_embedders.basic_text_field_embedder) BasicTransitionFunction (class in allennlp.state_machines.transition_functions.basic_transition_function) BasicType (class in allennlp.semparse.domain_languages.domain_language) Batch (class in allennlp.data.dataset) BATCH_END (allennlp.training.callbacks.events.Events attribute) batch_end_logging() (allennlp.training.callbacks.log_to_tensorboard.LogToTensorboard method) batch_loss() (allennlp.training.callback_trainer.CallbackTrainer method) (allennlp.training.trainer.Trainer method) batch_split_sentences() (allennlp.data.tokenizers.sentence_splitter.SentenceSplitter method) (allennlp.data.tokenizers.sentence_splitter.SpacySentenceSplitter method) batch_split_words() (allennlp.data.tokenizers.word_splitter.OpenAISplitter method) (allennlp.data.tokenizers.word_splitter.SpacyWordSplitter method) (allennlp.data.tokenizers.word_splitter.WordSplitter method) BATCH_START (allennlp.training.callbacks.events.Events attribute) batch_tensor_dicts() (in module allennlp.nn.util) batch_tensors() (allennlp.data.fields.field.Field method) (allennlp.data.fields.knowledge_graph_field.KnowledgeGraphField method) (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.metadata_field.MetadataField method) (allennlp.data.fields.production_rule_field.ProductionRuleField method) (allennlp.data.fields.text_field.TextField method) batch_to_ids() (in module allennlp.modules.elmo) batch_tokenize() (allennlp.data.tokenizers.tokenizer.Tokenizer method) (allennlp.data.tokenizers.word_tokenizer.WordTokenizer method) batched_index_select() (in module allennlp.nn.util) BeamSearch (class in allennlp.nn.beam_search) (class in allennlp.state_machines.beam_search) beginning_of_sentence_character (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) beginning_of_sentence_characters (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) beginning_of_word_character (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) below() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) bert_srl_shi_2019() (in module allennlp.pretrained) BertBasicWordSplitter (class in allennlp.data.tokenizers.word_splitter) BertEmbedder (class in allennlp.modules.token_embedders.bert_token_embedder) BertForClassification (class in allennlp.models.bert_for_classification) BertLanguageModelHead (class in allennlp.modules.language_model_heads.bert)

BertPooler (class in allennlp.modules.seq2vec_encoders.bert_pooler) best_model_state() (allennlp.training.checkpointer.Checkpointer method) biaffine_parser_stanford_dependencies_todzat_2017() (in module allennlp.pretrained) biaffine_parser_universal_dependencies_todzat_2017() (in module allennlp.pretrained) BiaffineDependencyParser (class in allennlp.models.biaffine_dependency_parser) BiaffineDependencyParserMultiLang (class in allennlp.models.biaffine_dependency_parser_multilang) BiaffineDependencyParserPredictor (class in allennlp.predictors.biaffine_dependency_parser) BiattentiveClassificationNetwork (class in allennlp.models.biattentive_classification_network) BidafEnsemble (class in allennlp.models.reading_comprehension.bidaf_ensemble) BidafPredictor (class in allennlp.predictors.bidaf) bidirectional_attention_flow_seo_2017() (in module allennlp.pretrained) BidirectionalAttentionFlow (class in allennlp.models.reading_comprehension.bidaf) BidirectionalEndpointSpanExtractor (class in allennlp.modules.span_extractors.bidirectional_endpoint_span_extractor) BidirectionalLanguageModelTransformer (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) big() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) BilinearAttention (class in allennlp.modules.attention.bilinear_attention) BilinearMatrixAttention (class in allennlp.modules.matrix_attention.bilinear_matrix_attention) BilinearSimilarity (class in allennlp.modules.similarity_functions.bilinear) BiMpm (class in allennlp.models.bimpm) BiMpmMatching (class in allennlp.modules.bimpm_matching) BinaryOpType (class in allennlp.semparse.type_declarations.type_declaration) bio_tags_to_spans() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) bioul_tags_to_spans() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) black() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) BLEU (class in allennlp.training.metrics.bleu) Block (class in allennlp.modules.openai_transformer) block_orthogonal() (in module allennlp.nn.initializers) blue() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) bmes_tags_to_spans() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) BooleanAccuracy (class in allennlp.training.metrics.boolean_accuracy) bos_token (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) bottom() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) Box (class in allennlp.semparse.domain_languages.nlvr_language) box_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) box_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) box_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) box_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) box_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) box_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) box_exists() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) bucket_values() (in module allennlp.nn.util) BucketIterator (class in allennlp.data.iterators.bucket_iterator) by_name() (allennlp.common.registrable.Registrable class method) byte_pair_encode() (allennlp.data.token_indexers.openai_transformer_byte_pair_indexer.OpenaiTransformerBytePairIndexer method)

C

cache_data() (allennlp.data.dataset_readers.dataset_reader.DatasetReader method) cached_path() (in module allennlp.common.file_utils) Callback (class in allennlp.training.callbacks.callback) callback() (allennlp.training.callbacks.callback_handler.EventHandler property) CallbackHandler (class in allennlp.training.callbacks.callback_handler) callbacks() (allennlp.training.callbacks.callback_handler.CallbackHandler method) CallbackTrainer (class in allennlp.training.callback_trainer) canonicalize_clusters() (in module allennlp.data.dataset_readers.coreference_resolution.conll) capture_model_internals() (allennlp.predictors.predictor.Predictor method) CategoricalAccuracy (class in allennlp.training.metrics.categorical_accuracy) CcgBankDatasetReader (class in allennlp.data.dataset_readers.ccgbank) ceafe() (allennlp.training.metrics.conll_coref_scores.Scorer static method) char_span_to_token_span() (in module allennlp.data.dataset_readers.reading_comprehension.util) CharacterTokenizer (class in allennlp.data.tokenizers.character_tokenizer) check_denotation() (in module allennlp.tools.wikitables_evaluator) check_dimensions_match() (in module allennlp.common.checks) check_for_gpu() (in module allennlp.common.checks) check_for_java() (in module allennlp.common.checks) check_model_computes_gradients_correctly() (allennlp.common.testing.model_test_case.ModelTestCase static method) ChecklistStatelet (class in allennlp.state_machines.states.checklist_statelet) Checkpoint (class in allennlp.training.callbacks.checkpoint) Checkpointer (class in allennlp.training.checkpointer) choices() (in module allennlp.common.configuration) chu_liu_edmonds() (in module allennlp.nn.chu_liu_edmonds) circle() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) clamp_tensor() (in module allennlp.nn.util) clean_and_split_sql() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) clean_evalb() (allennlp.training.metrics.evalb_bracketing_scorer.EvalbBracketingScorer static method) clean_unneeded_aliases() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) cleanup() (allennlp.common.tee_logger.TeeLogger method) cleanup_global_logging() (in module allennlp.common.util) clear() (allennlp.training.metric_tracker.MetricTracker method) clone() (in module allennlp.nn.util) close() (allennlp.modules.token_embedders.embedding.EmbeddingsTextFile method) (allennlp.training.tensorboard_writer.TensorboardWriter method) CnnEncoder (class in allennlp.modules.seq2vec_encoders.cnn_encoder) CnnHighwayEncoder (class in allennlp.modules.seq2vec_encoders.cnn_highway_encoder) collect_moving_averages() (allennlp.training.callbacks.checkpoint.Checkpoint method) (allennlp.training.callbacks.validate.Validate method) collect_train_metrics() (allennlp.training.callbacks.track_metrics.TrackMetrics method) collect_val_metrics() (allennlp.training.callbacks.track_metrics.TrackMetrics method) Color (class in allennlp.semparse.domain_languages.nlvr_language) color() (allennlp.semparse.domain_languages.nlvr_language.Color property) Column (class in allennlp.semparse.domain_languages.wikitables_language) column_has_numeric_type() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) column_has_string_type() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) column_type() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.TableColumn property) combine_initial_dims() (in module allennlp.nn.util) combine_states() (allennlp.state_machines.states.coverage_state.CoverageState class method) (allennlp.state_machines.states.grammar_based_state.GrammarBasedState class method) (allennlp.state_machines.states.state.State class method) combine_tensors() (in module allennlp.nn.util) combine_tensors_and_multiply() (in module allennlp.nn.util) comment() (allennlp.common.configuration.ConfigItem property) ComparableColumn (class in allennlp.semparse.domain_languages.wikitables_language) compile_evalb() (allennlp.training.metrics.evalb_bracketing_scorer.EvalbBracketingScorer static method) ComplexType (class in allennlp.semparse.type_declarations.type_declaration) ComposedSeq2Seq (class in allennlp.models.encoder_decoders.composed_seq2seq) ConditionalRandomField (class in allennlp.modules.conditional_random_field) Config (class in allennlp.common.configuration)

config() (allennlp.models.archival.Archive property) ConfigItem (class in allennlp.common.configuration) ConfigurationError configure() (in module allennlp.common.configuration) Conll2000DatasetReader (class in allennlp.data.dataset_readers.conll2000) Conll2003DatasetReader (class in allennlp.data.dataset_readers.conll2003) ConllCorefReader (class in allennlp.data.dataset_readers.coreference_resolution.conll) ConllCorefScores (class in allennlp.training.metrics.conll_coref_scores) consolidate_predictions() (in module allennlp.predictors.open_information_extraction) ConstituencyParserPredictor (class in allennlp.predictors.constituency_parser) constrained_to() (allennlp.state_machines.beam_search.BeamSearch method) ConstrainedBeamSearch (class in allennlp.state_machines.constrained_beam_search) construct_arg() (in module allennlp.common.from_params) construct_prefix_tree() (in module allennlp.state_machines.util) construct_tree_from_spans() (allennlp.models.constituency_parser.SpanConstituencyParser static method) construct_trees() (allennlp.models.constituency_parser.SpanConstituencyParser method) Conv1D (class in allennlp.modules.openai_transformer) convert_bio_tags_to_conll_format() (in module allennlp.models.srl_util) convert_to_string_list_value_dict() (in module allennlp.semparse.contexts.atis_tables) convert_word_to_char_ids() (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper method) convert_word_to_number() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) copy_current_parameters() (allennlp.training.callbacks.log_to_tensorboard.LogToTensorboard method) CopyNetDatasetReader (class in allennlp.data.dataset_readers.copynet_seq2seq) CopyNetSeq2Seq (class in allennlp.models.encoder_decoders.copynet_seq2seq) coref_resolved() (allennlp.predictors.coref.CorefPredictor method) CoreferenceResolver (class in allennlp.models.coreference_resolution.coref) CorefPredictor (class in allennlp.predictors.coref) CosineAttention (class in allennlp.modules.attention.cosine_attention) CosineMatrixAttention (class in allennlp.modules.matrix_attention.cosine_matrix_attention) CosineSimilarity (class in allennlp.modules.similarity_functions.cosine) CosineWithRestarts (class in allennlp.training.learning_rate_schedulers.cosine) count() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) count_vocab_items() (allennlp.data.fields.adjacency_field.AdjacencyField method) (allennlp.data.fields.field.Field method) (allennlp.data.fields.knowledge_graph_field.KnowledgeGraphField method) (allennlp.data.fields.label_field.LabelField method) (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.multilabel_field.MultiLabelField method) (allennlp.data.fields.production_rule_field.ProductionRuleField method) (allennlp.data.fields.sequence_label_field.SequenceLabelField method) (allennlp.data.fields.text_field.TextField method) (allennlp.data.instance.Instance method) (allennlp.data.token_indexers.dep_label_indexer.DepLabelIndexer method) (allennlp.data.token_indexers.elmo_indexer.ELMoTokenCharactersIndexer method) (allennlp.data.token_indexers.ner_tag_indexer.NerTagIndexer method) (allennlp.data.token_indexers.openai_transformer_byte_pair_indexer.OpenaiTransformerBytePairIndexer method) (allennlp.data.token_indexers.pos_tag_indexer.PosTagIndexer method) (allennlp.data.token_indexers.pretrained_transformer_indexer.PretrainedTransformerIndexer method) (allennlp.data.token_indexers.single_id_token_indexer.SingleIdTokenIndexer method) (allennlp.data.token_indexers.spacy_indexer.SpacyTokenIndexer method) (allennlp.data.token_indexers.token_characters_indexer.TokenCharactersIndexer method) (allennlp.data.token_indexers.token_indexer.TokenIndexer method) (allennlp.data.token_indexers.wordpiece_indexer.WordpieceIndexer method) Covariance (class in allennlp.training.metrics.covariance) CoverageState (class in allennlp.state_machines.states.coverage_state) CoverageTransitionFunction (class in allennlp.state_machines.transition_functions.coverage_transition_function) create_extras() (in module allennlp.common.from_params) create_grammar_dict_and_strings() (allennlp.semparse.contexts.atis_sql_table_context.AtisSqlTableContext method) create_kwargs() (in module allennlp.common.from_params) create_serialization_dir() (in module allennlp.training.util) CrfTagger (class in allennlp.models.crf_tagger)

D

data_parallel() (in module allennlp.training.util) database_file (allennlp.semparse.worlds.atis_world.AtisWorld attribute) DataIterator (class in allennlp.data.iterators.data_iterator) dataset_document_iterator() (allennlp.data.dataset_readers.dataset_utils.ontonotes.Ontonotes method) dataset_iterator() (allennlp.data.dataset_readers.dataset_utils.ontonotes.Ontonotes method) dataset_path_iterator() (allennlp.data.dataset_readers.dataset_utils.ontonotes.Ontonotes static method) DatasetReader (class in allennlp.data.dataset_readers.dataset_reader) datasets_from_params() (in module allennlp.training.util) Date (class in allennlp.semparse.common.date) date() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) DateColumn (class in allennlp.semparse.domain_languages.wikitables_language) DateValue (class in allennlp.tools.wikitables_evaluator) decode() (allennlp.models.basic_classifier.BasicClassifier method) (allennlp.models.bert_for_classification.BertForClassification method) (allennlp.models.biaffine_dependency_parser.BiaffineDependencyParser method) (allennlp.models.biattentive_classification_network.BiattentiveClassificationNetwork method) (allennlp.models.bimpm.BiMpm method) (allennlp.models.constituency_parser.SpanConstituencyParser method) (allennlp.models.coreference_resolution.coref.CoreferenceResolver method) (allennlp.models.crf_tagger.CrfTagger method) (allennlp.models.encoder_decoders.composed_seq2seq.ComposedSeq2Seq method) (allennlp.models.encoder_decoders.copynet_seq2seq.CopyNetSeq2Seq method) (allennlp.models.encoder_decoders.simple_seq2seq.SimpleSeq2Seq method) (allennlp.models.event2mind.Event2Mind method) (allennlp.models.graph_parser.GraphParser method) (allennlp.models.masked_language_model.MaskedLanguageModel method) (allennlp.models.model.Model method) (allennlp.models.next_token_lm.NextTokenLM method) (allennlp.models.reading_comprehension.dialog_qa.DialogQA method) (allennlp.models.semantic_parsing.atis.atis_semantic_parser.AtisSemanticParser method) (allennlp.models.semantic_parsing.nlvr.nlvr_semantic_parser.NlvrSemanticParser method) (allennlp.models.semantic_parsing.quarel.quarel_semantic_parser.QuarelSemanticParser method) (allennlp.models.semantic_parsing.text2sql_parser.Text2SqlParser method) (allennlp.models.semantic_parsing.wikitables.wikitables_semantic_parser.WikiTablesSemanticParser method) (allennlp.models.semantic_role_labeler.SemanticRoleLabeler method) (allennlp.models.simple_tagger.SimpleTagger method) (allennlp.models.srl_bert.SrlBert method) (allennlp.state_machines.trainers.decoder_trainer.DecoderTrainer method) (allennlp.state_machines.trainers.expected_risk_minimization.ExpectedRiskMinimization method) (allennlp.state_machines.trainers.maximum_marginal_likelihood.MaximumMarginalLikelihood method) decode_all() (allennlp.models.event2mind.Event2Mind method) decode_mst() (in module allennlp.nn.chu_liu_edmonds) Decoder (class in allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net) DecoderLayer (class in allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net) DecoderNet (class in allennlp.modules.seq2seq_decoders.decoder_net) DecoderTrainer (class in allennlp.state_machines.trainers.decoder_trainer) decomposable_attention_with_elmo_parikh_2017() (in module allennlp.pretrained) DecomposableAttention (class in allennlp.models.decomposable_attention)

