Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A action (DocumentNormalizer attribute) activation (HasClassifierActivationProperties attribute) addAssistant (PromptAssembler attribute) addContextChars() (Tokenizer method) addException() (Tokenizer method) addInfixPattern() (Tokenizer method) addRegexClass() (ContextSpellCheckerApproach method) addSplitChars() (Tokenizer method) (TokenizerModel method) addVocabClass() (ContextSpellCheckerApproach method) aggregationMethod (DocumentSimilarityRankerApproach attribute) aggressiveMatching (DateMatcherUtils attribute) AlbertEmbeddings (class in sparknlp.annotator.embeddings.albert_embeddings) AlbertForMultipleChoice (class in sparknlp.annotator.classifier_dl.albert_for_multiple_choice) 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) alphabet (EntityRulerApproach attribute) ambiguityThreshold (WordSegmenterApproach attribute) anchorDateDay (DateMatcherUtils attribute) anchorDateMonth (DateMatcherUtils attribute) anchorDateYear (DateMatcherUtils attribute) annotate() (LightPipeline method) (PretrainedPipeline method) Annotation (class in sparknlp.annotation) AnnotationAudio (class in sparknlp.annotation_audio) AnnotationImage (class in sparknlp.annotation_image) annotationSplitSymbol (Finisher attribute) 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) AnnotatorType (class in sparknlp.common.annotator_type) apply() (ExtendedJavaWrapper method) arrayType() (Annotation static method) asRetriever() (DocumentSimilarityRankerApproach method) asRetrieverQuery (DocumentSimilarityRankerApproach attribute) AUDIO (AnnotatorType attribute) 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) AutoGGUFVisionModel (class in sparknlp.annotator.seq2seq.auto_gguf_vision_model) B BartForZeroShotClassification (class in sparknlp.annotator.classifier_dl.bart_for_zero_shot_classification) BartTransformer (class in sparknlp.annotator.seq2seq.bart_transformer) batchSize (ClassifierEncoder attribute) (ContextSpellCheckerApproach attribute) (ElmoEmbeddings attribute) (HasBatchedAnnotate attribute) (HasBatchedAnnotateAudio attribute) (HasBatchedAnnotateImage attribute) (NerDLApproach attribute) beamSize (BartTransformer attribute) (CoHereTransformer attribute) (Gemma3ForMultiModal attribute) (HasGeneratorProperties attribute) (JanusForMultiModal attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (SmolVLMTransformer attribute) 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) bestModelMetric (NerDLApproach attribute) bestOf (OpenAICompletion attribute) 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) BINARY (ReadAs attribute) BLIPForQuestionAnswering (class in sparknlp.annotator.cv.blip_for_question_answering) bucketLength (DocumentSimilarityRankerApproach attribute) buildFromTokens (TextMatcher attribute) (TextMatcherModel attribute) bullets (Cleaner attribute) C c0 (NerCrfApproach attribute) cachePrompt (HasLlamaCppProperties attribute) 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) candidateLabels (HasCandidateLabelsProperties attribute) caseSensitive (BigTextMatcher attribute) (BigTextMatcherModel attribute) (HasCaseSensitiveProperties attribute) (NorvigSweetingApproach attribute) (StopWordsCleaner attribute) (TextMatcher attribute) caseSensitiveExceptions (Tokenizer attribute) (TokenizerModel attribute) caseStrategy (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) CATEGORY (AnnotatorType attribute) chatTemplate (HasLlamaCppProperties attribute) (PromptAssembler attribute) check_for_required_info() (PushToHub method) choicesDelimiter (AlbertForMultipleChoice attribute) (BertForMultipleChoice attribute) (DistilBertForMultipleChoice attribute) (RoBertaForMultipleChoice attribute) CHUNK (AnnotatorType attribute) Chunk2Doc (class in sparknlp.annotator.chunk2_doc) chunkCol (Doc2Chunk attribute) ChunkEmbeddings (class in sparknlp.annotator.embeddings.chunk_embeddings) Chunker (class in sparknlp.annotator.chunker) chunkOverlap (DocumentCharacterTextSplitter attribute) chunkSize (DocumentCharacterTextSplitter attribute) ChunkTokenizer (class in sparknlp.annotator.token.chunk_tokenizer) ChunkTokenizerModel (class in sparknlp.annotator.token.chunk_tokenizer) classCount (ContextSpellCheckerApproach attribute) classes (ClassifierDLModel attribute) (ContextSpellCheckerModel attribute) (MultiClassifierDLModel attribute) (NerDLModel attribute) (SentimentDLModel attribute) 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) cleanAnnotations (EmbeddingsFinisher attribute) (Finisher attribute) (GraphFinisher attribute) Cleaner (class in sparknlp.annotator.cleaners.cleaner) cleanerMode (Cleaner attribute) cleanPostfixPattern (Cleaner attribute) cleanPrefixPattern (Cleaner attribute) cleanupMode (DocumentAssembler attribute) (MultiDocumentAssembler attribute) cleanupPatterns (Normalizer attribute) (NormalizerModel attribute) clearCache() (ResourceDownloader static method) CLIPForZeroShotClassification (class in sparknlp.annotator.cv.clip_for_zero_shot_classification) coalesceSentences (AlbertForQuestionAnswering attribute) (AlbertForSequenceClassification attribute) (AlbertForZeroShotClassification attribute) (BartForZeroShotClassification attribute) (BertForQuestionAnswering attribute) (BertForSequenceClassification attribute) (BertForZeroShotClassification attribute) (CamemBertForQuestionAnswering attribute) (CamemBertForSequenceClassification attribute) (CamemBertForZeroShotClassification attribute) (DeBertaForQuestionAnswering attribute) (DeBertaForSequenceClassification attribute) (DeBertaForZeroShotClassification attribute) (DistilBertForQuestionAnswering attribute) (DistilBertForSequenceClassification attribute) (DistilBertForZeroShotClassification attribute) (LanguageDetectorDL attribute) (LongformerForQuestionAnswering attribute) (LongformerForSequenceClassification attribute) (MPNetForSequenceClassification attribute) (RoBertaForQuestionAnswering attribute) (RoBertaForSequenceClassification attribute) (RoBertaForZeroShotClassification attribute) (XlmRoBertaForQuestionAnswering attribute) (XlmRoBertaForSequenceClassification attribute) (XlmRoBertaForZeroShotClassification attribute) (XlnetForSequenceClassification attribute) CoHereTransformer (class in sparknlp.annotator.seq2seq.cohere_transformer) CometLogger (class in sparknlp.logging.comet) compareLowcase (ContextSpellCheckerModel attribute) compoundCount (ContextSpellCheckerApproach attribute) configProtoBytes (AlbertEmbeddings attribute) (AlbertForQuestionAnswering attribute) (AlbertForSequenceClassification attribute) (AlbertForTokenClassification attribute) (AlbertForZeroShotClassification attribute) (BartForZeroShotClassification attribute) (BartTransformer attribute) (BertEmbeddings attribute) (BertForQuestionAnswering attribute) (BertForSequenceClassification attribute) (BertForTokenClassification attribute) (BertForZeroShotClassification attribute) (BertSentenceEmbeddings attribute) (BGEEmbeddings attribute) (BLIPForQuestionAnswering attribute) (CamemBertEmbeddings attribute) (CamemBertForQuestionAnswering attribute) (CamemBertForSequenceClassification attribute) (CamemBertForTokenClassification attribute) (CamemBertForZeroShotClassification attribute) (ClassifierDLModel attribute) (ClassifierEncoder attribute) (CLIPForZeroShotClassification attribute) (CoHereTransformer attribute) (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) (ConvNextForImageClassification attribute) (CPMTransformer attribute) (DeBertaEmbeddings attribute) (DeBertaForQuestionAnswering attribute) (DeBertaForSequenceClassification attribute) (DeBertaForTokenClassification attribute) (DeBertaForZeroShotClassification attribute) (DistilBertEmbeddings attribute) (DistilBertForQuestionAnswering attribute) (DistilBertForSequenceClassification attribute) (DistilBertForTokenClassification attribute) (DistilBertForZeroShotClassification attribute) (E5Embeddings attribute) (ElmoEmbeddings attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HubertForCTC attribute) (InstructorEmbeddings attribute) (JanusForMultiModal attribute) (LanguageDetectorDL attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (LongformerEmbeddings attribute) (LongformerForQuestionAnswering attribute) (LongformerForSequenceClassification attribute) (LongformerForTokenClassification attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (MPNetEmbeddings attribute) (MPNetForTokenClassification attribute) (MultiClassifierDLModel attribute) (NerDLApproach attribute) (NerDLModel attribute) (NLLBTransformer attribute) (NomicEmbeddings attribute) (OLMoTransformer attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (RoBertaEmbeddings attribute) (RoBertaForQuestionAnswering attribute) (RoBertaForSequenceClassification attribute) (RoBertaForTokenClassification attribute) (RoBertaForZeroShotClassification attribute) (RoBertaSentenceEmbeddings attribute) (SentimentDLModel attribute) (SpanBertCorefModel attribute) (StarCoderTransformer attribute) (SwinForImageClassification attribute) (T5Transformer attribute) (UniversalSentenceEncoder attribute) (VisionEncoderDecoderForImageCaptioning attribute) (ViTForImageClassification attribute) (Wav2Vec2ForCTC attribute) (WhisperForCTC attribute) (XlmRoBertaEmbeddings attribute) (XlmRoBertaForQuestionAnswering attribute) (XlmRoBertaForSequenceClassification attribute) (XlmRoBertaForTokenClassification attribute) (XlmRoBertaForZeroShotClassification attribute) (XlmRoBertaSentenceEmbeddings