Index

A

add() (claf.config.registry.Registry method) (claf.tokens.vocabulary.Vocab method) add_embedding_modules() (claf.tokens.token_embedder.base.TokenEmbedder method) add_masked_value() (in module claf.modules.functional) add_ryul() (in module claf.tokens.hangul) add_sentence_boundary_token_ids() (in module claf.tokens.elmo)

AGG_OPS (claf.model.semantic_parsing.mixin.WikiSQL attribute) AggPredictor (class in claf.model.semantic_parsing.sqlnet) apply_no_ans_threshold() (in module claf.metric.squad_v2_official) arg_str2bool() (in module claf.config.args) arguments_required (class in claf.decorator) (class in claf.decorator.arguments)

B

base_config() (in module claf.config.args) basic_embedding_fn() (in module claf.tokens) BasicTokenEmbedder (class in claf.tokens.token_embedder) (class in claf.tokens.token_embedder.basic_embedder) beginning_of_sentence_character (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) beginning_of_sentence_characters (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) beginning_of_word_character (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) bert_input_maxlen() (claf.data.dataset.SQuADBertDataset property) BERT_TYPE (claf.tokens.token_maker.TokenMaker attribute) BertEmbedding (class in claf.tokens.embedding) (class in claf.tokens.embedding.bert_embedding) BertForQA (class in claf.model.reading_comprehension) BertForSeqCls (class in claf.model.sequence_classification) BertForTokCls (class in claf.model.token_classification) BertIndexer (class in claf.tokens.indexer) (class in claf.tokens.indexer.bert_indexer)

BertTokenMaker (class in claf.tokens) BiAttention (class in claf.modules.attention) (class in claf.modules.attention.bi_attention) BiDAF (class in claf.model.reading_comprehension) (class in claf.model.reading_comprehension.bidaf) BiDAF_No_Answer (class in claf.model.reading_comprehension) (class in claf.model.reading_comprehension.bidaf_no_answer) BilinearSeqAttn (class in claf.modules.attention) (class in claf.modules.attention.seq_attention) bind_nsml() (in module claf.learn.utils) block_orthogonal() (in module claf.modules.encoder.lstm_cell_with_projection) BOS_TOKEN (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) BPETokenizer (class in claf.tokens.tokenizer) build() (claf.tokens.vocabulary.Vocab method) build_vocabs() (claf.tokens.text_handler.TextHandler method) build_with_pretrained_file() (claf.tokens.vocabulary.Vocab method)

C

cache_token_counter() (claf.data.data_handler.DataHandler method) CachePath (class in claf.data.data_handler) CHAR_TYPE (claf.tokens.token_maker.TokenMaker attribute) CharEmbedding (class in claf.tokens.embedding) (class in claf.tokens.embedding.char_embedding) CharIndexer (class in claf.tokens.indexer) (class in claf.tokens.indexer.char_indexer) CharTokenizer (class in claf.tokens.tokenizer) (class in claf.tokens.tokenizer.char) CharTokenMaker (class in claf.tokens) claf (module) claf.config (module) claf.config.args (module) claf.config.factory (module) claf.config.factory.base (module) claf.config.factory.data_loader (module) claf.config.factory.data_reader (module) claf.config.factory.model (module) claf.config.factory.optimizer (module) claf.config.factory.tokens (module) claf.config.namespace (module) claf.config.pattern (module) claf.config.registry (module) claf.config.utils (module) claf.data (module) claf.data.collate (module) claf.data.data_handler (module) claf.data.dataset (module) claf.data.dataset.base (module) claf.data.dataset.seq_cls (module) claf.data.dataset.squad (module) claf.data.dataset.wikisql (module) claf.data.reader (module) claf.data.reader.base (module) claf.data.reader.bert (module) claf.data.reader.bert.conll2003 (module) claf.data.reader.bert.seq_cls (module) claf.data.reader.bert.squad (module) claf.data.reader.bert.tok_cls (module) claf.data.reader.cola (module) claf.data.reader.seq_cls (module) claf.data.reader.squad (module) claf.data.reader.wikisql (module) claf.data.utils (module) claf.decorator (module) claf.decorator.arguments (module) claf.decorator.register (module) claf.learn (module) claf.learn.experiment (module) claf.learn.mode (module) claf.learn.tensorboard (module) claf.learn.trainer (module) claf.learn.utils (module) claf.machine (module) claf.machine.base (module) claf.machine.components (module) claf.machine.components.retrieval (module) claf.machine.components.retrieval.tfidf (module) claf.machine.module (module) claf.machine.nlu (module) claf.machine.open_qa (module) claf.metric (module) claf.metric.classification (module) claf.metric.squad_v1_official (module) claf.metric.squad_v2_official (module) claf.metric.wikisql_official (module) claf.model (module) claf.model.base (module) claf.model.cls_utils (module) claf.model.reading_comprehension (module) claf.model.reading_comprehension.bidaf (module) claf.model.reading_comprehension.bidaf_no_answer (module) claf.model.reading_comprehension.docqa (module) claf.model.reading_comprehension.docqa_no_answer (module) claf.model.reading_comprehension.drqa (module) claf.model.reading_comprehension.mixin (module) claf.model.reading_comprehension.qanet (module) claf.model.semantic_parsing (module) claf.model.semantic_parsing.mixin (module) claf.model.semantic_parsing.sqlnet (module) claf.model.semantic_parsing.utils (module) claf.model.sequence_classification (module) claf.model.sequence_classification.mixin (module) claf.model.sequence_classification.structured_self_attention (module) claf.model.token_classification (module) claf.model.token_classification.mixin (module) claf.modules (module) claf.modules.activation (module) claf.modules.attention (module) claf.modules.attention.bi_attention (module) claf.modules.attention.co_attention (module) claf.modules.attention.docqa_attention (module) claf.modules.attention.multi_head_attention (module) claf.modules.attention.seq_attention (module) claf.modules.conv (module) claf.modules.conv.depthwise_separable_conv (module) claf.modules.conv.pointwise_conv (module) claf.modules.encoder (module) claf.modules.encoder.lstm_cell_with_projection (module) claf.modules.encoder.positional (module) claf.modules.functional (module) claf.modules.initializer (module) claf.modules.layer (module) claf.modules.layer.highway (module) claf.modules.layer.normalization (module) claf.modules.layer.positionwise (module) claf.modules.layer.residual (module) claf.modules.layer.scalar_mix (module) claf.tokens (module) claf.tokens.cove (module) claf.tokens.elmo (module)