DecomposableAttentionPredictor (class in allennlp.predictors.decomposable_attention) DEFAULT (allennlp.common.params.Params attribute) DEFAULT_ENCODING (allennlp.modules.token_embedders.embedding.EmbeddingsTextFile attribute) default_implementation (allennlp.common.registrable.Registrable attribute) (allennlp.data.iterators.data_iterator.DataIterator attribute) (allennlp.data.token_indexers.token_indexer.TokenIndexer attribute) (allennlp.data.tokenizers.sentence_splitter.SentenceSplitter attribute) (allennlp.data.tokenizers.tokenizer.Tokenizer attribute) (allennlp.data.tokenizers.word_filter.WordFilter attribute) (allennlp.data.tokenizers.word_splitter.WordSplitter attribute) (allennlp.data.tokenizers.word_stemmer.WordStemmer attribute) (allennlp.data.vocabulary.Vocabulary attribute) (allennlp.modules.seq2seq_decoders.seq_decoder.SeqDecoder attribute) (allennlp.modules.similarity_functions.similarity_function.SimilarityFunction attribute) (allennlp.modules.text_field_embedders.text_field_embedder.TextFieldEmbedder attribute) (allennlp.modules.token_embedders.token_embedder.TokenEmbedder attribute) (allennlp.nn.initializers.Initializer attribute) (allennlp.nn.regularizers.regularizer.Regularizer attribute) (allennlp.training.moving_average.MovingAverage attribute) (allennlp.training.optimizers.Optimizer attribute) (allennlp.training.trainer_base.TrainerBase attribute) default_mininterval (allennlp.common.tqdm.Tqdm attribute) default_value() (allennlp.common.configuration.ConfigItem property) delete_duplicates() (in module allennlp.semparse.contexts.quarel_utils) delete_softmax() (allennlp.models.language_model.LanguageModel method) DenseSparseAdam (class in allennlp.training.optimizers) dep_() (allennlp.data.tokenizers.token.Token property) DepLabelIndexer (class in allennlp.data.token_indexers.dep_label_indexer) description_from_metrics() (in module allennlp.training.util) deserialize_instance() (allennlp.data.dataset_readers.dataset_reader.DatasetReader method) device_mapping() (in module allennlp.nn.util) DialogQA (class in allennlp.models.reading_comprehension.dialog_qa) DialogQAPredictor (class in allennlp.predictors.dialog_qa) diff() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) digit_to_query_time() (in module allennlp.semparse.contexts.atis_tables) Direction (class in allennlp.semparse.domain_languages.quarel_language) DomainLanguage (class in allennlp.semparse.domain_languages.domain_language) DotProductAttention (class in allennlp.modules.attention.dot_product_attention) DotProductMatrixAttention (class in allennlp.modules.matrix_attention.dot_product_matrix_attention) DotProductSimilarity (class in allennlp.modules.similarity_functions.dot_product) DropEmAndF1 (class in allennlp.training.metrics.drop_em_and_f1) DropReader (class in allennlp.data.dataset_readers.reading_comprehension.drop) dump_line() (allennlp.predictors.nlvr_parser.NlvrParserPredictor method) (allennlp.predictors.predictor.Predictor method) dump_metrics() (in module allennlp.common.util) dump_weights() (allennlp.modules.openai_transformer.OpenaiTransformer method) duplicate() (allennlp.common.params.Params method) DynamicTypeApplicationExpression (class in allennlp.semparse.type_declarations.type_declaration) DynamicTypeLogicParser (class in allennlp.semparse.type_declarations.type_declaration)

E

Elmo (class in allennlp.modules.elmo) ELMoCharacterMapper (class in allennlp.data.token_indexers.elmo_indexer) ElmoLstm (class in allennlp.modules.elmo_lstm) ELMoTokenCharactersIndexer (class in allennlp.data.token_indexers.elmo_indexer) ElmoTokenEmbedder (class in allennlp.modules.token_embedders.elmo_token_embedder) ElmoTokenEmbedderMultiLang (class in allennlp.modules.token_embedders.elmo_token_embedder_multilang) Embedding (class in allennlp.modules.token_embedders.embedding) embedding_dim() (allennlp.modules.openai_transformer.TransformerConfig property) embedding_dropout_probability() (allennlp.modules.openai_transformer.TransformerConfig property) EmbeddingsFileURI (class in allennlp.modules.token_embedders.embedding) EmbeddingsTextFile (class in allennlp.modules.token_embedders.embedding) empty_field() (allennlp.data.fields.adjacency_field.AdjacencyField method) (allennlp.data.fields.array_field.ArrayField method) (allennlp.data.fields.field.Field method) (allennlp.data.fields.index_field.IndexField method) (allennlp.data.fields.knowledge_graph_field.KnowledgeGraphField method) (allennlp.data.fields.label_field.LabelField method) (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.metadata_field.MetadataField method) (allennlp.data.fields.multilabel_field.MultiLabelField method) (allennlp.data.fields.namespace_swapping_field.NamespaceSwappingField method) (allennlp.data.fields.production_rule_field.ProductionRuleField method) (allennlp.data.fields.sequence_field.SequenceField method) (allennlp.data.fields.sequence_label_field.SequenceLabelField method) (allennlp.data.fields.span_field.SpanField method) (allennlp.data.fields.text_field.TextField method) enable_activation_logging() (allennlp.training.tensorboard_writer.TensorboardWriter method) enable_gradient_clipping() (allennlp.training.callbacks.gradient_norm_and_clip.GradientNormAndClip method) (in module allennlp.training.util) EncoderLayer (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) end() (allennlp.models.constituency_parser.SpanInformation property) end_of_epoch() (allennlp.training.callbacks.track_metrics.TrackMetrics method) end_of_sentence_character (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) end_of_sentence_characters (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) end_of_word_character (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) EndpointSpanExtractor (class in allennlp.modules.span_extractors.endpoint_span_extractor) Ensemble (class in allennlp.models.ensemble) ensemble() (in module allennlp.models.reading_comprehension.bidaf_ensemble) ensure_batch_predictions_are_consistent() (allennlp.common.testing.model_test_case.ModelTestCase method) ensure_list() (in module allennlp.common.util)

ensure_model_can_train_save_and_load() (allennlp.common.testing.model_test_case.ModelTestCase method) ent_type_() (allennlp.data.tokenizers.token.Token property) Entropy (class in allennlp.training.metrics.entropy) enumerate_spans() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) eos_token (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) EPOCH_END (allennlp.training.callbacks.events.Events attribute) epoch_end_logging() (allennlp.training.callbacks.log_to_tensorboard.LogToTensorboard method) EPOCH_START (allennlp.training.callbacks.events.Events attribute) ERROR (allennlp.training.callbacks.events.Events attribute) ESIM (class in allennlp.models.esim) esim_nli_with_elmo_chen_2017() (in module allennlp.pretrained) EvalbBracketingScorer (class in allennlp.training.metrics.evalb_bracketing_scorer) evaluate() (in module allennlp.tools.squad_eval) (in module allennlp.training.util) evaluate_action_sequence() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) evaluate_denotation() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) evaluate_json() (in module allennlp.tools.drop_eval) (in module allennlp.tools.quoref_eval) evaluate_logical_form() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) evaluate_prediction_file() (in module allennlp.tools.drop_eval) (in module allennlp.tools.quoref_eval) evaluate_sql_query() (allennlp.semparse.executors.sql_executor.SqlExecutor method) Event2Mind (class in allennlp.models.event2mind) Event2MindDatasetReader (class in allennlp.data.dataset_readers.event2mind) Event2MindPredictor (class in allennlp.predictors.event2mind) EventHandler (class in allennlp.training.callbacks.callback_handler) Events (class in allennlp.training.callbacks.events) exact_match_score() (in module allennlp.tools.squad_eval) execute() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) (allennlp.semparse.worlds.quarel_world.QuarelWorld method) execute_action_sequence() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) ExecutionError ExpectedRiskMinimization (class in allennlp.state_machines.trainers.expected_risk_minimization) ExperimentalFeatureWarning ExponentialMovingAverage (class in allennlp.training.moving_average) extend_embedder_vocab() (allennlp.models.model.Model method) extend_from_instances() (allennlp.data.vocabulary.Vocabulary method) extend_vocab() (allennlp.modules.token_embedders.embedding.Embedding method) extract_answer_info_from_annotation() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) extract_module() (allennlp.models.archival.Archive method)

F

f1_score() (in module allennlp.tools.squad_eval) F1Measure (class in allennlp.training.metrics.f1_measure) FBetaMeasure (class in allennlp.training.metrics.fbeta_measure) FeedForward (class in allennlp.modules.feedforward) FeedForwardEncoder (class in allennlp.modules.seq2seq_encoders.feedforward_encoder) Field (class in allennlp.data.fields.field) filename_to_url() (in module allennlp.common.file_utils) filter_date_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_date_greater() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_date_greater_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_date_lesser() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_date_lesser_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_date_not_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_in() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_not_in() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_number_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_number_greater() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_number_greater_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_number_lesser() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_number_lesser_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_number_not_equals() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) filter_words() (allennlp.data.tokenizers.word_filter.PassThroughWordFilter method) (allennlp.data.tokenizers.word_filter.RegexFilter method) (allennlp.data.tokenizers.word_filter.StopwordFilter method) (allennlp.data.tokenizers.word_filter.WordFilter method) find_embedding_layer() (in module allennlp.nn.util) find_latest_checkpoint() (allennlp.training.checkpointer.Checkpointer method) find_valid_add_sub_expressions() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) find_valid_answer_spans() (in module allennlp.data.dataset_readers.reading_comprehension.util) find_valid_counts() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) find_valid_spans() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) fine_grained_named_entity_recognition_with_elmo_peters_2018() (in module allennlp.pretrained) fire_event() (allennlp.training.callbacks.callback_handler.CallbackHandler method) first() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) FIXTURES_ROOT (allennlp.common.testing.test_case.AllenNlpTestCase attribute) flatten_and_batch_shift_indices() (in module allennlp.nn.util) flatten_filename() (in module allennlp.common.util) flattened_index_select() (in module allennlp.nn.util) flush() (allennlp.common.tee_logger.TeeLogger method) format_action() (in module allennlp.semparse.contexts.sql_context_utils) format_embeddings_file_uri() (in module allennlp.modules.token_embedders.embedding) format_grammar_string() (in module allennlp.semparse.contexts.sql_context_utils) FORWARD (allennlp.training.callbacks.events.Events attribute) forward() (allennlp.models.basic_classifier.BasicClassifier method) (allennlp.models.bert_for_classification.BertForClassification method) (allennlp.models.biaffine_dependency_parser.BiaffineDependencyParser method) (allennlp.models.biaffine_dependency_parser_multilang.BiaffineDependencyParserMultiLang method) (allennlp.models.biattentive_classification_network.BiattentiveClassificationNetwork method) (allennlp.models.bimpm.BiMpm method) (allennlp.models.constituency_parser.SpanConstituencyParser method) (allennlp.models.coreference_resolution.coref.CoreferenceResolver method) (allennlp.models.crf_tagger.CrfTagger method) (allennlp.models.decomposable_attention.DecomposableAttention method) (allennlp.models.encoder_decoders.composed_seq2seq.ComposedSeq2Seq method) (allennlp.models.encoder_decoders.copynet_seq2seq.CopyNetSeq2Seq method) (allennlp.models.encoder_decoders.simple_seq2seq.SimpleSeq2Seq method) (allennlp.models.esim.ESIM method) (allennlp.models.event2mind.Event2Mind method) (allennlp.models.graph_parser.GraphParser method) (allennlp.models.language_model.LanguageModel method) (allennlp.models.masked_language_model.MaskedLanguageModel method) (allennlp.models.model.Model method) (allennlp.models.next_token_lm.NextTokenLM method) (allennlp.models.reading_comprehension.bidaf.BidirectionalAttentionFlow method) (allennlp.models.reading_comprehension.bidaf_ensemble.BidafEnsemble method) (allennlp.models.reading_comprehension.dialog_qa.DialogQA method) (allennlp.models.reading_comprehension.naqanet.NumericallyAugmentedQaNet method) (allennlp.models.reading_comprehension.qanet.QaNet method) (allennlp.models.semantic_parsing.atis.atis_semantic_parser.AtisSemanticParser method) (allennlp.models.semantic_parsing.nlvr.nlvr_coverage_semantic_parser.NlvrCoverageSemanticParser method) (allennlp.models.semantic_parsing.nlvr.nlvr_direct_semantic_parser.NlvrDirectSemanticParser method) (allennlp.models.semantic_parsing.nlvr.nlvr_semantic_parser.NlvrSemanticParser method) (allennlp.models.semantic_parsing.quarel.quarel_semantic_parser.QuarelSemanticParser method) (allennlp.models.semantic_parsing.text2sql_parser.Text2SqlParser method) (allennlp.models.semantic_parsing.wikitables.wikitables_erm_semantic_parser.WikiTablesErmSemanticParser method) (allennlp.models.semantic_parsing.wikitables.wikitables_mml_semantic_parser.WikiTablesMmlSemanticParser method) (allennlp.models.semantic_role_labeler.SemanticRoleLabeler method) (allennlp.models.simple_tagger.SimpleTagger method) (allennlp.models.srl_bert.SrlBert method) (allennlp.modules.attention.attention.Attention method) (allennlp.modules.augmented_lstm.AugmentedLstm method) (allennlp.modules.bimpm_matching.BiMpmMatching method) (allennlp.modules.conditional_random_field.ConditionalRandomField method) (allennlp.modules.elmo.Elmo method) (allennlp.modules.elmo_lstm.ElmoLstm method) (allennlp.modules.feedforward.FeedForward method) (allennlp.modules.highway.Highway method) (allennlp.modules.input_variational_dropout.InputVariationalDropout method) (allennlp.modules.language_model_heads.bert.BertLanguageModelHead method) (allennlp.modules.language_model_heads.gpt2.Gpt2LanguageModelHead method) (allennlp.modules.language_model_heads.language_model_head.LanguageModelHead method) (allennlp.modules.layer_norm.LayerNorm method) (allennlp.modules.lstm_cell_with_projection.LstmCellWithProjection method) (allennlp.modules.masked_layer_norm.MaskedLayerNorm method) (allennlp.modules.matrix_attention.bilinear_matrix_attention.BilinearMatrixAttention method) (allennlp.modules.matrix_attention.cosine_matrix_attention.CosineMatrixAttention method) (allennlp.modules.matrix_attention.dot_product_matrix_attention.DotProductMatrixAttention method) (allennlp.modules.matrix_attention.legacy_matrix_attention.LegacyMatrixAttention method) (allennlp.modules.matrix_attention.linear_matrix_attention.LinearMatrixAttention method) (allennlp.modules.matrix_attention.matrix_attention.MatrixAttention method) (allennlp.modules.maxout.Maxout method) (allennlp.modules.openai_transformer.Attention method) (allennlp.modules.openai_transformer.Block method) (allennlp.modules.openai_transformer.Conv1D method) (allennlp.modules.openai_transformer.LayerNorm method) (allennlp.modules.openai_transformer.MLP method) (allennlp.modules.openai_transformer.OpenaiTransformer method) (allennlp.modules.pruner.Pruner method) (allennlp.modules.residual_with_layer_dropout.ResidualWithLayerDropout method) (allennlp.modules.sampled_softmax_loss.SampledSoftmaxLoss method) (allennlp.modules.scalar_mix.ScalarMix method) (allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder.AutoRegressiveSeqDecoder method) (allennlp.modules.seq2seq_decoders.decoder_net.DecoderNet method) (allennlp.modules.seq2seq_decoders.lstm_cell_decoder_net.LstmCellDecoderNet method) (allennlp.modules.seq2seq_decoders.seq_decoder.SeqDecoder method) (allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net.Decoder method) (allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net.DecoderLayer method) (allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net.StackedSelfAttentionDecoderNet method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.BidirectionalLanguageModelTransformer method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.EncoderLayer method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.MultiHeadedAttention method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.PositionalEncoding method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.PositionwiseFeedForward method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.SublayerConnection method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.TransformerEncoder method) (allennlp.modules.seq2seq_encoders.feedforward_encoder.FeedForwardEncoder method) (allennlp.modules.seq2seq_encoders.gated_cnn_encoder.GatedCnnEncoder method) (allennlp.modules.seq2seq_encoders.gated_cnn_encoder.ResidualBlock method) (allennlp.modules.seq2seq_encoders.intra_sentence_attention.IntraSentenceAttentionEncoder method) (allennlp.modules.seq2seq_encoders.multi_head_self_attention.MultiHeadSelfAttention method) (allennlp.modules.seq2seq_encoders.pass_through_encoder.PassThroughEncoder method) (allennlp.modules.seq2seq_encoders.pytorch_seq2seq_wrapper.PytorchSeq2SeqWrapper method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoder method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoderBlock method) (allennlp.modules.seq2seq_encoders.stacked_self_attention.StackedSelfAttentionEncoder method) (allennlp.modules.seq2vec_encoders.bert_pooler.BertPooler method) (allennlp.modules.seq2vec_encoders.boe_encoder.BagOfEmbeddingsEncoder method) (allennlp.modules.seq2vec_encoders.cnn_encoder.CnnEncoder method) (allennlp.modules.seq2vec_encoders.cnn_highway_encoder.CnnHighwayEncoder method) (allennlp.modules.seq2vec_encoders.pytorch_seq2vec_wrapper.PytorchSeq2VecWrapper method) (allennlp.modules.similarity_functions.bilinear.BilinearSimilarity method) (allennlp.modules.similarity_functions.cosine.CosineSimilarity method) (allennlp.modules.similarity_functions.dot_product.DotProductSimilarity method) (allennlp.modules.similarity_functions.linear.LinearSimilarity method) (allennlp.modules.similarity_functions.multiheaded.MultiHeadedSimilarity method) (allennlp.modules.similarity_functions.similarity_function.SimilarityFunction method) (allennlp.modules.span_extractors.bidirectional_endpoint_span_extractor.BidirectionalEndpointSpanExtractor method) (allennlp.modules.span_extractors.endpoint_span_extractor.EndpointSpanExtractor method) (allennlp.modules.span_extractors.self_attentive_span_extractor.SelfAttentiveSpanExtractor method) (allennlp.modules.span_extractors.span_extractor.SpanExtractor method) (allennlp.modules.stacked_alternating_lstm.StackedAlternatingLstm method) (allennlp.modules.stacked_bidirectional_lstm.StackedBidirectionalLstm method) (allennlp.modules.text_field_embedders.basic_text_field_embedder.BasicTextFieldEmbedder method) (allennlp.modules.text_field_embedders.text_field_embedder.TextFieldEmbedder method) (allennlp.modules.time_distributed.TimeDistributed method) (allennlp.modules.token_embedders.bag_of_word_counts_token_embedder.BagOfWordCountsTokenEmbedder method) (allennlp.modules.token_embedders.bert_token_embedder.BertEmbedder method) (allennlp.modules.token_embedders.elmo_token_embedder.ElmoTokenEmbedder method) (allennlp.modules.token_embedders.elmo_token_embedder_multilang.ElmoTokenEmbedderMultiLang method) (allennlp.modules.token_embedders.embedding.Embedding method) (allennlp.modules.token_embedders.language_model_token_embedder.LanguageModelTokenEmbedder method) (allennlp.modules.token_embedders.openai_transformer_embedder.OpenaiTransformerEmbedder method) (allennlp.modules.token_embedders.pass_through_token_embedder.PassThroughTokenEmbedder method) (allennlp.modules.token_embedders.pretrained_transformer_embedder.PretrainedTransformerEmbedder method) (allennlp.modules.token_embedders.token_characters_encoder.TokenCharactersEncoder method)

