Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A addContextChars() (Tokenizer method) addException() (Tokenizer method) addInfixPattern() (Tokenizer method) addRegexClass() (ContextSpellCheckerApproach method) addSplitChars() (Tokenizer method) (TokenizerModel method) addVocabClass() (ContextSpellCheckerApproach method) AlbertEmbeddings (class in sparknlp.annotator.embeddings.albert_embeddings) AlbertForQuestionAnswering (class in sparknlp.annotator.classifier_dl.albert_for_question_answering) AlbertForSequenceClassification (class in sparknlp.annotator.classifier_dl.albert_for_sequence_classification) AlbertForTokenClassification (class in sparknlp.annotator.classifier_dl.albert_for_token_classification) AlbertForZeroShotClassification (class in sparknlp.annotator.classifier_dl.albert_for_zero_shot_classification) annotate() (LightPipeline method) (PretrainedPipeline method) Annotation (class in sparknlp.annotation) AnnotationAudio (class in sparknlp.annotation_audio) AnnotationImage (class in sparknlp.annotation_image) AnnotatorApproach (class in sparknlp.common.annotator_approach) AnnotatorJavaMLReadable (class in sparknlp.internal.annotator_java_ml) AnnotatorJavaMLReader (class in sparknlp.internal.annotator_java_ml) AnnotatorModel (class in sparknlp.common.annotator_model) AnnotatorProperties (class in sparknlp.common.annotator_properties) AnnotatorTransformer (class in sparknlp.internal.annotator_transformer) arrayType() (Annotation static method) asRetriever() (DocumentSimilarityRankerApproach method) AudioAssembler (class in sparknlp.base.audio_assembler) AutoGGUFEmbeddings (class in sparknlp.annotator.embeddings.auto_gguf_embeddings) AutoGGUFModel (class in sparknlp.annotator.seq2seq.auto_gguf_model) B BartForZeroShotClassification (class in sparknlp.annotator.classifier_dl.bart_for_zero_shot_classification) BartTransformer (class in sparknlp.annotator.seq2seq.bart_transformer) BertEmbeddings (class in sparknlp.annotator.embeddings.bert_embeddings) BertForMultipleChoice (class in sparknlp.annotator.classifier_dl.bert_for_multiple_choice) BertForQuestionAnswering (class in sparknlp.annotator.classifier_dl.bert_for_question_answering) BertForSequenceClassification (class in sparknlp.annotator.classifier_dl.bert_for_sequence_classification) BertForTokenClassification (class in sparknlp.annotator.classifier_dl.bert_for_token_classification) BertForZeroShotClassification (class in sparknlp.annotator.classifier_dl.bert_for_zero_shot_classification) BertSentenceEmbeddings (class in sparknlp.annotator.embeddings.bert_sentence_embeddings) BGEEmbeddings (class in sparknlp.annotator.embeddings.bge_embeddings) BigTextMatcher (class in sparknlp.annotator.matcher.big_text_matcher) BigTextMatcherModel (class in sparknlp.annotator.matcher.big_text_matcher) BLIPForQuestionAnswering (class in sparknlp.annotator.cv.blip_for_question_answering) C CamemBertEmbeddings (class in sparknlp.annotator.embeddings.camembert_embeddings) CamemBertForQuestionAnswering (class in sparknlp.annotator.classifier_dl.camembert_for_question_answering) CamemBertForSequenceClassification (class in sparknlp.annotator.classifier_dl.camembert_for_sequence_classification) CamemBertForTokenClassification (class in sparknlp.annotator.classifier_dl.camembert_for_token_classification) CamemBertForZeroShotClassification (class in sparknlp.annotator.classifier_dl.camembert_for_zero_shot_classification) Chunk2Doc (class in sparknlp.annotator.chunk2_doc) ChunkEmbeddings (class in sparknlp.annotator.embeddings.chunk_embeddings) Chunker (class in sparknlp.annotator.chunker) ChunkTokenizer (class in sparknlp.annotator.token.chunk_tokenizer) ChunkTokenizerModel (class in sparknlp.annotator.token.chunk_tokenizer) ClassifierDLApproach (class in sparknlp.annotator.classifier_dl.classifier_dl) ClassifierDLModel (class in sparknlp.annotator.classifier_dl.classifier_dl) ClassifierEncoder (class in sparknlp.annotator.param.classifier_encoder) clearCache() (ResourceDownloader static method) CLIPForZeroShotClassification (class in sparknlp.annotator.cv.clip_for_zero_shot_classification) CometLogger (class in sparknlp.logging.comet) CoNLL (class in sparknlp.training.conll) CoNLLU (class in sparknlp.training.conllu) ContextSpellCheckerApproach (class in sparknlp.annotator.spell_check.context_spell_checker) ContextSpellCheckerModel (class in sparknlp.annotator.spell_check.context_spell_checker) ConvNextForImageClassification (class in sparknlp.annotator.cv.convnext_for_image_classification) copy() (Annotation method) (AnnotationAudio method) (AnnotationImage method) CPMTransformer (class in sparknlp.annotator.seq2seq.cpm_transformer) D dataType() (Annotation static method) Date2Chunk (class in sparknlp.annotator.date2_chunk) DateMatcher (class in sparknlp.annotator.matcher.date_matcher) DateMatcherUtils (class in sparknlp.annotator.matcher.date_matcher) DeBertaEmbeddings (class in sparknlp.annotator.embeddings.deberta_embeddings) DeBertaForQuestionAnswering (class in sparknlp.annotator.classifier_dl.deberta_for_question_answering) DeBertaForSequenceClassification (class in sparknlp.annotator.classifier_dl.deberta_for_sequence_classification) DeBertaForTokenClassification (class in sparknlp.annotator.classifier_dl.deberta_for_token_classification) DeBertaForZeroShotClassification (class in sparknlp.annotator.classifier_dl.deberta_for_zero_shot_classification) DependencyParserApproach (class in sparknlp.annotator.dependency.dependency_parser) DependencyParserModel (class in sparknlp.annotator.dependency.dependency_parser) DistilBertEmbeddings (class in sparknlp.annotator.embeddings.distil_bert_embeddings) DistilBertForQuestionAnswering (class in sparknlp.annotator.classifier_dl.distil_bert_for_question_answering) DistilBertForSequenceClassification (class in sparknlp.annotator.classifier_dl.distil_bert_for_sequence_classification) DistilBertForTokenClassification (class in sparknlp.annotator.classifier_dl.distil_bert_for_token_classification) DistilBertForZeroShotClassification (class in sparknlp.annotator.classifier_dl.distil_bert_for_zero_shot_classification) doc() (SparkNLPReader method) Doc2Chunk (class in sparknlp.base.doc2_chunk) Doc2VecApproach (class in sparknlp.annotator.embeddings.doc2vec) Doc2VecModel (class in sparknlp.annotator.embeddings.doc2vec) DocumentAssembler (class in sparknlp.base.document_assembler) DocumentCharacterTextSplitter (class in sparknlp.annotator.document_character_text_splitter) DocumentNormalizer (class in sparknlp.annotator.document_normalizer) DocumentSimilarityRankerApproach (class in sparknlp.annotator.similarity.document_similarity_ranker) DocumentSimilarityRankerFinisher (class in sparknlp.annotator.similarity.document_similarity_ranker) DocumentSimilarityRankerModel (class in sparknlp.annotator.similarity.document_similarity_ranker) DocumentTokenSplitter (class in sparknlp.annotator.document_token_splitter) DocumentTokenSplitterTestSpec (class in sparknlp.annotator.document_token_splitter_test) downloadModel() (ResourceDownloader static method) downloadModelDirectly() (ResourceDownloader static method) downloadPipeline() (ResourceDownloader static method) E E5Embeddings (class in sparknlp.annotator.embeddings.e5_embeddings) ElmoEmbeddings (class in sparknlp.annotator.embeddings.elmo_embeddings) email() (SparkNLPReader method) EmbeddingsFinisher (class in sparknlp.base.embeddings_finisher) end() (CometLogger method) EntityRulerApproach (class in sparknlp.annotator.er.entity_ruler) EntityRulerModel (class in sparknlp.annotator.er.entity_ruler) EvaluationDLParams (class in sparknlp.annotator.param.evaluation_dl_params) explode_annotations_col() (in module sparknlp.functions) ExtendedJavaWrapper (class in sparknlp.internal.extended_java_wrapper) ExternalResource() (in module sparknlp.common.utils) F filter_by_annotations_col() (in module sparknlp.functions) Finisher (class in sparknlp.base.finisher) fit() (RecursiveEstimator method) fromRow() (Annotation static method) fullAnnotate() (LightPipeline method) (PretrainedPipeline method) fullAnnotateImage() (LightPipeline method) (PretrainedPipeline method) G getAmbiguityThreshold() (WordSegmenterApproach method) getCandidateLabels() (CLIPForZeroShotClassification method) getCaseSensitiveExceptions() (Tokenizer method) getClasses() (AlbertForSequenceClassification method) (AlbertForTokenClassification method) (AlbertForZeroShotClassification method) (BartForZeroShotClassification method) (BertForSequenceClassification method) (BertForTokenClassification method) (BertForZeroShotClassification method) (CamemBertForSequenceClassification method) (CamemBertForTokenClassification method) (CamemBertForZeroShotClassification method) (ConvNextForImageClassification method) (DeBertaForSequenceClassification method) (DeBertaForTokenClassification method) (DeBertaForZeroShotClassification method) (DistilBertForSequenceClassification method) (DistilBertForTokenClassification method) (DistilBertForZeroShotClassification method) (LongformerForSequenceClassification method) (LongformerForTokenClassification method) (MPNetForSequenceClassification method) (MPNetForTokenClassification method) (RoBertaForSequenceClassification method) (RoBertaForTokenClassification method) (RoBertaForZeroShotClassification method) (SwinForImageClassification method) (ViTForImageClassification