Index

_

__call__() (deeppavlov.core.common.chainer.Chainer method) (deeppavlov.models.api_requester.api_requester.ApiRequester method) (deeppavlov.models.api_requester.api_router.ApiRouter method) (deeppavlov.models.classifiers.cos_sim_classifier.CosineSimilarityClassifier method) (deeppavlov.models.classifiers.proba2labels.Proba2Labels method) (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel method) (deeppavlov.models.doc_retrieval.logit_ranker.LogitRanker method) (deeppavlov.models.doc_retrieval.pop_ranker.PopRanker method) (deeppavlov.models.doc_retrieval.tfidf_ranker.TfidfRanker method) (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder method) (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder method) (deeppavlov.models.embedders.transformers_embedder.TransformersBertEmbedder method) (deeppavlov.models.entity_extraction.entity_detection_parser.EntityDetectionParser method) (deeppavlov.models.entity_extraction.entity_linking.EntityLinker method) (deeppavlov.models.entity_extraction.ner_chunker.NerChunker method) (deeppavlov.models.kbqa.query_generator.QueryGenerator method) (deeppavlov.models.kbqa.query_generator_base.QueryGeneratorBase method) (deeppavlov.models.kbqa.rel_ranking_infer.RelRankerInfer method) (deeppavlov.models.kbqa.template_matcher.TemplateMatcher method) (deeppavlov.models.kbqa.tree_to_sparql.RuAdjToNoun method) (deeppavlov.models.kbqa.tree_to_sparql.TreeToSparql method) (deeppavlov.models.kbqa.type_define.AnswerTypesExtractor method) (deeppavlov.models.kbqa.wiki_parser.WikiParser method) (deeppavlov.models.preprocessors.dirty_comments_preprocessor.DirtyCommentsPreprocessor method) (deeppavlov.models.preprocessors.odqa_preprocessors.DocumentChunker method) (deeppavlov.models.preprocessors.odqa_preprocessors.StringMultiplier method) (deeppavlov.models.preprocessors.str_token_reverser.StrTokenReverser method) (deeppavlov.models.preprocessors.str_utf8_encoder.StrUTF8Encoder method) (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchBertRankerPreprocessor method) (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersNerPreprocessor method) (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersPreprocessor method) (deeppavlov.models.relation_extraction.relation_extraction_bert.REBertModel method) (deeppavlov.models.sklearn.sklearn_component.SklearnComponent method) (deeppavlov.models.spelling_correction.brillmoore.ErrorModel method) (deeppavlov.models.spelling_correction.electors.kenlm_elector.KenlmElector method) (deeppavlov.models.spelling_correction.electors.top1_elector.TopOneElector method) (deeppavlov.models.spelling_correction.levenshtein.LevenshteinSearcherComponent method) (deeppavlov.models.tokenizers.nltk_moses_tokenizer.NLTKMosesTokenizer method) (deeppavlov.models.tokenizers.nltk_tokenizer.NLTKTokenizer method) (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer method) (deeppavlov.models.torch_bert.torch_bert_ranker.TorchBertRankerModel method) (deeppavlov.models.torch_bert.torch_transformers_classifier.TorchTransformersClassifierModel method) (deeppavlov.models.torch_bert.torch_transformers_sequence_tagger.TorchTransformersSequenceTagger method) (deeppavlov.models.torch_bert.torch_transformers_squad.TorchTransformersSquad method) (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method) (deeppavlov.vocabs.wiki_sqlite.WikiSQLiteVocab method)