attribute) (XlnetEmbeddings attribute) (XlnetForSequenceClassification attribute) (XlnetForTokenClassification attribute) CoNLL (class in sparknlp.training.conll) conll2009 (TypedDependencyParserApproach attribute) conllFormat (TypedDependencyParserModel attribute) CoNLLGenerator (class in sparknlp.util) CoNLLU (class in sparknlp.training.conllu) conllU (DependencyParserApproach attribute) (TypedDependencyParserApproach attribute) contextChars (Tokenizer attribute) ContextSpellCheckerApproach (class in sparknlp.annotator.spell_check.context_spell_checker) ContextSpellCheckerModel (class in sparknlp.annotator.spell_check.context_spell_checker) contradictionIdParam (HasCandidateLabelsProperties attribute) ConvNextForImageClassification (class in sparknlp.annotator.cv.convnext_for_image_classification) copy() (Annotation method) (AnnotationAudio method) (AnnotationImage method) corpus (SymmetricDeleteApproach attribute) correctSymbols (ContextSpellCheckerModel attribute) CoverageResult (class in sparknlp.common.coverage_result) CPMTransformer (class in sparknlp.annotator.seq2seq.cpm_transformer) create_docs() (PushToHub method) cropPct (ConvNextForImageClassification attribute) csvDelimiter (TableAssembler attribute) customBounds (SentenceDetectorDLModel attribute) (SentenceDetectorParams attribute) customBoundsStrategy (SentenceDetectorParams attribute) D dashes (Cleaner attribute) database (EntityRulerModel attribute) databases (BigTextMatcherModel attribute) (WordEmbeddingsModel attribute) dataType() (Annotation static method) DATE (AnnotatorType attribute) 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) decrementMultiplier (SentimentDetector attribute) defaultDayWhenMissing (DateMatcherUtils attribute) defragmentationThreshold (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) deletesThreshold (SymmetricDeleteApproach attribute) delimiter (GraphExtraction attribute) (NGramGenerator attribute) (RegexMatcher attribute) DEPENDENCY (AnnotatorType attribute) DependencyParserApproach (class in sparknlp.annotator.dependency.dependency_parser) DependencyParserModel (class in sparknlp.annotator.dependency.dependency_parser) dependencyParserModel (GraphExtraction attribute) dependencyTreeBank (DependencyParserApproach attribute) detectLists (SentenceDetector attribute) dictionary (Lemmatizer attribute) (NorvigSweetingApproach attribute) (SentimentDetector attribute) (SymmetricDeleteApproach attribute) dimension (HasEmbeddingsProperties attribute) disableTokenIds (HasLlamaCppProperties attribute) DistilBertEmbeddings (class in sparknlp.annotator.embeddings.distil_bert_embeddings) DistilBertForMultipleChoice (class in sparknlp.annotator.classifier_dl.distilbert_for_multiple_choice) 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) DOC_SIMILARITY_RANKINGS (AnnotatorType attribute) DOCUMENT (AnnotatorType attribute) 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) doImageSplitting (SmolVLMTransformer attribute) doNormalize (HasAudioFeatureProperties attribute) (HasImageFeatureProperties attribute) doRescale (ConvNextForImageClassification attribute) (HasRescaleFactor attribute) doResize (HasImageFeatureProperties attribute) doSample (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) doubleVariants (NorvigSweetingApproach attribute) downloadModel() (ResourceDownloader static method) downloadModelDirectly() (ResourceDownloader static method) downloadPipeline() (ResourceDownloader static method) dropout (ClassifierDLApproach attribute) (NerDLApproach attribute) (SentimentDLApproach attribute) DUMMY (AnnotatorType attribute) dupsLimit (NorvigSweetingApproach attribute) (SymmetricDeleteApproach attribute) dynamicTemperatureExponent (HasLlamaCppProperties attribute) dynamicTemperatureRange (HasLlamaCppProperties attribute) E E5Embeddings (class in sparknlp.annotator.embeddings.e5_embeddings) echo (OpenAICompletion attribute) ElmoEmbeddings (class in sparknlp.annotator.embeddings.elmo_embeddings) email() (SparkNLPReader method) emailAddress (Extractor attribute) emailDateTimeTzPattern (Extractor attribute) embedding (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) EmbeddingsFinisher (class in sparknlp.base.embeddings_finisher) enableCaching (HasEnableCachingProperties attribute) enableCumulative (NGramGenerator attribute) enableInMemoryStorage (HasStorageOptions attribute) enableMemoryOptimizer (NerDLApproach attribute) enableOutputLogs (EvaluationDLParams attribute) enableRegexTokenizer (WordSegmenterApproach attribute) (WordSegmenterModel attribute) enableScore (SentimentDetector attribute) encoding (Cleaner attribute) (DocumentNormalizer attribute) end() (CometLogger method) engine (HasEngine attribute) entailmentIdParam (HasCandidateLabelsProperties attribute) entities (BigTextMatcher attribute) (NerApproach attribute) (TextMatcher attribute) ENTITY (AnnotatorType attribute) entityName (Date2Chunk attribute) EntityRulerApproach (class in sparknlp.annotator.er.entity_ruler) EntityRulerModel (class in sparknlp.annotator.er.entity_ruler) entityTypes (GraphExtraction attribute) entityValue (TextMatcher attribute) (TextMatcherModel attribute) epochs (ContextSpellCheckerApproach attribute) epochsNumber (SentenceDetectorDLApproach attribute) errorThreshold (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) escapeCsvDelimiter (TableAssembler attribute) EvaluationDLParams (class in sparknlp.annotator.param.evaluation_dl_params) evaluationLogExtended (EvaluationDLParams attribute) exceptions (Tokenizer attribute) (TokenizerModel attribute) exceptionsPath (Tokenizer attribute) explode_annotations_col() (in module sparknlp.functions) explodeEntities (GraphExtraction attribute) explodeSentences (SentenceDetectorDLApproach attribute) (SentenceDetectorDLModel attribute) (SentenceDetectorParams attribute) explodeSplits (DocumentCharacterTextSplitter attribute) (DocumentTokenSplitter attribute) exportConllFiles() (CoNLLGenerator static method) ExtendedJavaWrapper (class in sparknlp.internal.extended_java_wrapper) externalFeatures (NerCrfApproach attribute) ExternalResource() (in module sparknlp.common.utils) externalRules (RegexMatcher attribute) extractNearestNeighbor (DocumentSimilarityRankerFinisher attribute) Extractor (class in sparknlp.annotator.cleaners.extractor) extractorMode (Extractor attribute) extraWhitespace (Cleaner attribute) F failOnMissing (Doc2Chunk attribute) featureExtractorType (HasImageFeatureProperties attribute) featureLimit (ViveknSentimentApproach attribute) (ViveknSentimentModel attribute) featureSize (HasAudioFeatureProperties attribute) filter_by_annotations_col() (in module sparknlp.functions) finalRate (ContextSpellCheckerApproach attribute) Finisher (class in sparknlp.base.finisher) fit() (RecursiveEstimator method) flashAttention (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) formCol (Lemmatizer attribute) frequencyPenalty (HasLlamaCppProperties attribute) (OpenAICompletion attribute) frequencyPriority (NorvigSweetingApproach attribute) frequencyThreshold (SymmetricDeleteApproach attribute) (WordSegmenterApproach attribute) from_disk() (PretrainedPipeline static method) fromRow() (Annotation static method) fullAnnotate() (LightPipeline method) (PretrainedPipeline method) fullAnnotateImage() (LightPipeline method) (PretrainedPipeline method) G gamma (ContextSpellCheckerModel attribute) Gemma3ForMultiModal (class in sparknlp.annotator.cv.gemma3_for_multimodal) get_config_path() (in module sparknlp.util) getActivation() (HasClassifierActivationProperties method) getAmbiguityThreshold() (WordSegmenterApproach method) getBatchSize() (HasBatchedAnnotate method) (HasBatchedAnnotateAudio method) (HasBatchedAnnotateImage method) getCandidateLabels() (CLIPForZeroShotClassification method) getCaseSensitive() (HasCaseSensitiveProperties 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) getDataFrame() (ExtendedJavaWrapper method) getDimension() (HasEmbeddingsProperties method) getEnableCaching() (HasEnableCachingProperties method) getEnableInMemoryStorage() (HasStorageOptions method) getEngine() (HasEngine method) getExceptions() (Tokenizer method) getFrequencyThreshold() (WordSegmenterApproach method) getGraphFile() (TFNerDLGraphBuilder method) getGraphFolder() (TFNerDLGraphBuilder method) getHiddenUnitsNumber() (TFNerDLGraphBuilder method) getIgnoreUnsupported() (LightPipeline method) getIncludeStorage() (HasStorageOptions 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) getMaxSentenceLength() (HasMaxSentenceLengthLimit method) getMetadata() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) getMultilabel() (HasClassifierActivationProperties 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) getStoragePath() (HasStorage method) getStorageRef() (HasStorageRef method) getSuffixPattern() (Tokenizer method) getter_attrs (ParamsGettersSetters attribute) getUseCLSToken() (HasClsTokenProperties method) getVectors() (Doc2VecModel method) (Word2VecModel method) getWordClasses() (ContextSpellCheckerModel method) GPT2Transformer (class in sparknlp.annotator.seq2seq.gpt2_transformer) gpuSplitMode (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) grammar (HasLlamaCppProperties attribute) GraphExtraction (class in sparknlp.annotator.graph_extraction) graphFile (TFNerDLGraphBuilder attribute) GraphFinisher (class in sparknlp.base.graph_finisher) graphFolder (ContextSpellCheckerApproach attribute) (NerDLApproach