claf.tokens.embedding (module) claf.tokens.embedding.base (module) claf.tokens.embedding.bert_embedding (module) claf.tokens.embedding.char_embedding (module) claf.tokens.embedding.cove_embedding (module) claf.tokens.embedding.elmo_embedding (module) claf.tokens.embedding.frequent_word_embedding (module) claf.tokens.embedding.sparse_feature (module) claf.tokens.embedding.word_embedding (module) claf.tokens.hangul (module) claf.tokens.indexer (module) claf.tokens.indexer.base (module) claf.tokens.indexer.bert_indexer (module) claf.tokens.indexer.char_indexer (module) claf.tokens.indexer.elmo_indexer (module) claf.tokens.indexer.exact_match_indexer (module) claf.tokens.indexer.linguistic_indexer (module) claf.tokens.indexer.word_indexer (module) claf.tokens.linguistic (module) claf.tokens.text_handler (module) claf.tokens.token_embedder (module) claf.tokens.token_embedder.base (module) claf.tokens.token_embedder.basic_embedder (module) claf.tokens.token_embedder.reading_comprehension_embedder (module) claf.tokens.token_maker (module) claf.tokens.tokenizer (module) claf.tokens.tokenizer.base (module) claf.tokens.tokenizer.char (module) claf.tokens.tokenizer.pass_text (module) claf.tokens.tokenizer.sent (module) claf.tokens.tokenizer.subword (module) claf.tokens.tokenizer.utils (module) claf.tokens.tokenizer.word (module) claf.tokens.vocabulary (module) claf.utils (module) CLASS_DATA (claf.data.reader.bert.seq_cls.SeqClsBertReader attribute) (claf.data.reader.cola.CoLAReader attribute) (claf.data.reader.CoLABertReader attribute) (claf.data.reader.CoLAReader attribute) (claf.data.reader.MNLIBertReader attribute) (claf.data.reader.MRPCBertReader attribute) (claf.data.reader.MultiTaskBertReader attribute) (claf.data.reader.QNLIBertReader attribute) (claf.data.reader.QQPBertReader attribute) (claf.data.reader.RTEBertReader attribute) (claf.data.reader.seq_cls.SeqClsReader attribute) (claf.data.reader.SeqClsBertReader attribute) (claf.data.reader.SeqClsReader attribute) (claf.data.reader.SSTBertReader attribute) (claf.data.reader.WNLIBertReader attribute) classes (claf.tokens.linguistic.NER attribute) (claf.tokens.linguistic.POSTag attribute) CoAttention (class in claf.modules.attention) (class in claf.modules.attention.co_attention) CoLABertReader (class in claf.data.reader) CoLAReader (class in claf.data.reader) (class in claf.data.reader.cola) collate() (claf.data.collate.FeatLabelPadCollator method) (claf.data.collate.PadCollator method) collate_fn() (claf.data.dataset.base.DatasetBase method) (claf.data.dataset.MultiTaskBertDataset method) (claf.data.dataset.RegressionBertDataset method) (claf.data.dataset.seq_cls.SeqClsDataset method) (claf.data.dataset.SeqClsBertDataset method) (claf.data.dataset.SeqClsDataset method) (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.SQuADDataset method) (claf.data.dataset.TokClsBertDataset method) (claf.data.dataset.wikisql.WikiSQLDataset method) (claf.data.dataset.WikiSQLDataset method) common_setting() (claf.learn.experiment.Experiment method) COMPONENT (claf.machine.module.Module attribute) compose() (in module claf.tokens.hangul) compute_exact() (in module claf.metric.squad_v2_official) compute_f1() (in module claf.metric.squad_v2_official) concat_start_and_end_zero_padding() (claf.model.semantic_parsing.sqlnet.CondsValuePointer method) COND_OPS (claf.model.semantic_parsing.mixin.WikiSQL attribute) CondsColPredictor (class in claf.model.semantic_parsing.sqlnet) CondsNumPredictor (class in claf.model.semantic_parsing.sqlnet) CondsOpPredictor (class in claf.model.semantic_parsing.sqlnet) CondsPredictor (class in claf.model.semantic_parsing.sqlnet) CondsValuePointer (class in claf.model.semantic_parsing.sqlnet) config() (claf.model.base.ModelBase property) (in module claf.config.args) CoNLL2003BertReader (class in claf.data.reader) (class in claf.data.reader.bert.conll2003) context_maxlen() (claf.data.dataset.squad.SQuADDataset property) (claf.data.dataset.SQuADDataset property) convert_cache_path() (claf.data.data_handler.DataHandler method) convert_config2dict() (in module claf.config.utils) convert_position_to_decoder_input() (in module claf.model.semantic_parsing.utils) convert_to_dataset() (claf.data.reader.base.DataReader method) count_lines() (in module claf.metric.wikisql_official) COVE_TYPE (claf.tokens.token_maker.TokenMaker attribute) CoveEmbedding (class in claf.tokens.embedding) (class in claf.tokens.embedding.cove_embedding) CoveTokenMaker (class in claf.tokens) create() (claf.config.factory.base.Factory method) (claf.config.factory.data_loader.DataLoaderFactory method) (claf.config.factory.data_reader.DataReaderFactory method) (claf.config.factory.DataLoaderFactory method) (claf.config.factory.DataReaderFactory method) (claf.config.factory.model.ModelFactory method) (claf.config.factory.ModelFactory method) (claf.config.factory.optimizer.OptimizerFactory method) (claf.config.factory.OptimizerFactory method) (claf.config.factory.TokenMakersFactory method) (claf.config.factory.tokens.TokenMakersFactory method) create_token_embedder() (claf.config.factory.model.ModelFactory method) (claf.config.factory.ModelFactory method) create_tokenizer_with_regex() (in module claf.tokens.tokenizer.utils)