__init__() (deeppavlov.core.common.base.Element method) (deeppavlov.core.common.base.Model method) (deeppavlov.models.entity_extraction.entity_detection_parser.EntityDetectionParser method) (deeppavlov.models.entity_extraction.entity_linking.EntityLinker method) (deeppavlov.models.entity_extraction.ner_chunker.NerChunker method) (deeppavlov.models.kbqa.query_generator.QueryGenerator method) (deeppavlov.models.kbqa.query_generator_base.QueryGeneratorBase method) (deeppavlov.models.kbqa.rel_ranking_infer.RelRankerInfer method) (deeppavlov.models.kbqa.template_matcher.TemplateMatcher method) (deeppavlov.models.kbqa.tree_to_sparql.RuAdjToNoun method) (deeppavlov.models.kbqa.tree_to_sparql.TreeToSparql method) (deeppavlov.models.kbqa.type_define.AnswerTypesExtractor method) (deeppavlov.models.kbqa.wiki_parser.WikiParser method) (deeppavlov.models.relation_extraction.relation_extraction_bert.REBertModel method) __iter__() (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder method)

A

active (deeppavlov.models.doc_retrieval.pop_ranker.PopRanker attribute) (deeppavlov.models.doc_retrieval.tfidf_ranker.TfidfRanker attribute) alphabet (deeppavlov.vocabs.typos.RussianWordsVocab attribute) (deeppavlov.vocabs.typos.StaticDictionary attribute) (deeppavlov.vocabs.typos.Wiki100KDictionary attribute)

alphas_only (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute) AnswerTypesExtractor (class in deeppavlov.models.kbqa.type_define) api_requesters (deeppavlov.models.api_requester.api_router.ApiRouter attribute) ApiRequester (class in deeppavlov.models.api_requester.api_requester) ApiRouter (class in deeppavlov.models.api_requester.api_router)

B

BasicClassificationDatasetIterator (class in deeppavlov.dataset_iterators.basic_classification_iterator) BasicClassificationDatasetReader (class in deeppavlov.dataset_readers.basic_classification_reader) batch_size (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) (deeppavlov.models.doc_retrieval.logit_ranker.LogitRanker attribute) (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute)

batched_call() (deeppavlov.core.common.chainer.Chainer method) beam_size (deeppavlov.models.spelling_correction.electors.kenlm_elector.KenlmElector attribute) build() (deeppavlov.dataset_readers.typos_reader.TyposCustom static method) (deeppavlov.dataset_readers.typos_reader.TyposKartaslov static method) (deeppavlov.dataset_readers.typos_reader.TyposWikipedia static method) build_model() (in module deeppavlov.core.commands.infer)

C

candidates_count (deeppavlov.models.spelling_correction.brillmoore.ErrorModel attribute) Chainer (class in deeppavlov.core.common.chainer) clf (deeppavlov.models.doc_retrieval.pop_ranker.PopRanker attribute) cls_from_str() (in module deeppavlov.core.common.registry) cnn_model() (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel method) cols (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute) Component (class in deeppavlov.core.models.component) compose_input_data() (deeppavlov.models.sklearn.sklearn_component.SklearnComponent static method)

confidence_threshold (deeppavlov.models.classifiers.proba2labels.Proba2Labels attribute) Conll2003DatasetReader (class in deeppavlov.dataset_readers.conll2003_reader) connect (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) CosineSimilarityClassifier (class in deeppavlov.models.classifiers.cos_sim_classifier) costs (deeppavlov.models.spelling_correction.brillmoore.ErrorModel attribute) counter_vocab (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) counter_vocab_path (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) criterion (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel attribute)

D

data (deeppavlov.core.data.data_fitting_iterator.DataFittingIterator attribute) (deeppavlov.dataset_iterators.basic_classification_iterator.BasicClassificationDatasetIterator attribute) (deeppavlov.dataset_iterators.multitask_iterator.MultiTaskIterator attribute) (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute) DataFittingIterator (class in deeppavlov.core.data.data_fitting_iterator) DataLearningIterator (class in deeppavlov.core.data.data_learning_iterator) DatasetReader (class in deeppavlov.core.data.dataset_reader) db_name (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) debatchify (deeppavlov.models.api_requester.api_requester.ApiRequester attribute) deeppavlov.core module deeppavlov.core.commands.infer module deeppavlov.core.commands.train module deeppavlov.core.common.metrics_registry module deeppavlov.core.common.params module deeppavlov.core.common.registry module deeppavlov.dataset_iterators.multitask_iterator module deeppavlov.dataset_iterators.typos_iterator module deeppavlov.dataset_readers.multitask_reader module deeppavlov.dataset_readers.typos_reader module deeppavlov.dataset_readers.ubuntu_v2_reader module deeppavlov.metrics module