forward_on_instance() (allennlp.models.model.Model method) forward_on_instances() (allennlp.models.model.Model method) from_archive() (allennlp.predictors.predictor.Predictor class method) from_bio() (in module allennlp.semparse.contexts.quarel_utils) from_entity_cues_string() (in module allennlp.semparse.contexts.quarel_utils) from_file() (allennlp.common.params.Params class method) from_files() (allennlp.data.vocabulary.Vocabulary class method) from_instances() (allennlp.data.vocabulary.Vocabulary class method) from_params() (allennlp.common.from_params.FromParams class method) (allennlp.data.vocabulary.Vocabulary class method) (allennlp.models.biattentive_classification_network.BiattentiveClassificationNetwork class method) (allennlp.models.reading_comprehension.bidaf_ensemble.BidafEnsemble class method) (allennlp.modules.elmo.Elmo class method) (allennlp.modules.text_field_embedders.basic_text_field_embedder.BasicTextFieldEmbedder class method) (allennlp.modules.token_embedders.bag_of_word_counts_token_embedder.BagOfWordCountsTokenEmbedder class method) (allennlp.modules.token_embedders.elmo_token_embedder.ElmoTokenEmbedder class method) (allennlp.modules.token_embedders.elmo_token_embedder_multilang.ElmoTokenEmbedderMultiLang class method) (allennlp.modules.token_embedders.embedding.Embedding class method) (allennlp.modules.token_embedders.token_characters_encoder.TokenCharactersEncoder class method) (allennlp.nn.initializers.InitializerApplicator class method) (allennlp.nn.regularizers.regularizer_applicator.RegularizerApplicator class method) (allennlp.training.callback_trainer.CallbackTrainer class method) (allennlp.training.callbacks.checkpoint.Checkpoint class method) (allennlp.training.callbacks.log_to_tensorboard.LogToTensorboard class method) (allennlp.training.callbacks.update_learning_rate.UpdateLearningRate class method) (allennlp.training.callbacks.update_momentum.UpdateMomentum class method) (allennlp.training.callbacks.update_moving_average.UpdateMovingAverage class method) (allennlp.training.learning_rate_schedulers.learning_rate_scheduler.LearningRateScheduler class method) (allennlp.training.momentum_schedulers.momentum_scheduler.MomentumScheduler class method) (allennlp.training.no_op_trainer.NoOpTrainer class method) (allennlp.training.optimizers.Optimizer class method) (allennlp.training.trainer.Trainer class method) (allennlp.training.trainer_base.TrainerBase class method) (allennlp.training.trainer_pieces.TrainerPieces class method) from_path() (allennlp.predictors.predictor.Predictor class method) from_qr_spec_string() (in module allennlp.semparse.contexts.quarel_utils) FromParams (class in allennlp.common.from_params) full_name() (in module allennlp.common.configuration) FunctionType (class in allennlp.semparse.domain_languages.domain_language)

G

GatedCnnEncoder (class in allennlp.modules.seq2seq_encoders.gated_cnn_encoder) gelu() (in module allennlp.modules.openai_transformer) generate_training_batches() (allennlp.training.callback_trainer.CallbackTrainer method) generic_visit() (allennlp.semparse.contexts.sql_context_utils.SqlVisitor method) get() (allennlp.common.params.Params method) get_action_sequence() (allennlp.semparse.worlds.atis_world.AtisWorld method) (allennlp.semparse.worlds.world.World method) get_action_sequence_and_all_actions() (allennlp.semparse.worlds.text2sql_world.Text2SqlWorld method) get_agenda() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) get_agenda_for_sentence() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) get_alias() (allennlp.semparse.type_declarations.type_declaration.NameMapper method) get_all_logical_forms() (allennlp.semparse.action_space_walker.ActionSpaceWalker method) get_application_type() (allennlp.semparse.type_declarations.type_declaration.BinaryOpType method) (allennlp.semparse.type_declarations.type_declaration.PlaceholderType method) (allennlp.semparse.type_declarations.type_declaration.UnaryOpType method) get_approximate_times() (in module allennlp.semparse.contexts.atis_tables) get_attention_masks() (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.BidirectionalLanguageModelTransformer method) get_balance() (allennlp.state_machines.states.checklist_statelet.ChecklistStatelet method) get_basic_types() (allennlp.semparse.worlds.quarel_world.QuarelWorld method) (allennlp.semparse.worlds.world.World method) get_batch_size() (in module allennlp.training.util) get_best_span() (allennlp.models.reading_comprehension.bidaf.BidirectionalAttentionFlow static method) (in module allennlp.models.reading_comprehension.util) get_coherent_next_tag() (in module allennlp.predictors.open_information_extraction) get_combined_dim() (in module allennlp.nn.util) get_costs_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_date_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_device_of() (in module allennlp.nn.util) get_dropout_mask() (in module allennlp.nn.util) get_entities_from_question() (allennlp.semparse.contexts.table_question_context.TableQuestionContext method) get_explanation() (in module allennlp.semparse.contexts.quarel_utils) get_f1() (allennlp.training.metrics.conll_coref_scores.Scorer method) get_fields_to_compare() (in module allennlp.interpret.attackers.utils) get_file_extension() (in module allennlp.common.file_utils) get_file_paths() (in module allennlp.data.dataset_readers.universal_dependencies_multilang) get_final_encoder_states() (in module allennlp.nn.util) get_flight_numbers_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_from_cache() (in module allennlp.common.file_utils) get_frozen_and_tunable_parameter_names() (in module allennlp.common.util) get_function_type() (allennlp.semparse.domain_languages.domain_language.PredicateType static method) get_generic_name() (in module allennlp.semparse.domain_languages.domain_language) get_gold_clusters() (allennlp.training.metrics.conll_coref_scores.ConllCorefScores static method) get_gradients() (allennlp.predictors.predictor.Predictor method) get_grammar_dictionary() (allennlp.semparse.contexts.atis_sql_table_context.AtisSqlTableContext method) get_grammar_string() (allennlp.semparse.contexts.atis_sql_table_context.AtisSqlTableContext method) get_hash() (allennlp.common.params.Params method) get_index_to_token_vocabulary() (allennlp.data.vocabulary.Vocabulary method) get_input_dim() (allennlp.modules.feedforward.FeedForward method) (allennlp.modules.language_model_heads.bert.BertLanguageModelHead method) (allennlp.modules.language_model_heads.gpt2.Gpt2LanguageModelHead method) (allennlp.modules.language_model_heads.language_model_head.LanguageModelHead method) (allennlp.modules.maxout.Maxout method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.BidirectionalLanguageModelTransformer method) (allennlp.modules.seq2seq_encoders.feedforward_encoder.FeedForwardEncoder method) (allennlp.modules.seq2seq_encoders.gated_cnn_encoder.GatedCnnEncoder method) (allennlp.modules.seq2seq_encoders.intra_sentence_attention.IntraSentenceAttentionEncoder method) (allennlp.modules.seq2seq_encoders.multi_head_self_attention.MultiHeadSelfAttention method) (allennlp.modules.seq2seq_encoders.pass_through_encoder.PassThroughEncoder method) (allennlp.modules.seq2seq_encoders.pytorch_seq2seq_wrapper.PytorchSeq2SeqWrapper method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoder method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoderBlock method) (allennlp.modules.seq2seq_encoders.seq2seq_encoder.Seq2SeqEncoder method) (allennlp.modules.seq2seq_encoders.stacked_self_attention.StackedSelfAttentionEncoder method) (allennlp.modules.seq2vec_encoders.bert_pooler.BertPooler method) (allennlp.modules.seq2vec_encoders.boe_encoder.BagOfEmbeddingsEncoder method) (allennlp.modules.seq2vec_encoders.cnn_encoder.CnnEncoder method) (allennlp.modules.seq2vec_encoders.cnn_highway_encoder.CnnHighwayEncoder method) (allennlp.modules.seq2vec_encoders.pytorch_seq2vec_wrapper.PytorchSeq2VecWrapper method) (allennlp.modules.seq2vec_encoders.seq2vec_encoder.Seq2VecEncoder method) (allennlp.modules.span_extractors.bidirectional_endpoint_span_extractor.BidirectionalEndpointSpanExtractor method) (allennlp.modules.span_extractors.endpoint_span_extractor.EndpointSpanExtractor method) (allennlp.modules.span_extractors.self_attentive_span_extractor.SelfAttentiveSpanExtractor method) (allennlp.modules.span_extractors.span_extractor.SpanExtractor method) get_keys() (allennlp.data.token_indexers.token_indexer.TokenIndexer method) (allennlp.data.token_indexers.wordpiece_indexer.WordpieceIndexer method) get_lengths_from_binary_sequence_mask() (in module allennlp.nn.util) get_logical_form() (allennlp.semparse.worlds.world.World method) get_logical_forms_with_agenda() (allennlp.semparse.action_space_walker.ActionSpaceWalker method) get_mask_from_sequence_lengths() (in module allennlp.nn.util) get_metric() (allennlp.training.metrics.attachment_scores.AttachmentScores method) (allennlp.training.metrics.auc.Auc method) (allennlp.training.metrics.average.Average method) (allennlp.training.metrics.bleu.BLEU method) (allennlp.training.metrics.boolean_accuracy.BooleanAccuracy method) (allennlp.training.metrics.categorical_accuracy.CategoricalAccuracy method) (allennlp.training.metrics.conll_coref_scores.ConllCorefScores method) (allennlp.training.metrics.covariance.Covariance method) (allennlp.training.metrics.drop_em_and_f1.DropEmAndF1 method) (allennlp.training.metrics.entropy.Entropy method) (allennlp.training.metrics.evalb_bracketing_scorer.EvalbBracketingScorer method) (allennlp.training.metrics.f1_measure.F1Measure method) (allennlp.training.metrics.fbeta_measure.FBetaMeasure method) (allennlp.training.metrics.mean_absolute_error.MeanAbsoluteError method) (allennlp.training.metrics.mention_recall.MentionRecall method) (allennlp.training.metrics.metric.Metric method) (allennlp.training.metrics.pearson_correlation.PearsonCorrelation method) (allennlp.training.metrics.perplexity.Perplexity method) (allennlp.training.metrics.sequence_accuracy.SequenceAccuracy method) (allennlp.training.metrics.span_based_f1_measure.SpanBasedF1Measure method) (allennlp.training.metrics.squad_em_and_f1.SquadEmAndF1 method) (allennlp.training.metrics.srl_eval_scorer.SrlEvalScorer method) (allennlp.training.metrics.unigram_recall.UnigramRecall method) get_metrics() (allennlp.models.basic_classifier.BasicClassifier method) (allennlp.models.bert_for_classification.BertForClassification method) (allennlp.models.biaffine_dependency_parser.BiaffineDependencyParser method) (allennlp.models.biaffine_dependency_parser_multilang.BiaffineDependencyParserMultiLang method) (allennlp.models.biattentive_classification_network.BiattentiveClassificationNetwork method) (allennlp.models.bimpm.BiMpm method) (allennlp.models.constituency_parser.SpanConstituencyParser method) (allennlp.models.coreference_resolution.coref.CoreferenceResolver method) (allennlp.models.crf_tagger.CrfTagger method) (allennlp.models.decomposable_attention.DecomposableAttention method) (allennlp.models.encoder_decoders.composed_seq2seq.ComposedSeq2Seq method) (allennlp.models.encoder_decoders.copynet_seq2seq.CopyNetSeq2Seq method) (allennlp.models.encoder_decoders.simple_seq2seq.SimpleSeq2Seq method) (allennlp.models.esim.ESIM method) (allennlp.models.event2mind.Event2Mind method) (allennlp.models.graph_parser.GraphParser method) (allennlp.models.language_model.LanguageModel method) (allennlp.models.masked_language_model.MaskedLanguageModel method) (allennlp.models.model.Model method) (allennlp.models.next_token_lm.NextTokenLM method) (allennlp.models.reading_comprehension.bidaf.BidirectionalAttentionFlow method) (allennlp.models.reading_comprehension.bidaf_ensemble.BidafEnsemble method) (allennlp.models.reading_comprehension.dialog_qa.DialogQA method) (allennlp.models.reading_comprehension.naqanet.NumericallyAugmentedQaNet method) (allennlp.models.reading_comprehension.qanet.QaNet method) (allennlp.models.semantic_parsing.atis.atis_semantic_parser.AtisSemanticParser method) (allennlp.models.semantic_parsing.nlvr.nlvr_coverage_semantic_parser.NlvrCoverageSemanticParser method) (allennlp.models.semantic_parsing.nlvr.nlvr_direct_semantic_parser.NlvrDirectSemanticParser method) (allennlp.models.semantic_parsing.quarel.quarel_semantic_parser.QuarelSemanticParser method) (allennlp.models.semantic_parsing.text2sql_parser.Text2SqlParser method) (allennlp.models.semantic_parsing.wikitables.wikitables_erm_semantic_parser.WikiTablesErmSemanticParser method) (allennlp.models.semantic_parsing.wikitables.wikitables_semantic_parser.WikiTablesSemanticParser method) (allennlp.models.semantic_role_labeler.SemanticRoleLabeler method) (allennlp.models.simple_tagger.SimpleTagger method) (allennlp.models.srl_bert.SrlBert method) (allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder.AutoRegressiveSeqDecoder method) (allennlp.modules.seq2seq_decoders.seq_decoder.SeqDecoder method) (in module allennlp.tools.drop_eval) (in module allennlp.training.util) get_multi_match_mapping() (allennlp.semparse.worlds.world.World method) get_name_mapping() (allennlp.semparse.worlds.world.World method) get_nonterminal_productions() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method)