D

data() (in module claf.config.args) DataHandler (class in claf.data.data_handler) DataLoaderFactory (class in claf.config.factory) (class in claf.config.factory.data_loader) DataReader (class in claf.data.reader.base) DataReaderFactory (class in claf.config.factory) (class in claf.config.factory.data_reader) DATASET (claf.data.data_handler.CachePath attribute) dataset() (claf.model.base.ModelBase property) DatasetBase (class in claf.data.dataset.base) decode_pointer() (claf.model.semantic_parsing.mixin.WikiSQL method) decode_then_output() (claf.model.semantic_parsing.sqlnet.CondsValuePointer method) decompose() (in module claf.tokens.hangul) DEFAULT_OOV_INDEX (claf.tokens.vocabulary.Vocab attribute) DEFAULT_OOV_TOKEN (claf.tokens.vocabulary.Vocab attribute)

DEFAULT_PAD_INDEX (claf.tokens.vocabulary.Vocab attribute) DEFAULT_PAD_TOKEN (claf.tokens.vocabulary.Vocab attribute) delete_unselected() (claf.config.namespace.NestedNamespace method) DepSepConv (class in claf.modules.conv) (class in claf.modules.conv.depthwise_separable_conv) DocQA (class in claf.model.reading_comprehension) (class in claf.model.reading_comprehension.docqa) DocQA_No_Answer (class in claf.model.reading_comprehension) (class in claf.model.reading_comprehension.docqa_no_answer) DocQAAttention (class in claf.modules.attention) (class in claf.modules.attention.docqa_attention) DrQA (class in claf.model.reading_comprehension) (class in claf.model.reading_comprehension.drqa) dump() (claf.data.data_handler.DataHandler method) (claf.tokens.vocabulary.Vocab method)

E

Elmo (class in claf.tokens.elmo) ELMO_TYPE (claf.tokens.token_maker.TokenMaker attribute) ELMoEmbedding (class in claf.tokens.embedding) (class in claf.tokens.embedding.elmo_embedding) ELMoIndexer (class in claf.tokens.indexer) (class in claf.tokens.indexer.elmo_indexer) ElmoLstm (class in claf.tokens.elmo) ElmoTokenMaker (class in claf.tokens) embedding_fn() (claf.tokens.token_maker.TokenMaker property) embedding_summary() (claf.learn.tensorboard.TensorBoard method) encode_column() (in module claf.model.semantic_parsing.utils) EncoderBlock (class in claf.model.reading_comprehension.qanet) end_of_sentence_character (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) end_of_sentence_characters (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) end_of_word_character (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute)

EOS_TOKEN (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) epoch (claf.learn.utils.TrainCounter attribute) EVAL (claf.learn.mode.Mode attribute) evaluate() (claf.learn.trainer.Trainer method) (in module claf.config.args) (in module claf.metric.squad_v1_official) (in module claf.metric.squad_v2_official) (in module claf.metric.wikisql_official) evaluate_inference_latency() (claf.learn.trainer.Trainer method) exact_match_score() (in module claf.metric.squad_v1_official) EXACT_MATCH_TYPE (claf.tokens.token_maker.TokenMaker attribute) ExactMatchIndexer (class in claf.tokens.indexer) (class in claf.tokens.indexer.exact_match_indexer) ExactMatchTokenMaker (class in claf.tokens) EXCLUSIVE_TOKENS (claf.tokens.token_embedder.RCTokenEmbedder attribute) (claf.tokens.token_embedder.reading_comprehension_embedder.RCTokenEmbedder attribute) EXPERIMENT (claf.machine.module.Module attribute) Experiment (class in claf.learn.experiment)