attribute) (TFNerDLGraphBuilder attribute) grpAttnN (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) grpAttnW (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) H HasAudioFeatureProperties (class in sparknlp.common.properties) HasBatchedAnnotate (class in sparknlp.common.properties) HasBatchedAnnotateAudio (class in sparknlp.common.properties) HasBatchedAnnotateImage (class in sparknlp.common.properties) HasCandidateLabelsProperties (class in sparknlp.common.properties) HasCaseSensitiveProperties (class in sparknlp.common.properties) HasClassifierActivationProperties (class in sparknlp.common.properties) HasClsTokenProperties (class in sparknlp.common.properties) HasEmbeddingsProperties (class in sparknlp.common.properties) HasEnableCachingProperties (class in sparknlp.common.properties) HasEngine (class in sparknlp.common.properties) HasGeneratorProperties (class in sparknlp.common.properties) HasImageFeatureProperties (class in sparknlp.common.properties) HasLlamaCppProperties (class in sparknlp.common.properties) HasLongMaxSentenceLengthLimit (class in sparknlp.common.properties) HasMaxSentenceLengthLimit (class in sparknlp.common.properties) HasRecursiveFit (class in sparknlp.base.has_recursive_fit) HasRecursiveTransform (class in sparknlp.base.has_recursive_transform) HasRescaleFactor (class in sparknlp.common.properties) HasStorage (class in sparknlp.common.storage) HasStorageModel (class in sparknlp.common.storage) HasStorageOptions (class in sparknlp.common.storage) HasStorageRef (class in sparknlp.common.storage) hiddenUnitsNumber (TFNerDLGraphBuilder attribute) html() (SparkNLPReader method) HubertForCTC (class in sparknlp.annotator.audio.hubert_for_ctc) I idCol (DocumentAssembler attribute) (MultiDocumentAssembler attribute) identityRanking (DocumentSimilarityRankerApproach attribute) idsVocab (ContextSpellCheckerModel attribute) ignoreCase (Cleaner attribute) ignoreEntities (ZeroShotNerModel attribute) ignoreEos (HasLlamaCppProperties attribute) ignoreTokenIds (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) IMAGE (AnnotatorType attribute) ImageAssembler (class in sparknlp.base.image_assembler) imageGenerateMode (JanusForMultiModal attribute) imageMean (HasImageFeatureProperties attribute) imageStd (HasImageFeatureProperties attribute) imageToken (SmolVLMTransformer attribute) imageUrlPattern (Extractor attribute) importantFeatureRatio (ViveknSentimentApproach attribute) (ViveknSentimentModel attribute) impossiblePenultimates (SentenceDetectorDLApproach attribute) (SentenceDetectorDLModel attribute) includeAllConfidenceScores (NerDLApproach attribute) (NerDLModel attribute) includeConfidence (NerCrfApproach attribute) (NerCrfModel attribute) (NerDLApproach attribute) (NerDLModel attribute) includeEdges (GraphExtraction attribute) includeMetadata (Finisher attribute) includeStorage (HasStorageOptions attribute) incrementMultiplier (SentimentDetector attribute) index (Extractor attribute) infixes (RecursiveTokenizer attribute) infixPatterns (Tokenizer attribute) initialRate (ContextSpellCheckerApproach attribute) inputAnnotatorTypes (AlbertEmbeddings attribute) (AlbertForMultipleChoice attribute) (AlbertForQuestionAnswering attribute) (AlbertForSequenceClassification attribute) (AlbertForTokenClassification attribute) (AlbertForZeroShotClassification attribute) (AnnotatorProperties attribute) (AutoGGUFEmbeddings attribute) (AutoGGUFModel attribute) (AutoGGUFVisionModel attribute) (BartForZeroShotClassification attribute) (BartTransformer attribute) (BertEmbeddings attribute) (BertForMultipleChoice attribute) (BertForQuestionAnswering attribute) (BertForSequenceClassification attribute) (BertForTokenClassification attribute) (BertForZeroShotClassification attribute) (BertSentenceEmbeddings attribute) (BGEEmbeddings attribute) (BigTextMatcher attribute) (BigTextMatcherModel attribute) (BLIPForQuestionAnswering attribute) (CamemBertEmbeddings attribute) (CamemBertForQuestionAnswering attribute) (CamemBertForSequenceClassification attribute) (CamemBertForTokenClassification attribute) (CamemBertForZeroShotClassification attribute) (Chunk2Doc attribute) (ChunkEmbeddings attribute) (Chunker attribute) (ChunkTokenizer attribute) (ChunkTokenizerModel attribute) (ClassifierDLApproach attribute) (ClassifierDLModel attribute) (Cleaner attribute) (CLIPForZeroShotClassification attribute) (CoHereTransformer attribute) (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) (ConvNextForImageClassification attribute) (CPMTransformer attribute) (Date2Chunk attribute) (DateMatcher attribute) (DeBertaEmbeddings attribute) (DeBertaForQuestionAnswering attribute) (DeBertaForSequenceClassification attribute) (DeBertaForTokenClassification attribute) (DeBertaForZeroShotClassification attribute) (DependencyParserApproach attribute) (DependencyParserModel attribute) (DistilBertEmbeddings attribute) (DistilBertForMultipleChoice attribute) (DistilBertForQuestionAnswering attribute) (DistilBertForSequenceClassification attribute) (DistilBertForTokenClassification attribute) (DistilBertForZeroShotClassification attribute) (Doc2Chunk attribute) (Doc2VecApproach attribute) (Doc2VecModel attribute) (DocumentCharacterTextSplitter attribute) (DocumentNormalizer attribute) (DocumentSimilarityRankerApproach attribute) (DocumentSimilarityRankerModel attribute) (DocumentTokenSplitter attribute) (E5Embeddings attribute) (ElmoEmbeddings attribute) (EntityRulerApproach attribute) (EntityRulerModel attribute) (Extractor attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (GraphExtraction attribute) (HubertForCTC attribute) (InstructorEmbeddings attribute) (JanusForMultiModal attribute) (LanguageDetectorDL attribute) (Lemmatizer attribute) (LemmatizerModel attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (LongformerEmbeddings attribute) (LongformerForQuestionAnswering attribute) (LongformerForSequenceClassification attribute) (LongformerForTokenClassification attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (MPNetEmbeddings attribute) (MPNetForQuestionAnswering attribute) (MPNetForSequenceClassification attribute) (MPNetForTokenClassification attribute) (MultiClassifierDLApproach attribute) (MultiClassifierDLModel attribute) (MultiDateMatcher attribute) (MxbaiEmbeddings attribute) (NerConverter attribute) (NerCrfApproach attribute) (NerCrfModel attribute) (NerDLApproach attribute) (NerDLModel attribute) (NerOverwriter attribute) (NGramGenerator attribute) (NLLBTransformer attribute) (NomicEmbeddings attribute) (Normalizer attribute) (NormalizerModel attribute) (NorvigSweetingApproach attribute) (NorvigSweetingModel attribute) (OLMoTransformer attribute) (OpenAICompletion attribute) (OpenAIEmbeddings attribute) (PaliGemmaForMultiModal attribute) (PerceptronApproach attribute) (PerceptronModel attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (RecursiveTokenizer attribute) (RecursiveTokenizerModel attribute) (RegexMatcher attribute) (RegexMatcherModel attribute) (RegexTokenizer attribute) (RoBertaEmbeddings attribute) (RoBertaForMultipleChoice attribute) (RoBertaForQuestionAnswering attribute) (RoBertaForSequenceClassification attribute) (RoBertaForTokenClassification attribute) (RoBertaForZeroShotClassification attribute) (RoBertaSentenceEmbeddings attribute) (SentenceDetector attribute) (SentenceDetectorDLApproach attribute) (SentenceDetectorDLModel attribute) (SentenceEmbeddings attribute) (SentimentDetector attribute) (SentimentDetectorModel attribute) (SentimentDLApproach attribute) (SentimentDLModel attribute) (SmolVLMTransformer attribute) (SnowFlakeEmbeddings attribute) (SpanBertCorefModel attribute) (StarCoderTransformer attribute) (Stemmer attribute) (StopWordsCleaner attribute) (SwinForImageClassification attribute) (SymmetricDeleteApproach attribute) (SymmetricDeleteModel attribute) (T5Transformer attribute) (TableAssembler attribute) (TapasForQuestionAnswering attribute) (TextMatcher attribute) (TextMatcherModel attribute) (TFNerDLGraphBuilder attribute) (Token2Chunk attribute) (TokenAssembler attribute) (Tokenizer attribute) (TokenizerModel attribute) (TypedDependencyParserApproach attribute) (TypedDependencyParserModel attribute) (UAEEmbeddings attribute) (UniversalSentenceEncoder attribute) (VisionEncoderDecoderForImageCaptioning attribute) (ViTForImageClassification attribute) (ViveknSentimentApproach attribute) (ViveknSentimentModel attribute) (Wav2Vec2ForCTC attribute) (WhisperForCTC attribute) (Word2VecApproach attribute) (Word2VecModel attribute) (WordEmbeddings attribute) (WordEmbeddingsModel attribute) (WordSegmenterApproach attribute) (WordSegmenterModel attribute) (XlmRoBertaEmbeddings attribute) (XlmRoBertaForMultipleChoice attribute) (XlmRoBertaForQuestionAnswering attribute) (XlmRoBertaForSequenceClassification attribute) (XlmRoBertaForTokenClassification attribute) (XlmRoBertaForZeroShotClassification attribute) (XlmRoBertaSentenceEmbeddings attribute) (XlnetEmbeddings attribute) (XlnetForSequenceClassification attribute) (XlnetForTokenClassification attribute) (YakeKeywordExtraction attribute) (ZeroShotNerModel attribute) inputCol (AudioAssembler attribute) (DocumentAssembler attribute) (GraphFinisher attribute) (ImageAssembler attribute) (PromptAssembler attribute) inputCols (AnnotatorProperties attribute) (DocumentSimilarityRankerFinisher attribute) (EmbeddingsFinisher attribute) (Finisher attribute) (MultiDocumentAssembler