method) (XlmRoBertaForSequenceClassification method) (XlmRoBertaForTokenClassification method) (XlmRoBertaForZeroShotClassification method) (XlnetForSequenceClassification method) (XlnetForTokenClassification method) (ZeroShotNerModel method) getContextChars() (Tokenizer method) getDimension() (HasEmbeddingsProperties method) getExceptions() (Tokenizer method) getFrequencyThreshold() (WordSegmenterApproach method) getGraphFile() (TFNerDLGraphBuilder method) getGraphFolder() (TFNerDLGraphBuilder method) getHiddenUnitsNumber() (TFNerDLGraphBuilder method) getIgnoreUnsupported() (LightPipeline method) getInfixPatterns() (Tokenizer method) getInputCols() (AnnotatorProperties method) (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (TFNerDLGraphBuilder method) getIsMultilingual() (WhisperForCTC method) getLabelColumn() (NerApproach method) (TFNerDLGraphBuilder method) getLanguage() (WhisperForCTC method) getLazyAnnotator() (AnnotatorProperties method) getMetadata() (AutoGGUFEmbeddings method) (AutoGGUFModel method) getNIterations() (PerceptronApproach method) (WordSegmenterApproach method) getOutputCol() (AnnotatorProperties method) (AudioAssembler method) (DocumentAssembler method) (ImageAssembler method) getOutputCols() (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (MultiDocumentAssembler method) getParamValue() (ParamsGettersSetters method) getPrefixPattern() (Tokenizer method) getSplitChars() (Tokenizer method) getStopWords() (YakeKeywordExtraction method) getSuffixPattern() (Tokenizer method) getVectors() (Doc2VecModel method) (Word2VecModel method) getWordClasses() (ContextSpellCheckerModel method) GPT2Transformer (class in sparknlp.annotator.seq2seq.gpt2_transformer) GraphExtraction (class in sparknlp.annotator.graph_extraction) GraphFinisher (class in sparknlp.base.graph_finisher) H HasEmbeddingsProperties (class in sparknlp.common.properties) HasRecursiveFit (class in sparknlp.base.has_recursive_fit) HasRecursiveTransform (class in sparknlp.base.has_recursive_transform) html() (SparkNLPReader method) HubertForCTC (class in sparknlp.annotator.audio.hubert_for_ctc) I ImageAssembler (class in sparknlp.base.image_assembler) InstructorEmbeddings (class in sparknlp.annotator.embeddings.instructor_embeddings) L LanguageDetectorDL (class in sparknlp.annotator.ld_dl.language_detector_dl) Lemmatizer (class in sparknlp.annotator.lemmatizer) LemmatizerModel (class in sparknlp.annotator.lemmatizer) LightPipeline (class in sparknlp.base.light_pipeline) LLAMA2Transformer (class in sparknlp.annotator.seq2seq.llama2_transformer) LLAMA3Transformer (class in sparknlp.annotator.seq2seq.llama3_transformer) load() (ZeroShotNerModel static method) loadDefaultStopWords() (StopWordsCleaner method) (YakeKeywordExtraction method) loadSavedModel() (AlbertEmbeddings static method) (AlbertForQuestionAnswering static method) (AlbertForSequenceClassification static method) (AlbertForTokenClassification static method) (AlbertForZeroShotClassification static method) (AutoGGUFEmbeddings static method) (AutoGGUFModel static method) (BartForZeroShotClassification static method) (BartTransformer static method) (BertEmbeddings static method) (BertForMultipleChoice static method) (BertForQuestionAnswering static method) (BertForSequenceClassification static method) (BertForTokenClassification static method) (BertForZeroShotClassification static method) (BertSentenceEmbeddings static method) (BGEEmbeddings static method) (BLIPForQuestionAnswering static method) (CamemBertEmbeddings static method) (CamemBertForQuestionAnswering static method) (CamemBertForSequenceClassification static method) (CamemBertForTokenClassification static method) (CamemBertForZeroShotClassification static method) (CLIPForZeroShotClassification static method) (ConvNextForImageClassification static method) (CPMTransformer static method) (DeBertaEmbeddings static method) (DeBertaForQuestionAnswering static method) (DeBertaForSequenceClassification static method) (DeBertaForTokenClassification static method) (DeBertaForZeroShotClassification static method) (DistilBertEmbeddings static method) (DistilBertForQuestionAnswering static method) (DistilBertForSequenceClassification static method) (DistilBertForTokenClassification static method) (DistilBertForZeroShotClassification static method) (E5Embeddings static method) (ElmoEmbeddings static method) (GPT2Transformer static method) (HubertForCTC static method) (InstructorEmbeddings static method) (LLAMA2Transformer static method) (LLAMA3Transformer static method) (LongformerEmbeddings static method) (LongformerForQuestionAnswering static method) (LongformerForSequenceClassification static method) (LongformerForTokenClassification static method) (M2M100Transformer static method) (MarianTransformer static method) (MistralTransformer static method) (MPNetEmbeddings static method) (MPNetForQuestionAnswering static method) (MPNetForSequenceClassification static method) (MPNetForTokenClassification static method) (MxbaiEmbeddings static method) (NLLBTransformer static method) (NomicEmbeddings static method) (Phi2Transformer static method) (Phi3Transformer static method) (QwenTransformer static method) (RoBertaEmbeddings static method) (RoBertaForQuestionAnswering static method) (RoBertaForSequenceClassification static method) (RoBertaForTokenClassification static method) (RoBertaForZeroShotClassification static method) (RoBertaSentenceEmbeddings static method) (SnowFlakeEmbeddings static method) (SpanBertCorefModel static method) (StarCoderTransformer static method) (SwinForImageClassification static method) (T5Transformer static method) (TapasForQuestionAnswering static method) (UAEEmbeddings static method) (UniversalSentenceEncoder static method) (VisionEncoderDecoderForImageCaptioning static method) (ViTForImageClassification static method) (Wav2Vec2ForCTC static method) (WhisperForCTC static method) (XlmRoBertaEmbeddings static method) (XlmRoBertaForQuestionAnswering static method) (XlmRoBertaForSequenceClassification static method) (XlmRoBertaForTokenClassification static method) (XlmRoBertaForZeroShotClassification static method) (XlmRoBertaSentenceEmbeddings static method) (XlnetEmbeddings static method) (XlnetForSequenceClassification static method) (XlnetForTokenClassification static method) loadStorage() (BigTextMatcherModel static method) (WordEmbeddingsModel static method) log_asset() (CometLogger method) log_asset_data() (CometLogger method) log_completed_run() (CometLogger method) log_metrics() (CometLogger method) log_parameters() (CometLogger method) log_pipeline_parameters() (CometLogger method) log_visualization() (CometLogger method) LongformerEmbeddings (class in sparknlp.annotator.embeddings.longformer_embeddings) LongformerForQuestionAnswering (class in sparknlp.annotator.classifier_dl.longformer_for_question_answering) LongformerForSequenceClassification (class in sparknlp.annotator.classifier_dl.longformer_for_sequence_classification) LongformerForTokenClassification (class in sparknlp.annotator.classifier_dl.longformer_for_token_classification) M M2M100Transformer (class in sparknlp.annotator.seq2seq.m2m100_transformer) map_annotations() (in module sparknlp.functions) map_annotations_array() (in module sparknlp.functions) map_annotations_col() (in module sparknlp.functions) map_annotations_cols() (in module sparknlp.functions) map_annotations_strict() (in module sparknlp.functions) MarianTransformer (class in sparknlp.annotator.seq2seq.marian_transformer) MatchStrategy (class in sparknlp.common.match_strategy) MistralTransformer (class in sparknlp.annotator.seq2seq.mistral_transformer) module sparknlp sparknlp.annotation sparknlp.annotation_audio sparknlp.annotation_image sparknlp.annotator sparknlp.annotator.audio sparknlp.annotator.audio.hubert_for_ctc sparknlp.annotator.audio.wav2vec2_for_ctc sparknlp.annotator.audio.whisper_for_ctc sparknlp.annotator.chunk2_doc sparknlp.annotator.chunker sparknlp.annotator.classifier_dl sparknlp.annotator.classifier_dl.albert_for_question_answering sparknlp.annotator.classifier_dl.albert_for_sequence_classification sparknlp.annotator.classifier_dl.albert_for_token_classification sparknlp.annotator.classifier_dl.albert_for_zero_shot_classification sparknlp.annotator.classifier_dl.bart_for_zero_shot_classification sparknlp.annotator.classifier_dl.bert_for_multiple_choice sparknlp.annotator.classifier_dl.bert_for_question_answering sparknlp.annotator.classifier_dl.bert_for_sequence_classification sparknlp.annotator.classifier_dl.bert_for_token_classification sparknlp.annotator.classifier_dl.bert_for_zero_shot_classification sparknlp.annotator.classifier_dl.camembert_for_question_answering sparknlp.annotator.classifier_dl.camembert_for_sequence_classification sparknlp.annotator.classifier_dl.camembert_for_token_classification sparknlp.annotator.classifier_dl.camembert_for_zero_shot_classification sparknlp.annotator.classifier_dl.classifier_dl sparknlp.annotator.classifier_dl.deberta_for_question_answering sparknlp.annotator.classifier_dl.deberta_for_sequence_classification sparknlp.annotator.classifier_dl.deberta_for_token_classification sparknlp.annotator.classifier_dl.deberta_for_zero_shot_classification sparknlp.annotator.classifier_dl.distil_bert_for_question_answering sparknlp.annotator.classifier_dl.distil_bert_for_sequence_classification