deeppavlov.models module deeppavlov.models.api_requester module deeppavlov.models.classifiers module deeppavlov.models.doc_retrieval module deeppavlov.models.kbqa module deeppavlov.models.sklearn module deeppavlov.models.torch_bert module deeppavlov.vocabs module deeppavlov.vocabs.typos module detokenizer (deeppavlov.models.tokenizers.nltk_moses_tokenizer.NLTKMosesTokenizer attribute) dict_name (deeppavlov.vocabs.typos.RussianWordsVocab attribute) (deeppavlov.vocabs.typos.StaticDictionary attribute) (deeppavlov.vocabs.typos.Wiki100KDictionary attribute) dictionary (deeppavlov.models.spelling_correction.brillmoore.ErrorModel attribute) dim (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder attribute) (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) DirtyCommentsPreprocessor (class in deeppavlov.models.preprocessors.dirty_comments_preprocessor) doc2index (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) doc_ids (deeppavlov.core.data.data_fitting_iterator.DataFittingIterator attribute) (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) doc_index (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute) DocumentChunker (class in deeppavlov.models.preprocessors.odqa_preprocessors)

E

Element (class in deeppavlov.core.common.base) embedder (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) ensure_list_output (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) EntityDetectionParser (class in deeppavlov.models.entity_extraction.entity_detection_parser) EntityLinker (class in deeppavlov.models.entity_extraction.entity_linking) epochs_done (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel attribute)

error_probability (deeppavlov.models.spelling_correction.levenshtein.LevenshteinSearcherComponent attribute) ErrorModel (class in deeppavlov.models.spelling_correction.brillmoore) escape (deeppavlov.models.tokenizers.nltk_moses_tokenizer.NLTKMosesTokenizer attribute) Estimator (class in deeppavlov.core.models.estimator) evaluate() (deeppavlov.core.trainers.FitTrainer method) (deeppavlov.core.trainers.NNTrainer method)

F

FaqDatasetReader (class in deeppavlov.dataset_readers.faq_reader) FasttextEmbedder (class in deeppavlov.models.embedders.fasttext_embedder) fit() (deeppavlov.models.classifiers.cos_sim_classifier.CosineSimilarityClassifier method) (deeppavlov.models.sklearn.sklearn_component.SklearnComponent method) (deeppavlov.models.spelling_correction.brillmoore.ErrorModel method) (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method)

fit_chainer() (deeppavlov.core.trainers.FitTrainer method) (deeppavlov.core.trainers.NNTrainer method) FitTrainer (class in deeppavlov.core.trainers) flatten_result (deeppavlov.models.preprocessors.odqa_preprocessors.DocumentChunker attribute) fn_from_str() (in module deeppavlov.core.common.metrics_registry) forward_map (deeppavlov.core.common.chainer.Chainer attribute) from_params() (in module deeppavlov.core.common.params)

G

gen_batches() (deeppavlov.dataset_iterators.multitask_iterator.MultiTaskIterator method) get_async_response() (deeppavlov.models.api_requester.api_requester.ApiRequester method) get_chainer() (deeppavlov.core.trainers.FitTrainer method) (deeppavlov.core.trainers.NNTrainer method) get_class_attributes() (deeppavlov.models.sklearn.sklearn_component.SklearnComponent static method) get_count_matrix() (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method) get_counts() (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method)

get_function_params() (deeppavlov.models.sklearn.sklearn_component.SklearnComponent static method) get_index2doc() (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method) get_instances() (deeppavlov.dataset_iterators.multitask_iterator.MultiTaskIterator method) get_iterator_from_config() (in module deeppavlov.core.commands.train) get_metric_by_name() (in module deeppavlov.core.common.metrics_registry) get_model() (in module deeppavlov.core.common.registry) get_tfidf_matrix() (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer static method)