attribute) (TFNerDLGraphBuilder attribute) inputColsValidation() (AnnotatorProperties method) (TFNerDLGraphBuilder method) inputFormat (TableAssembler attribute) inputFormats (DateMatcherUtils attribute) inputPrefix (HasLlamaCppProperties attribute) inputPrefixBos (HasLlamaCppProperties attribute) inputSuffix (HasLlamaCppProperties attribute) instruction (InstructorEmbeddings attribute) InstructorEmbeddings (class in sparknlp.annotator.embeddings.instructor_embeddings) intersections (NorvigSweetingApproach attribute) ipAddressNamePattern (Extractor attribute) ipAddressPattern (Extractor attribute) isArray (Doc2Chunk attribute) isLong (BertSentenceEmbeddings attribute) isMultilingual (WhisperForCTC attribute) J JanusForMultiModal (class in sparknlp.annotator.cv.janus_for_multimodal) K keepSeparators (DocumentCharacterTextSplitter attribute) L l2 (NerCrfApproach attribute) labelColumn (ClassifierEncoder attribute) (NerApproach attribute) (TFNerDLGraphBuilder attribute) LABELED_DEPENDENCY (AnnotatorType attribute) langId (MarianTransformer attribute) LANGUAGE (AnnotatorType attribute) language (Stemmer attribute) (WhisperForCTC attribute) LanguageDetectorDL (class in sparknlp.annotator.ld_dl.language_detector_dl) languageModelClasses (ContextSpellCheckerApproach attribute) languages (LanguageDetectorDL attribute) lazyAnnotator (AnnotatorProperties attribute) lemmaCol (Lemmatizer attribute) Lemmatizer (class in sparknlp.annotator.lemmatizer) LemmatizerModel (class in sparknlp.annotator.lemmatizer) LightPipeline (class in sparknlp.base.light_pipeline) list_of_tasks (PushToHub attribute) LLAMA2Transformer (class in sparknlp.annotator.seq2seq.llama2_transformer) LLAMA3Transformer (class in sparknlp.annotator.seq2seq.llama3_transformer) LLAVAForMultiModal (class in sparknlp.annotator.cv.llava_for_multimodal) load() (ZeroShotNerModel static method) loadDefaultStopWords() (StopWordsCleaner method) (YakeKeywordExtraction method) loadImagesAsBytes() (ImageAssembler class method) loadSavedModel() (AlbertEmbeddings static method) (AlbertForMultipleChoice static method) (AlbertForQuestionAnswering static method) (AlbertForSequenceClassification static method) (AlbertForTokenClassification static method) (AlbertForZeroShotClassification static method) (AutoGGUFEmbeddings static method) (AutoGGUFModel static method) (AutoGGUFVisionModel 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) (CoHereTransformer 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) (DistilBertForMultipleChoice static method) (DistilBertForQuestionAnswering static method) (DistilBertForSequenceClassification static method) (DistilBertForTokenClassification static method) (DistilBertForZeroShotClassification static method) (E5Embeddings static method) (ElmoEmbeddings static method) (Gemma3ForMultiModal static method) (GPT2Transformer static method) (HubertForCTC static method) (InstructorEmbeddings static method) (JanusForMultiModal static method) (LLAMA2Transformer static method) (LLAMA3Transformer static method) (LLAVAForMultiModal static method) (LongformerEmbeddings static method) (LongformerForQuestionAnswering static method) (LongformerForSequenceClassification static method) (LongformerForTokenClassification static method) (M2M100Transformer static method) (MarianTransformer static method) (MistralTransformer static method) (MLLamaForMultimodal static method) (MPNetEmbeddings static method) (MPNetForQuestionAnswering static method) (MPNetForSequenceClassification static method) (MPNetForTokenClassification static method) (MxbaiEmbeddings static method) (NLLBTransformer static method) (NomicEmbeddings static method) (OLMoTransformer static method) (PaliGemmaForMultiModal static method) (Phi2Transformer static method) (Phi3Transformer static method) (Phi3Vision static method) (Qwen2VLTransformer static method) (QwenTransformer static method) (RoBertaEmbeddings static method) (RoBertaForMultipleChoice static method) (RoBertaForQuestionAnswering static method) (RoBertaForSequenceClassification static method) (RoBertaForTokenClassification static method) (RoBertaForZeroShotClassification static method) (RoBertaSentenceEmbeddings static method) (SmolVLMTransformer 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) (XlmRoBertaForMultipleChoice 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) loadSP (UniversalSentenceEncoder attribute) loadStorage() (BigTextMatcherModel static method) (EntityRulerModel static method) (HasStorageModel static method) (WordEmbeddingsModel static method) loadStorages() (HasStorageModel static method) locale (StopWordsCleaner attribute) 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) logitBias (OpenAICompletion attribute) logprobs (OpenAICompletion attribute) 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) lookupCacheDynamicFilePath (HasLlamaCppProperties attribute) lookupCacheStaticFilePath (HasLlamaCppProperties attribute) lossEps (NerCrfApproach attribute) lowercase (Cleaner attribute) lowerCase (Doc2Chunk attribute) lowercase (DocumentNormalizer attribute) (Normalizer attribute) (NormalizerModel attribute) lr (ClassifierEncoder attribute) (NerDLApproach attribute) M M2M100Transformer (class in sparknlp.annotator.seq2seq.m2m100_transformer) mainGpu (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) 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) mapiIdPattern (Extractor attribute) MarianTransformer (class in sparknlp.annotator.seq2seq.marian_transformer) MATCH_ALL (MatchStrategy attribute) MATCH_COMPLETE (MatchStrategy attribute) MATCH_FIRST (MatchStrategy attribute) MatchStrategy (class in sparknlp.common.match_strategy) max_length_limit (HasLongMaxSentenceLengthLimit attribute) (HasMaxSentenceLengthLimit attribute) maxCandidates (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) maxEditDistance (SymmetricDeleteApproach attribute) maxEpochs (ClassifierEncoder attribute) (NerApproach attribute) maxImageSize (SmolVLMTransformer attribute) maxInputLength (Gemma3ForMultiModal attribute) (MarianTransformer attribute) maxIter (Doc2VecApproach attribute) (Word2VecApproach attribute) maxLength (Normalizer attribute) (RegexTokenizer attribute) (SentenceDetectorDLModel attribute) (SentenceDetectorParams attribute) (Tokenizer attribute) maxNewTokens (T5Transformer attribute) maxNGrams (YakeKeywordExtraction attribute) maxOutputLength (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) maxSegmentLength (SpanBertCorefModel attribute) maxSentenceLength (BartForZeroShotClassification attribute) (BLIPForQuestionAnswering attribute) (Doc2VecApproach attribute) (HasMaxSentenceLengthLimit attribute) (RoBertaForTokenClassification attribute) (RoBertaForZeroShotClassification attribute) (Word2VecApproach attribute) (XlmRoBertaForZeroShotClassification attribute) maxSentenceSize (GraphExtraction attribute) maxSentLen (ContextSpellCheckerApproach attribute) maxTokens (OpenAICompletion attribute) maxWindowLen (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) mergeEntities (GraphExtraction attribute) mergeEntitiesIOBFormat (GraphExtraction attribute) mergeOverlapping (BigTextMatcher attribute) (BigTextMatcherModel attribute) (TextMatcher attribute) (TextMatcherModel attribute) metadataCol (DocumentAssembler attribute) (MultiDocumentAssembler attribute) minCount (ContextSpellCheckerApproach attribute) (Doc2VecApproach attribute) (Word2VecApproach attribute) minEpochs (NerApproach attribute) minKeep (HasLlamaCppProperties attribute) minLength (Normalizer attribute) (RegexTokenizer attribute) (SentenceDetectorDLModel attribute) (SentenceDetectorParams attribute) (Tokenizer attribute) minNGrams (YakeKeywordExtraction attribute) minOutputLength (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) minP (HasLlamaCppProperties attribute) minSentenceSize (GraphExtraction attribute) minW (NerCrfApproach attribute) miroStat (HasLlamaCppProperties attribute) miroStatEta (HasLlamaCppProperties attribute) miroStatTau (HasLlamaCppProperties attribute) MistralTransformer (class in sparknlp.annotator.seq2seq.mistral_transformer) MLLamaForMultimodal (class in sparknlp.annotator.cv.mllama_for_multimodal) model (OpenAICompletion attribute) (OpenAIEmbeddings attribute) modelAlias (HasLlamaCppProperties attribute) modelArchitecture (SentenceDetectorDLApproach attribute) (SentenceDetectorDLModel attribute) modelDraft (HasLlamaCppProperties attribute) 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_multiple_choice 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.distilbert_for_multiple_choice 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_multiple_choice 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_multiple_choice 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.cleaners sparknlp.annotator.cleaners.cleaner sparknlp.annotator.cleaners.extractor 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.gemma3_for_multimodal sparknlp.annotator.cv.janus_for_multimodal sparknlp.annotator.cv.llava_for_multimodal sparknlp.annotator.cv.mllama_for_multimodal sparknlp.annotator.cv.paligemma_for_multimodal sparknlp.annotator.cv.phi3_vision_for_multimodal sparknlp.annotator.cv.qwen2vl_transformer sparknlp.annotator.cv.smolvlm_transformer 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.