sparknlp.annotator.classifier_dl.distil_bert_for_token_classification sparknlp.annotator.classifier_dl.distil_bert_for_zero_shot_classification sparknlp.annotator.classifier_dl.longformer_for_question_answering sparknlp.annotator.classifier_dl.longformer_for_sequence_classification sparknlp.annotator.classifier_dl.longformer_for_token_classification sparknlp.annotator.classifier_dl.mpnet_for_question_answering sparknlp.annotator.classifier_dl.mpnet_for_sequence_classification sparknlp.annotator.classifier_dl.mpnet_for_token_classification sparknlp.annotator.classifier_dl.multi_classifier_dl sparknlp.annotator.classifier_dl.roberta_for_question_answering sparknlp.annotator.classifier_dl.roberta_for_sequence_classification sparknlp.annotator.classifier_dl.roberta_for_token_classification sparknlp.annotator.classifier_dl.roberta_for_zero_shot_classification sparknlp.annotator.classifier_dl.sentiment_dl sparknlp.annotator.classifier_dl.tapas_for_question_answering sparknlp.annotator.classifier_dl.xlm_roberta_for_question_answering sparknlp.annotator.classifier_dl.xlm_roberta_for_sequence_classification sparknlp.annotator.classifier_dl.xlm_roberta_for_token_classification sparknlp.annotator.classifier_dl.xlm_roberta_for_zero_shot_classification sparknlp.annotator.classifier_dl.xlnet_for_sequence_classification sparknlp.annotator.classifier_dl.xlnet_for_token_classification sparknlp.annotator.coref sparknlp.annotator.coref.spanbert_coref sparknlp.annotator.cv sparknlp.annotator.cv.blip_for_question_answering sparknlp.annotator.cv.clip_for_zero_shot_classification sparknlp.annotator.cv.convnext_for_image_classification sparknlp.annotator.cv.swin_for_image_classification sparknlp.annotator.cv.vision_encoder_decoder_for_image_captioning sparknlp.annotator.cv.vit_for_image_classification sparknlp.annotator.date2_chunk sparknlp.annotator.dependency sparknlp.annotator.dependency.dependency_parser sparknlp.annotator.dependency.typed_dependency_parser sparknlp.annotator.document_character_text_splitter sparknlp.annotator.document_normalizer sparknlp.annotator.document_token_splitter sparknlp.annotator.document_token_splitter_test sparknlp.annotator.embeddings sparknlp.annotator.embeddings.albert_embeddings sparknlp.annotator.embeddings.auto_gguf_embeddings sparknlp.annotator.embeddings.bert_embeddings sparknlp.annotator.embeddings.bert_sentence_embeddings sparknlp.annotator.embeddings.bge_embeddings sparknlp.annotator.embeddings.camembert_embeddings sparknlp.annotator.embeddings.chunk_embeddings sparknlp.annotator.embeddings.deberta_embeddings sparknlp.annotator.embeddings.distil_bert_embeddings sparknlp.annotator.embeddings.doc2vec sparknlp.annotator.embeddings.e5_embeddings sparknlp.annotator.embeddings.elmo_embeddings sparknlp.annotator.embeddings.instructor_embeddings sparknlp.annotator.embeddings.longformer_embeddings sparknlp.annotator.embeddings.mpnet_embeddings sparknlp.annotator.embeddings.mxbai_embeddings sparknlp.annotator.embeddings.nomic_embeddings sparknlp.annotator.embeddings.roberta_embeddings sparknlp.annotator.embeddings.roberta_sentence_embeddings sparknlp.annotator.embeddings.sentence_embeddings sparknlp.annotator.embeddings.snowflake_embeddings sparknlp.annotator.embeddings.uae_embeddings sparknlp.annotator.embeddings.universal_sentence_encoder sparknlp.annotator.embeddings.word2vec sparknlp.annotator.embeddings.word_embeddings sparknlp.annotator.embeddings.xlm_roberta_embeddings sparknlp.annotator.embeddings.xlm_roberta_sentence_embeddings sparknlp.annotator.embeddings.xlnet_embeddings sparknlp.annotator.er sparknlp.annotator.er.entity_ruler sparknlp.annotator.graph_extraction sparknlp.annotator.keyword_extraction sparknlp.annotator.keyword_extraction.yake_keyword_extraction sparknlp.annotator.ld_dl sparknlp.annotator.ld_dl.language_detector_dl sparknlp.annotator.lemmatizer sparknlp.annotator.matcher sparknlp.annotator.matcher.big_text_matcher sparknlp.annotator.matcher.date_matcher sparknlp.annotator.matcher.multi_date_matcher sparknlp.annotator.matcher.regex_matcher sparknlp.annotator.matcher.text_matcher sparknlp.annotator.n_gram_generator sparknlp.annotator.ner sparknlp.annotator.ner.ner_approach sparknlp.annotator.ner.ner_converter sparknlp.annotator.ner.ner_crf sparknlp.annotator.ner.ner_dl sparknlp.annotator.ner.ner_overwriter sparknlp.annotator.ner.zero_shot_ner_model sparknlp.annotator.normalizer sparknlp.annotator.openai sparknlp.annotator.openai.openai_completion sparknlp.annotator.openai.openai_embeddings sparknlp.annotator.param sparknlp.annotator.param.classifier_encoder sparknlp.annotator.param.evaluation_dl_params sparknlp.annotator.pos sparknlp.annotator.pos.perceptron sparknlp.annotator.sentence sparknlp.annotator.sentence.sentence_detector sparknlp.annotator.sentence.sentence_detector_dl sparknlp.annotator.sentiment sparknlp.annotator.sentiment.sentiment_detector sparknlp.annotator.sentiment.vivekn_sentiment sparknlp.annotator.seq2seq sparknlp.annotator.seq2seq.auto_gguf_model sparknlp.annotator.seq2seq.bart_transformer sparknlp.annotator.seq2seq.cpm_transformer sparknlp.annotator.seq2seq.gpt2_transformer sparknlp.annotator.seq2seq.llama2_transformer sparknlp.annotator.seq2seq.llama3_transformer sparknlp.annotator.seq2seq.m2m100_transformer sparknlp.annotator.seq2seq.marian_transformer sparknlp.annotator.seq2seq.mistral_transformer sparknlp.annotator.seq2seq.nllb_transformer sparknlp.annotator.seq2seq.phi2_transformer sparknlp.annotator.seq2seq.phi3_transformer sparknlp.annotator.seq2seq.qwen_transformer sparknlp.annotator.seq2seq.starcoder_transformer sparknlp.annotator.seq2seq.t5_transformer sparknlp.annotator.similarity sparknlp.annotator.similarity.document_similarity_ranker sparknlp.annotator.spell_check sparknlp.annotator.spell_check.context_spell_checker sparknlp.annotator.spell_check.norvig_sweeting sparknlp.annotator.spell_check.symmetric_delete sparknlp.annotator.stemmer sparknlp.annotator.stop_words_cleaner sparknlp.annotator.tf_ner_dl_graph_builder sparknlp.annotator.token sparknlp.annotator.token.chunk_tokenizer sparknlp.annotator.token.recursive_tokenizer sparknlp.annotator.token.regex_tokenizer sparknlp.annotator.token.tokenizer sparknlp.annotator.token2_chunk sparknlp.annotator.ws sparknlp.annotator.ws.word_segmenter sparknlp.base sparknlp.base.audio_assembler sparknlp.base.doc2_chunk sparknlp.base.document_assembler sparknlp.base.embeddings_finisher sparknlp.base.finisher sparknlp.base.graph_finisher sparknlp.base.has_recursive_fit sparknlp.base.has_recursive_transform sparknlp.base.image_assembler sparknlp.base.light_pipeline sparknlp.base.multi_document_assembler sparknlp.base.prompt_assembler sparknlp.base.recursive_pipeline sparknlp.base.table_assembler sparknlp.base.token_assembler sparknlp.common sparknlp.common.annotator_approach sparknlp.common.annotator_model sparknlp.common.annotator_properties sparknlp.common.annotator_type sparknlp.common.coverage_result sparknlp.common.match_strategy sparknlp.common.properties sparknlp.common.read_as sparknlp.common.recursive_annotator_approach sparknlp.common.storage sparknlp.common.utils sparknlp.functions sparknlp.internal sparknlp.internal.annotator_java_ml sparknlp.internal.annotator_transformer sparknlp.internal.extended_java_wrapper sparknlp.internal.params_getters_setters sparknlp.internal.recursive sparknlp.logging sparknlp.logging.comet sparknlp.pretrained sparknlp.pretrained.pretrained_pipeline sparknlp.pretrained.resource_downloader sparknlp.pretrained.utils sparknlp.reader sparknlp.reader.sparknlp_reader sparknlp.training sparknlp.training.conll sparknlp.training.conllu sparknlp.training.pos sparknlp.training.pub_tator sparknlp.training.spacy_to_annotation sparknlp.training.tfgraphs sparknlp.upload_to_hub sparknlp.util monitor() (CometLogger method) MPNetEmbeddings (class in sparknlp.annotator.embeddings.mpnet_embeddings) MPNetForQuestionAnswering (class in sparknlp.annotator.classifier_dl.mpnet_for_question_answering) MPNetForSequenceClassification (class in sparknlp.annotator.classifier_dl.mpnet_for_sequence_classification) MPNetForTokenClassification (class in sparknlp.annotator.classifier_dl.mpnet_for_token_classification) MultiClassifierDLApproach (class in sparknlp.annotator.classifier_dl.multi_classifier_dl) MultiClassifierDLModel (class in sparknlp.annotator.classifier_dl.multi_classifier_dl) MultiDateMatcher (class in sparknlp.annotator.matcher.multi_date_matcher) MultiDocumentAssembler (class in sparknlp.base.multi_document_assembler) MxbaiEmbeddings (class in sparknlp.annotator.embeddings.mxbai_embeddings) N NerApproach (class in sparknlp.annotator.ner.ner_approach) NerConverter (class in sparknlp.annotator.ner.ner_converter) NerCrfApproach (class in sparknlp.annotator.ner.ner_crf) NerCrfModel (class in sparknlp.annotator.ner.ner_crf) NerDLApproach (class in sparknlp.annotator.ner.ner_dl) NerDLModel (class in sparknlp.annotator.ner.ner_dl) NerOverwriter (class in sparknlp.annotator.ner.ner_overwriter) new_java_array() (ExtendedJavaWrapper method) NGramGenerator (class in sparknlp.annotator.n_gram_generator) NLLBTransformer (class in sparknlp.annotator.seq2seq.nllb_transformer) NomicEmbeddings (class in sparknlp.annotator.embeddings.nomic_embeddings) Normalizer (class in sparknlp.annotator.normalizer) NormalizerModel (class in