H

hash_size (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute)

HashingTfIdfVectorizer (class in deeppavlov.models.vectorizers.hashing_tfidf_vectorizer)

I

idf_base_count (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) in_x (deeppavlov.core.common.chainer.Chainer attribute) in_y (deeppavlov.core.common.chainer.Chainer attribute) index2doc (deeppavlov.models.doc_retrieval.tfidf_ranker.TfidfRanker attribute)

infer_method (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) init_from_scratch() (deeppavlov.models.sklearn.sklearn_component.SklearnComponent method) interact_model() (in module deeppavlov.core.commands.infer) iterator (deeppavlov.models.doc_retrieval.tfidf_ranker.TfidfRanker attribute)

J

join_docs (deeppavlov.vocabs.wiki_sqlite.WikiSQLiteVocab attribute)

K

keep_sentences (deeppavlov.models.preprocessors.odqa_preprocessors.DocumentChunker attribute)

KenlmElector (class in deeppavlov.models.spelling_correction.electors.kenlm_elector)

L

lemmas (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute) LevenshteinSearcherComponent (class in deeppavlov.models.spelling_correction.levenshtein) LineReader (class in deeppavlov.dataset_readers.line_reader) list_models() (in module deeppavlov.core.common.registry) lm (deeppavlov.models.spelling_correction.electors.kenlm_elector.KenlmElector attribute) load() (deeppavlov.models.classifiers.cos_sim_classifier.CosineSimilarityClassifier method) (deeppavlov.models.sklearn.sklearn_component.SklearnComponent method) (deeppavlov.models.spelling_correction.brillmoore.ErrorModel method) (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method)

load_path (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder attribute) (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) log_base (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) LogitRanker (class in deeppavlov.models.doc_retrieval.logit_ranker) lowercase (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute) LRScheduledModel (class in deeppavlov.core.models.lr_scheduled_model)

M

main (deeppavlov.core.common.chainer.Chainer attribute) Mask (class in deeppavlov.models.preprocessors.mask) max_distance (deeppavlov.models.spelling_correction.levenshtein.LevenshteinSearcherComponent attribute) max_proba (deeppavlov.models.classifiers.proba2labels.Proba2Labels attribute) max_seq_length (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersNerPreprocessor attribute) (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersPreprocessor attribute) max_subword_length (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersNerPreprocessor attribute) mean (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) mean_pop (deeppavlov.models.doc_retrieval.pop_ranker.PopRanker attribute) min_idf_weight (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) Model (class in deeppavlov.core.common.base) model (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel attribute) (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder attribute) (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute) model_class (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) model_params (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) module deeppavlov.core deeppavlov.core.commands.infer deeppavlov.core.commands.train deeppavlov.core.common.metrics_registry deeppavlov.core.common.params deeppavlov.core.common.registry deeppavlov.dataset_iterators.multitask_iterator deeppavlov.dataset_iterators.typos_iterator deeppavlov.dataset_readers.multitask_reader deeppavlov.dataset_readers.typos_reader deeppavlov.dataset_readers.ubuntu_v2_reader deeppavlov.metrics deeppavlov.models deeppavlov.models.api_requester deeppavlov.models.classifiers deeppavlov.models.doc_retrieval deeppavlov.models.kbqa deeppavlov.models.sklearn deeppavlov.models.torch_bert deeppavlov.vocabs deeppavlov.vocabs.typos