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.auto_gguf_vision_model sparknlp.annotator.seq2seq.bart_transformer sparknlp.annotator.seq2seq.cohere_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.olmo_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.enums sparknlp.reader.pdf_to_text 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.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) multilabel (HasClassifierActivationProperties attribute) MxbaiEmbeddings (class in sparknlp.annotator.embeddings.mxbai_embeddings) N n (NGramGenerator attribute) name (AlbertEmbeddings attribute) (AlbertForMultipleChoice attribute) (AlbertForQuestionAnswering attribute) (AlbertForSequenceClassification attribute) (AlbertForTokenClassification attribute) (AlbertForZeroShotClassification attribute) (AudioAssembler attribute) (AutoGGUFEmbeddings attribute) (AutoGGUFModel attribute) (AutoGGUFVisionModel attribute) (BartForZeroShotClassification attribute) (BartTransformer attribute) (BertEmbeddings attribute) (BertForMultipleChoice attribute) (BertForQuestionAnswering attribute) (BertForSequenceClassification attribute) (BertForTokenClassification attribute) (BertForZeroShotClassification attribute) (BertSentenceEmbeddings attribute) (BGEEmbeddings attribute) (BigTextMatcherModel attribute) (BLIPForQuestionAnswering attribute) (CamemBertEmbeddings attribute) (CamemBertForQuestionAnswering attribute) (CamemBertForSequenceClassification attribute) (CamemBertForTokenClassification attribute) (CamemBertForZeroShotClassification attribute) (Chunk2Doc attribute) (ChunkEmbeddings attribute) (Chunker attribute) (ChunkTokenizer attribute) (ChunkTokenizerModel attribute) (ClassifierDLModel attribute) (Cleaner attribute) (CLIPForZeroShotClassification attribute) (CoHereTransformer attribute) (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) (ConvNextForImageClassification attribute) (CPMTransformer attribute) (Date2Chunk attribute) (DateMatcher attribute) (DeBertaEmbeddings attribute) (DeBertaForQuestionAnswering attribute) (DeBertaForSequenceClassification attribute) (DeBertaForTokenClassification attribute) (DeBertaForZeroShotClassification attribute) (DependencyParserModel attribute) (DistilBertEmbeddings attribute) (DistilBertForMultipleChoice attribute) (DistilBertForQuestionAnswering attribute) (DistilBertForSequenceClassification attribute) (DistilBertForTokenClassification attribute) (DistilBertForZeroShotClassification attribute) (Doc2Chunk attribute) (Doc2VecModel attribute) (DocumentAssembler attribute) (DocumentSimilarityRankerFinisher attribute) (DocumentSimilarityRankerModel attribute) (E5Embeddings attribute) (ElmoEmbeddings attribute) (EmbeddingsFinisher attribute) (EntityRulerApproach attribute) (EntityRulerModel attribute) (Extractor attribute) (Finisher attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (GraphExtraction attribute) (GraphFinisher attribute) (HubertForCTC attribute) (ImageAssembler attribute) (InstructorEmbeddings attribute) (JanusForMultiModal attribute) (LanguageDetectorDL attribute) (LemmatizerModel attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (LongformerEmbeddings attribute) (LongformerForQuestionAnswering attribute) (LongformerForSequenceClassification attribute) (LongformerForTokenClassification attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (MPNetEmbeddings attribute) (MPNetForQuestionAnswering attribute) (MPNetForSequenceClassification attribute) (MPNetForTokenClassification attribute) (MultiClassifierDLModel attribute) (MultiDateMatcher attribute) (MultiDocumentAssembler attribute) (MxbaiEmbeddings attribute) (NerConverter attribute) (NerCrfModel attribute) (NerDLModel attribute) (NerOverwriter attribute) (NGramGenerator attribute) (NLLBTransformer attribute) (NomicEmbeddings attribute) (NormalizerModel attribute) (NorvigSweetingModel attribute) (OLMoTransformer attribute) (OpenAICompletion attribute) (OpenAIEmbeddings attribute) (PaliGemmaForMultiModal attribute) (PerceptronModel attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (PromptAssembler attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (RecursiveTokenizer attribute) (RecursiveTokenizerModel attribute) (RegexMatcherModel attribute) (RegexTokenizer attribute) (RoBertaEmbeddings attribute) (RoBertaForMultipleChoice attribute) (RoBertaForQuestionAnswering attribute) (RoBertaForSequenceClassification attribute) (RoBertaForTokenClassification attribute) (RoBertaForZeroShotClassification attribute) (RoBertaSentenceEmbeddings attribute) (SentenceDetector attribute) (SentenceDetectorDLApproach attribute) (SentenceDetectorDLModel attribute) (SentenceEmbeddings attribute) (SentimentDetectorModel attribute) (SentimentDLModel attribute) (SmolVLMTransformer attribute) (SnowFlakeEmbeddings attribute) (SpanBertCorefModel attribute) (StarCoderTransformer attribute) (Stemmer attribute) (StopWordsCleaner attribute) (SwinForImageClassification attribute) (SymmetricDeleteModel attribute) (T5Transformer attribute) (TableAssembler attribute) (TapasForQuestionAnswering attribute) (TextMatcherModel attribute) (Token2Chunk attribute) (TokenAssembler attribute) (Tokenizer attribute) (TokenizerModel attribute) (TypedDependencyParserModel attribute) (UAEEmbeddings attribute) (UniversalSentenceEncoder attribute) (VisionEncoderDecoderForImageCaptioning attribute) (ViTForImageClassification attribute) (ViveknSentimentModel attribute) (Wav2Vec2ForCTC attribute) (WhisperForCTC attribute) (Word2VecModel attribute) (WordEmbeddings attribute) (WordEmbeddingsModel attribute) (WordSegmenterApproach attribute) (WordSegmenterModel attribute) (XlmRoBertaEmbeddings attribute) (XlmRoBertaForMultipleChoice attribute) (XlmRoBertaForQuestionAnswering attribute) (XlmRoBertaForSequenceClassification attribute) (XlmRoBertaForTokenClassification attribute) (XlmRoBertaForZeroShotClassification attribute) (XlmRoBertaSentenceEmbeddings attribute) (XlnetEmbeddings attribute) (XlnetForSequenceClassification attribute) (XlnetForTokenClassification attribute) (YakeKeywordExtraction attribute) (ZeroShotNerModel attribute) NAMED_ENTITY (AnnotatorType attribute) nBatch (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nChunks (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nCtx (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nDraft (HasLlamaCppProperties attribute) negativeMultiplier (SentimentDetector attribute) NEGEX (AnnotatorType attribute) 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) nerHasNoSchema (NerConverter attribute) NerOverwriter (class in sparknlp.annotator.ner.ner_overwriter) nerWords (NerOverwriter attribute) new_java_array() (ExtendedJavaWrapper method) new_java_array_integer() (ExtendedJavaWrapper method) new_java_array_string() (ExtendedJavaWrapper method) new_java_obj() (ExtendedJavaWrapper method) newNerEntity (NerOverwriter attribute) nGpuLayers (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nGpuLayersDraft (HasLlamaCppProperties attribute) NGramGenerator (class in sparknlp.annotator.n_gram_generator) nIterations (PerceptronApproach attribute) (WordSegmenterApproach attribute) nKeep (HasLlamaCppProperties attribute) nKeywords (YakeKeywordExtraction attribute) NLLBTransformer (class in sparknlp.annotator.seq2seq.nllb_transformer) NODE (AnnotatorType attribute) noKvOffload (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) NomicEmbeddings (class in sparknlp.annotator.embeddings.nomic_embeddings) noRepeatNgramSize (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) 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) nPredict (HasLlamaCppProperties attribute) nProbs (HasLlamaCppProperties attribute) nReturnSequences (HasGeneratorProperties attribute) nSequences (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nThreads (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nThreadsBatch (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) nThreadsBatchDraft (HasLlamaCppProperties attribute) nThreadsDraft (HasLlamaCppProperties attribute) nUbatch (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) numaStrategy (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) numberOfCompletions (OpenAICompletion attribute) numberOfIterations (DependencyParserApproach attribute) (TypedDependencyParserApproach attribute) numberOfNeighbours (DocumentSimilarityRankerApproach attribute) numHashTables (DocumentSimilarityRankerApproach attribute) numOfParallelImages (JanusForMultiModal attribute) numPartitions (Doc2VecApproach attribute) (Word2VecApproach attribute) numTokens (DocumentTokenSplitter attribute) numVisionTokens (SmolVLMTransformer attribute) O OLMoTransformer (class in sparknlp.annotator.seq2seq.olmo_transformer) onlyPageNum (PdfToText attribute) OpenAICompletion (class in sparknlp.annotator.openai.openai_completion) OpenAIEmbeddings (class in sparknlp.annotator.openai.openai_embeddings) optionalInputAnnotatorTypes (AnnotatorProperties attribute) (EntityRulerApproach attribute) (EntityRulerModel attribute) (GraphExtraction attribute) outputAnnotatorType (AlbertEmbeddings attribute) (AlbertForMultipleChoice attribute) (AlbertForQuestionAnswering attribute) (AlbertForSequenceClassification attribute) (AlbertForTokenClassification attribute) (AlbertForZeroShotClassification attribute) (AnnotatorProperties attribute) (AnnotatorTransformer attribute) (AudioAssembler attribute) (AutoGGUFEmbeddings attribute) (AutoGGUFModel attribute) (AutoGGUFVisionModel attribute) (BartForZeroShotClassification attribute) (BartTransformer attribute) (BertEmbeddings attribute) (BertForMultipleChoice