sparknlp.annotator.normalizer) NorvigSweetingApproach (class in sparknlp.annotator.spell_check.norvig_sweeting) NorvigSweetingModel (class in sparknlp.annotator.spell_check.norvig_sweeting) O OpenAICompletion (class in sparknlp.annotator.openai.openai_completion) OpenAIEmbeddings (class in sparknlp.annotator.openai.openai_embeddings) overallCoverage() (WordEmbeddingsModel static method) P ParamsGettersSetters (class in sparknlp.internal.params_getters_setters) PerceptronApproach (class in sparknlp.annotator.pos.perceptron) PerceptronModel (class in sparknlp.annotator.pos.perceptron) Phi2Transformer (class in sparknlp.annotator.seq2seq.phi2_transformer) Phi3Transformer (class in sparknlp.annotator.seq2seq.phi3_transformer) POS (class in sparknlp.training.pos) pretrained() (AlbertEmbeddings static method) (AlbertForQuestionAnswering static method) (AlbertForSequenceClassification static method) (AlbertForTokenClassification static method) (AlbertForZeroShotClassification static method) (AutoGGUFEmbeddings static method) (AutoGGUFModel static method) (BartForZeroShotClassification static method) (BartTransformer static method) (BertEmbeddings static method) (BertForMultipleChoice static method) (BertForQuestionAnswering static method) (BertForSequenceClassification static method) (BertForTokenClassification static method) (BertForZeroShotClassification static method) (BertSentenceEmbeddings static method) (BGEEmbeddings static method) (BigTextMatcherModel static method) (BLIPForQuestionAnswering static method) (CamemBertEmbeddings static method) (CamemBertForQuestionAnswering static method) (CamemBertForSequenceClassification static method) (CamemBertForTokenClassification static method) (CamemBertForZeroShotClassification static method) (ClassifierDLModel static method) (CLIPForZeroShotClassification static method) (ContextSpellCheckerModel static method) (ConvNextForImageClassification static method) (CPMTransformer static method) (DeBertaEmbeddings static method) (DeBertaForQuestionAnswering static method) (DeBertaForSequenceClassification static method) (DeBertaForTokenClassification static method) (DeBertaForZeroShotClassification static method) (DependencyParserModel static method) (DistilBertEmbeddings static method) (DistilBertForQuestionAnswering static method) (DistilBertForSequenceClassification static method) (DistilBertForTokenClassification static method) (DistilBertForZeroShotClassification static method) (Doc2VecModel static method) (E5Embeddings static method) (ElmoEmbeddings static method) (GPT2Transformer static method) (HubertForCTC static method) (InstructorEmbeddings static method) (LanguageDetectorDL static method) (LemmatizerModel static method) (LLAMA2Transformer static method) (LLAMA3Transformer static method) (LongformerEmbeddings static method) (LongformerForQuestionAnswering static method) (LongformerForSequenceClassification static method) (LongformerForTokenClassification static method) (M2M100Transformer static method) (MarianTransformer static method) (MistralTransformer static method) (MPNetEmbeddings static method) (MPNetForQuestionAnswering static method) (MPNetForSequenceClassification static method) (MPNetForTokenClassification static method) (MultiClassifierDLModel static method) (MxbaiEmbeddings static method) (NerCrfModel static method) (NerDLModel static method) (NLLBTransformer static method) (NomicEmbeddings static method) (NorvigSweetingModel static method) (PerceptronModel static method) (Phi2Transformer static method) (Phi3Transformer static method) (QwenTransformer static method) (RoBertaEmbeddings static method) (RoBertaForQuestionAnswering static method) (RoBertaForSequenceClassification static method) (RoBertaForTokenClassification static method) (RoBertaForZeroShotClassification static method) (RoBertaSentenceEmbeddings static method) (SentenceDetectorDLModel static method) (SentimentDLModel static method) (SnowFlakeEmbeddings static method) (SpanBertCorefModel static method) (StarCoderTransformer static method) (StopWordsCleaner static method) (SwinForImageClassification static method) (SymmetricDeleteModel static method) (T5Transformer static method) (TapasForQuestionAnswering static method) (TextMatcherModel static method) (TokenizerModel static method) (TypedDependencyParserModel static method) (UAEEmbeddings static method) (UniversalSentenceEncoder static method) (VisionEncoderDecoderForImageCaptioning static method) (ViTForImageClassification static method) (ViveknSentimentModel static method) (Wav2Vec2ForCTC static method) (WhisperForCTC static method) (Word2VecModel static method) (WordEmbeddingsModel static method) (WordSegmenterModel static method) (XlmRoBertaEmbeddings static method) (XlmRoBertaForQuestionAnswering static method) (XlmRoBertaForSequenceClassification static method) (XlmRoBertaForTokenClassification static method) (XlmRoBertaForZeroShotClassification static method) (XlmRoBertaSentenceEmbeddings static method) (XlnetEmbeddings static method) (XlnetForSequenceClassification static method) (XlnetForTokenClassification static method) (ZeroShotNerModel static method) PretrainedPipeline (class in sparknlp.pretrained.pretrained_pipeline) PromptAssembler (class in sparknlp.base.prompt_assembler) PubTator (class in sparknlp.training.pub_tator) Q QwenTransformer (class in sparknlp.annotator.seq2seq.qwen_transformer) R read() (AnnotatorJavaMLReadable class method) ReadAs (class in sparknlp.common.read_as) readDataset() (CoNLL method) (CoNLLU method) (POS method) (PubTator method) RecursiveAnnotatorApproach (class in sparknlp.common.recursive_annotator_approach) RecursiveEstimator (class in sparknlp.internal.recursive) RecursivePipeline (class in sparknlp.base.recursive_pipeline) RecursivePipelineModel (class in sparknlp.base.recursive_pipeline) RecursiveTokenizer (class in sparknlp.annotator.token.recursive_tokenizer) RecursiveTokenizerModel (class in sparknlp.annotator.token.recursive_tokenizer) RecursiveTransformer (class in sparknlp.internal.recursive) RegexMatcher (class in sparknlp.annotator.matcher.regex_matcher) RegexMatcherModel (class in sparknlp.annotator.matcher.regex_matcher) RegexTokenizer (class in sparknlp.annotator.token.regex_tokenizer) ResourceDownloader (class in sparknlp.pretrained.resource_downloader) RoBertaEmbeddings (class in sparknlp.annotator.embeddings.roberta_embeddings) RoBertaForQuestionAnswering (class in sparknlp.annotator.classifier_dl.roberta_for_question_answering) RoBertaForSequenceClassification (class in sparknlp.annotator.classifier_dl.roberta_for_sequence_classification) RoBertaForTokenClassification (class in sparknlp.annotator.classifier_dl.roberta_for_token_classification) RoBertaForZeroShotClassification (class in sparknlp.annotator.classifier_dl.roberta_for_zero_shot_classification) RoBertaSentenceEmbeddings (class in sparknlp.annotator.embeddings.roberta_sentence_embeddings) S SentenceDetector (class in sparknlp.annotator.sentence.sentence_detector) SentenceDetectorDLApproach (class in sparknlp.annotator.sentence.sentence_detector_dl) SentenceDetectorDLModel (class in sparknlp.annotator.sentence.sentence_detector_dl) SentenceDetectorParams (class in sparknlp.annotator.sentence.sentence_detector) SentenceEmbeddings (class in sparknlp.annotator.embeddings.sentence_embeddings) SentimentDetector (class in sparknlp.annotator.sentiment.sentiment_detector) SentimentDetectorModel (class in sparknlp.annotator.sentiment.sentiment_detector) SentimentDLApproach (class in sparknlp.annotator.classifier_dl.sentiment_dl) SentimentDLModel (class in sparknlp.annotator.classifier_dl.sentiment_dl) setAction() (DocumentNormalizer method) setAddAssistant() (PromptAssembler method) setAggregationMethod() (DocumentSimilarityRankerApproach method) setAggressiveMatching() (DateMatcherUtils method) setAlphabetResource() (EntityRulerApproach method) setAmbiguityThreshold() (WordSegmenterApproach method) setAnchorDateDay() (DateMatcherUtils method) setAnchorDateMonth() (DateMatcherUtils method) setAnchorDateYear() (DateMatcherUtils method) setAnnotationSplitSymbol() (Finisher method) setBatchSize() (ClassifierEncoder method) (ContextSpellCheckerApproach method) (ElmoEmbeddings method) (NerDLApproach method) setBeamSize() (BartTransformer method) (in module sparknlp.common.properties) (LLAMA3Transformer method) (M2M100Transformer method) (NLLBTransformer method) setBestModelMetric() (NerDLApproach method) setBestOf() (OpenAICompletion method) setBucketLength() (DocumentSimilarityRankerApproach method) setBuildFromTokens() (TextMatcher method) (TextMatcherModel method) setC0() (NerCrfApproach method) setCache() (BartTransformer method) setCachePrompt() (AutoGGUFModel method) setCaseSensitive() (BigTextMatcher method) (BigTextMatcherModel method) (NorvigSweetingApproach method) (StopWordsCleaner method) (TextMatcher method) setCaseSensitiveExceptions() (Tokenizer method) setCaseStrategy() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setChatTemplate() (AutoGGUFModel method) (PromptAssembler method) setChoicesDelimiter() (BertForMultipleChoice method) setChunkCol() (Doc2Chunk method) setChunkOverlap() (DocumentCharacterTextSplitter method) setChunkSize() (DocumentCharacterTextSplitter method) setClassCount() (ContextSpellCheckerApproach method) setClasses() (ContextSpellCheckerModel method) setCleanAnnotations() (EmbeddingsFinisher