get_num_batches() (allennlp.data.iterators.data_iterator.DataIterator method) get_numbers_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_output_dim() (allennlp.modules.bimpm_matching.BiMpmMatching method) (allennlp.modules.elmo.Elmo method) (allennlp.modules.feedforward.FeedForward method) (allennlp.modules.language_model_heads.bert.BertLanguageModelHead method) (allennlp.modules.language_model_heads.gpt2.Gpt2LanguageModelHead method) (allennlp.modules.language_model_heads.language_model_head.LanguageModelHead method) (allennlp.modules.maxout.Maxout method) (allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder.AutoRegressiveSeqDecoder method) (allennlp.modules.seq2seq_decoders.decoder_net.DecoderNet method) (allennlp.modules.seq2seq_decoders.seq_decoder.SeqDecoder method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.BidirectionalLanguageModelTransformer method) (allennlp.modules.seq2seq_encoders.feedforward_encoder.FeedForwardEncoder method) (allennlp.modules.seq2seq_encoders.gated_cnn_encoder.GatedCnnEncoder method) (allennlp.modules.seq2seq_encoders.intra_sentence_attention.IntraSentenceAttentionEncoder method) (allennlp.modules.seq2seq_encoders.multi_head_self_attention.MultiHeadSelfAttention method) (allennlp.modules.seq2seq_encoders.pass_through_encoder.PassThroughEncoder method) (allennlp.modules.seq2seq_encoders.pytorch_seq2seq_wrapper.PytorchSeq2SeqWrapper method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoder method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoderBlock method) (allennlp.modules.seq2seq_encoders.seq2seq_encoder.Seq2SeqEncoder method) (allennlp.modules.seq2seq_encoders.stacked_self_attention.StackedSelfAttentionEncoder method) (allennlp.modules.seq2vec_encoders.bert_pooler.BertPooler method) (allennlp.modules.seq2vec_encoders.boe_encoder.BagOfEmbeddingsEncoder method) (allennlp.modules.seq2vec_encoders.cnn_encoder.CnnEncoder method) (allennlp.modules.seq2vec_encoders.cnn_highway_encoder.CnnHighwayEncoder method) (allennlp.modules.seq2vec_encoders.pytorch_seq2vec_wrapper.PytorchSeq2VecWrapper method) (allennlp.modules.seq2vec_encoders.seq2vec_encoder.Seq2VecEncoder method) (allennlp.modules.span_extractors.bidirectional_endpoint_span_extractor.BidirectionalEndpointSpanExtractor method) (allennlp.modules.span_extractors.endpoint_span_extractor.EndpointSpanExtractor method) (allennlp.modules.span_extractors.self_attentive_span_extractor.SelfAttentiveSpanExtractor method) (allennlp.modules.span_extractors.span_extractor.SpanExtractor method) (allennlp.modules.text_field_embedders.basic_text_field_embedder.BasicTextFieldEmbedder method) (allennlp.modules.text_field_embedders.text_field_embedder.TextFieldEmbedder method) (allennlp.modules.token_embedders.bag_of_word_counts_token_embedder.BagOfWordCountsTokenEmbedder method) (allennlp.modules.token_embedders.bert_token_embedder.BertEmbedder method) (allennlp.modules.token_embedders.elmo_token_embedder.ElmoTokenEmbedder method) (allennlp.modules.token_embedders.elmo_token_embedder_multilang.ElmoTokenEmbedderMultiLang method) (allennlp.modules.token_embedders.embedding.Embedding method) (allennlp.modules.token_embedders.language_model_token_embedder.LanguageModelTokenEmbedder method) (allennlp.modules.token_embedders.openai_transformer_embedder.OpenaiTransformerEmbedder method) (allennlp.modules.token_embedders.pass_through_token_embedder.PassThroughTokenEmbedder method) (allennlp.modules.token_embedders.pretrained_transformer_embedder.PretrainedTransformerEmbedder method) (allennlp.modules.token_embedders.token_characters_encoder.TokenCharactersEncoder method) (allennlp.modules.token_embedders.token_embedder.TokenEmbedder method) get_padding_lengths() (allennlp.data.dataset.Batch method) (allennlp.data.fields.adjacency_field.AdjacencyField method) (allennlp.data.fields.array_field.ArrayField method) (allennlp.data.fields.field.Field method) (allennlp.data.fields.index_field.IndexField method) (allennlp.data.fields.knowledge_graph_field.KnowledgeGraphField method) (allennlp.data.fields.label_field.LabelField method) (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.metadata_field.MetadataField method) (allennlp.data.fields.multilabel_field.MultiLabelField method) (allennlp.data.fields.namespace_swapping_field.NamespaceSwappingField method) (allennlp.data.fields.production_rule_field.ProductionRuleField method) (allennlp.data.fields.sequence_label_field.SequenceLabelField method) (allennlp.data.fields.span_field.SpanField method) (allennlp.data.fields.text_field.TextField method) (allennlp.data.instance.Instance method) (allennlp.data.token_indexers.dep_label_indexer.DepLabelIndexer method) (allennlp.data.token_indexers.elmo_indexer.ELMoTokenCharactersIndexer method) (allennlp.data.token_indexers.ner_tag_indexer.NerTagIndexer method) (allennlp.data.token_indexers.openai_transformer_byte_pair_indexer.OpenaiTransformerBytePairIndexer method) (allennlp.data.token_indexers.pos_tag_indexer.PosTagIndexer method) (allennlp.data.token_indexers.pretrained_transformer_indexer.PretrainedTransformerIndexer method) (allennlp.data.token_indexers.single_id_token_indexer.SingleIdTokenIndexer method) (allennlp.data.token_indexers.spacy_indexer.SpacyTokenIndexer method) (allennlp.data.token_indexers.token_characters_indexer.TokenCharactersIndexer method) (allennlp.data.token_indexers.token_indexer.TokenIndexer method) (allennlp.data.token_indexers.wordpiece_indexer.WordpieceIndexer method) get_padding_token() (allennlp.data.token_indexers.spacy_indexer.SpacyTokenIndexer method) (allennlp.data.token_indexers.token_characters_indexer.TokenCharactersIndexer method) (allennlp.data.token_indexers.token_indexer.TokenIndexer method) get_parameters_for_histogram_tensorboard_logging() (allennlp.models.model.Model method) get_paths_to_root() (allennlp.semparse.worlds.world.World method) get_precision() (allennlp.training.metrics.conll_coref_scores.Scorer method) get_predicate_indices() (in module allennlp.predictors.open_information_extraction) get_predicate_text() (in module allennlp.predictors.open_information_extraction) get_predicted_clusters() (allennlp.training.metrics.conll_coref_scores.ConllCorefScores static method) get_prf() (allennlp.training.metrics.conll_coref_scores.Scorer method) get_range_vector() (in module allennlp.nn.util) get_recall() (allennlp.training.metrics.conll_coref_scores.Scorer method) get_regularization_penalty() (allennlp.models.model.Model method) (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.BidirectionalLanguageModelTransformer method) get_s3_resource() (in module allennlp.common.file_utils) get_signature() (allennlp.semparse.type_declarations.type_declaration.NameMapper method) get_spacy_model() (in module allennlp.common.util) get_start_transitions() (allennlp.models.semantic_role_labeler.SemanticRoleLabeler method) (allennlp.models.srl_bert.SrlBert method) get_stem_overlaps() (in module allennlp.semparse.contexts.quarel_utils) get_strings_from_utterance() (in module allennlp.semparse.worlds.atis_world) get_table_data_from_tagged_lines() (allennlp.semparse.contexts.table_question_context.TableQuestionContext class method) get_table_data_from_untagged_lines() (allennlp.semparse.contexts.table_question_context.TableQuestionContext class method) get_table_knowledge_graph() (allennlp.semparse.contexts.table_question_context.TableQuestionContext method) get_text_field_mask() (in module allennlp.nn.util) get_time_range_end_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_time_range_start_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_times_from_utterance() (in module allennlp.semparse.contexts.atis_tables) get_token_from_index() (allennlp.data.vocabulary.Vocabulary method) get_token_index() (allennlp.data.vocabulary.Vocabulary method) get_token_min_padding_length() (allennlp.data.token_indexers.token_indexer.TokenIndexer method) get_token_to_index_vocabulary() (allennlp.data.vocabulary.Vocabulary method) get_training_state() (allennlp.training.callbacks.callback.Callback method) (allennlp.training.callbacks.track_metrics.TrackMetrics method) (allennlp.training.callbacks.update_learning_rate.UpdateLearningRate method) (allennlp.training.callbacks.update_momentum.UpdateMomentum method) get_trigger_dict() (in module allennlp.semparse.contexts.atis_tables) get_type() (allennlp.semparse.domain_languages.domain_language.PredicateType static method) get_type_signatures() (allennlp.semparse.worlds.world.World method) get_valid_actions() (allennlp.semparse.contexts.atis_sql_table_context.AtisSqlTableContext method) (allennlp.semparse.worlds.atis_world.AtisWorld method) (allennlp.semparse.worlds.world.World method) (allennlp.state_machines.states.grammar_based_state.GrammarBasedState method) (allennlp.state_machines.states.grammar_statelet.GrammarStatelet method) (allennlp.state_machines.states.lambda_grammar_statelet.LambdaGrammarStatelet method) (in module allennlp.semparse.type_declarations.type_declaration) get_valid_starting_types() (allennlp.semparse.worlds.quarel_world.QuarelWorld method) (allennlp.semparse.worlds.world.World method) get_values() (allennlp.training.learning_rate_schedulers.cosine.CosineWithRestarts method) (allennlp.training.learning_rate_schedulers.learning_rate_scheduler.LearningRateScheduler method) (allennlp.training.learning_rate_schedulers.noam.NoamLR method) (allennlp.training.learning_rate_schedulers.slanted_triangular.SlantedTriangular method) (allennlp.training.momentum_schedulers.inverted_triangular.InvertedTriangular method) (allennlp.training.momentum_schedulers.momentum_scheduler.MomentumScheduler method) (allennlp.training.scheduler.Scheduler method) get_viterbi_pairwise_potentials() (allennlp.models.semantic_role_labeler.SemanticRoleLabeler method) (allennlp.models.srl_bert.SrlBert method) get_vocab_size() (allennlp.data.vocabulary.Vocabulary method) get_words() (in module allennlp.semparse.contexts.quarel_utils) get_world_entities() (allennlp.semparse.contexts.quarel_utils.WorldTaggerExtractor method) Gpt2LanguageModelHead (class in allennlp.modules.language_model_heads.gpt2) gpu_memory_mb() (in module allennlp.common.util) GradientNormAndClip (class in allennlp.training.callbacks.gradient_norm_and_clip) GrammarBasedState (class in allennlp.state_machines.states.grammar_based_state) GrammarBasedText2SqlDatasetReader (class in allennlp.data.dataset_readers.semantic_parsing.grammar_based_text2sql) GrammarStatelet (class in allennlp.state_machines.states.grammar_statelet) GraphParser (class in allennlp.models.graph_parser) greedy_predict() (allennlp.models.event2mind.Event2Mind method) greedy_search() (allennlp.models.event2mind.Event2Mind method) group_by_count() (in module allennlp.common.util) group_worlds() (in module allennlp.semparse.contexts.quarel_utils)