attribute) (BertForQuestionAnswering attribute) (BertForSequenceClassification attribute) (BertForTokenClassification attribute) (BertForZeroShotClassification attribute) (BertSentenceEmbeddings attribute) (BGEEmbeddings attribute) (BigTextMatcher attribute) (BigTextMatcherModel attribute) (BLIPForQuestionAnswering attribute) (CamemBertEmbeddings attribute) (CamemBertForQuestionAnswering attribute) (CamemBertForSequenceClassification attribute) (CamemBertForTokenClassification attribute) (CamemBertForZeroShotClassification attribute) (Chunk2Doc attribute) (ChunkEmbeddings attribute) (Chunker attribute) (ClassifierDLApproach attribute) (ClassifierDLModel attribute) (Cleaner attribute) (CLIPForZeroShotClassification attribute) (CoHereTransformer attribute) (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) (ConvNextForImageClassification attribute) (CPMTransformer attribute) (Date2Chunk attribute) (DateMatcher attribute) (DeBertaEmbeddings attribute) (DeBertaForQuestionAnswering attribute) (DeBertaForSequenceClassification attribute) (DeBertaForTokenClassification attribute) (DeBertaForZeroShotClassification attribute) (DependencyParserApproach attribute) (DependencyParserModel attribute) (DistilBertEmbeddings attribute) (DistilBertForMultipleChoice attribute) (DistilBertForQuestionAnswering attribute) (DistilBertForSequenceClassification attribute) (DistilBertForTokenClassification attribute) (DistilBertForZeroShotClassification attribute) (Doc2Chunk attribute) (Doc2VecApproach attribute) (Doc2VecModel attribute) (DocumentAssembler attribute) (DocumentCharacterTextSplitter attribute) (DocumentNormalizer attribute) (DocumentSimilarityRankerApproach attribute) (DocumentSimilarityRankerModel attribute) (DocumentTokenSplitter attribute) (E5Embeddings attribute) (ElmoEmbeddings attribute) (EntityRulerApproach attribute) (EntityRulerModel attribute) (Extractor attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (GraphExtraction attribute) (HubertForCTC attribute) (ImageAssembler attribute) (InstructorEmbeddings attribute) (JanusForMultiModal attribute) (LanguageDetectorDL attribute) (Lemmatizer attribute) (LemmatizerModel attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (LongformerEmbeddings attribute) (LongformerForQuestionAnswering attribute) (LongformerForSequenceClassification attribute) (LongformerForTokenClassification attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (MPNetEmbeddings attribute) (MPNetForQuestionAnswering attribute) (MPNetForSequenceClassification attribute) (MPNetForTokenClassification attribute) (MultiClassifierDLApproach attribute) (MultiClassifierDLModel attribute) (MultiDateMatcher attribute) (MultiDocumentAssembler attribute) (MxbaiEmbeddings attribute) (NerConverter attribute) (NerCrfApproach attribute) (NerCrfModel attribute) (NerDLApproach attribute) (NerDLModel attribute) (NerOverwriter attribute) (NGramGenerator attribute) (NLLBTransformer attribute) (NomicEmbeddings attribute) (Normalizer attribute) (NormalizerModel attribute) (NorvigSweetingApproach attribute) (NorvigSweetingModel attribute) (OLMoTransformer attribute) (OpenAICompletion attribute) (OpenAIEmbeddings attribute) (PaliGemmaForMultiModal attribute) (PerceptronApproach attribute) (PerceptronModel attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (PromptAssembler attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (RecursiveTokenizer attribute) (RecursiveTokenizerModel attribute) (RegexMatcher attribute) (RegexMatcherModel attribute) (RegexTokenizer attribute) (RoBertaEmbeddings attribute) (RoBertaForMultipleChoice attribute) (RoBertaForQuestionAnswering attribute) (RoBertaForSequenceClassification attribute) (RoBertaForTokenClassification attribute) (RoBertaForZeroShotClassification attribute) (RoBertaSentenceEmbeddings attribute) (SentenceDetector attribute) (SentenceDetectorDLApproach attribute) (SentenceDetectorDLModel attribute) (SentenceEmbeddings attribute) (SentimentDetector attribute) (SentimentDetectorModel attribute) (SentimentDLApproach attribute) (SentimentDLModel attribute) (SmolVLMTransformer attribute) (SnowFlakeEmbeddings attribute) (SpanBertCorefModel attribute) (StarCoderTransformer attribute) (Stemmer attribute) (StopWordsCleaner attribute) (SwinForImageClassification attribute) (SymmetricDeleteApproach attribute) (SymmetricDeleteModel attribute) (T5Transformer attribute) (TableAssembler attribute) (TextMatcher attribute) (TextMatcherModel attribute) (Token2Chunk attribute) (TokenAssembler attribute) (Tokenizer attribute) (TokenizerModel attribute) (TypedDependencyParserApproach attribute) (TypedDependencyParserModel attribute) (UAEEmbeddings attribute) (UniversalSentenceEncoder attribute) (VisionEncoderDecoderForImageCaptioning attribute) (ViTForImageClassification attribute) (ViveknSentimentApproach attribute) (ViveknSentimentModel attribute) (Wav2Vec2ForCTC attribute) (WhisperForCTC attribute) (Word2VecApproach attribute) (Word2VecModel attribute) (WordEmbeddings attribute) (WordEmbeddingsModel attribute) (WordSegmenterApproach attribute) (WordSegmenterModel attribute) (XlmRoBertaEmbeddings attribute) (XlmRoBertaForMultipleChoice attribute) (XlmRoBertaForQuestionAnswering attribute) (XlmRoBertaForSequenceClassification attribute) (XlmRoBertaForTokenClassification attribute) (XlmRoBertaForZeroShotClassification attribute) (XlmRoBertaSentenceEmbeddings attribute) (XlnetEmbeddings attribute) (XlnetForSequenceClassification attribute) (XlnetForTokenClassification attribute) (YakeKeywordExtraction attribute) (ZeroShotNerModel attribute) outputAsArray (Finisher attribute) (GraphFinisher attribute) outputAsVector (EmbeddingsFinisher attribute) outputCol (AnnotatorProperties attribute) (AudioAssembler attribute) (DocumentAssembler attribute) (GraphFinisher attribute) (ImageAssembler attribute) (PromptAssembler attribute) outputCols (DocumentSimilarityRankerFinisher attribute) (EmbeddingsFinisher attribute) (Finisher attribute) (MultiDocumentAssembler attribute) outputFormat (DateMatcherUtils attribute) outputLogsPath (EvaluationDLParams attribute) (SentenceDetectorDLApproach attribute) overallCoverage() (WordEmbeddingsModel static method) P paddingConstant (SmolVLMTransformer attribute) paddingSide (HasAudioFeatureProperties attribute) paddingValue (HasAudioFeatureProperties attribute) pageNumCol (PdfToText attribute) PaliGemmaForMultiModal (class in sparknlp.annotator.cv.paligemma_for_multimodal) ParamsGettersSetters (class in sparknlp.internal.params_getters_setters) parseEmbeddingsVectors (Finisher attribute) partitionNum (PdfToText attribute) patchSize (SmolVLMTransformer attribute) pattern (RegexTokenizer attribute) (WordSegmenterApproach attribute) (WordSegmenterModel attribute) patterns (DocumentNormalizer attribute) patternsAreRegex (DocumentCharacterTextSplitter attribute) patternsResource (EntityRulerApproach attribute) pdf() (SparkNLPReader method) PDF_LAYOUT_TEXT_STRIPPER (TextStripperType attribute) PDF_TEXT_STRIPPER (TextStripperType attribute) PdfToText (class in sparknlp.reader.pdf_to_text) penalizeNl (HasLlamaCppProperties attribute) penaltyPrompt (HasLlamaCppProperties attribute) perceptron (DependencyParserModel attribute) 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) Phi3Vision (class in sparknlp.annotator.cv.phi3_vision_for_multimodal) po (NerDLApproach attribute) policy (DocumentNormalizer attribute) poolingLayer (ElmoEmbeddings attribute) poolingStrategy (ChunkEmbeddings attribute) (MxbaiEmbeddings attribute) (SentenceEmbeddings attribute) (SnowFlakeEmbeddings attribute) (UAEEmbeddings attribute) poolingType (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) POS (AnnotatorType attribute) (class in sparknlp.training.pos) posCol (PerceptronApproach attribute) (WordSegmenterApproach attribute) positionalMask (RegexTokenizer attribute) positiveMultiplier (SentimentDetector attribute) (SentimentDetectorModel attribute) posModel (GraphExtraction attribute) ppt() (SparkNLPReader method) predictionThreshold (ZeroShotNerModel attribute) prefixes (RecursiveTokenizer attribute) prefixPattern (Tokenizer attribute) presencePenalty (HasLlamaCppProperties attribute) (OpenAICompletion attribute) preservePosition (NerConverter attribute) (RegexTokenizer attribute) (TokenAssembler attribute) pretrained() (AlbertEmbeddings static method) (AlbertForMultipleChoice static method) (AlbertForQuestionAnswering static method) (AlbertForSequenceClassification static method) (AlbertForTokenClassification static method) (AlbertForZeroShotClassification static method) (AutoGGUFEmbeddings static method) (AutoGGUFModel static method) (AutoGGUFVisionModel 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) (CoHereTransformer 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) (DistilBertForMultipleChoice static method) (DistilBertForQuestionAnswering static method) (DistilBertForSequenceClassification static method) (DistilBertForTokenClassification static method) (DistilBertForZeroShotClassification static method) (Doc2VecModel static method) (E5Embeddings static method) (ElmoEmbeddings static method) (EntityRulerModel static method) (Gemma3ForMultiModal static method) (GPT2Transformer static method) (HubertForCTC static method) (InstructorEmbeddings static method) (JanusForMultiModal static method) (LanguageDetectorDL static method) (LemmatizerModel static method) (LLAMA2Transformer static method) (LLAMA3Transformer static method) (LLAVAForMultiModal