method) (Finisher method) (GraphFinisher method) setCleanupMode() (DocumentAssembler method) (MultiDocumentAssembler method) setCleanupPatterns() (Normalizer method) setCoalesceSentences() (AlbertForSequenceClassification method) (AlbertForZeroShotClassification method) (BartForZeroShotClassification method) (BertForSequenceClassification method) (BertForZeroShotClassification method) (CamemBertForSequenceClassification method) (CamemBertForZeroShotClassification method) (DeBertaForSequenceClassification method) (DeBertaForZeroShotClassification method) (DistilBertForSequenceClassification method) (DistilBertForZeroShotClassification method) (LanguageDetectorDL method) (LongformerForSequenceClassification method) (MPNetForSequenceClassification method) (RoBertaForSequenceClassification method) (RoBertaForZeroShotClassification method) (XlmRoBertaForSequenceClassification method) (XlmRoBertaForZeroShotClassification method) (XlnetForSequenceClassification method) setCompareLowcase() (ContextSpellCheckerModel method) setCompoundCount() (ContextSpellCheckerApproach method) setConfigProtoBytes() (AlbertEmbeddings method) (AlbertForQuestionAnswering method) (AlbertForSequenceClassification method) (AlbertForTokenClassification method) (AlbertForZeroShotClassification method) (BartForZeroShotClassification method) (BartTransformer method) (BertEmbeddings method) (BertForQuestionAnswering method) (BertForSequenceClassification method) (BertForTokenClassification method) (BertForZeroShotClassification method) (BertSentenceEmbeddings method) (BGEEmbeddings method) (CamemBertEmbeddings method) (CamemBertForQuestionAnswering method) (CamemBertForSequenceClassification method) (CamemBertForTokenClassification method) (CamemBertForZeroShotClassification method) (ClassifierDLModel method) (ClassifierEncoder method) (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) (ConvNextForImageClassification method) (CPMTransformer method) (DeBertaEmbeddings method) (DeBertaForQuestionAnswering method) (DeBertaForSequenceClassification method) (DeBertaForTokenClassification method) (DeBertaForZeroShotClassification method) (DistilBertEmbeddings method) (DistilBertForQuestionAnswering method) (DistilBertForSequenceClassification method) (DistilBertForTokenClassification method) (DistilBertForZeroShotClassification method) (E5Embeddings method) (ElmoEmbeddings method) (GPT2Transformer method) (HubertForCTC method) (InstructorEmbeddings method) (LanguageDetectorDL method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LongformerEmbeddings method) (LongformerForQuestionAnswering method) (LongformerForSequenceClassification method) (LongformerForTokenClassification method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MPNetEmbeddings method) (MPNetForTokenClassification method) (MultiClassifierDLModel method) (NerDLApproach method) (NerDLModel method) (NLLBTransformer method) (NomicEmbeddings method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (RoBertaEmbeddings method) (RoBertaForQuestionAnswering method) (RoBertaForSequenceClassification method) (RoBertaForTokenClassification method) (RoBertaForZeroShotClassification method) (RoBertaSentenceEmbeddings method) (SentimentDLModel method) (SpanBertCorefModel method) (StarCoderTransformer method) (SwinForImageClassification method) (T5Transformer method) (UniversalSentenceEncoder method) (VisionEncoderDecoderForImageCaptioning method) (ViTForImageClassification method) (Wav2Vec2ForCTC method) (WhisperForCTC method) (XlmRoBertaEmbeddings method) (XlmRoBertaForQuestionAnswering method) (XlmRoBertaForSequenceClassification method) (XlmRoBertaForTokenClassification method) (XlmRoBertaForZeroShotClassification method) (XlmRoBertaSentenceEmbeddings method) (XlnetEmbeddings method) (XlnetForSequenceClassification method) (XlnetForTokenClassification method) setConll2009() (TypedDependencyParserApproach method) setConllU() (DependencyParserApproach method) (TypedDependencyParserApproach method) setContextChars() (Tokenizer method) setCorrectSymbols() (ContextSpellCheckerModel method) setCropPct() (ConvNextForImageClassification method) setCsvDelimiter() (TableAssembler method) setCustomBounds() (SentenceDetector method) (SentenceDetectorDLModel method) setCustomBoundsStrategy() (SentenceDetector method) setDefaultDayWhenMissing() (DateMatcherUtils method) setDefragmentationThreshold() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setDeletesThreshold() (SymmetricDeleteApproach method) setDelimiter() (GraphExtraction method) (NGramGenerator method) (RegexMatcher method) setDependencyParserModel() (GraphExtraction method) setDependencyTreeBank() (DependencyParserApproach method) setDetectLists() (SentenceDetector method) setDictionary() (Lemmatizer method) (NorvigSweetingApproach method) (SentimentDetector method) (SymmetricDeleteApproach method) setDimension() (HasEmbeddingsProperties method) setDisableTokenIds() (AutoGGUFModel method) setDoRescale() (ConvNextForImageClassification method) setDoSample() (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setDoubleVariants() (NorvigSweetingApproach method) setDropout() (ClassifierDLApproach method) (NerDLApproach method) (SentimentDLApproach method) setDynamicTemperatureExponent() (AutoGGUFModel method) setDynamicTemperatureRange() (AutoGGUFModel method) setEcho() (OpenAICompletion method) setEmbedding() (AutoGGUFModel method) setEnableCumulative() (NGramGenerator method) setEnableMemoryOptimizer() (NerDLApproach method) setEnableOutputLogs() (EvaluationDLParams method) setEnableRegexTokenizer() (WordSegmenterApproach method) (WordSegmenterModel method) setEncoding() (DocumentNormalizer method) setEntities() (BigTextMatcher method) (NerApproach method) (TextMatcher method) setEntityDefinitions() (ZeroShotNerModel method) setEntityName() (Date2Chunk method) setEntityTypes() (GraphExtraction method) setEntityValue() (TextMatcher method) (TextMatcherModel method) setEpochs() (ContextSpellCheckerApproach method) setEpochsNumber() (SentenceDetectorDLApproach method) setErrorThreshold() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setEscapeCsvDelimiter() (TableAssembler method) setEvaluationLogExtended() (EvaluationDLParams method) setExceptions() (Tokenizer method) setExceptionsPath() (Tokenizer method) setExplodeEntities() (GraphExtraction method) setExplodeSentences() (SentenceDetector method) (SentenceDetectorDLApproach method) (SentenceDetectorDLModel method) setExplodeSplits() (DocumentCharacterTextSplitter method) (DocumentTokenSplitter method) setExternalFeatures() (NerCrfApproach method) setExternalRules() (RegexMatcher method) setExtractNearestNeighbor() (DocumentSimilarityRankerFinisher method) setFailOnMissing() (Doc2Chunk method) setFinalRate() (ContextSpellCheckerApproach method) setFlashAttention() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setFormCol() (Lemmatizer method) setFrequencyPenalty() (AutoGGUFModel method) (OpenAICompletion method) setFrequencyPriority() (NorvigSweetingApproach method) setFrequencyThreshold() (SymmetricDeleteApproach method) (WordSegmenterApproach method) setGamma() (ContextSpellCheckerModel method) setGpuSplitMode() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setGrammar() (AutoGGUFModel method) setGraphFile() (TFNerDLGraphBuilder method) setGraphFolder() (ContextSpellCheckerApproach method) (NerDLApproach method) (TFNerDLGraphBuilder method) setGrpAttnN() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setGrpAttnW() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setHiddenUnitsNumber() (TFNerDLGraphBuilder method) setIdCol() (DocumentAssembler method) (MultiDocumentAssembler method) setIdentityRanking() (DocumentSimilarityRankerApproach method) setIdsVocab() (ContextSpellCheckerModel method) setIgnoreEos() (AutoGGUFModel method) setIgnoreTokenIds() (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setIgnoreUnsupported() (LightPipeline method) setImpossiblePenultimates() (SentenceDetectorDLApproach method) (SentenceDetectorDLModel method) setIncludeAllConfidenceScores() (NerDLApproach method) (NerDLModel method) setIncludeConfidence() (NerCrfApproach method) (NerCrfModel method) (NerDLApproach method) (NerDLModel method) setIncludeEdges() (GraphExtraction method) setIncludeMetadata() (Finisher method) setInfixes() (RecursiveTokenizer method) setInfixPatterns() (Tokenizer method) setInitialRate() (ContextSpellCheckerApproach method) setInputCol() (AudioAssembler method) (DocumentAssembler method) (GraphFinisher method) (ImageAssembler method) (PromptAssembler method) setInputCols() (AnnotatorProperties method) (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (MultiDocumentAssembler method) (TFNerDLGraphBuilder method) setInputFormat() (TableAssembler method) setInputFormats() (DateMatcherUtils method) setInputPrefix() (AutoGGUFModel method) setInputPrefixBos() (AutoGGUFModel method) setInputSuffix() (AutoGGUFModel method) setInstruction() (InstructorEmbeddings method) setIsArray() (Doc2Chunk method) setIsLong() (BertSentenceEmbeddings method) setIterations() (PerceptronApproach method) setKeepSeparators() (DocumentCharacterTextSplitter method) setL2() (NerCrfApproach method) setLabelColumn() (ClassifierEncoder method) (NerApproach method) (TFNerDLGraphBuilder method) setLangId() (MarianTransformer