F

f1() (in module claf.metric.classification) f1_score() (in module claf.metric.squad_v1_official) Factory (class in claf.config.factory.base) FeatLabelPadCollator (class in claf.data.collate) FEATURE_TYPE (claf.tokens.token_maker.TokenMaker attribute) FeatureTokenMaker (class in claf.tokens) filter_texts() (claf.data.reader.base.DataReader method) filter_used_column() (in module claf.model.semantic_parsing.utils) find_all_best_thresh() (in module claf.metric.squad_v2_official) find_best_thresh() (in module claf.metric.squad_v2_official) flatten() (in module claf.utils) forward() (claf.model.base.ModelBase method) (claf.model.reading_comprehension.BertForQA method) (claf.model.reading_comprehension.BiDAF method) (claf.model.reading_comprehension.bidaf.BiDAF method) (claf.model.reading_comprehension.BiDAF_No_Answer method) (claf.model.reading_comprehension.bidaf_no_answer.BiDAF_No_Answer method) (claf.model.reading_comprehension.DocQA method) (claf.model.reading_comprehension.docqa.DocQA method) (claf.model.reading_comprehension.docqa.SelfAttention method) (claf.model.reading_comprehension.DocQA_No_Answer method) (claf.model.reading_comprehension.docqa_no_answer.DocQA_No_Answer method) (claf.model.reading_comprehension.docqa_no_answer.NoAnswer method) (claf.model.reading_comprehension.docqa_no_answer.SelfAttention method) (claf.model.reading_comprehension.DrQA method) (claf.model.reading_comprehension.drqa.DrQA method) (claf.model.reading_comprehension.QANet method) (claf.model.reading_comprehension.qanet.EncoderBlock method) (claf.model.reading_comprehension.qanet.QANet method) (claf.model.reading_comprehension.RoBertaForQA method) (claf.model.semantic_parsing.SQLNet method) (claf.model.semantic_parsing.sqlnet.AggPredictor method) (claf.model.semantic_parsing.sqlnet.CondsColPredictor method) (claf.model.semantic_parsing.sqlnet.CondsNumPredictor method) (claf.model.semantic_parsing.sqlnet.CondsOpPredictor method) (claf.model.semantic_parsing.sqlnet.CondsPredictor method) (claf.model.semantic_parsing.sqlnet.CondsValuePointer method) (claf.model.semantic_parsing.sqlnet.SelPredictor method) (claf.model.semantic_parsing.sqlnet.SQLNet method) (claf.model.sequence_classification.BertForSeqCls method) (claf.model.sequence_classification.RobertaForSeqCls method) (claf.model.sequence_classification.structured_self_attention.StructuredSelfAttention method) (claf.model.sequence_classification.StructuredSelfAttention method) (claf.model.token_classification.BertForTokCls method) (claf.modules.attention.bi_attention.BiAttention method) (claf.modules.attention.BiAttention method) (claf.modules.attention.BilinearSeqAttn method) (claf.modules.attention.co_attention.CoAttention method) (claf.modules.attention.CoAttention method) (claf.modules.attention.docqa_attention.DocQAAttention method) (claf.modules.attention.DocQAAttention method) (claf.modules.attention.LinearSeqAttn method) (claf.modules.attention.multi_head_attention.MultiHeadAttention method) (claf.modules.attention.MultiHeadAttention method) (claf.modules.attention.seq_attention.BilinearSeqAttn method) (claf.modules.attention.seq_attention.LinearSeqAttn method) (claf.modules.attention.seq_attention.SeqAttnMatch method) (claf.modules.attention.SeqAttnMatch method) (claf.modules.conv.DepSepConv method) (claf.modules.conv.depthwise_separable_conv.DepSepConv method) (claf.modules.conv.pointwise_conv.PointwiseConv method) (claf.modules.conv.PointwiseConv method) (claf.modules.encoder.lstm_cell_with_projection.LstmCellWithProjection method) (claf.modules.encoder.LstmCellWithProjection method) (claf.modules.encoder.positional.PositionalEncoding method) (claf.modules.encoder.PositionalEncoding method) (claf.modules.layer.Highway method) (claf.modules.layer.highway.Highway method) (claf.modules.layer.normalization.LayerNorm method) (claf.modules.layer.positionwise.PositionwiseFeedForward method) (claf.modules.layer.PositionwiseFeedForward method) (claf.modules.layer.residual.ResidualConnection method) (claf.modules.layer.ResidualConnection method) (claf.modules.layer.scalar_mix.ScalarMix method) (claf.modules.layer.ScalarMix method) (claf.tokens.cove.MTLSTM method) (claf.tokens.elmo.Elmo method) (claf.tokens.elmo.ElmoLstm method) (claf.tokens.embedding.base.TokenEmbedding method) (claf.tokens.embedding.bert_embedding.BertEmbedding method) (claf.tokens.embedding.BertEmbedding method) (claf.tokens.embedding.char_embedding.CharEmbedding method) (claf.tokens.embedding.CharEmbedding method) (claf.tokens.embedding.cove_embedding.CoveEmbedding method) (claf.tokens.embedding.CoveEmbedding method) (claf.tokens.embedding.elmo_embedding.ELMoEmbedding method) (claf.tokens.embedding.ELMoEmbedding method) (claf.tokens.embedding.frequent_word_embedding.FrequentTuningWordEmbedding method) (claf.tokens.embedding.FrequentTuningWordEmbedding method) (claf.tokens.embedding.sparse_feature.OneHotEncoding method) (claf.tokens.embedding.sparse_feature.SparseFeature method) (claf.tokens.embedding.sparse_feature.SparseToEmbedding method) (claf.tokens.embedding.SparseFeature method) (claf.tokens.embedding.word_embedding.WordEmbedding method) (claf.tokens.embedding.WordEmbedding method) (claf.tokens.token_embedder.base.TokenEmbedder method) (claf.tokens.token_embedder.basic_embedder.BasicTokenEmbedder method) (claf.tokens.token_embedder.BasicTokenEmbedder method) (claf.tokens.token_embedder.RCTokenEmbedder method) (claf.tokens.token_embedder.reading_comprehension_embedder.RCTokenEmbedder method)

forward_rnn_with_pack() (in module claf.modules.functional) FREQUENT_WORD_TYPE (claf.tokens.token_maker.TokenMaker attribute) FrequentTuningWordEmbedding (class in claf.tokens.embedding) (class in claf.tokens.embedding.frequent_word_embedding) FrequentWordTokenMaker (class in claf.tokens) from_params() (claf.tokens.elmo.Elmo class method) from_texts() (claf.tokens.vocabulary.Vocab method)

G

general() (in module claf.config.args) generate_queries() (claf.model.semantic_parsing.mixin.WikiSQL method) get() (claf.config.registry.Registry method) get_activation_fn() (in module claf.modules.activation) get_all_tokens() (claf.tokens.vocabulary.Vocab method) get_bert_tokens() (claf.data.dataset.SQuADBertDataset method) get_best_span() (claf.model.reading_comprehension.mixin.ReadingComprehension method) get_class_text_with_idx() (claf.data.dataset.seq_cls.SeqClsDataset method) (claf.data.dataset.SeqClsBertDataset method) (claf.data.dataset.SeqClsDataset method) get_closest() (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) get_coditions_value_position() (claf.data.reader.wikisql.WikiSQLReader method) (claf.data.reader.WikiSQLReader method) get_column_lengths() (in module claf.model.semantic_parsing.utils) get_context() (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.SQuADDataset method) get_display() (claf.learn.utils.TrainCounter method) get_dropout_mask() (in module claf.modules.encoder.lstm_cell_with_projection) get_embed_dim() (claf.tokens.token_embedder.base.TokenEmbedder method) (claf.tokens.token_embedder.basic_embedder.BasicTokenEmbedder method) (claf.tokens.token_embedder.BasicTokenEmbedder method) (claf.tokens.token_embedder.RCTokenEmbedder method) (claf.tokens.token_embedder.reading_comprehension_embedder.RCTokenEmbedder method) get_ground_truth() (claf.data.dataset.base.DatasetBase method) (claf.data.dataset.RegressionBertDataset method) (claf.data.dataset.seq_cls.SeqClsDataset method) (claf.data.dataset.SeqClsBertDataset method) (claf.data.dataset.SeqClsDataset method) (claf.data.dataset.TokClsBertDataset method) (claf.data.dataset.wikisql.WikiSQLDataset method) (claf.data.dataset.WikiSQLDataset method) get_ground_truths() (claf.data.dataset.base.DatasetBase method) (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.SQuADDataset method) get_id() (claf.data.dataset.RegressionBertDataset method) (claf.data.dataset.seq_cls.SeqClsDataset method) (claf.data.dataset.SeqClsBertDataset method) (claf.data.dataset.SeqClsDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.TokClsBertDataset method) (claf.data.dataset.wikisql.WikiSQLDataset method) (claf.data.dataset.WikiSQLDataset method) get_index() (claf.tokens.vocabulary.Vocab method) get_input_arguments() (in module claf.config.args) get_is_head_of_word() (in module claf.data.utils) get_mask_from_tokens() (in module claf.modules.functional) get_output_dim() (claf.tokens.elmo.Elmo method) (claf.tokens.embedding.base.TokenEmbedding method) (claf.tokens.embedding.bert_embedding.BertEmbedding method) (claf.tokens.embedding.BertEmbedding method) (claf.tokens.embedding.char_embedding.CharEmbedding method) (claf.tokens.embedding.CharEmbedding method) (claf.tokens.embedding.cove_embedding.CoveEmbedding method) (claf.tokens.embedding.CoveEmbedding method) (claf.tokens.embedding.elmo_embedding.ELMoEmbedding method) (claf.tokens.embedding.ELMoEmbedding method) (claf.tokens.embedding.frequent_word_embedding.FrequentTuningWordEmbedding method) (claf.tokens.embedding.FrequentTuningWordEmbedding method) (claf.tokens.embedding.sparse_feature.OneHotEncoding method) (claf.tokens.embedding.sparse_feature.SparseFeature method) (claf.tokens.embedding.sparse_feature.SparseToEmbedding method) (claf.tokens.embedding.SparseFeature method) (claf.tokens.embedding.word_embedding.WordEmbedding method) (claf.tokens.embedding.WordEmbedding method)