H

handle_cannot() (in module allennlp.data.dataset_readers.reading_comprehension.util) handle_errors() (in module allennlp.training.callback_trainer) handle_event() (in module allennlp.training.callbacks.callback) handler() (allennlp.training.callbacks.callback_handler.EventHandler property) has_tensor() (in module allennlp.nn.util) has_warned_for_as_padded_tensor (allennlp.data.token_indexers.token_indexer.TokenIndexer attribute)

HasBeenWarned (class in allennlp.training.util) HigherOrderType (class in allennlp.semparse.type_declarations.type_declaration) Highway (class in allennlp.modules.highway) HomogeneousBatchIterator (class in allennlp.data.iterators.homogeneous_batch_iterator) Hotflip (class in allennlp.interpret.attackers.hotflip) http_get() (in module allennlp.common.file_utils)

I

idx() (allennlp.data.tokenizers.token.Token property) import_submodules() (in module allennlp.common.util) index() (allennlp.data.fields.adjacency_field.AdjacencyField method) (allennlp.data.fields.field.Field method) (allennlp.data.fields.knowledge_graph_field.KnowledgeGraphField method) (allennlp.data.fields.label_field.LabelField method) (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.multilabel_field.MultiLabelField method) (allennlp.data.fields.namespace_swapping_field.NamespaceSwappingField method) (allennlp.data.fields.production_rule_field.ProductionRuleField method) (allennlp.data.fields.sequence_label_field.SequenceLabelField method) (allennlp.data.fields.text_field.TextField method) index_fields() (allennlp.data.instance.Instance method) index_instances() (allennlp.data.dataset.Batch method) index_with() (allennlp.data.iterators.data_iterator.DataIterator method) (allennlp.data.iterators.multiprocess_iterator.MultiprocessIterator method) IndexField (class in allennlp.data.fields.index_field) infer() (allennlp.semparse.domain_languages.quarel_language.QuaRelLanguage method) infer_and_cast() (in module allennlp.common.params) info() (allennlp.data.dataset_readers.multiprocess_dataset_reader.logger class method) init_decoder_state() (allennlp.modules.seq2seq_decoders.decoder_net.DecoderNet method) (allennlp.modules.seq2seq_decoders.lstm_cell_decoder_net.LstmCellDecoderNet method) (allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net.StackedSelfAttentionDecoderNet method) initialize() (allennlp.interpret.attackers.attacker.Attacker method) (allennlp.interpret.attackers.hotflip.Hotflip method) initialize_num_words() (allennlp.modules.sampled_softmax_loss.SampledSoftmaxLoss method) initialize_valid_actions() (in module allennlp.semparse.contexts.sql_context_utils) Initializer (class in allennlp.nn.initializers) InitializerApplicator (class in allennlp.nn.initializers) InputReduction (class in allennlp.interpret.attackers.input_reduction) InputVariationalDropout (class in allennlp.modules.input_variational_dropout) inspect_parameters() (in module allennlp.nn.util) Instance (class in allennlp.data.instance) instance_has_changed() (in module allennlp.interpret.attackers.utils) IntegratedGradient (class in allennlp.interpret.saliency_interpreters.integrated_gradient) InterleavingDatasetReader (class in allennlp.data.dataset_readers.interleaving_dataset_reader) IntraSentenceAttentionEncoder (class in allennlp.modules.seq2seq_encoders.intra_sentence_attention) InvalidTagSequence

InvertedTriangular (class in allennlp.training.momentum_schedulers.inverted_triangular) iob1_tags_to_spans() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) iob1_to_bioul() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) is_best_so_far() (allennlp.training.metric_tracker.MetricTracker method) is_bidirectional() (allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer.BidirectionalLanguageModelTransformer method) (allennlp.modules.seq2seq_encoders.feedforward_encoder.FeedForwardEncoder method) (allennlp.modules.seq2seq_encoders.gated_cnn_encoder.GatedCnnEncoder method) (allennlp.modules.seq2seq_encoders.intra_sentence_attention.IntraSentenceAttentionEncoder method) (allennlp.modules.seq2seq_encoders.multi_head_self_attention.MultiHeadSelfAttention method) (allennlp.modules.seq2seq_encoders.pass_through_encoder.PassThroughEncoder method) (allennlp.modules.seq2seq_encoders.pytorch_seq2seq_wrapper.PytorchSeq2SeqWrapper method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoder method) (allennlp.modules.seq2seq_encoders.qanet_encoder.QaNetEncoderBlock method) (allennlp.modules.seq2seq_encoders.seq2seq_encoder.Seq2SeqEncoder method) (allennlp.modules.seq2seq_encoders.stacked_self_attention.StackedSelfAttentionEncoder method) is_callable() (in module allennlp.semparse.domain_languages.domain_language) is_configurable() (in module allennlp.common.configuration) is_finished() (allennlp.state_machines.states.grammar_based_state.GrammarBasedState method) (allennlp.state_machines.states.grammar_statelet.GrammarStatelet method) (allennlp.state_machines.states.lambda_grammar_statelet.LambdaGrammarStatelet method) (allennlp.state_machines.states.state.State method) is_generic() (in module allennlp.semparse.domain_languages.domain_language) is_global_rule() (allennlp.data.fields.production_rule_field.ProductionRule property) (allennlp.semparse.worlds.text2sql_world.Text2SqlWorld method) is_instance_specific_entity() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage static method) is_lazy() (in module allennlp.common.util) is_nonterminal() (allennlp.models.semantic_parsing.atis.atis_semantic_parser.AtisSemanticParser static method) (allennlp.models.semantic_parsing.text2sql_parser.Text2SqlParser static method) (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) (in module allennlp.semparse.type_declarations.type_declaration) is_padded() (allennlp.data.vocabulary.Vocabulary method) is_primary_key() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.TableColumn property) is_registrable() (in module allennlp.common.configuration) is_table_entity() (allennlp.semparse.worlds.quarel_world.QuarelWorld method) is_terminal() (allennlp.semparse.worlds.world.World method) is_transition_allowed() (in module allennlp.modules.conditional_random_field) is_url_or_existing_file() (in module allennlp.common.file_utils) isatty() (allennlp.common.tee_logger.TeeLogger method) iterator() (allennlp.training.trainer_pieces.TrainerPieces property)

J

join() (allennlp.data.dataset_readers.multiprocess_dataset_reader.QIterable method) join_mwp() (in module allennlp.predictors.open_information_extraction)

json_annotation() (in module allennlp.common.configuration) json_to_labeled_instances() (allennlp.predictors.predictor.Predictor method) JustSpacesWordSplitter (class in allennlp.data.tokenizers.word_splitter)

K

KnowledgeGraph (class in allennlp.semparse.contexts.knowledge_graph)

KnowledgeGraphField (class in allennlp.data.fields.knowledge_graph_field)

L

L1Regularizer (class in allennlp.nn.regularizers.regularizers) L2Regularizer (class in allennlp.nn.regularizers.regularizers) label_index() (allennlp.models.constituency_parser.SpanInformation property) label_prob() (allennlp.models.constituency_parser.SpanInformation property) LabelField (class in allennlp.data.fields.label_field) LambdaGrammarStatelet (class in allennlp.state_machines.states.lambda_grammar_statelet) LanguageModel (class in allennlp.models.language_model) LanguageModelHead (class in allennlp.modules.language_model_heads.language_model_head) LanguageModelingReader (class in allennlp.data.dataset_readers.language_modeling) LanguageModelTokenEmbedder (class in allennlp.modules.token_embedders.language_model_token_embedder) last() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) LayerNorm (class in allennlp.modules.layer_norm) (class in allennlp.modules.openai_transformer) lazy_groups_of() (in module allennlp.common.util) lazy_parse() (in module allennlp.data.dataset_readers.semantic_dependency_parsing) LearningRateScheduler (class in allennlp.training.learning_rate_schedulers.learning_rate_scheduler) LegacyAttention (class in allennlp.modules.attention.legacy_attention) LegacyMatrixAttention (class in allennlp.modules.matrix_attention.legacy_matrix_attention) lemma_() (allennlp.data.tokenizers.token.Token property) LettersDigitsWordSplitter (class in allennlp.data.tokenizers.word_splitter) LinearAttention (class in allennlp.modules.attention.linear_attention) LinearMatrixAttention (class in allennlp.modules.matrix_attention.linear_matrix_attention) LinearSimilarity (class in allennlp.modules.similarity_functions.linear) LinkingCoverageTransitionFunction (class in allennlp.state_machines.transition_functions.linking_coverage_transition_function) LinkingTransitionFunction (class in allennlp.state_machines.transition_functions.linking_transition_function)

lisp_to_nested_expression() (in module allennlp.semparse.util) list_available() (allennlp.common.registrable.Registrable class method) ListField (class in allennlp.data.fields.list_field) load() (allennlp.models.model.Model class method) (allennlp.modules.token_embedders.bert_token_embedder.PretrainedBertModel class method) load_archive() (in module allennlp.models.archival) load_best_model_state() (allennlp.training.callbacks.checkpoint.Checkpoint method) load_line() (allennlp.predictors.predictor.Predictor method) load_state_dict() (allennlp.training.metric_tracker.MetricTracker method) (allennlp.training.scheduler.Scheduler method) load_weights() (allennlp.modules.elmo_lstm.ElmoLstm method) (allennlp.modules.openai_transformer.OpenaiTransformer method) log_activation_histogram() (allennlp.training.tensorboard_writer.TensorboardWriter method) log_histograms() (allennlp.training.tensorboard_writer.TensorboardWriter method) log_learning_rates() (allennlp.training.tensorboard_writer.TensorboardWriter method) log_metrics() (allennlp.training.tensorboard_writer.TensorboardWriter method) log_parameter_and_gradient_statistics() (allennlp.training.tensorboard_writer.TensorboardWriter method) log_pytorch_version_info() (in module allennlp.common.checks) log_uniform_candidate_sampler() (allennlp.modules.sampled_softmax_loss.SampledSoftmaxLoss method) logger (class in allennlp.data.dataset_readers.multiprocess_dataset_reader) logical_form_to_action_sequence() (allennlp.semparse.domain_languages.domain_language.DomainLanguage method) logsumexp() (in module allennlp.nn.util) LogToTensorboard (class in allennlp.training.callbacks.log_to_tensorboard) lstm_hidden_bias() (in module allennlp.nn.initializers) LstmCellDecoderNet (class in allennlp.modules.seq2seq_decoders.lstm_cell_decoder_net) LstmCellWithProjection (class in allennlp.modules.lstm_cell_with_projection)

M

main() (in module allennlp.commands) (in module allennlp.service.server_simple) (in module allennlp.tools.archive_surgery) (in module allennlp.tools.create_elmo_embeddings_from_vocab) (in module allennlp.tools.inspect_cache) (in module allennlp.tools.wikitables_evaluator) main_file_uri() (allennlp.modules.token_embedders.embedding.EmbeddingsFileURI property) make_app() (in module allennlp.service.config_explorer) (in module allennlp.service.server_simple) make_ApplicationExpression() (allennlp.semparse.type_declarations.type_declaration.DynamicTypeLogicParser method) make_bert_drop_instance() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) make_date() (allennlp.semparse.common.date.Date class method) make_marginal_drop_instance() (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader static method) make_model() (in module allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) make_oie_string() (in module allennlp.predictors.open_information_extraction) make_property_predicate() (in module allennlp.semparse.domain_languages.quarel_language) make_reading_comprehension_instance() (in module allennlp.data.dataset_readers.reading_comprehension.util) make_reading_comprehension_instance_quac() (in module allennlp.data.dataset_readers.reading_comprehension.util) make_srl_string() (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor static method) make_VariableExpression() (allennlp.semparse.type_declarations.type_declaration.DynamicTypeLogicParser method) map_name_with_signature() (allennlp.semparse.type_declarations.type_declaration.NameMapper method) masked_flip() (in module allennlp.nn.util) masked_log_softmax() (in module allennlp.nn.util) masked_max() (in module allennlp.nn.util) masked_mean() (in module allennlp.nn.util) masked_softmax() (in module allennlp.nn.util) MaskedLanguageModel (class in allennlp.models.masked_language_model) MaskedLanguageModelingReader (class in allennlp.data.dataset_readers.masked_language_modeling) MaskedLanguageModelPredictor (class in allennlp.predictors.masked_language_model) MaskedLayerNorm (class in allennlp.modules.masked_layer_norm) match() (allennlp.tools.wikitables_evaluator.DateValue method) (allennlp.tools.wikitables_evaluator.NumberValue method) (allennlp.tools.wikitables_evaluator.StringValue method) (allennlp.tools.wikitables_evaluator.Value method) matches() (allennlp.semparse.type_declarations.type_declaration.MultiMatchNamedBasicType method) (allennlp.semparse.type_declarations.type_declaration.PlaceholderType method) MatrixAttention (class in allennlp.modules.matrix_attention.matrix_attention) max_date() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) max_number() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) max_word_length (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) MaximumMarginalLikelihood (class in allennlp.state_machines.trainers.maximum_marginal_likelihood) Maxout (class in allennlp.modules.maxout) MeanAbsoluteError (class in allennlp.training.metrics.mean_absolute_error) measure_cpu_gpu() (allennlp.training.callbacks.track_metrics.TrackMetrics method) medium() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_all_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_any_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method)

member_color_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_different() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_none_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_color_same() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_all_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_any_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_different() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_none_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) member_shape_same() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) MentionRecall (class in allennlp.training.metrics.mention_recall) merge_heads() (allennlp.modules.openai_transformer.Attention method) merge_overlapping_predictions() (in module allennlp.predictors.open_information_extraction) MetadataField (class in allennlp.data.fields.metadata_field) Metric (class in allennlp.training.metrics.metric) metric_max_over_ground_truths() (in module allennlp.tools.squad_eval) MetricTracker (class in allennlp.training.metric_tracker) min_date() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) min_number() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) MLP (class in allennlp.modules.openai_transformer) mode_date() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) mode_number() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) mode_string() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) Model (class in allennlp.models.model) model() (allennlp.models.archival.Archive property) (allennlp.training.trainer_pieces.TrainerPieces property) ModelTestCase (class in allennlp.common.testing.model_test_case) MODULE_ROOT (allennlp.common.testing.test_case.AllenNlpTestCase attribute) MomentumScheduler (class in allennlp.training.momentum_schedulers.momentum_scheduler) move_optimizer_to_cuda() (in module allennlp.training.util) move_to_device() (in module allennlp.nn.util) MovingAverage (class in allennlp.training.moving_average) muc() (allennlp.training.metrics.conll_coref_scores.Scorer static method) multi_perspective_match() (in module allennlp.modules.bimpm_matching) multi_perspective_match_pairwise() (in module allennlp.modules.bimpm_matching) MultiHeadedAttention (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) MultiHeadedSimilarity (class in allennlp.modules.similarity_functions.multiheaded) MultiHeadSelfAttention (class in allennlp.modules.seq2seq_encoders.multi_head_self_attention) MultiLabelField (class in allennlp.data.fields.multilabel_field) MultiMatchNamedBasicType (class in allennlp.semparse.type_declarations.type_declaration) MultiprocessDatasetReader (class in allennlp.data.dataset_readers.multiprocess_dataset_reader) MultiprocessIterator (class in allennlp.data.iterators.multiprocess_iterator)