method) setLanguage() (WhisperForCTC method) setLanguageModelClasses() (ContextSpellCheckerApproach method) setLazyAnnotator() (AnnotatorProperties method) setLemmaCol() (Lemmatizer method) setLoadSP() (UniversalSentenceEncoder method) setLocale() (StopWordsCleaner method) setLogitBias() (OpenAICompletion method) setLogprobs() (OpenAICompletion method) setLookupCacheDynamicFilePath() (AutoGGUFModel method) setLookupCacheStaticFilePath() (AutoGGUFModel method) setLoraAdapters() (AutoGGUFModel method) setLossEps() (NerCrfApproach method) setLowerCase() (Doc2Chunk method) setLowercase() (DocumentNormalizer method) (Normalizer method) setLr() (ClassifierEncoder method) (NerDLApproach method) setMainGpu() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setMaxCandidates() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setMaxEditDistance() (SymmetricDeleteApproach method) setMaxEpochs() (ClassifierEncoder method) (NerApproach method) setMaxInputLength() (MarianTransformer method) setMaxIter() (Doc2VecApproach method) (Word2VecApproach method) setMaxLength() (Normalizer method) (RegexTokenizer method) (SentenceDetector method) (SentenceDetectorDLModel method) (Tokenizer method) setMaxNewTokens() (T5Transformer method) setMaxNGrams() (YakeKeywordExtraction method) setMaxOutputLength() (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setMaxSegmentLength() (SpanBertCorefModel method) setMaxSentenceLength() (BartForZeroShotClassification method) (Doc2VecApproach method) (RoBertaForTokenClassification method) (RoBertaForZeroShotClassification method) (Word2VecApproach method) (XlmRoBertaForZeroShotClassification method) setMaxSentenceSize() (BLIPForQuestionAnswering method) (GraphExtraction method) setMaxSentLen() (ContextSpellCheckerApproach method) setMaxTokens() (OpenAICompletion method) setMaxWindowLen() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setMergeEntities() (GraphExtraction method) setMergeEntitiesIOBFormat() (GraphExtraction method) setMergeOverlapping() (BigTextMatcher method) (BigTextMatcherModel method) (TextMatcher method) (TextMatcherModel method) setMetadataCol() (DocumentAssembler method) (MultiDocumentAssembler method) setMinCount() (ContextSpellCheckerApproach method) (Doc2VecApproach method) (Word2VecApproach method) setMinEpochs() (NerApproach method) setMinKeep() (AutoGGUFModel method) setMinLength() (Normalizer method) (RegexTokenizer method) (SentenceDetector method) (SentenceDetectorDLModel method) (Tokenizer method) setMinNGrams() (YakeKeywordExtraction method) setMinOutputLength() (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setMinP() (AutoGGUFModel method) setMinSentenceSize() (GraphExtraction method) setMinW() (NerCrfApproach method) setMiroStat() (AutoGGUFModel method) setMiroStatEta() (AutoGGUFModel method) setMiroStatTau() (AutoGGUFModel method) setModel() (OpenAICompletion method) (OpenAIEmbeddings method) (SentenceDetectorDLApproach method) (SentenceDetectorDLModel method) setModelAlias() (AutoGGUFModel method) setModelDraft() (AutoGGUFModel method) setN() (NGramGenerator method) setNBatch() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNChunks() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNCtx() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNDraft() (AutoGGUFModel method) setNerHasNoSchema() (NerConverter method) setNerWords() (NerOverwriter method) setNewNerEntity() (NerOverwriter method) setNGpuLayers() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNGpuLayersDraft() (AutoGGUFModel method) setNIterations() (WordSegmenterApproach method) setNKeep() (AutoGGUFModel method) setNKeywords() (YakeKeywordExtraction method) setNoKvOffload() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNoRepeatNgramSize() (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setNPredict() (AutoGGUFModel method) setNProbs() (AutoGGUFModel method) setNReturnSequences() (in module sparknlp.common.properties) setNSequences() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNThreads() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNThreadsBatch() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNThreadsBatchDraft() (AutoGGUFModel method) setNThreadsDraft() (AutoGGUFModel method) setNUbatch() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNumaStrategy() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setNumberOfCompletions() (OpenAICompletion method) setNumberOfIterations() (DependencyParserApproach method) (TypedDependencyParserApproach method) setNumberOfNeighbours() (DocumentSimilarityRankerApproach method) setNumHashTables() (DocumentSimilarityRankerApproach method) setNumPartitions() (Doc2VecApproach method) (Word2VecApproach method) setNumTokens() (DocumentTokenSplitter method) setOutputAsArray() (Finisher method) (GraphFinisher method) setOutputAsVector() (EmbeddingsFinisher method) setOutputCol() (AnnotatorProperties method) (AudioAssembler method) (DocumentAssembler method) (GraphFinisher method) (ImageAssembler method) (PromptAssembler method) setOutputCols() (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (MultiDocumentAssembler method) setOutputFormat() (DateMatcherUtils method) setOutputLogsPath() (EvaluationDLParams method) (SentenceDetectorDLApproach method) setParamValue() (ParamsGettersSetters method) setParseEmbeddingsVectors() (Finisher method) setPattern() (RegexTokenizer method) (WordSegmenterApproach method) (WordSegmenterModel method) setPatterns() (DocumentNormalizer method) setPatternsAreRegex() (DocumentCharacterTextSplitter method) setPatternsResource() (EntityRulerApproach method) setPenalizeNl() (AutoGGUFModel method) setPenaltyPrompt() (AutoGGUFModel method) setPo() (NerDLApproach method) setPolicy() (DocumentNormalizer method) setPoolingLayer() (ElmoEmbeddings method) setPoolingStrategy() (ChunkEmbeddings method) (MxbaiEmbeddings method) (SentenceEmbeddings method) (SnowFlakeEmbeddings method) (UAEEmbeddings method) setPoolingType() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setPosColumn() (PerceptronApproach method) (WordSegmenterApproach method) setPositionalMask() (RegexTokenizer method) setPosModel() (GraphExtraction method) setPredictionThreshold() (ZeroShotNerModel method) setPrefixes() (RecursiveTokenizer method) setPrefixPattern() (Tokenizer method) setPresencePenalty() (AutoGGUFModel method) (OpenAICompletion method) setPreservePosition() (NerConverter method) (RegexTokenizer method) (TokenAssembler method) setPruneCorpus() (ViveknSentimentApproach method) setPSplit() (AutoGGUFModel method) setRandomSeed() (ClassifierEncoder method) (MarianTransformer method) (NerApproach method) setReadCacheSize() (WordEmbeddings method) (WordEmbeddingsModel method) setReadMonthFirst() (DateMatcherUtils method) setRegexParsers() (Chunker method) setRelationshipTypes() (GraphExtraction method) setRelaxedFactoryStrategy() (DateMatcherUtils method) setRepeatLastN() (AutoGGUFModel method) setRepeatPenalty() (AutoGGUFModel method) setRepetitionPenalty() (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setReplaceEntities() (NerOverwriter method) setReplacement() (DocumentNormalizer method) setRescaleFactor() (ConvNextForImageClassification method) setRootTokens() (GraphExtraction method) setRopeFreqBase() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setRopeFreqScale() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setRopeScalingType() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setRules() (RegexMatcher method) setSamplers() (AutoGGUFModel method) setSeed() (AutoGGUFModel method) (Doc2VecApproach method) (Word2VecApproach method) setSentenceMatch() (EntityRulerApproach method) setSentimentCol() (ViveknSentimentApproach method) setShortCircuit() (NorvigSweetingApproach method) setSimilarityMethod() (DocumentSimilarityRankerApproach method) setSkipOOV() (ChunkEmbeddings method) setSlangDictionary() (Normalizer method) setSplitChars() (Tokenizer method) (TokenizerModel method) setSplitLength() (SentenceDetector method) (SentenceDetectorDLModel method) setSplitPattern() (Tokenizer method) (TokenizerModel method) setSplitPatterns() (DocumentCharacterTextSplitter method) setSrcLang() (M2M100Transformer method) (NLLBTransformer method) setStartCol() (Doc2Chunk method) setStartColByTokenIndex() (Doc2Chunk method) setStepSize() (Doc2VecApproach method) (Word2VecApproach method) setStop() (OpenAICompletion method) setStopAtEos() (T5Transformer method) setStopStrings() (AutoGGUFModel method) setStopTokenIds() (LLAMA3Transformer method) setStopWords() (StopWordsCleaner method) (YakeKeywordExtraction method) setStrategy() (RegexMatcher method) setSuffix() (OpenAICompletion method) setSuffixes() (RecursiveTokenizer method) setSuffixPattern() (Tokenizer method) setSystemPrompt() (AutoGGUFModel method) setTargetPattern() (Tokenizer method) setTask() (BartTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (T5Transformer method) (WhisperForCTC method) setTemperature() (AutoGGUFModel method) (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (OpenAICompletion method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setTensorSplit() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setTestDataset() (EvaluationDLParams method) setTextCol() (ImageAssembler method) setTextGenre() (SpanBertCorefModel method) setTfsZ() (AutoGGUFModel method) setTgtLang() (M2M100Transformer