MultiTaskIterator (class in deeppavlov.dataset_iterators.multitask_iterator) MultiTaskReader (class in deeppavlov.dataset_readers.multitask_reader)

N

n_classes (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel attribute) n_workers (deeppavlov.models.api_requester.api_router.ApiRouter attribute) NerChunker (class in deeppavlov.models.entity_extraction.ner_chunker) ngram_range (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute)

NLTKMosesTokenizer (class in deeppavlov.models.tokenizers.nltk_moses_tokenizer) NLTKTokenizer (class in deeppavlov.models.tokenizers.nltk_tokenizer) NNModel (class in deeppavlov.core.models.nn_model) NNTrainer (class in deeppavlov.core.trainers)

O

OneHotter (class in deeppavlov.models.preprocessors.one_hotter) opt (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel attribute)

optimizer (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel attribute) out_count (deeppavlov.models.api_requester.api_requester.ApiRequester attribute) out_params (deeppavlov.core.common.chainer.Chainer attribute)

P

pad_zero (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder attribute) (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) paragraphs (deeppavlov.models.preprocessors.odqa_preprocessors.DocumentChunker attribute) param_names (deeppavlov.models.api_requester.api_requester.ApiRequester attribute) ParaphraserReader (class in deeppavlov.dataset_readers.paraphraser_reader) partial_fit() (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method)

pipe (deeppavlov.core.common.chainer.Chainer attribute) pipe_params (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) pop_dict (deeppavlov.models.doc_retrieval.pop_ranker.PopRanker attribute) PopRanker (class in deeppavlov.models.doc_retrieval.pop_ranker) predict_on_stream() (in module deeppavlov.core.commands.infer) Proba2Labels (class in deeppavlov.models.classifiers.proba2labels) process_event() (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel method)

Q

QueryGenerator (class in deeppavlov.models.kbqa.query_generator)

QueryGeneratorBase (class in deeppavlov.models.kbqa.query_generator_base) question_sign_checker() (in module deeppavlov.models.entity_extraction.entity_detection_parser)

R

random (deeppavlov.core.data.data_fitting_iterator.DataFittingIterator attribute) (deeppavlov.core.data.data_learning_iterator.DataLearningIterator attribute) (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) read() (deeppavlov.dataset_readers.basic_classification_reader.BasicClassificationDatasetReader method) (deeppavlov.dataset_readers.faq_reader.FaqDatasetReader method) (deeppavlov.dataset_readers.line_reader.LineReader method) (deeppavlov.dataset_readers.multitask_reader.MultiTaskReader method) (deeppavlov.dataset_readers.squad_dataset_reader.SquadDatasetReader method) (deeppavlov.dataset_readers.typos_reader.TyposCustom class method) (deeppavlov.dataset_readers.typos_reader.TyposKartaslov static method) (deeppavlov.dataset_readers.ubuntu_v2_reader.UbuntuV2Reader method) read_data_by_config() (in module deeppavlov.core.commands.train)

REBertModel (class in deeppavlov.models.relation_extraction.relation_extraction_bert) register() (in module deeppavlov.core.common.registry) register_metric() (in module deeppavlov.core.common.metrics_registry) RelRankerInfer (class in deeppavlov.models.kbqa.rel_ranking_infer) reset() (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method) roc_auc_score() (in module deeppavlov.metrics.roc_auc_score) round_f1() (in module deeppavlov.metrics.fmeasure) round_f1_macro() (in module deeppavlov.metrics.fmeasure) round_f1_weighted() (in module deeppavlov.metrics.fmeasure) rows (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute) RuAdjToNoun (class in deeppavlov.models.kbqa.tree_to_sparql) RussianWordsVocab (class in deeppavlov.vocabs.typos)