N

name() (allennlp.common.configuration.ConfigItem property) (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.TableColumn property) (allennlp.semparse.domain_languages.wikitables_language.Column property) (allennlp.training.callbacks.callback_handler.EventHandler property) named_entity_recognition_with_elmo_peters_2018() (in module allennlp.pretrained) NamedBasicType (class in allennlp.semparse.type_declarations.type_declaration) NameMapper (class in allennlp.semparse.type_declarations.type_declaration) namespace_match() (in module allennlp.common.util) NamespaceSwappingField (class in allennlp.data.fields.namespace_swapping_field) naqanet_dua_2019() (in module allennlp.pretrained) negate_filter() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) NerTagIndexer (class in allennlp.data.token_indexers.ner_tag_indexer) neural_coreference_resolution_lee_2017() (in module allennlp.pretrained) new_state_from_group_index() (allennlp.state_machines.states.coverage_state.CoverageState method) (allennlp.state_machines.states.grammar_based_state.GrammarBasedState method) next() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) NextTokenLM (class in allennlp.models.next_token_lm) NextTokenLMPredictor (class in allennlp.predictors.next_token_lm) NextTokenLmReader (class in allennlp.data.dataset_readers.next_token_lm) nl_arg() (in module allennlp.semparse.contexts.quarel_utils) nl_attr() (in module allennlp.semparse.contexts.quarel_utils) nl_dir() (in module allennlp.semparse.contexts.quarel_utils)

nl_triple() (in module allennlp.semparse.contexts.quarel_utils) nl_world_string() (in module allennlp.semparse.contexts.quarel_utils) nltk_tree_to_logical_form() (in module allennlp.semparse.domain_languages.domain_language) NlvrCoverageSemanticParser (class in allennlp.models.semantic_parsing.nlvr.nlvr_coverage_semantic_parser) NlvrDatasetReader (class in allennlp.data.dataset_readers.semantic_parsing.nlvr) NlvrDirectSemanticParser (class in allennlp.models.semantic_parsing.nlvr.nlvr_direct_semantic_parser) NlvrLanguage (class in allennlp.semparse.domain_languages.nlvr_language) NlvrParserPredictor (class in allennlp.predictors.nlvr_parser) NlvrSemanticParser (class in allennlp.models.semantic_parsing.nlvr.nlvr_semantic_parser) no_label_prob() (allennlp.models.constituency_parser.SpanInformation property) NoamLR (class in allennlp.training.learning_rate_schedulers.noam) nonterminal() (allennlp.data.fields.production_rule_field.ProductionRule property) NoOpTrainer (class in allennlp.training.no_op_trainer) normalize() (in module allennlp.tools.wikitables_evaluator) normalize_answer() (in module allennlp.tools.squad_eval) normalize_string() (allennlp.semparse.contexts.table_question_context.TableQuestionContext static method) normalize_text() (in module allennlp.data.dataset_readers.reading_comprehension.util) normalized() (allennlp.tools.wikitables_evaluator.Value property) num_heads() (allennlp.modules.openai_transformer.TransformerConfig property) num_layers() (allennlp.models.language_model.LanguageModel method) NumberColumn (class in allennlp.semparse.domain_languages.wikitables_language) NumberValue (class in allennlp.tools.wikitables_evaluator) NumericallyAugmentedQaNet (class in allennlp.models.reading_comprehension.naqanet)

O

Object (class in allennlp.semparse.domain_languages.nlvr_language) object_color_all_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_any_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_color_none_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_exists() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_in_box() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method)

object_shape_all_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_any_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_count_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_count_greater() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_count_greater_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_count_lesser() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_count_lesser_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_count_not_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) object_shape_none_equals() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) Ontonotes (class in allennlp.data.dataset_readers.dataset_utils.ontonotes) OntonotesNamedEntityRecognition (class in allennlp.data.dataset_readers.ontonotes_ner) OntonotesSentence (class in allennlp.data.dataset_readers.dataset_utils.ontonotes) open_information_extraction_stanovsky_2018() (in module allennlp.pretrained) OpenAISplitter (class in allennlp.data.tokenizers.word_splitter) OpenaiTransformer (class in allennlp.modules.openai_transformer) OpenaiTransformerBytePairIndexer (class in allennlp.data.token_indexers.openai_transformer_byte_pair_indexer) OpenaiTransformerEmbedder (class in allennlp.modules.token_embedders.openai_transformer_embedder) OpenIePredictor (class in allennlp.predictors.open_information_extraction) Optimizer (class in allennlp.training.optimizers)

P

pad_sequence_to_length() (in module allennlp.common.util) pad_token_sequence() (allennlp.data.token_indexers.token_indexer.TokenIndexer method) padding_character (allennlp.data.token_indexers.elmo_indexer.ELMoCharacterMapper attribute) Params (class in allennlp.common.params) params() (allennlp.training.trainer_pieces.TrainerPieces property) parse() (allennlp.tools.wikitables_evaluator.DateValue static method) (allennlp.tools.wikitables_evaluator.NumberValue static method) parse_cuda_device() (in module allennlp.common.checks) parse_embeddings_file_uri() (in module allennlp.modules.token_embedders.embedding) parse_example_line() (in module allennlp.data.dataset_readers.semantic_parsing.wikitables.util) parse_logical_form() (allennlp.semparse.worlds.world.World method) parse_overrides() (in module allennlp.common.params) parse_sentence() (in module allennlp.data.dataset_readers.semantic_dependency_parsing) ParsingError PassThroughEncoder (class in allennlp.modules.seq2seq_encoders.pass_through_encoder) PassThroughIterator (class in allennlp.data.iterators.pass_through_iterator) PassThroughTokenEmbedder (class in allennlp.modules.token_embedders.pass_through_token_embedder) PassThroughWordFilter (class in allennlp.data.tokenizers.word_filter) PassThroughWordStemmer (class in allennlp.data.tokenizers.word_stemmer) path_inside_archive() (allennlp.modules.token_embedders.embedding.EmbeddingsFileURI property) peak_memory_mb() (in module allennlp.common.util) PearsonCorrelation (class in allennlp.training.metrics.pearson_correlation) PennTreeBankConstituencySpanDatasetReader (class in allennlp.data.dataset_readers.penn_tree_bank) Perplexity (class in allennlp.training.metrics.perplexity) phi4() (allennlp.training.metrics.conll_coref_scores.Scorer static method) pick_paragraphs() (allennlp.data.dataset_readers.reading_comprehension.triviaqa.TriviaQaReader method) PlaceholderType (class in allennlp.semparse.type_declarations.type_declaration) pm_map_match_to_query_value() (in module allennlp.semparse.contexts.atis_tables) pop() (allennlp.common.params.Params method) pop_bool() (allennlp.common.params.Params method) pop_choice() (allennlp.common.params.Params method) (in module allennlp.common.params) pop_float() (allennlp.common.params.Params method) pop_int() (allennlp.common.params.Params method) pop_max_vocab_size() (in module allennlp.data.vocabulary) PorterStemmer (class in allennlp.data.tokenizers.word_stemmer) pos_() (allennlp.data.tokenizers.token.Token property) PositionalEncoding (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) PositionwiseFeedForward (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) post_process() (allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder.AutoRegressiveSeqDecoder method) (allennlp.modules.seq2seq_decoders.seq_decoder.SeqDecoder method) post_to_url() (allennlp.training.callbacks.post_to_url.PostToUrl method) PosTagIndexer (class in allennlp.data.token_indexers.pos_tag_indexer) postprocess_query_sqlite() (allennlp.semparse.executors.sql_executor.SqlExecutor static method) PostToUrl (class in allennlp.training.callbacks.post_to_url) predicate() (in module allennlp.semparse.domain_languages.domain_language) predicate_with_side_args() (in module allennlp.semparse.domain_languages.domain_language) predicates_overlap() (in module allennlp.predictors.open_information_extraction) PredicateType (class in allennlp.semparse.domain_languages.domain_language) predict() (allennlp.predictors.biaffine_dependency_parser.BiaffineDependencyParserPredictor method) (allennlp.predictors.bidaf.BidafPredictor method) (allennlp.predictors.constituency_parser.ConstituencyParserPredictor method) (allennlp.predictors.coref.CorefPredictor method) (allennlp.predictors.decomposable_attention.DecomposableAttentionPredictor method) (allennlp.predictors.dialog_qa.DialogQAPredictor method) (allennlp.predictors.event2mind.Event2MindPredictor method) (allennlp.predictors.masked_language_model.MaskedLanguageModelPredictor method) (allennlp.predictors.next_token_lm.NextTokenLMPredictor method) (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor method) (allennlp.predictors.sentence_tagger.SentenceTaggerPredictor method) (allennlp.predictors.seq2seq.Seq2SeqPredictor method) (allennlp.predictors.text_classifier.TextClassifierPredictor method)

predict_batch_instance() (allennlp.predictors.biaffine_dependency_parser.BiaffineDependencyParserPredictor method) (allennlp.predictors.constituency_parser.ConstituencyParserPredictor method) (allennlp.predictors.predictor.Predictor method) predict_batch_json() (allennlp.predictors.predictor.Predictor method) (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor method) predict_instance() (allennlp.predictors.biaffine_dependency_parser.BiaffineDependencyParserPredictor method) (allennlp.predictors.constituency_parser.ConstituencyParserPredictor method) (allennlp.predictors.predictor.Predictor method) predict_instances() (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor method) predict_json() (allennlp.predictors.open_information_extraction.OpenIePredictor method) (allennlp.predictors.predictor.Predictor method) (allennlp.predictors.quarel_parser.QuarelParserPredictor method) (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor method) (allennlp.predictors.wikitables_parser.WikiTablesParserPredictor method) predict_tokenized() (allennlp.predictors.coref.CorefPredictor method) (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor method) predictions_to_labeled_instances() (allennlp.predictors.bidaf.BidafPredictor method) (allennlp.predictors.coref.CorefPredictor method) (allennlp.predictors.decomposable_attention.DecomposableAttentionPredictor method) (allennlp.predictors.masked_language_model.MaskedLanguageModelPredictor method) (allennlp.predictors.next_token_lm.NextTokenLMPredictor method) (allennlp.predictors.predictor.Predictor method) (allennlp.predictors.sentence_tagger.SentenceTaggerPredictor method) (allennlp.predictors.text_classifier.TextClassifierPredictor method) Predictor (class in allennlp.predictors.predictor) predictor() (allennlp.pretrained.PretrainedModel method) prepare_environment() (in module allennlp.common.util) prepare_global_logging() (in module allennlp.common.util) preprocess() (allennlp.data.dataset_readers.semantic_parsing.quarel.QuarelDatasetReader method) PretrainedBertEmbedder (class in allennlp.modules.token_embedders.bert_token_embedder) PretrainedBertIndexer (class in allennlp.data.token_indexers.wordpiece_indexer) PretrainedBertModel (class in allennlp.modules.token_embedders.bert_token_embedder) PretrainedModel (class in allennlp.pretrained) PretrainedModelInitializer (class in allennlp.nn.initializers) PretrainedTransformerEmbedder (class in allennlp.modules.token_embedders.pretrained_transformer_embedder) PretrainedTransformerIndexer (class in allennlp.data.token_indexers.pretrained_transformer_indexer) PretrainedTransformerTokenizer (class in allennlp.data.tokenizers.pretrained_transformer_tokenizer) previous() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) print_action_history() (allennlp.state_machines.states.grammar_based_state.GrammarBasedState method) print_statistics() (allennlp.data.dataset.Batch method) (allennlp.data.vocabulary.Vocabulary method) priority() (allennlp.training.callbacks.callback_handler.EventHandler property) process_sql_data() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) ProductionRule (class in allennlp.data.fields.production_rule_field) ProductionRuleArray (in module allennlp.data.fields.production_rule_field) ProductionRuleField (class in allennlp.data.fields.production_rule_field) PROJECT_ROOT (allennlp.common.testing.test_case.AllenNlpTestCase attribute) Property (class in allennlp.semparse.domain_languages.quarel_language) Pruner (class in allennlp.modules.pruner) PytorchSeq2SeqWrapper (class in allennlp.modules.seq2seq_encoders.pytorch_seq2seq_wrapper) PytorchSeq2VecWrapper (class in allennlp.modules.seq2vec_encoders.pytorch_seq2vec_wrapper)

Q

QaNet (class in allennlp.models.reading_comprehension.qanet) QaNetEncoder (class in allennlp.modules.seq2seq_encoders.qanet_encoder) QaNetEncoderBlock (class in allennlp.modules.seq2seq_encoders.qanet_encoder) QangarooReader (class in allennlp.data.dataset_readers.reading_comprehension.qangaroo) QIterable (class in allennlp.data.dataset_readers.multiprocess_dataset_reader) qr_coeff_sets_default (allennlp.semparse.worlds.quarel_world.QuarelWorld attribute) qr_size (allennlp.semparse.worlds.quarel_world.QuarelWorld attribute) QuACReader (class in allennlp.data.dataset_readers.reading_comprehension.quac)

QuarelDatasetReader (class in allennlp.data.dataset_readers.semantic_parsing.quarel) QuaRelLanguage (class in allennlp.semparse.domain_languages.quarel_language) QuarelParserPredictor (class in allennlp.predictors.quarel_parser) QuarelSemanticParser (class in allennlp.models.semantic_parsing.quarel.quarel_semantic_parser) QuaRelType (class in allennlp.semparse.domain_languages.quarel_language) QuarelTypeDeclaration (class in allennlp.semparse.type_declarations.quarel_type_declaration) QuarelWorld (class in allennlp.semparse.worlds.quarel_world) QuoraParaphraseDatasetReader (class in allennlp.data.dataset_readers.quora_paraphrase)