static method) (LongformerEmbeddings static method) (LongformerForQuestionAnswering static method) (LongformerForSequenceClassification static method) (LongformerForTokenClassification static method) (M2M100Transformer static method) (MarianTransformer static method) (MistralTransformer static method) (MLLamaForMultimodal 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) (OLMoTransformer static method) (PaliGemmaForMultiModal static method) (PerceptronModel static method) (Phi2Transformer static method) (Phi3Transformer static method) (Phi3Vision static method) (Qwen2VLTransformer static method) (QwenTransformer static method) (RoBertaEmbeddings static method) (RoBertaForMultipleChoice static method) (RoBertaForQuestionAnswering static method) (RoBertaForSequenceClassification static method) (RoBertaForTokenClassification static method) (RoBertaForZeroShotClassification static method) (RoBertaSentenceEmbeddings static method) (SentenceDetectorDLModel static method) (SentimentDLModel static method) (SmolVLMTransformer 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) (XlmRoBertaForMultipleChoice 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) printProgress() (in module sparknlp.pretrained.utils) PromptAssembler (class in sparknlp.base.prompt_assembler) pruneCorpus (ViveknSentimentApproach attribute) pSplit (HasLlamaCppProperties attribute) PubTator (class in sparknlp.training.pub_tator) push_to_hub() (PushToHub method) PushToHub (class in sparknlp.upload_to_hub) Q Qwen2VLTransformer (class in sparknlp.annotator.cv.qwen2vl_transformer) QwenTransformer (class in sparknlp.annotator.seq2seq.qwen_transformer) R randomSeed (ClassifierEncoder attribute) (NerApproach attribute) read() (AnnotatorJavaMLReadable class method) (in module sparknlp) ReadAs (class in sparknlp.common.read_as) readCacheSize (WordEmbeddings attribute) (WordEmbeddingsModel attribute) readDataset() (CoNLL method) (CoNLLU method) (POS method) (PubTator method) readJsonFile() (SpacyToAnnotation method) readMonthFirst (DateMatcherUtils attribute) 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) reductLimit (NorvigSweetingApproach attribute) RegexMatcher (class in sparknlp.annotator.matcher.regex_matcher) RegexMatcherModel (class in sparknlp.annotator.matcher.regex_matcher) regexParsers (Chunker attribute) RegexRule() (in module sparknlp.common.utils) RegexTokenizer (class in sparknlp.annotator.token.regex_tokenizer) relationshipTypes (GraphExtraction attribute) relaxedFactoryStrategy (DateMatcherUtils attribute) repeatLastN (HasLlamaCppProperties attribute) repeatPenalty (HasLlamaCppProperties attribute) repetitionPenalty (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) replaceEntities (NerOverwriter attribute) replacement (DocumentNormalizer attribute) resample (HasImageFeatureProperties attribute) rescaleFactor (ConvNextForImageClassification attribute) (HasRescaleFactor attribute) ResourceDownloader (class in sparknlp.pretrained.resource_downloader) returnAttentionMask (HasAudioFeatureProperties attribute) reverseMultiplier (SentimentDetector attribute) RoBertaEmbeddings (class in sparknlp.annotator.embeddings.roberta_embeddings) RoBertaForMultipleChoice (class in sparknlp.annotator.classifier_dl.roberta_for_multiple_choice) 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) rootTokens (GraphExtraction attribute) ropeFreqBase (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) ropeFreqScale (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) ropeScalingType (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) rules (RegexMatcher attribute) (TokenizerModel attribute) S samplers (HasLlamaCppProperties attribute) samplingRate (HasAudioFeatureProperties attribute) saveStorage() (HasStorageModel method) searchTrie (BigTextMatcherModel attribute) (TextMatcherModel attribute) seed (Doc2VecApproach attribute) (HasLlamaCppProperties attribute) (Word2VecApproach attribute) SENTENCE_EMBEDDINGS (AnnotatorType attribute) 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) sentenceMatch (EntityRulerApproach attribute) SENTIMENT (AnnotatorType attribute) sentimentCol (ViveknSentimentApproach attribute) 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) setActivation() (HasClassifierActivationProperties 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) (HasBatchedAnnotate method) (HasBatchedAnnotateAudio method) (HasBatchedAnnotateImage method) (NerDLApproach method) setBeamSize() (BartTransformer method) (CoHereTransformer method) (Gemma3ForMultiModal method) (HasGeneratorProperties method) (JanusForMultiModal method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (PaliGemmaForMultiModal method) (Phi3Vision method) (Qwen2VLTransformer method) (SmolVLMTransformer method) setBestModelMetric() (NerDLApproach method) setBestOf() (OpenAICompletion method) setBucketLength() (DocumentSimilarityRankerApproach method) setBuildFromTokens() (TextMatcher method) (TextMatcherModel method) setBullets() (Cleaner method) setC0() (NerCrfApproach method) setCache() (BartTransformer method) setCachePrompt() (HasLlamaCppProperties method) setCandidateLabels() (HasCandidateLabelsProperties method) setCaseSensitive() (BigTextMatcher method) (BigTextMatcherModel method) (HasCaseSensitiveProperties method) (NorvigSweetingApproach method) (StopWordsCleaner method) (TextMatcher method) setCaseSensitiveExceptions() (Tokenizer method) setCaseStrategy() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setChatTemplate() (HasLlamaCppProperties method) (PromptAssembler method) setChoicesDelimiter() (AlbertForMultipleChoice method) (BertForMultipleChoice method) (DistilBertForMultipleChoice method) (RoBertaForMultipleChoice method) setChunkCol() (Doc2Chunk method) setChunkOverlap() (DocumentCharacterTextSplitter method) setChunkSize() (DocumentCharacterTextSplitter method) setClassCount() (ContextSpellCheckerApproach method) setClasses() (ContextSpellCheckerModel method) setCleanAnnotations() (EmbeddingsFinisher method) (Finisher method) (GraphFinisher method) setCleanerMode() (Cleaner method) setCleanPostfixPattern() (Cleaner method) setCleanPrefixPattern() (Cleaner 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) (CoHereTransformer 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) (Gemma3ForMultiModal method) (GPT2Transformer method) (HubertForCTC method) (InstructorEmbeddings method) (JanusForMultiModal method) (LanguageDetectorDL method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (LongformerEmbeddings method) (LongformerForQuestionAnswering method) (LongformerForSequenceClassification method) (LongformerForTokenClassification method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (MPNetEmbeddings method) (MPNetForTokenClassification method) (MultiClassifierDLModel method) (NerDLApproach method) (NerDLModel method) (NLLBTransformer method) (NomicEmbeddings method) (OLMoTransformer method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (RoBertaEmbeddings method) (RoBertaForQuestionAnswering method) (RoBertaForSequenceClassification method) (RoBertaForTokenClassification method) (RoBertaForZeroShotClassification method) (RoBertaSentenceEmbeddings method) (SentimentDLModel method) (SmolVLMTransformer 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) setContradictionIdParam() (HasCandidateLabelsProperties method) setCorrectSymbols() (ContextSpellCheckerModel method) setCropPct() (ConvNextForImageClassification method) setCsvDelimiter() (TableAssembler method) setCustomBounds() (SentenceDetector method) (SentenceDetectorDLModel method) setCustomBoundsStrategy() (SentenceDetector method) setDashes() (Cleaner method) setDefaultDayWhenMissing() (DateMatcherUtils method) setDefragmentationThreshold() (AutoGGUFEmbeddings method) (HasLlamaCppProperties 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() (HasLlamaCppProperties method) setDoImageSplitting() (SmolVLMTransformer method) setDoNormalize() (HasAudioFeatureProperties method) (HasImageFeatureProperties method) setDoRescale() (ConvNextForImageClassification method) (HasRescaleFactor method) setDoResize() (HasImageFeatureProperties method) setDoSample() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setDoubleVariants() (NorvigSweetingApproach method) setDropout() (ClassifierDLApproach method) (NerDLApproach method) (SentimentDLApproach method) setDynamicTemperatureExponent() (HasLlamaCppProperties method) setDynamicTemperatureRange() (HasLlamaCppProperties method) setEcho() (OpenAICompletion method) setEmailAddress() (Extractor method) setEmailDateTimeTzPattern() (Extractor method) setEmbedding() (HasLlamaCppProperties method) setEnableCaching() (HasEnableCachingProperties method) setEnableCumulative() (NGramGenerator method) setEnableInMemoryStorage() (HasStorageOptions method) setEnableMemoryOptimizer() (NerDLApproach method) setEnableOutputLogs() (EvaluationDLParams method) setEnableRegexTokenizer() (WordSegmenterApproach method) (WordSegmenterModel method) setEncoding() (Cleaner method) (DocumentNormalizer method) setEntailmentIdParam() (HasCandidateLabelsProperties 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) setExtractorMode() (Extractor method) setExtraWhitespace() (Cleaner method) setFailOnMissing() (Doc2Chunk method) setFeatureExtractorType() (HasImageFeatureProperties method) setFeatureSize() (HasAudioFeatureProperties method) setFinalRate() (ContextSpellCheckerApproach