get_predict() (claf.data.dataset.base.DatasetBase method) (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.SQuADDataset method) get_qid() (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.SQuADDataset method) get_qid_index() (claf.data.dataset.SQuADBertDataset method) get_raw_scores() (in module claf.metric.squad_v2_official) get_sequence_a() (in module claf.data.utils) get_session_name() (in module claf.learn.utils) get_sorted_path() (in module claf.learn.utils) get_sorted_seq_config() (in module claf.modules.functional) get_table_id() (claf.data.dataset.wikisql.WikiSQLDataset method) (claf.data.dataset.WikiSQLDataset method) get_tag_dict() (in module claf.model.cls_utils) get_tag_text_with_idx() (claf.data.dataset.TokClsBertDataset method) get_tag_texts_with_idxs() (claf.data.dataset.TokClsBertDataset method) get_text_span() (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADDataset method) get_text_with_index() (claf.data.dataset.squad.SQuADDataset method) (claf.data.dataset.SQuADBertDataset method) (claf.data.dataset.SQuADDataset method) get_token() (claf.tokens.vocabulary.Vocab method) get_token_dim() (in module claf.data.utils) get_token_type() (in module claf.data.utils) get_tokenized_question() (claf.data.dataset.wikisql.WikiSQLDataset method) (claf.data.dataset.WikiSQLDataset method) get_tokens() (in module claf.metric.squad_v2_official) get_user_input() (in module claf.utils) get_vocab_size() (claf.tokens.embedding.base.TokenEmbedding method) global_step (claf.learn.utils.TrainCounter attribute) graph_summary() (claf.learn.tensorboard.TensorBoard method)

H

has_approximant() (in module claf.tokens.hangul) has_batchim() (in module claf.tokens.hangul) has_jongsung() (in module claf.tokens.hangul)

Highway (class in claf.modules.layer) (class in claf.modules.layer.highway) histogram_na_prob() (in module claf.metric.squad_v2_official) histogram_summary() (claf.learn.tensorboard.TensorBoard method)

I

ili() (in module claf.tokens.hangul) image_summary() (claf.learn.tensorboard.TensorBoard method) index() (claf.tokens.indexer.base.TokenIndexer method) (claf.tokens.indexer.bert_indexer.BertIndexer method) (claf.tokens.indexer.BertIndexer method) (claf.tokens.indexer.char_indexer.CharIndexer method) (claf.tokens.indexer.CharIndexer method) (claf.tokens.indexer.elmo_indexer.ELMoIndexer method) (claf.tokens.indexer.ELMoIndexer method) (claf.tokens.indexer.exact_match_indexer.ExactMatchIndexer method) (claf.tokens.indexer.ExactMatchIndexer method) (claf.tokens.indexer.linguistic_indexer.LinguisticIndexer method) (claf.tokens.indexer.LinguisticIndexer method) (claf.tokens.indexer.word_indexer.WordIndexer method) (claf.tokens.indexer.WordIndexer method) (claf.tokens.text_handler.TextHandler method) INDEX_FNAME (claf.machine.components.retrieval.tfidf.TFIDF attribute) (claf.machine.components.TFIDF attribute) index_token() (claf.tokens.indexer.char_indexer.CharIndexer method) (claf.tokens.indexer.CharIndexer method) (claf.tokens.indexer.elmo_indexer.ELMoIndexer method) (claf.tokens.indexer.ELMoIndexer method) (claf.tokens.indexer.exact_match_indexer.ExactMatchIndexer method) (claf.tokens.indexer.ExactMatchIndexer method)

indexer() (claf.tokens.token_maker.TokenMaker property) INFER_EVAL (claf.learn.mode.Mode attribute) init() (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) (claf.tokens.vocabulary.Vocab method) init_iterators() (claf.data.dataset.MultiTaskBertDataset method) init_model() (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) intent_classification() (claf.machine.NLU method) (claf.machine.nlu.NLU method) is_all_hangul() (in module claf.tokens.hangul) is_all_vocab_use_pretrained() (claf.tokens.text_handler.TextHandler method) is_hangul() (in module claf.tokens.hangul) is_lazy() (in module claf.data.utils) is_ready() (claf.model.base.ModelBase method)

J

josa_eg() (in module claf.tokens.hangul) josa_el() (in module claf.tokens.hangul) josa_en() (in module claf.tokens.hangul)

josa_gwa() (in module claf.tokens.hangul) josa_ida() (in module claf.tokens.hangul) josa_ro() (in module claf.tokens.hangul)

K

KNOWLEDGE_BASE (claf.machine.module.Module attribute)