method) (NLLBTransformer method) setThreshold() (LanguageDetectorDL method) (MultiClassifierDLApproach method) (MultiClassifierDLModel method) (SentimentDLApproach method) (SentimentDLModel method) (YakeKeywordExtraction method) setThresholdLabel() (LanguageDetectorDL method) (SentimentDLApproach method) (SentimentDLModel method) setTokenBias() (AutoGGUFModel method) setTokenIdBias() (AutoGGUFModel method) setTokenizer() (BigTextMatcher method) setTokenOverlap() (DocumentTokenSplitter method) setToLowercase() (RegexTokenizer method) (WordSegmenterApproach method) (WordSegmenterModel method) setTopK() (AutoGGUFModel method) (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setTopP() (AutoGGUFModel method) (BartTransformer method) (CPMTransformer method) (GPT2Transformer method) (in module sparknlp.common.properties) (LLAMA2Transformer method) (LLAMA3Transformer method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (NLLBTransformer method) (OpenAICompletion method) (Phi2Transformer method) (Phi3Transformer method) (QwenTransformer method) (StarCoderTransformer method) (T5Transformer method) setTradeoff() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setTrimWhitespace() (DocumentCharacterTextSplitter method) (DocumentTokenSplitter method) (RegexTokenizer method) setTypedDependencyParserModel() (GraphExtraction method) setTypicalP() (AutoGGUFModel method) setUp() (DocumentTokenSplitterTestSpec method) setUseAbbreviations() (SentenceDetector method) setUseBestModel() (NerDLApproach method) setUseCache() (T5Transformer method) setUseChatTemplate() (AutoGGUFModel method) setUseContrib() (NerDLApproach method) setUseCustomBoundsOnly() (SentenceDetector method) (SentenceDetectorDLModel method) setUseMlock() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setUseMmap() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setUser() (OpenAICompletion method) (OpenAIEmbeddings method) setUseStorage() (EntityRulerApproach method) setValidationFraction() (ContextSpellCheckerApproach method) setValidationSplit() (EvaluationDLParams method) (SentenceDetectorDLApproach method) setValueSplitSymbol() (Finisher method) setVectorSize() (Doc2VecApproach method) (Doc2VecModel method) (Word2VecApproach method) (Word2VecModel method) setVerbose() (EvaluationDLParams method) (MultiClassifierDLApproach method) (NerCrfApproach method) setVisibleDistances() (DocumentSimilarityRankerApproach method) setVocabFreq() (ContextSpellCheckerModel method) setVocabIds() (ContextSpellCheckerModel method) setWeightedDistPath() (ContextSpellCheckerApproach method) setWeights() (ContextSpellCheckerModel method) setWhiteList() (NerConverter method) setWhitelist() (RecursiveTokenizer method) setWindowSize() (Doc2VecApproach method) (Word2VecApproach method) (YakeKeywordExtraction method) setWordMaxDistance() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setWriteBufferSize() (WordEmbeddings method) setYarnAttnFactor() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setYarnBetaFast() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setYarnBetaSlow() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setYarnExtFactor() (AutoGGUFEmbeddings method) (AutoGGUFModel method) setYarnOrigCtx() (AutoGGUFEmbeddings method) (AutoGGUFModel method) showAvailableAnnotators() (ResourceDownloader static method) showPublicModels() (ResourceDownloader static method) showPublicPipelines() (ResourceDownloader static method) showUnCategorizedResources() (ResourceDownloader static method) SnowFlakeEmbeddings (class in sparknlp.annotator.embeddings.snowflake_embeddings) SpacyToAnnotation (class in sparknlp.training.spacy_to_annotation) SpanBertCorefModel (class in sparknlp.annotator.coref.spanbert_coref) sparknlp module sparknlp.annotation module sparknlp.annotation_audio module sparknlp.annotation_image module sparknlp.annotator module sparknlp.annotator.audio module sparknlp.annotator.audio.hubert_for_ctc module sparknlp.annotator.audio.wav2vec2_for_ctc module sparknlp.annotator.audio.whisper_for_ctc module sparknlp.annotator.chunk2_doc module sparknlp.annotator.chunker module sparknlp.annotator.classifier_dl module sparknlp.annotator.classifier_dl.albert_for_question_answering module sparknlp.annotator.classifier_dl.albert_for_sequence_classification module sparknlp.annotator.classifier_dl.albert_for_token_classification module sparknlp.annotator.classifier_dl.albert_for_zero_shot_classification module sparknlp.annotator.classifier_dl.bart_for_zero_shot_classification module sparknlp.annotator.classifier_dl.bert_for_multiple_choice module sparknlp.annotator.classifier_dl.bert_for_question_answering module sparknlp.annotator.classifier_dl.bert_for_sequence_classification module sparknlp.annotator.classifier_dl.bert_for_token_classification module sparknlp.annotator.classifier_dl.bert_for_zero_shot_classification module sparknlp.annotator.classifier_dl.camembert_for_question_answering module sparknlp.annotator.classifier_dl.camembert_for_sequence_classification module sparknlp.annotator.classifier_dl.camembert_for_token_classification module sparknlp.annotator.classifier_dl.camembert_for_zero_shot_classification module sparknlp.annotator.classifier_dl.classifier_dl module sparknlp.annotator.classifier_dl.deberta_for_question_answering module sparknlp.annotator.classifier_dl.deberta_for_sequence_classification module sparknlp.annotator.classifier_dl.deberta_for_token_classification module sparknlp.annotator.classifier_dl.deberta_for_zero_shot_classification module sparknlp.annotator.classifier_dl.distil_bert_for_question_answering module sparknlp.annotator.classifier_dl.distil_bert_for_sequence_classification module sparknlp.annotator.classifier_dl.distil_bert_for_token_classification module sparknlp.annotator.classifier_dl.distil_bert_for_zero_shot_classification module sparknlp.annotator.classifier_dl.longformer_for_question_answering module sparknlp.annotator.classifier_dl.longformer_for_sequence_classification module sparknlp.annotator.classifier_dl.longformer_for_token_classification module sparknlp.annotator.classifier_dl.mpnet_for_question_answering module sparknlp.annotator.classifier_dl.mpnet_for_sequence_classification module sparknlp.annotator.classifier_dl.mpnet_for_token_classification module sparknlp.annotator.classifier_dl.multi_classifier_dl module sparknlp.annotator.classifier_dl.roberta_for_question_answering module sparknlp.annotator.classifier_dl.roberta_for_sequence_classification module sparknlp.annotator.classifier_dl.roberta_for_token_classification module sparknlp.annotator.classifier_dl.roberta_for_zero_shot_classification module sparknlp.annotator.classifier_dl.sentiment_dl module sparknlp.annotator.classifier_dl.tapas_for_question_answering module sparknlp.annotator.classifier_dl.xlm_roberta_for_question_answering module sparknlp.annotator.classifier_dl.xlm_roberta_for_sequence_classification module sparknlp.annotator.classifier_dl.xlm_roberta_for_token_classification module sparknlp.annotator.classifier_dl.xlm_roberta_for_zero_shot_classification module sparknlp.annotator.classifier_dl.xlnet_for_sequence_classification module sparknlp.annotator.classifier_dl.xlnet_for_token_classification module sparknlp.annotator.coref module sparknlp.annotator.coref.spanbert_coref module sparknlp.annotator.cv module sparknlp.annotator.cv.blip_for_question_answering module sparknlp.annotator.cv.clip_for_zero_shot_classification module sparknlp.annotator.cv.convnext_for_image_classification module sparknlp.annotator.cv.swin_for_image_classification module sparknlp.annotator.cv.vision_encoder_decoder_for_image_captioning module sparknlp.annotator.cv.vit_for_image_classification module sparknlp.annotator.date2_chunk module sparknlp.annotator.dependency module sparknlp.annotator.dependency.dependency_parser module sparknlp.annotator.dependency.typed_dependency_parser module sparknlp.annotator.document_character_text_splitter module sparknlp.annotator.document_normalizer module sparknlp.annotator.document_token_splitter module sparknlp.annotator.document_token_splitter_test module sparknlp.annotator.embeddings module sparknlp.annotator.embeddings.albert_embeddings module sparknlp.annotator.embeddings.auto_gguf_embeddings module sparknlp.annotator.embeddings.bert_embeddings module sparknlp.annotator.embeddings.bert_sentence_embeddings module sparknlp.annotator.embeddings.bge_embeddings module sparknlp.annotator.embeddings.camembert_embeddings module sparknlp.annotator.embeddings.chunk_embeddings module sparknlp.annotator.embeddings.deberta_embeddings module sparknlp.annotator.embeddings.distil_bert_embeddings module sparknlp.annotator.embeddings.doc2vec module sparknlp.annotator.embeddings.e5_embeddings module sparknlp.annotator.embeddings.elmo_embeddings module sparknlp.annotator.embeddings.instructor_embeddings module sparknlp.annotator.embeddings.longformer_embeddings module sparknlp.annotator.embeddings.mpnet_embeddings module sparknlp.annotator.embeddings.mxbai_embeddings module sparknlp.annotator.embeddings.nomic_embeddings module sparknlp.annotator.embeddings.roberta_embeddings module sparknlp.annotator.embeddings.roberta_sentence_embeddings module sparknlp.annotator.embeddings.sentence_embeddings module sparknlp.annotator.embeddings.snowflake_embeddings module sparknlp.annotator.embeddings.uae_embeddings