R

read() (allennlp.data.dataset_readers.dataset_reader.DatasetReader method) (allennlp.data.dataset_readers.multiprocess_dataset_reader.MultiprocessDatasetReader method) (allennlp.modules.token_embedders.embedding.EmbeddingsTextFile method) read_dataset_schema() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) read_from_file() (allennlp.semparse.contexts.table_question_context.TableQuestionContext class method) read_from_lines() (allennlp.semparse.contexts.table_question_context.TableQuestionContext class method) read_set_from_file() (in module allennlp.common.file_utils) readline() (allennlp.modules.token_embedders.embedding.EmbeddingsTextFile method) RegexFilter (class in allennlp.data.tokenizers.word_filter) register() (allennlp.common.registrable.Registrable class method) Registrable (class in allennlp.common.registrable) Regularizer (class in allennlp.nn.regularizers.regularizer) RegularizerApplicator (class in allennlp.nn.regularizers.regularizer_applicator) remove_optional() (in module allennlp.common.from_params) remove_pretrained_embedding_params() (in module allennlp.models.model) remove_sentence_boundaries() (in module allennlp.nn.util) render_config() (in module allennlp.common.configuration) replace_corefs() (allennlp.predictors.coref.CorefPredictor static method) replace_cr_with_newline() (in module allennlp.common.tee_logger) replace_masked_values() (in module allennlp.nn.util) replace_variables() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) rescale_gradients() (allennlp.training.callbacks.gradient_norm_and_clip.GradientNormAndClip method) (allennlp.training.trainer.Trainer method) (in module allennlp.training.util) reset() (allennlp.training.metrics.attachment_scores.AttachmentScores method) (allennlp.training.metrics.auc.Auc method) (allennlp.training.metrics.average.Average method) (allennlp.training.metrics.bleu.BLEU method) (allennlp.training.metrics.boolean_accuracy.BooleanAccuracy method) (allennlp.training.metrics.categorical_accuracy.CategoricalAccuracy method) (allennlp.training.metrics.conll_coref_scores.ConllCorefScores method) (allennlp.training.metrics.covariance.Covariance method) (allennlp.training.metrics.drop_em_and_f1.DropEmAndF1 method) (allennlp.training.metrics.entropy.Entropy method) (allennlp.training.metrics.evalb_bracketing_scorer.EvalbBracketingScorer method) (allennlp.training.metrics.fbeta_measure.FBetaMeasure method) (allennlp.training.metrics.mean_absolute_error.MeanAbsoluteError method) (allennlp.training.metrics.mention_recall.MentionRecall method) (allennlp.training.metrics.metric.Metric method) (allennlp.training.metrics.pearson_correlation.PearsonCorrelation method) (allennlp.training.metrics.sequence_accuracy.SequenceAccuracy method) (allennlp.training.metrics.span_based_f1_measure.SpanBasedF1Measure method) (allennlp.training.metrics.squad_em_and_f1.SquadEmAndF1 method) (allennlp.training.metrics.srl_eval_scorer.SrlEvalScorer method) (allennlp.training.metrics.unigram_recall.UnigramRecall method)

reset_parameters() (allennlp.modules.attention.additive_attention.AdditiveAttention method) (allennlp.modules.attention.bilinear_attention.BilinearAttention method) (allennlp.modules.attention.linear_attention.LinearAttention method) (allennlp.modules.augmented_lstm.AugmentedLstm method) (allennlp.modules.lstm_cell_with_projection.LstmCellWithProjection method) (allennlp.modules.matrix_attention.bilinear_matrix_attention.BilinearMatrixAttention method) (allennlp.modules.matrix_attention.linear_matrix_attention.LinearMatrixAttention method) (allennlp.modules.similarity_functions.bilinear.BilinearSimilarity method) (allennlp.modules.similarity_functions.linear.LinearSimilarity method) (allennlp.modules.similarity_functions.multiheaded.MultiHeadedSimilarity method) residual_dropout_probability() (allennlp.modules.openai_transformer.TransformerConfig property) ResidualBlock (class in allennlp.modules.seq2seq_encoders.gated_cnn_encoder) ResidualWithLayerDropout (class in allennlp.modules.residual_with_layer_dropout) resolve() (allennlp.semparse.type_declarations.type_declaration.BinaryOpType method) (allennlp.semparse.type_declarations.type_declaration.PlaceholderType method) (allennlp.semparse.type_declarations.type_declaration.UnaryOpType method) resolve_overlap_conflicts_greedily() (allennlp.models.constituency_parser.SpanConstituencyParser static method) resolve_primary_keys_in_schema() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) restore() (allennlp.training.moving_average.MovingAverage method) restore_checkpoint() (allennlp.training.callbacks.checkpoint.Checkpoint method) (allennlp.training.checkpointer.Checkpointer method) restore_training_state() (allennlp.training.callbacks.callback.Callback method) (allennlp.training.callbacks.track_metrics.TrackMetrics method) (allennlp.training.callbacks.update_learning_rate.UpdateLearningRate method) (allennlp.training.callbacks.update_momentum.UpdateMomentum method) return_type() (allennlp.semparse.type_declarations.type_declaration.ComplexType method) (allennlp.semparse.type_declarations.type_declaration.HigherOrderType method) RnnStatelet (class in allennlp.state_machines.states.rnn_statelet) Row (class in allennlp.semparse.domain_languages.wikitables_language) rule() (allennlp.data.fields.production_rule_field.ProductionRule property) rule_id() (allennlp.data.fields.production_rule_field.ProductionRule property)

S

s3_etag() (in module allennlp.common.file_utils) s3_get() (in module allennlp.common.file_utils) s3_request() (in module allennlp.common.file_utils) saliency_interpret_from_json() (allennlp.interpret.saliency_interpreters.integrated_gradient.IntegratedGradient method) (allennlp.interpret.saliency_interpreters.saliency_interpreter.SaliencyInterpreter method) (allennlp.interpret.saliency_interpreters.simple_gradient.SimpleGradient method) (allennlp.interpret.saliency_interpreters.smooth_gradient.SmoothGradient method) SaliencyInterpreter (class in allennlp.interpret.saliency_interpreters.saliency_interpreter) same_as() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) same_color() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) same_shape() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) SameLanguageIterator (class in allennlp.data.iterators.same_language_iterator) SampledSoftmaxLoss (class in allennlp.modules.sampled_softmax_loss) sanitize() (in module allennlp.common.util) sanitize_label() (in module allennlp.predictors.open_information_extraction) save_checkpoint() (allennlp.training.checkpointer.Checkpointer method) save_model_at_batch_end() (allennlp.training.callbacks.checkpoint.Checkpoint method) save_model_at_epoch_end() (allennlp.training.callbacks.checkpoint.Checkpoint method) save_to_files() (allennlp.data.vocabulary.Vocabulary method) ScalarMix (class in allennlp.modules.scalar_mix) Scheduler (class in allennlp.training.scheduler) Scorer (class in allennlp.training.metrics.conll_coref_scores) search() (allennlp.nn.beam_search.BeamSearch method) (allennlp.state_machines.beam_search.BeamSearch method) (allennlp.state_machines.constrained_beam_search.ConstrainedBeamSearch method) select_date() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) select_number() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) select_string() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) SelfAttentiveSpanExtractor (class in allennlp.modules.span_extractors.self_attentive_span_extractor) SemanticDependenciesDatasetReader (class in allennlp.data.dataset_readers.semantic_dependency_parsing) SemanticRoleLabeler (class in allennlp.models.semantic_role_labeler) SemanticRoleLabelerPredictor (class in allennlp.predictors.semantic_role_labeler) sentence_iterator() (allennlp.data.dataset_readers.dataset_utils.ontonotes.Ontonotes method) SentenceSplitter (class in allennlp.data.tokenizers.sentence_splitter) SentenceTaggerPredictor (class in allennlp.predictors.sentence_tagger) Seq2SeqDatasetReader (class in allennlp.data.dataset_readers.seq2seq) Seq2SeqEncoder (class in allennlp.modules.seq2seq_encoders.seq2seq_encoder) Seq2SeqPredictor (class in allennlp.predictors.seq2seq) Seq2VecEncoder (class in allennlp.modules.seq2vec_encoders.seq2vec_encoder) SeqDecoder (class in allennlp.modules.seq2seq_decoders.seq_decoder) sequence_cross_entropy_with_logits() (in module allennlp.nn.util) sequence_length() (allennlp.data.fields.list_field.ListField method) (allennlp.data.fields.sequence_field.SequenceField method) (allennlp.data.fields.text_field.TextField method) SequenceAccuracy (class in allennlp.training.metrics.sequence_accuracy) SequenceField (class in allennlp.data.fields.sequence_field) SequenceLabelField (class in allennlp.data.fields.sequence_label_field) SequenceTaggingDatasetReader (class in allennlp.data.dataset_readers.sequence_tagging) serialize_instance() (allennlp.data.dataset_readers.dataset_reader.DatasetReader method) ServerError session_with_backoff() (in module allennlp.common.file_utils) set_default_mininterval() (allennlp.common.tqdm.Tqdm static method) set_from_file() (allennlp.data.vocabulary.Vocabulary method) set_slower_interval() (allennlp.common.tqdm.Tqdm static method) set_up_metrics() (allennlp.training.callbacks.track_metrics.TrackMetrics method) set_up_model() (allennlp.common.testing.model_test_case.ModelTestCase method) set_validate() (allennlp.training.callbacks.validate.Validate method) setUp() (allennlp.common.testing.test_case.AllenNlpTestCase method) Shape (class in allennlp.semparse.domain_languages.nlvr_language) shape() (allennlp.semparse.domain_languages.nlvr_language.Shape property) should_log_histograms_this_batch() (allennlp.training.tensorboard_writer.TensorboardWriter method) should_log_this_batch() (allennlp.training.tensorboard_writer.TensorboardWriter method) should_stop_early() (allennlp.training.metric_tracker.MetricTracker method) show_token() (in module allennlp.data.tokenizers.token) SimilarityFunction (class in allennlp.modules.similarity_functions.similarity_function) SimpleGradient (class in allennlp.interpret.saliency_interpreters.simple_gradient) SimpleLanguageModelingDatasetReader (class in allennlp.data.dataset_readers.simple_language_modeling) SimpleSeq2Seq (class in allennlp.models.encoder_decoders.simple_seq2seq) SimpleSeq2SeqPredictor (class in allennlp.predictors.simple_seq2seq) SimpleTagger (class in allennlp.models.simple_tagger) SimpleWordSplitter (class in allennlp.data.tokenizers.word_splitter) SingleIdTokenIndexer (class in allennlp.data.token_indexers.single_id_token_indexer) SlantedTriangular (class in allennlp.training.learning_rate_schedulers.slanted_triangular) small() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) SmoothGradient (class in allennlp.interpret.saliency_interpreters.smooth_gradient) SnliReader (class in allennlp.data.dataset_readers.snli) sort_batch_by_length() (in module allennlp.nn.util) sort_by_padding() (in module allennlp.data.iterators.bucket_iterator) SpacySentenceSplitter (class in allennlp.data.tokenizers.sentence_splitter) SpacyTokenIndexer (class in allennlp.data.token_indexers.spacy_indexer)

SpacyWordSplitter (class in allennlp.data.tokenizers.word_splitter) span_based_constituency_parsing_with_elmo_joshi_2018() (in module allennlp.pretrained) SpanBasedF1Measure (class in allennlp.training.metrics.span_based_f1_measure) SpanConstituencyParser (class in allennlp.models.constituency_parser) SpanExtractor (class in allennlp.modules.span_extractors.span_extractor) SpanField (class in allennlp.data.fields.span_field) SpanInformation (class in allennlp.models.constituency_parser) sparse_clip_norm() (in module allennlp.training.util) split_by_language() (in module allennlp.data.iterators.same_language_iterator) split_heads() (allennlp.modules.openai_transformer.Attention method) split_question() (in module allennlp.semparse.contexts.quarel_utils) split_s3_path() (in module allennlp.common.file_utils) split_sentences() (allennlp.data.tokenizers.sentence_splitter.SentenceSplitter method) (allennlp.data.tokenizers.sentence_splitter.SpacySentenceSplitter method) split_table_and_column_names() (in module allennlp.data.dataset_readers.dataset_utils.text2sql_utils) split_token_by_delimiter() (in module allennlp.data.dataset_readers.reading_comprehension.util) split_tokens_by_hyphen() (in module allennlp.data.dataset_readers.reading_comprehension.util) split_words() (allennlp.data.tokenizers.word_splitter.BertBasicWordSplitter method) (allennlp.data.tokenizers.word_splitter.JustSpacesWordSplitter method) (allennlp.data.tokenizers.word_splitter.LettersDigitsWordSplitter method) (allennlp.data.tokenizers.word_splitter.OpenAISplitter method) (allennlp.data.tokenizers.word_splitter.SimpleWordSplitter method) (allennlp.data.tokenizers.word_splitter.SpacyWordSplitter method) (allennlp.data.tokenizers.word_splitter.WordSplitter method) sql() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.SqlData property) sql_table_context (allennlp.semparse.worlds.atis_world.AtisWorld attribute) sql_variables() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.SqlData property) SqlData (class in allennlp.data.dataset_readers.dataset_utils.text2sql_utils) SqlExecutor (class in allennlp.semparse.executors.sql_executor) SqlVisitor (class in allennlp.semparse.contexts.sql_context_utils) SquadEmAndF1 (class in allennlp.training.metrics.squad_em_and_f1) SquadReader (class in allennlp.data.dataset_readers.reading_comprehension.squad) square() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) srl_with_elmo_luheng_2018() (in module allennlp.pretrained) SrlBert (class in allennlp.models.srl_bert) SrlEvalScorer (class in allennlp.training.metrics.srl_eval_scorer) SrlReader (class in allennlp.data.dataset_readers.semantic_role_labeling) StackedAlternatingLstm (class in allennlp.modules.stacked_alternating_lstm) StackedBidirectionalLstm (class in allennlp.modules.stacked_bidirectional_lstm) StackedSelfAttentionDecoderNet (class in allennlp.modules.seq2seq_decoders.stacked_self_attention_decoder_net) StackedSelfAttentionEncoder (class in allennlp.modules.seq2seq_encoders.stacked_self_attention) StanfordSentimentTreeBankDatasetReader (class in allennlp.data.dataset_readers.stanford_sentiment_tree_bank) start() (allennlp.data.dataset_readers.multiprocess_dataset_reader.QIterable method) (allennlp.models.constituency_parser.SpanInformation property) State (class in allennlp.state_machines.states.state) state_dict() (allennlp.training.metric_tracker.MetricTracker method) (allennlp.training.scheduler.Scheduler method) StateDecoder (class in allennlp.models.event2mind) status_code (allennlp.service.server_simple.ServerError attribute) stem_word() (allennlp.data.tokenizers.word_stemmer.PassThroughWordStemmer method) (allennlp.data.tokenizers.word_stemmer.PorterStemmer method) (allennlp.data.tokenizers.word_stemmer.WordStemmer method) step() (allennlp.training.callbacks.update_learning_rate.UpdateLearningRate method) (allennlp.training.callbacks.update_momentum.UpdateMomentum method) (allennlp.training.learning_rate_schedulers.noam.NoamLR method) (allennlp.training.learning_rate_schedulers.slanted_triangular.SlantedTriangular method) (allennlp.training.optimizers.DenseSparseAdam method) (allennlp.training.scheduler.Scheduler method) step_batch() (allennlp.training.callbacks.update_learning_rate.UpdateLearningRate method) (allennlp.training.callbacks.update_momentum.UpdateMomentum method) (allennlp.training.learning_rate_schedulers.noam.NoamLR method) (allennlp.training.learning_rate_schedulers.slanted_triangular.SlantedTriangular method) (allennlp.training.scheduler.Scheduler method) StopwordFilter (class in allennlp.data.tokenizers.word_filter) str() (allennlp.semparse.type_declarations.type_declaration.NamedBasicType method) (allennlp.semparse.type_declarations.type_declaration.PlaceholderType method) str_join() (in module allennlp.semparse.contexts.quarel_utils) str_to_time() (in module allennlp.training.util) StringColumn (class in allennlp.semparse.domain_languages.wikitables_language) StringValue (class in allennlp.tools.wikitables_evaluator) strip_entity_type() (in module allennlp.semparse.contexts.quarel_utils) Subcommand (class in allennlp.commands.subcommand) SublayerConnection (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) subsequent_mask() (in module allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) substitute_any_type() (allennlp.semparse.type_declarations.type_declaration.BinaryOpType method) (allennlp.semparse.type_declarations.type_declaration.ComplexType method) (allennlp.semparse.type_declarations.type_declaration.PlaceholderType method) (allennlp.semparse.type_declarations.type_declaration.UnaryOpType method) (in module allennlp.semparse.type_declarations.type_declaration) sum() (allennlp.semparse.domain_languages.wikitables_language.WikiTablesLanguage method) swish() (in module allennlp.modules.openai_transformer)