L

LANGS (claf.config.factory.TokenMakersFactory attribute) (claf.config.factory.tokens.TokenMakersFactory attribute) last_dim_masked_softmax() (in module claf.modules.functional) LayerNorm (class in claf.modules.layer.normalization) lazy_evaluation() (claf.data.dataset.base.DatasetBase method) LinearSeqAttn (class in claf.modules.attention) (class in claf.modules.attention.seq_attention) LINGUISTIC_TYPE (claf.tokens.token_maker.TokenMaker attribute) LinguisticIndexer (class in claf.tokens.indexer) (class in claf.tokens.indexer.linguistic_indexer) LinguisticTokenMaker (class in claf.tokens) load() (claf.data.data_handler.DataHandler method) (claf.machine.base.Machine method) (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) (claf.machine.NLU method) (claf.machine.nlu.NLU method) (claf.machine.open_qa.OpenQA method) (claf.machine.OpenQA method) (claf.tokens.vocabulary.Vocab method)

load_data() (claf.data.reader.wikisql.WikiSQLReader method) (claf.data.reader.WikiSQLReader method) load_from_config() (claf.machine.base.Machine class method) load_from_json() (claf.config.namespace.NestedNamespace method) load_model_checkpoint() (in module claf.learn.utils) load_optimizer_checkpoint() (in module claf.learn.utils) load_setting() (claf.learn.experiment.Experiment method) load_spacy_model_for_tokenizer() (in module claf.tokens.tokenizer.utils) load_vocabs() (in module claf.learn.utils) load_weights() (claf.tokens.elmo.ElmoLstm method) log_dir() (claf.model.base.ModelBase property) logger (in module claf.learn.utils) LstmCellWithProjection (class in claf.modules.encoder) (class in claf.modules.encoder.lstm_cell_with_projection)

M

MACHINE (claf.data.data_handler.CachePath attribute) (claf.learn.mode.Mode attribute) Machine (class in claf.machine.base) machine() (in module claf.config.args) machine_reading() (claf.machine.open_qa.OpenQA method) (claf.machine.OpenQA method) macro_f1() (in module claf.metric.classification) macro_precision() (in module claf.metric.classification) macro_recall() (in module claf.metric.classification) main() (in module claf.metric.squad_v2_official) make_all_tokenizers() (in module claf.config.factory.tokens) make_batch() (in module claf.data.utils) make_bert_input() (in module claf.data.utils) make_bert_token_type() (in module claf.data.utils) make_bert_token_types() (in module claf.data.utils) make_data_loader() (in module claf.config.factory.data_loader) make_data_reader() (claf.data.reader.MultiTaskBertReader method) make_eval_dict() (in module claf.metric.squad_v2_official) make_metrics() (claf.model.base.ModelBase method) (claf.model.reading_comprehension.mixin.SQuADv1 method) (claf.model.reading_comprehension.mixin.SQuADv1ForBert method) (claf.model.reading_comprehension.mixin.SQuADv2 method) (claf.model.semantic_parsing.mixin.WikiSQL method) (claf.model.sequence_classification.mixin.SequenceClassification method) (claf.model.token_classification.mixin.TokenClassification method) make_module() (claf.machine.base.Machine method) make_precision_recall_eval() (in module claf.metric.squad_v2_official) make_predictions() (claf.model.base.ModelBase method) (claf.model.reading_comprehension.mixin.ReadingComprehension method) (claf.model.semantic_parsing.mixin.WikiSQL method) (claf.model.sequence_classification.mixin.SequenceClassification method) (claf.model.token_classification.mixin.TokenClassification method) make_qid_to_has_ans() (in module claf.metric.squad_v2_official) make_split_regex_expression() (claf.tokens.tokenizer.word.WordTokenizer method) (claf.tokens.tokenizer.WordTokenizer method) make_task_by_reader() (claf.data.reader.MultiTaskBertReader method) make_token_counters() (claf.tokens.text_handler.TextHandler method) make_tokenizer() (in module claf.config.factory.tokens)

masked_log_softmax() (in module claf.modules.functional) masked_softmax() (in module claf.modules.functional) masked_zero() (in module claf.modules.functional) MAX_TO_KEEP_CACHE (claf.tokens.tokenizer.base.Tokenizer attribute) max_word_length (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) merge_eval() (in module claf.metric.squad_v2_official) merge_tokens() (claf.model.semantic_parsing.mixin.WikiSQL method) METRIC_KEY (claf.data.reader.bert.seq_cls.SeqClsBertReader attribute) (claf.data.reader.bert.squad.SQuADBertReader attribute) (claf.data.reader.CoLABertReader attribute) (claf.data.reader.MNLIBertReader attribute) (claf.data.reader.MRPCBertReader attribute) (claf.data.reader.QNLIBertReader attribute) (claf.data.reader.QQPBertReader attribute) (claf.data.reader.RegressionBertReader attribute) (claf.data.reader.RTEBertReader attribute) (claf.data.reader.SeqClsBertReader attribute) (claf.data.reader.SQuADBertReader attribute) (claf.data.reader.SSTBertReader attribute) (claf.data.reader.STSBBertReader attribute), [1] (claf.data.reader.WNLIBertReader attribute) metric_max_over_ground_truths() (in module claf.metric.squad_v1_official) metrics() (claf.model.base.ModelBase property) MNLIBertReader (class in claf.data.reader) Mode (class in claf.learn.mode) model() (in module claf.config.args) ModelBase (class in claf.model.base) ModelFactory (class in claf.config.factory) (class in claf.config.factory.model) ModelWithoutTokenEmbedder (class in claf.model.base) ModelWithTokenEmbedder (class in claf.model.base) Module (class in claf.machine.module) MRPCBertReader (class in claf.data.reader) MTLSTM (class in claf.tokens.cove) MultiHeadAttention (class in claf.modules.attention) (class in claf.modules.attention.multi_head_attention) MultiTaskBertDataset (class in claf.data.dataset) MultiTaskBertReader (class in claf.data.reader)

N

NER (class in claf.tokens.linguistic) NestedNamespace (class in claf.config.namespace) NLU (class in claf.machine) (class in claf.machine.nlu) NoAnswer (class in claf.model.reading_comprehension.docqa_no_answer) normalize_answer() (in module claf.metric.squad_v1_official) (in module claf.metric.squad_v2_official)

NotHangulException NotLetterException NotWordException nsml_for_internal() (in module claf.config.args) num_classes() (claf.data.dataset.seq_cls.SeqClsDataset property) (claf.data.dataset.SeqClsBertDataset property) (claf.data.dataset.SeqClsDataset property) num_tags() (claf.data.dataset.TokClsBertDataset property)

O

OneHotEncoding (class in claf.tokens.embedding.sparse_feature) OpenQA (class in claf.machine) (class in claf.machine.open_qa)

optimize_config() (in module claf.config.args) OptimizerFactory (class in claf.config.factory) (class in claf.config.factory.optimizer) overwrite() (claf.config.namespace.NestedNamespace method)