module sparknlp.annotator.embeddings.universal_sentence_encoder module sparknlp.annotator.embeddings.word2vec module sparknlp.annotator.embeddings.word_embeddings module sparknlp.annotator.embeddings.xlm_roberta_embeddings module sparknlp.annotator.embeddings.xlm_roberta_sentence_embeddings module sparknlp.annotator.embeddings.xlnet_embeddings module sparknlp.annotator.er module sparknlp.annotator.er.entity_ruler module sparknlp.annotator.graph_extraction module sparknlp.annotator.keyword_extraction module sparknlp.annotator.keyword_extraction.yake_keyword_extraction module sparknlp.annotator.ld_dl module sparknlp.annotator.ld_dl.language_detector_dl module sparknlp.annotator.lemmatizer module sparknlp.annotator.matcher module sparknlp.annotator.matcher.big_text_matcher module sparknlp.annotator.matcher.date_matcher module sparknlp.annotator.matcher.multi_date_matcher module sparknlp.annotator.matcher.regex_matcher module sparknlp.annotator.matcher.text_matcher module sparknlp.annotator.n_gram_generator module sparknlp.annotator.ner module sparknlp.annotator.ner.ner_approach module sparknlp.annotator.ner.ner_converter module sparknlp.annotator.ner.ner_crf module sparknlp.annotator.ner.ner_dl module sparknlp.annotator.ner.ner_overwriter module sparknlp.annotator.ner.zero_shot_ner_model module sparknlp.annotator.normalizer module sparknlp.annotator.openai module sparknlp.annotator.openai.openai_completion module sparknlp.annotator.openai.openai_embeddings module sparknlp.annotator.param module sparknlp.annotator.param.classifier_encoder module sparknlp.annotator.param.evaluation_dl_params module sparknlp.annotator.pos module sparknlp.annotator.pos.perceptron module sparknlp.annotator.sentence module sparknlp.annotator.sentence.sentence_detector module sparknlp.annotator.sentence.sentence_detector_dl module sparknlp.annotator.sentiment module sparknlp.annotator.sentiment.sentiment_detector module sparknlp.annotator.sentiment.vivekn_sentiment module sparknlp.annotator.seq2seq module sparknlp.annotator.seq2seq.auto_gguf_model module sparknlp.annotator.seq2seq.bart_transformer module sparknlp.annotator.seq2seq.cpm_transformer module sparknlp.annotator.seq2seq.gpt2_transformer module sparknlp.annotator.seq2seq.llama2_transformer module sparknlp.annotator.seq2seq.llama3_transformer module sparknlp.annotator.seq2seq.m2m100_transformer module sparknlp.annotator.seq2seq.marian_transformer module sparknlp.annotator.seq2seq.mistral_transformer module sparknlp.annotator.seq2seq.nllb_transformer module sparknlp.annotator.seq2seq.phi2_transformer module sparknlp.annotator.seq2seq.phi3_transformer module sparknlp.annotator.seq2seq.qwen_transformer module sparknlp.annotator.seq2seq.starcoder_transformer module sparknlp.annotator.seq2seq.t5_transformer module sparknlp.annotator.similarity module sparknlp.annotator.similarity.document_similarity_ranker module sparknlp.annotator.spell_check module sparknlp.annotator.spell_check.context_spell_checker module sparknlp.annotator.spell_check.norvig_sweeting module sparknlp.annotator.spell_check.symmetric_delete module sparknlp.annotator.stemmer module sparknlp.annotator.stop_words_cleaner module sparknlp.annotator.tf_ner_dl_graph_builder module sparknlp.annotator.token module sparknlp.annotator.token.chunk_tokenizer module sparknlp.annotator.token.recursive_tokenizer module sparknlp.annotator.token.regex_tokenizer module sparknlp.annotator.token.tokenizer module sparknlp.annotator.token2_chunk module sparknlp.annotator.ws module sparknlp.annotator.ws.word_segmenter module sparknlp.base module sparknlp.base.audio_assembler module sparknlp.base.doc2_chunk module sparknlp.base.document_assembler module sparknlp.base.embeddings_finisher module sparknlp.base.finisher module sparknlp.base.graph_finisher module sparknlp.base.has_recursive_fit module sparknlp.base.has_recursive_transform module sparknlp.base.image_assembler module sparknlp.base.light_pipeline module sparknlp.base.multi_document_assembler module sparknlp.base.prompt_assembler module sparknlp.base.recursive_pipeline module sparknlp.base.table_assembler module sparknlp.base.token_assembler module sparknlp.common module sparknlp.common.annotator_approach module sparknlp.common.annotator_model module sparknlp.common.annotator_properties module sparknlp.common.annotator_type module sparknlp.common.coverage_result module sparknlp.common.match_strategy module sparknlp.common.properties module sparknlp.common.read_as module sparknlp.common.recursive_annotator_approach module sparknlp.common.storage module sparknlp.common.utils module sparknlp.functions module sparknlp.internal module sparknlp.internal.annotator_java_ml module sparknlp.internal.annotator_transformer module sparknlp.internal.extended_java_wrapper module sparknlp.internal.params_getters_setters module sparknlp.internal.recursive module sparknlp.logging module sparknlp.logging.comet module sparknlp.pretrained module sparknlp.pretrained.pretrained_pipeline module sparknlp.pretrained.resource_downloader module sparknlp.pretrained.utils module sparknlp.reader module sparknlp.reader.sparknlp_reader module sparknlp.training module sparknlp.training.conll module sparknlp.training.conllu module sparknlp.training.pos module sparknlp.training.pub_tator module sparknlp.training.spacy_to_annotation module sparknlp.training.tfgraphs module sparknlp.upload_to_hub module sparknlp.util module SparkNLPReader (class in sparknlp.reader.sparknlp_reader) StarCoderTransformer (class in sparknlp.annotator.seq2seq.starcoder_transformer) start() (in module sparknlp) Stemmer (class in sparknlp.annotator.stemmer) StopWordsCleaner (class in sparknlp.annotator.stop_words_cleaner) SwinForImageClassification (class in sparknlp.annotator.cv.swin_for_image_classification) SymmetricDeleteApproach (class in sparknlp.annotator.spell_check.symmetric_delete) SymmetricDeleteModel (class in sparknlp.annotator.spell_check.symmetric_delete) T T5Transformer (class in sparknlp.annotator.seq2seq.t5_transformer) TableAssembler (class in sparknlp.base.table_assembler) TapasForQuestionAnswering (class in sparknlp.annotator.classifier_dl.tapas_for_question_answering) TextMatcher (class in sparknlp.annotator.matcher.text_matcher) TextMatcherModel (class in sparknlp.annotator.matcher.text_matcher) TFNerDLGraphBuilder (class in sparknlp.annotator.tf_ner_dl_graph_builder) TFNerDLGraphBuilderModel (class in sparknlp.annotator.tf_ner_dl_graph_builder) Token2Chunk (class in sparknlp.annotator.token2_chunk) TokenAssembler (class in sparknlp.base.token_assembler) Tokenizer (class in sparknlp.annotator.token.tokenizer) TokenizerModel (class in sparknlp.annotator.token.tokenizer) toRow() (Annotation static method) transform() (LightPipeline method) (PretrainedPipeline method) TypedDependencyParserApproach (class in sparknlp.annotator.dependency.typed_dependency_parser) TypedDependencyParserModel (class in sparknlp.annotator.dependency.typed_dependency_parser) U UAEEmbeddings (class in sparknlp.annotator.embeddings.uae_embeddings) UniversalSentenceEncoder (class in sparknlp.annotator.embeddings.universal_sentence_encoder) updateRegexClass() (ContextSpellCheckerModel method) updateVocabClass() (ContextSpellCheckerModel method) V version() (in module sparknlp) VisionEncoderDecoderForImageCaptioning (class in sparknlp.annotator.cv.vision_encoder_decoder_for_image_captioning) ViTForImageClassification (class in sparknlp.annotator.cv.vit_for_image_classification) ViveknSentimentApproach (class in sparknlp.annotator.sentiment.vivekn_sentiment) ViveknSentimentModel (class in sparknlp.annotator.sentiment.vivekn_sentiment) W Wav2Vec2ForCTC (class in sparknlp.annotator.audio.wav2vec2_for_ctc) WhisperForCTC (class in sparknlp.annotator.audio.whisper_for_ctc) withCoverageColumn() (WordEmbeddingsModel static method) Word2VecApproach (class in sparknlp.annotator.embeddings.word2vec) Word2VecModel (class in sparknlp.annotator.embeddings.word2vec) WordEmbeddings (class in sparknlp.annotator.embeddings.word_embeddings) WordEmbeddingsModel (class in sparknlp.annotator.embeddings.word_embeddings) WordSegmenterApproach (class in sparknlp.annotator.ws.word_segmenter) WordSegmenterModel (class in sparknlp.annotator.ws.word_segmenter) X XlmRoBertaEmbeddings (class in sparknlp.annotator.embeddings.xlm_roberta_embeddings) XlmRoBertaForQuestionAnswering (class in sparknlp.annotator.classifier_dl.xlm_roberta_for_question_answering) XlmRoBertaForSequenceClassification (class in sparknlp.annotator.classifier_dl.xlm_roberta_for_sequence_classification) XlmRoBertaForTokenClassification (class in sparknlp.annotator.classifier_dl.xlm_roberta_for_token_classification) XlmRoBertaForZeroShotClassification (class in sparknlp.annotator.classifier_dl.xlm_roberta_for_zero_shot_classification) XlmRoBertaSentenceEmbeddings (class in sparknlp.annotator.embeddings.xlm_roberta_sentence_embeddings) XlnetEmbeddings (class in sparknlp.annotator.embeddings.xlnet_embeddings) XlnetForSequenceClassification (class in sparknlp.annotator.classifier_dl.xlnet_for_sequence_classification) XlnetForTokenClassification (class in sparknlp.annotator.classifier_dl.xlnet_for_token_classification) Y YakeKeywordExtraction (class in sparknlp.annotator.keyword_extraction.yake_keyword_extraction) Z ZeroShotNerModel (class in sparknlp.annotator.ner.zero_shot_ner_model)