T

TableColumn (class in allennlp.data.dataset_readers.dataset_utils.text2sql_utils) TableQuestionContext (class in allennlp.semparse.contexts.table_question_context) tag_() (allennlp.data.tokenizers.token.Token property) take_action() (allennlp.state_machines.states.grammar_statelet.GrammarStatelet method) (allennlp.state_machines.states.lambda_grammar_statelet.LambdaGrammarStatelet method) take_search_step() (allennlp.models.encoder_decoders.copynet_seq2seq.CopyNetSeq2Seq method) take_step() (allennlp.models.encoder_decoders.simple_seq2seq.SimpleSeq2Seq method) (allennlp.models.event2mind.StateDecoder method) (allennlp.modules.seq2seq_decoders.auto_regressive_seq_decoder.AutoRegressiveSeqDecoder method) (allennlp.state_machines.transition_functions.basic_transition_function.BasicTransitionFunction method) (allennlp.state_machines.transition_functions.transition_function.TransitionFunction method) takes_arg() (in module allennlp.common.from_params) takes_kwargs() (in module allennlp.common.from_params) tearDown() (allennlp.common.testing.test_case.AllenNlpTestCase method) TeeLogger (class in allennlp.common.tee_logger) TemplateText2SqlDatasetReader (class in allennlp.data.dataset_readers.semantic_parsing.template_text2sql) TensorboardWriter (class in allennlp.training.tensorboard_writer) tensors_equal() (in module allennlp.nn.util) test_dataset() (allennlp.training.trainer_pieces.TrainerPieces property) TESTS_ROOT (allennlp.common.testing.test_case.AllenNlpTestCase attribute) text() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.SqlData property) (allennlp.data.tokenizers.token.Token property) Text2SqlParser (class in allennlp.models.semantic_parsing.text2sql_parser) Text2SqlWorld (class in allennlp.semparse.worlds.text2sql_world) text_id() (allennlp.data.tokenizers.token.Token property) text_standardize() (in module allennlp.data.token_indexers.openai_transformer_byte_pair_indexer) text_to_instance() (allennlp.data.dataset_readers.babi.BabiReader method) (allennlp.data.dataset_readers.ccgbank.CcgBankDatasetReader method) (allennlp.data.dataset_readers.conll2000.Conll2000DatasetReader method) (allennlp.data.dataset_readers.conll2003.Conll2003DatasetReader method) (allennlp.data.dataset_readers.copynet_seq2seq.CopyNetDatasetReader method) (allennlp.data.dataset_readers.coreference_resolution.conll.ConllCorefReader method) (allennlp.data.dataset_readers.coreference_resolution.winobias.WinobiasReader method) (allennlp.data.dataset_readers.dataset_reader.DatasetReader method) (allennlp.data.dataset_readers.event2mind.Event2MindDatasetReader method) (allennlp.data.dataset_readers.interleaving_dataset_reader.InterleavingDatasetReader method) (allennlp.data.dataset_readers.language_modeling.LanguageModelingReader method) (allennlp.data.dataset_readers.masked_language_modeling.MaskedLanguageModelingReader method) (allennlp.data.dataset_readers.multiprocess_dataset_reader.MultiprocessDatasetReader method) (allennlp.data.dataset_readers.next_token_lm.NextTokenLmReader method) (allennlp.data.dataset_readers.ontonotes_ner.OntonotesNamedEntityRecognition method) (allennlp.data.dataset_readers.penn_tree_bank.PennTreeBankConstituencySpanDatasetReader method) (allennlp.data.dataset_readers.quora_paraphrase.QuoraParaphraseDatasetReader method) (allennlp.data.dataset_readers.reading_comprehension.drop.DropReader method) (allennlp.data.dataset_readers.reading_comprehension.qangaroo.QangarooReader method) (allennlp.data.dataset_readers.reading_comprehension.quac.QuACReader method) (allennlp.data.dataset_readers.reading_comprehension.squad.SquadReader method) (allennlp.data.dataset_readers.reading_comprehension.triviaqa.TriviaQaReader method) (allennlp.data.dataset_readers.semantic_dependency_parsing.SemanticDependenciesDatasetReader method) (allennlp.data.dataset_readers.semantic_parsing.atis.AtisDatasetReader method) (allennlp.data.dataset_readers.semantic_parsing.grammar_based_text2sql.GrammarBasedText2SqlDatasetReader method) (allennlp.data.dataset_readers.semantic_parsing.nlvr.NlvrDatasetReader method) (allennlp.data.dataset_readers.semantic_parsing.quarel.QuarelDatasetReader method) (allennlp.data.dataset_readers.semantic_parsing.template_text2sql.TemplateText2SqlDatasetReader method) (allennlp.data.dataset_readers.semantic_parsing.wikitables.wikitables.WikiTablesDatasetReader method) (allennlp.data.dataset_readers.semantic_role_labeling.SrlReader method) (allennlp.data.dataset_readers.seq2seq.Seq2SeqDatasetReader method) (allennlp.data.dataset_readers.sequence_tagging.SequenceTaggingDatasetReader method) (allennlp.data.dataset_readers.simple_language_modeling.SimpleLanguageModelingDatasetReader method) (allennlp.data.dataset_readers.snli.SnliReader method) (allennlp.data.dataset_readers.stanford_sentiment_tree_bank.StanfordSentimentTreeBankDatasetReader method) (allennlp.data.dataset_readers.text_classification_json.TextClassificationJsonReader method) (allennlp.data.dataset_readers.universal_dependencies.UniversalDependenciesDatasetReader method) (allennlp.data.dataset_readers.universal_dependencies_multilang.UniversalDependenciesMultiLangDatasetReader method) text_variables() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.SqlData property) text_with_variables() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.SqlData property) TextClassificationJsonReader (class in allennlp.data.dataset_readers.text_classification_json) TextClassifierPredictor (class in allennlp.predictors.text_classifier) TextField (class in allennlp.data.fields.text_field) TextFieldEmbedder (class in allennlp.modules.text_field_embedders.text_field_embedder)

time_to_str() (in module allennlp.training.util) TimeDistributed (class in allennlp.modules.time_distributed) to_bioul() (in module allennlp.data.dataset_readers.dataset_utils.span_utils) to_camel() (in module allennlp.semparse.contexts.quarel_utils) to_dict() (allennlp.service.server_simple.ServerError method) to_file() (allennlp.common.params.Params method) to_json() (allennlp.common.configuration.Config method) (allennlp.common.configuration.ConfigItem method) (allennlp.semparse.common.date.Date method) to_qr_spec_string() (in module allennlp.semparse.contexts.quarel_utils) to_value() (in module allennlp.tools.wikitables_evaluator) to_value_list() (in module allennlp.tools.wikitables_evaluator) Token (class in allennlp.data.tokenizers.token) TokenCharactersEncoder (class in allennlp.modules.token_embedders.token_characters_encoder) TokenCharactersIndexer (class in allennlp.data.token_indexers.token_characters_indexer) TokenEmbedder (class in allennlp.modules.token_embedders.token_embedder) TokenIndexer (class in allennlp.data.token_indexers.token_indexer) tokenize() (allennlp.data.tokenizers.character_tokenizer.CharacterTokenizer method) (allennlp.data.tokenizers.pretrained_transformer_tokenizer.PretrainedTransformerTokenizer method) (allennlp.data.tokenizers.tokenizer.Tokenizer method) (allennlp.data.tokenizers.word_tokenizer.WordTokenizer method) Tokenizer (class in allennlp.data.tokenizers.tokenizer) tokens_to_indices() (allennlp.data.token_indexers.dep_label_indexer.DepLabelIndexer method) (allennlp.data.token_indexers.elmo_indexer.ELMoTokenCharactersIndexer method) (allennlp.data.token_indexers.ner_tag_indexer.NerTagIndexer method) (allennlp.data.token_indexers.openai_transformer_byte_pair_indexer.OpenaiTransformerBytePairIndexer method) (allennlp.data.token_indexers.pos_tag_indexer.PosTagIndexer method) (allennlp.data.token_indexers.pretrained_transformer_indexer.PretrainedTransformerIndexer method) (allennlp.data.token_indexers.single_id_token_indexer.SingleIdTokenIndexer method) (allennlp.data.token_indexers.spacy_indexer.SpacyTokenIndexer method) (allennlp.data.token_indexers.token_characters_indexer.TokenCharactersIndexer method) (allennlp.data.token_indexers.token_indexer.TokenIndexer method) (allennlp.data.token_indexers.wordpiece_indexer.WordpieceIndexer method) tokens_to_instances() (allennlp.predictors.semantic_role_labeler.SemanticRoleLabelerPredictor method) TOOLS_ROOT (allennlp.common.testing.test_case.AllenNlpTestCase attribute) top() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_bottom() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_corner() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_left() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_object() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_right() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_top() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) touch_wall() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) Tqdm (class in allennlp.common.tqdm) tqdm() (allennlp.common.tqdm.Tqdm static method) tqdm_ignores_underscores (allennlp.training.util.HasBeenWarned attribute) TrackMetrics (class in allennlp.training.callbacks.track_metrics) train() (allennlp.training.callback_trainer.CallbackTrainer method) (allennlp.training.no_op_trainer.NoOpTrainer method) (allennlp.training.trainer.Trainer method) (allennlp.training.trainer_base.TrainerBase method) train_dataset() (allennlp.training.trainer_pieces.TrainerPieces property) train_one_batch_group() (allennlp.training.callback_trainer.CallbackTrainer method) train_one_epoch() (allennlp.training.callback_trainer.CallbackTrainer method) Trainer (class in allennlp.training.trainer) TrainerBase (class in allennlp.training.trainer_base) TrainerPieces (class in allennlp.training.trainer_pieces) TRAINING_END (allennlp.training.callbacks.events.Events attribute) training_end() (allennlp.training.callbacks.log_to_tensorboard.LogToTensorboard method) TRAINING_START (allennlp.training.callbacks.events.Events attribute) training_start() (allennlp.training.callbacks.log_to_tensorboard.LogToTensorboard method) TransformerConfig (class in allennlp.modules.openai_transformer) TransformerEncoder (class in allennlp.modules.seq2seq_encoders.bidirectional_language_model_transformer) TransitionFunction (class in allennlp.state_machines.transition_functions.transition_function) triangle() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method) TriviaQaReader (class in allennlp.data.dataset_readers.reading_comprehension.triviaqa) tsv_unescape() (in module allennlp.tools.wikitables_evaluator) tsv_unescape_list() (in module allennlp.tools.wikitables_evaluator) type() (allennlp.semparse.type_declarations.type_declaration.DynamicTypeApplicationExpression property) TypedConstantExpression (class in allennlp.semparse.type_declarations.type_declaration)

U

UnaryOpType (class in allennlp.semparse.type_declarations.type_declaration) uncombine_initial_dims() (in module allennlp.nn.util) unflatten() (in module allennlp.common.params) uniform_unit_scaling() (in module allennlp.nn.initializers) UnigramRecall (class in allennlp.training.metrics.unigram_recall) UniversalDependenciesDatasetReader (class in allennlp.data.dataset_readers.universal_dependencies) UniversalDependenciesMultiLangDatasetReader (class in allennlp.data.dataset_readers.universal_dependencies_multilang) unwrap_to_tensors() (allennlp.training.metrics.metric.Metric static method) update() (allennlp.state_machines.states.checklist_statelet.ChecklistStatelet method) (allennlp.training.metrics.conll_coref_scores.Scorer method)

update_grammar_numbers_and_strings_with_variables() (in module allennlp.semparse.contexts.text2sql_table_context) update_grammar_to_be_variable_free() (in module allennlp.semparse.contexts.text2sql_table_context) update_grammar_values_with_variables() (in module allennlp.semparse.contexts.text2sql_table_context) update_grammar_with_global_values() (in module allennlp.semparse.contexts.text2sql_table_context) update_grammar_with_table_values() (in module allennlp.semparse.contexts.text2sql_table_context) update_grammar_with_tables() (in module allennlp.semparse.contexts.text2sql_table_context) update_grammar_with_untyped_entities() (in module allennlp.semparse.contexts.text2sql_table_context) UpdateLearningRate (class in allennlp.training.callbacks.update_learning_rate) UpdateMomentum (class in allennlp.training.callbacks.update_momentum) UpdateMovingAverage (class in allennlp.training.callbacks.update_moving_average) url_to_filename() (in module allennlp.common.file_utils)

V

VALIDATE (allennlp.training.callbacks.events.Events attribute) Validate (class in allennlp.training.callbacks.validate) validate() (allennlp.training.callbacks.validate.Validate method) validation_dataset() (allennlp.training.trainer_pieces.TrainerPieces property) validation_iterator() (allennlp.training.trainer_pieces.TrainerPieces property) Value (class in allennlp.tools.wikitables_evaluator)

values() (allennlp.semparse.domain_languages.wikitables_language.Row property) variable_tags() (allennlp.data.dataset_readers.dataset_utils.text2sql_utils.SqlData property) visit() (allennlp.semparse.contexts.sql_context_utils.SqlVisitor method) viterbi_decode() (in module allennlp.nn.util) viterbi_tags() (allennlp.modules.conditional_random_field.ConditionalRandomField method) Vocabulary (class in allennlp.data.vocabulary)

W

weighted_sum() (in module allennlp.nn.util) WhitespaceTokenizer (class in allennlp.data.tokenizers.word_splitter) WikiTablesDatasetReader (class in allennlp.data.dataset_readers.semantic_parsing.wikitables.wikitables) WikiTablesErmSemanticParser (class in allennlp.models.semantic_parsing.wikitables.wikitables_erm_semantic_parser) WikiTablesLanguage (class in allennlp.semparse.domain_languages.wikitables_language) WikiTablesMmlSemanticParser (class in allennlp.models.semantic_parsing.wikitables.wikitables_mml_semantic_parser) WikiTablesParserPredictor (class in allennlp.predictors.wikitables_parser) WikiTablesSemanticParser (class in allennlp.models.semantic_parsing.wikitables.wikitables_semantic_parser) WinobiasReader (class in allennlp.data.dataset_readers.coreference_resolution.winobias) with_fallback() (in module allennlp.common.params) WordFilter (class in allennlp.data.tokenizers.word_filter)

WordpieceIndexer (class in allennlp.data.token_indexers.wordpiece_indexer) words_from_entity_string() (in module allennlp.semparse.contexts.quarel_utils) WordSplitter (class in allennlp.data.tokenizers.word_splitter) WordStemmer (class in allennlp.data.tokenizers.word_stemmer) WordTokenizer (class in allennlp.data.tokenizers.word_tokenizer) World (class in allennlp.semparse.domain_languages.quarel_language) (class in allennlp.semparse.worlds.world) WorldTaggerExtractor (class in allennlp.semparse.contexts.quarel_utils) write() (allennlp.common.tee_logger.TeeLogger method) write_bio_formatted_tags_to_file() (in module allennlp.models.srl_util) write_conll_formatted_tags_to_file() (in module allennlp.models.srl_util) write_to_conll_eval_file() (in module allennlp.models.semantic_role_labeler)

Y

yellow() (allennlp.semparse.domain_languages.nlvr_language.NlvrLanguage method)

ymd() (allennlp.tools.wikitables_evaluator.DateValue property)

Z

zero() (in module allennlp.nn.initializers)