P

PadCollator (class in claf.data.collate) padding_character (claf.tokens.indexer.elmo_indexer.ELMoIndexer attribute) (claf.tokens.indexer.ELMoIndexer attribute) padding_tokens() (in module claf.data.utils) parse() (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) parse_args() (in module claf.metric.squad_v2_official) PassText (class in claf.tokens.tokenizer) (class in claf.tokens.tokenizer.pass_text) penalty() (claf.model.sequence_classification.structured_self_attention.StructuredSelfAttention method) (claf.model.sequence_classification.StructuredSelfAttention method) plot_pr_curve() (in module claf.metric.squad_v2_official) PointwiseConv (class in claf.modules.conv) (class in claf.modules.conv.pointwise_conv) PositionalEncoding (class in claf.modules.encoder) (class in claf.modules.encoder.positional) PositionwiseFeedForward (class in claf.modules.layer) (class in claf.modules.layer.positionwise) POSTag (class in claf.tokens.linguistic) precision() (in module claf.metric.classification) PREDICT (claf.learn.mode.Mode attribute)

predict() (claf.learn.experiment.Experiment method) (claf.learn.trainer.Trainer method) (claf.model.base.ModelBase method) (claf.model.reading_comprehension.mixin.ReadingComprehension method) (claf.model.reading_comprehension.mixin.SQuADv1ForBert method) (claf.model.semantic_parsing.mixin.WikiSQL method) (claf.model.sequence_classification.mixin.SequenceClassification method) (claf.model.token_classification.mixin.TokenClassification method) (in module claf.config.args) PRETRAINED_ALL (claf.tokens.vocabulary.Vocab attribute) PRETRAINED_INTERSECT (claf.tokens.vocabulary.Vocab attribute) PRETRAINED_VECTOR (claf.data.data_handler.CachePath attribute) pretty_json_dumps() (in module claf.config.utils) print_examples() (claf.model.base.ModelBase method) (claf.model.reading_comprehension.mixin.ReadingComprehension method) (claf.model.semantic_parsing.mixin.WikiSQL method) (claf.model.sequence_classification.BertForSeqCls method) (claf.model.sequence_classification.mixin.SequenceClassification method) (claf.model.sequence_classification.RobertaForSeqCls method) (claf.model.token_classification.BertForTokCls method) (claf.model.token_classification.mixin.TokenClassification method)

Q

QANet (class in claf.model.reading_comprehension) (class in claf.model.reading_comprehension.qanet) QNLIBertReader (class in claf.data.reader) QQPBertReader (class in claf.data.reader)

question_maxlen() (claf.data.dataset.squad.SQuADDataset property) (claf.data.dataset.SQuADDataset property) (claf.data.dataset.wikisql.WikiSQLDataset property) (claf.data.dataset.WikiSQLDataset property)

R

raw_to_tensor_fn() (claf.tokens.text_handler.TextHandler method) RCTokenEmbedder (class in claf.tokens.token_embedder) (class in claf.tokens.token_embedder.reading_comprehension_embedder) read() (claf.data.data_handler.DataHandler method) (claf.data.reader.base.DataReader method) read_embedding() (claf.data.data_handler.DataHandler method) read_one_example() (claf.data.reader.base.DataReader method) (claf.data.reader.bert.seq_cls.SeqClsBertReader method) (claf.data.reader.bert.squad.SQuADBertReader method) (claf.data.reader.bert.tok_cls.TokClsBertReader method) (claf.data.reader.MultiTaskBertReader method) (claf.data.reader.RegressionBertReader method) (claf.data.reader.seq_cls.SeqClsReader method) (claf.data.reader.SeqClsBertReader method) (claf.data.reader.SeqClsReader method) (claf.data.reader.squad.SQuADReader method) (claf.data.reader.SQuADBertReader method) (claf.data.reader.SQuADReader method) (claf.data.reader.TokClsBertReader method) (claf.data.reader.wikisql.WikiSQLReader method) (claf.data.reader.WikiSQLReader method)

ReadingComprehension (class in claf.model.reading_comprehension.mixin) recall() (in module claf.metric.classification) register (class in claf.decorator) (class in claf.decorator.register) Registry (class in claf.config.registry) RegressionBertDataset (class in claf.data.dataset) RegressionBertReader (class in claf.data.reader) remove_cls_sep_token() (claf.tokens.embedding.bert_embedding.BertEmbedding method) (claf.tokens.embedding.BertEmbedding method) remove_none() (in module claf.config.utils) remove_sentence_boundaries() (in module claf.tokens.elmo) reset_parameters() (claf.modules.encoder.lstm_cell_with_projection.LstmCellWithProjection method) (claf.modules.encoder.LstmCellWithProjection method) ResidualConnection (class in claf.modules.layer) (class in claf.modules.layer.residual) RoBertaForQA (class in claf.model.reading_comprehension) RobertaForSeqCls (class in claf.model.sequence_classification) ROOT (claf.data.data_handler.CachePath attribute) RTEBertReader (class in claf.data.reader) run_precision_recall_analysis() (in module claf.metric.squad_v2_official)

S

sanity_check_iob() (in module claf.data.utils) save() (claf.learn.trainer.Trainer method) (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) save_checkpoint() (in module claf.learn.utils) scalar_summaries() (claf.learn.tensorboard.TensorBoard method) scalar_summary() (claf.learn.tensorboard.TensorBoard method) ScalarMix (class in claf.modules.layer) (class in claf.modules.layer.scalar_mix) search_documents() (claf.machine.open_qa.OpenQA method) (claf.machine.OpenQA method) SelfAttention (class in claf.model.reading_comprehension.docqa) (class in claf.model.reading_comprehension.docqa_no_answer) SelPredictor (class in claf.model.semantic_parsing.sqlnet) send_message_to_slack() (in module claf.learn.utils) SentTokenizer (class in claf.tokens.tokenizer) (class in claf.tokens.tokenizer.sent) SeqAttnMatch (class in claf.modules.attention) (class in claf.modules.attention.seq_attention) SeqClsBertDataset (class in claf.data.dataset) SeqClsBertReader (class in claf.data.reader) (class in claf.data.reader.bert.seq_cls) SeqClsDataset (class in claf.data.dataset) (class in claf.data.dataset.seq_cls) SeqClsReader (class in claf.data.reader) (class in claf.data.reader.seq_cls) sequence_maxlen() (claf.data.dataset.RegressionBertDataset property) (claf.data.dataset.seq_cls.SeqClsDataset property) (claf.data.dataset.SeqClsBertDataset property) (claf.data.dataset.SeqClsDataset property) (claf.data.dataset.TokClsBertDataset property) SequenceClassification (class in claf.model.sequence_classification.mixin) set_batch_size() (in module claf.config.args) set_eval_inference_latency_mode() (claf.learn.experiment.Experiment method) set_eval_mode() (claf.learn.experiment.Experiment method)