S

Sanitizer (class in deeppavlov.models.preprocessors.sanitizer) save() (deeppavlov.models.classifiers.cos_sim_classifier.CosineSimilarityClassifier method) (deeppavlov.models.sklearn.sklearn_component.SklearnComponent method) (deeppavlov.models.spelling_correction.brillmoore.ErrorModel method) (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer method) save_path (deeppavlov.models.sklearn.sklearn_component.SklearnComponent attribute) Serializable (class in deeppavlov.core.models.serializable) sets_accuracy() (in module deeppavlov.metrics.accuracy) short_name() (in module deeppavlov.core.common.registry) shuffle (deeppavlov.core.data.data_fitting_iterator.DataFittingIterator attribute) (deeppavlov.core.data.data_learning_iterator.DataLearningIterator attribute) (deeppavlov.dataset_iterators.sqlite_iterator.SQLiteDataIterator attribute) SiameseIterator (class in deeppavlov.dataset_iterators.siamese_iterator) SimpleVocabulary (class in deeppavlov.core.data.simple_vocab) SingleTaskBatchGenerator (class in deeppavlov.dataset_iterators.multitask_iterator)

sk_log_loss() (in module deeppavlov.metrics.log_loss) SklearnComponent (class in deeppavlov.models.sklearn.sklearn_component) split() (deeppavlov.dataset_iterators.typos_iterator.TyposDatasetIterator method) SplitTokenizer (class in deeppavlov.models.tokenizers.split_tokenizer) SQLiteDataIterator (class in deeppavlov.dataset_iterators.sqlite_iterator) squad_model (deeppavlov.models.doc_retrieval.logit_ranker.LogitRanker attribute) SquadDatasetReader (class in deeppavlov.dataset_readers.squad_dataset_reader) SquadIterator (class in deeppavlov.dataset_iterators.squad_iterator) StaticDictionary (class in deeppavlov.vocabs.typos) stopwords (deeppavlov.models.tokenizers.spacy_tokenizer.StreamSpacyTokenizer attribute) str_lower() (in module deeppavlov.models.preprocessors.str_lower) StreamSpacyTokenizer (class in deeppavlov.models.tokenizers.spacy_tokenizer) StringMultiplier (class in deeppavlov.models.preprocessors.odqa_preprocessors) StrTokenReverser (class in deeppavlov.models.preprocessors.str_token_reverser) StrUTF8Encoder (class in deeppavlov.models.preprocessors.str_utf8_encoder)

T

tags_vocab (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) TemplateMatcher (class in deeppavlov.models.kbqa.template_matcher) term_freqs (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute) test (deeppavlov.dataset_iterators.squad_iterator.SquadIterator attribute) test() (deeppavlov.core.trainers.FitTrainer method) (deeppavlov.core.trainers.NNTrainer method) TfidfRanker (class in deeppavlov.models.doc_retrieval.tfidf_ranker) TfidfWeightedEmbedder (class in deeppavlov.models.embedders.tfidf_weighted_embedder) tok2emb (deeppavlov.models.embedders.fasttext_embedder.FasttextEmbedder attribute) tokenizer (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute) (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersNerPreprocessor attribute) (deeppavlov.models.preprocessors.torch_transformers_preprocessor.TorchTransformersPreprocessor attribute) (deeppavlov.models.tokenizers.nltk_moses_tokenizer.NLTKMosesTokenizer attribute) (deeppavlov.models.tokenizers.nltk_tokenizer.NLTKTokenizer attribute) (deeppavlov.models.vectorizers.hashing_tfidf_vectorizer.HashingTfIdfVectorizer attribute) tokens_limit (deeppavlov.models.preprocessors.odqa_preprocessors.DocumentChunker attribute) top_n (deeppavlov.models.classifiers.proba2labels.Proba2Labels attribute) (deeppavlov.models.doc_retrieval.logit_ranker.LogitRanker attribute) (deeppavlov.models.doc_retrieval.pop_ranker.PopRanker attribute) (deeppavlov.models.doc_retrieval.tfidf_ranker.TfidfRanker attribute) TopOneElector (class in deeppavlov.models.spelling_correction.electors.top1_elector) TorchBertRankerModel (class in deeppavlov.models.torch_bert.torch_bert_ranker) TorchBertRankerPreprocessor (class in deeppavlov.models.preprocessors.torch_transformers_preprocessor) TorchTextClassificationModel (class in deeppavlov.models.classifiers.torch_classification_model)

TorchTransformersClassifierModel (class in deeppavlov.models.torch_bert.torch_transformers_classifier) TorchTransformersNerPreprocessor (class in deeppavlov.models.preprocessors.torch_transformers_preprocessor) TorchTransformersPreprocessor (class in deeppavlov.models.preprocessors.torch_transformers_preprocessor) TorchTransformersSequenceTagger (class in deeppavlov.models.torch_bert.torch_transformers_sequence_tagger) TorchTransformersSquad (class in deeppavlov.models.torch_bert.torch_transformers_squad) train (deeppavlov.dataset_iterators.squad_iterator.SquadIterator attribute) train() (deeppavlov.core.trainers.FitTrainer method) (deeppavlov.core.trainers.NNTrainer method) train_evaluate_model_from_config() (in module deeppavlov.core.commands.train) train_map (deeppavlov.core.common.chainer.Chainer attribute) train_on_batch() (deeppavlov.models.classifiers.torch_classification_model.TorchTextClassificationModel method) (deeppavlov.models.relation_extraction.relation_extraction_bert.REBertModel method) (deeppavlov.models.torch_bert.torch_bert_ranker.TorchBertRankerModel method) (deeppavlov.models.torch_bert.torch_transformers_classifier.TorchTransformersClassifierModel method) (deeppavlov.models.torch_bert.torch_transformers_sequence_tagger.TorchTransformersSequenceTagger method) (deeppavlov.models.torch_bert.torch_transformers_squad.TorchTransformersSquad method) train_on_batches() (deeppavlov.core.trainers.NNTrainer method) train_pipe (deeppavlov.core.common.chainer.Chainer attribute) TransformersBertEmbedder (class in deeppavlov.models.embedders.transformers_embedder) TreeToSparql (class in deeppavlov.models.kbqa.tree_to_sparql) TyposCustom (class in deeppavlov.dataset_readers.typos_reader) TyposDatasetIterator (class in deeppavlov.dataset_iterators.typos_iterator) TyposKartaslov (class in deeppavlov.dataset_readers.typos_reader) TyposWikipedia (class in deeppavlov.dataset_readers.typos_reader)

U

UbuntuV2Reader (class in deeppavlov.dataset_readers.ubuntu_v2_reader)

url (deeppavlov.models.api_requester.api_requester.ApiRequester attribute)

V

valid (deeppavlov.dataset_iterators.squad_iterator.SquadIterator attribute) vectorizer (deeppavlov.models.doc_retrieval.tfidf_ranker.TfidfRanker attribute) (deeppavlov.models.embedders.tfidf_weighted_embedder.TfidfWeightedEmbedder attribute)

vocab_penalty (deeppavlov.models.spelling_correction.levenshtein.LevenshteinSearcherComponent attribute)

W

Wiki100KDictionary (class in deeppavlov.vocabs.typos) WikiParser (class in deeppavlov.models.kbqa.wiki_parser) WikiSQLiteVocab (class in deeppavlov.vocabs.wiki_sqlite) window (deeppavlov.models.spelling_correction.brillmoore.ErrorModel attribute) words_set (deeppavlov.vocabs.typos.RussianWordsVocab attribute) (deeppavlov.vocabs.typos.StaticDictionary attribute) (deeppavlov.vocabs.typos.Wiki100KDictionary attribute)

words_trie (deeppavlov.vocabs.typos.RussianWordsVocab attribute) (deeppavlov.vocabs.typos.StaticDictionary attribute) (deeppavlov.vocabs.typos.Wiki100KDictionary attribute)