set_global_seed() (in module claf.config.utils) set_gpu_env() (in module claf.config.args) set_logging_config() (in module claf.utils) set_model_base_properties() (claf.learn.trainer.Trainer method) set_predict_mode() (claf.learn.experiment.Experiment method) set_train_mode() (claf.learn.experiment.Experiment method) set_trainer() (claf.learn.experiment.Experiment method) set_vocab() (claf.tokens.indexer.base.TokenIndexer method) (claf.tokens.token_maker.TokenMaker method) set_warmup_steps() (claf.config.factory.optimizer.OptimizerFactory method) (claf.config.factory.OptimizerFactory method) Singleton (class in claf.config.pattern) slot_filling() (claf.machine.NLU method) (claf.machine.nlu.NLU method) sort_batch_by_length() (in module claf.modules.encoder.lstm_cell_with_projection) SparseFeature (class in claf.tokens.embedding) (class in claf.tokens.embedding.sparse_feature) SparseToEmbedding (class in claf.tokens.embedding.sparse_feature) SQLNet (class in claf.model.semantic_parsing) (class in claf.model.semantic_parsing.sqlnet) SQuADBertDataset (class in claf.data.dataset) SQuADBertReader (class in claf.data.reader) (class in claf.data.reader.bert.squad) SQuADDataset (class in claf.data.dataset) (class in claf.data.dataset.squad) SQuADReader (class in claf.data.reader) (class in claf.data.reader.squad) SQuADv1 (class in claf.model.reading_comprehension.mixin) SQuADv1ForBert (class in claf.model.reading_comprehension.mixin) SQuADv2 (class in claf.model.reading_comprehension.mixin) SSTBertReader (class in claf.data.reader) StructuredSelfAttention (class in claf.model.sequence_classification) (class in claf.model.sequence_classification.structured_self_attention) STSBBertReader (class in claf.data.reader), [1] SubwordTokenizer (class in claf.tokens.tokenizer) (class in claf.tokens.tokenizer.subword)

T

TensorBoard (class in claf.learn.tensorboard) text_to_tfidf() (claf.machine.components.retrieval.tfidf.TFIDF method) (claf.machine.components.TFIDF method) TextHandler (class in claf.tokens.text_handler) TFIDF (class in claf.machine.components) (class in claf.machine.components.retrieval.tfidf) TFIDF_FNAME (claf.machine.components.retrieval.tfidf.TFIDF attribute) (claf.machine.components.TFIDF attribute) to_text() (claf.tokens.vocabulary.Vocab method) TokClsBertDataset (class in claf.data.dataset) TokClsBertReader (class in claf.data.reader) (class in claf.data.reader.bert.tok_cls) Token (class in claf.data.reader.bert.squad) token() (in module claf.config.args) TOKEN_COUNTER (claf.data.data_handler.CachePath attribute) TokenClassification (class in claf.model.token_classification.mixin) TokenEmbedder (class in claf.tokens.token_embedder.base) TokenEmbedding (class in claf.tokens.embedding.base)

TokenIndexer (class in claf.tokens.indexer.base) tokenize() (claf.tokens.tokenizer.base.Tokenizer method) (claf.tokens.tokenizer.pass_text.PassText method) (claf.tokens.tokenizer.PassText method) Tokenizer (class in claf.tokens.tokenizer.base) tokenizer() (claf.tokens.token_maker.TokenMaker property) TokenMaker (class in claf.tokens.token_maker) TokenMakersFactory (class in claf.config.factory) (class in claf.config.factory.tokens) TRAIN (claf.learn.mode.Mode attribute) train() (claf.learn.trainer.Trainer method) train_and_evaluate() (claf.learn.trainer.Trainer method) train_config() (in module claf.config.args) train_counter() (claf.model.base.ModelBase property) TrainCounter (class in claf.learn.utils) Trainer (class in claf.learn.trainer) trainer() (in module claf.config.args) transpose() (in module claf.data.utils)

V

VOCAB (claf.data.data_handler.CachePath attribute) Vocab (class in claf.tokens.vocabulary) vocab() (claf.tokens.token_maker.TokenMaker property) vocab_config() (claf.tokens.token_maker.TokenMaker property)

VOCAB_FNAME (claf.machine.components.retrieval.tfidf.TFIDF attribute) (claf.machine.components.TFIDF attribute) VocabDict (class in claf.tokens.vocabulary) vocabs() (claf.model.base.ModelBase property)

W

weight() (in module claf.modules.initializer) weighted_sum() (in module claf.modules.functional) WikiSQL (class in claf.model.semantic_parsing.mixin) WikiSQLDataset (class in claf.data.dataset) (class in claf.data.dataset.wikisql) WikiSQLReader (class in claf.data.reader) (class in claf.data.reader.wikisql) WNLIBertReader (class in claf.data.reader) WORD_TYPE (claf.tokens.token_maker.TokenMaker attribute) WordEmbedding (class in claf.tokens.embedding) (class in claf.tokens.embedding.word_embedding)

WordIndexer (class in claf.tokens.indexer) (class in claf.tokens.indexer.word_indexer) WordTokenizer (class in claf.tokens.tokenizer) (class in claf.tokens.tokenizer.word) WordTokenMaker (class in claf.tokens) write_confusion_matrix_to_csv() (in module claf.model.cls_utils) write_predictions() (claf.model.base.ModelBase method) (claf.model.reading_comprehension.mixin.ReadingComprehension method) (claf.model.sequence_classification.mixin.SequenceClassification method) (claf.model.token_classification.mixin.TokenClassification method)