method) setFlashAttention() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setFormCol() (Lemmatizer method) setFrequencyPenalty() (HasLlamaCppProperties method) (OpenAICompletion method) setFrequencyPriority() (NorvigSweetingApproach method) setFrequencyThreshold() (SymmetricDeleteApproach method) (WordSegmenterApproach method) setGamma() (ContextSpellCheckerModel method) setGpuSplitMode() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setGrammar() (HasLlamaCppProperties method) setGraphFile() (TFNerDLGraphBuilder method) setGraphFolder() (ContextSpellCheckerApproach method) (NerDLApproach method) (TFNerDLGraphBuilder method) setGrpAttnN() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setGrpAttnW() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setHiddenUnitsNumber() (TFNerDLGraphBuilder method) setIdCol() (DocumentAssembler method) (MultiDocumentAssembler method) setIdentityRanking() (DocumentSimilarityRankerApproach method) setIdsVocab() (ContextSpellCheckerModel method) setIgnoreCase() (Cleaner method) setIgnoreEos() (HasLlamaCppProperties method) setIgnoreTokenIds() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setIgnoreUnsupported() (LightPipeline method) setImageGenerateMode() (JanusForMultiModal method) setImageMean() (HasImageFeatureProperties method) setImageStd() (HasImageFeatureProperties method) setImageToken() (SmolVLMTransformer method) setImageUrlPattern() (Extractor 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) setIncludeStorage() (HasStorageOptions method) setIndex() (Extractor method) setInfixes() (RecursiveTokenizer method) setInfixPatterns() (Tokenizer method) setInitialRate() (ContextSpellCheckerApproach method) setInputCol() (AudioAssembler method) (DocumentAssembler method) (GraphFinisher method) (ImageAssembler method) (PdfToText method) (PromptAssembler method) setInputCols() (AnnotatorProperties method) (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (MultiDocumentAssembler method) (TFNerDLGraphBuilder method) setInputFormat() (TableAssembler method) setInputFormats() (DateMatcherUtils method) setInputPrefix() (HasLlamaCppProperties method) setInputPrefixBos() (HasLlamaCppProperties method) setInputSuffix() (HasLlamaCppProperties method) setInstruction() (InstructorEmbeddings method) setIpAddressNamePattern() (Extractor method) setIpAddressPattern() (Extractor 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() (HasLlamaCppProperties method) setLookupCacheStaticFilePath() (HasLlamaCppProperties method) setLoraAdapters() (HasLlamaCppProperties method) setLossEps() (NerCrfApproach method) setLowercase() (Cleaner method) setLowerCase() (Doc2Chunk method) setLowercase() (DocumentNormalizer method) (Normalizer method) setLr() (ClassifierEncoder method) (NerDLApproach method) setMainGpu() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setMapiIdPattern() (Extractor method) setMaxCandidates() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setMaxEditDistance() (SymmetricDeleteApproach method) setMaxEpochs() (ClassifierEncoder method) (NerApproach method) setMaxImageSize() (SmolVLMTransformer 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) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setMaxSegmentLength() (SpanBertCorefModel method) setMaxSentenceLength() (BartForZeroShotClassification method) (Doc2VecApproach method) (HasMaxSentenceLengthLimit method) (RoBertaForTokenClassification method) (RoBertaForZeroShotClassification method) (Word2VecApproach method) (XlmRoBertaForZeroShotClassification method) setMaxSentenceSize() (BLIPForQuestionAnswering method) (Gemma3ForMultiModal method) (GraphExtraction method) (JanusForMultiModal method) (LLAVAForMultiModal method) (MLLamaForMultimodal method) (PaliGemmaForMultiModal method) (Phi3Vision method) (Qwen2VLTransformer method) (SmolVLMTransformer 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() (HasLlamaCppProperties method) setMinLength() (Normalizer method) (RegexTokenizer method) (SentenceDetector method) (SentenceDetectorDLModel method) (Tokenizer method) setMinNGrams() (YakeKeywordExtraction method) setMinOutputLength() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setMinP() (HasLlamaCppProperties method) setMinSentenceSize() (GraphExtraction method) setMinW() (NerCrfApproach method) setMiroStat() (HasLlamaCppProperties method) setMiroStatEta() (HasLlamaCppProperties method) setMiroStatTau() (HasLlamaCppProperties method) setModel() (OpenAICompletion method) (OpenAIEmbeddings method) (SentenceDetectorDLApproach method) (SentenceDetectorDLModel method) setModelAlias() (HasLlamaCppProperties method) setModelDraft() (HasLlamaCppProperties method) setMultilabel() (HasClassifierActivationProperties method) setN() (NGramGenerator method) setNBatch() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNChunks() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNCtx() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNDraft() (HasLlamaCppProperties method) setNerHasNoSchema() (NerConverter method) setNerWords() (NerOverwriter method) setNewNerEntity() (NerOverwriter method) setNGpuLayers() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNGpuLayersDraft() (HasLlamaCppProperties method) setNIterations() (WordSegmenterApproach method) setNKeep() (HasLlamaCppProperties method) setNKeywords() (YakeKeywordExtraction method) setNoKvOffload() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNoRepeatNgramSize() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setNParallel() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNPredict() (HasLlamaCppProperties method) setNProbs() (HasLlamaCppProperties method) setNReturnSequences() (HasGeneratorProperties method) setNSequences() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNThreads() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNThreadsBatch() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNThreadsBatchDraft() (HasLlamaCppProperties method) setNThreadsDraft() (HasLlamaCppProperties method) setNUbatch() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNumaStrategy() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setNumberOfCompletions() (OpenAICompletion method) setNumberOfIterations() (DependencyParserApproach method) (TypedDependencyParserApproach method) setNumberOfNeighbours() (DocumentSimilarityRankerApproach method) setNumHashTables() (DocumentSimilarityRankerApproach method) setNumOfParallelImages() (JanusForMultiModal method) setNumPartitions() (Doc2VecApproach method) (Word2VecApproach method) setNumTokens() (DocumentTokenSplitter method) setNumVisionTokens() (SmolVLMTransformer method) setOnlyPageNum() (PdfToText method) setOutputAsArray() (Finisher method) (GraphFinisher method) setOutputAsVector() (EmbeddingsFinisher method) setOutputCol() (AnnotatorProperties method) (AudioAssembler method) (DocumentAssembler method) (GraphFinisher method) (ImageAssembler method) (PdfToText method) (PromptAssembler method) setOutputCols() (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (MultiDocumentAssembler method) setOutputFormat() (DateMatcherUtils method) setOutputLogsPath() (EvaluationDLParams method) (SentenceDetectorDLApproach method) setPaddingConstant() (SmolVLMTransformer method) setPaddingSide() (HasAudioFeatureProperties method) setPaddingValue() (HasAudioFeatureProperties method) setPageNumCol() (PdfToText method) setParams() (AnnotatorModel method) (AudioAssembler method) (Chunk2Doc method) (Doc2Chunk method) (DocumentAssembler method) (DocumentSimilarityRankerFinisher method) (EmbeddingsFinisher method) (Finisher method) (GraphFinisher method) (ImageAssembler method) (MultiDocumentAssembler method) (PromptAssembler method) (TokenAssembler method) setParamValue() (ParamsGettersSetters method) setParseEmbeddingsVectors() (Finisher method) setPartitionNum() (PdfToText method) setPatchSize() (SmolVLMTransformer method) setPattern() (RegexTokenizer method) (WordSegmenterApproach method) (WordSegmenterModel method) setPatterns() (DocumentNormalizer method) setPatternsAreRegex() (DocumentCharacterTextSplitter method) setPatternsResource() (EntityRulerApproach method) setPenalizeNl() (HasLlamaCppProperties method) setPenaltyPrompt() (HasLlamaCppProperties method) setPo() (NerDLApproach method) setPolicy() (DocumentNormalizer method) setPoolingLayer() (ElmoEmbeddings method) setPoolingStrategy() (ChunkEmbeddings method) (MxbaiEmbeddings method) (SentenceEmbeddings method) (SnowFlakeEmbeddings method) (UAEEmbeddings method) setPoolingType() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setPosColumn() (PerceptronApproach method) (WordSegmenterApproach method) setPositionalMask() (RegexTokenizer method) setPosModel() (GraphExtraction method) setPredictionThreshold() (ZeroShotNerModel method) setPrefixes() (RecursiveTokenizer method) setPrefixPattern() (Tokenizer method) setPresencePenalty() (HasLlamaCppProperties method) (OpenAICompletion method) setPreservePosition() (NerConverter method) (RegexTokenizer method) (TokenAssembler method) setPruneCorpus() (ViveknSentimentApproach method) setPSplit() (HasLlamaCppProperties 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() (HasLlamaCppProperties method) setRepeatPenalty() (HasLlamaCppProperties method) setRepetitionPenalty() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setReplaceEntities() (NerOverwriter method) setReplacement() (DocumentNormalizer method) setResample() (HasImageFeatureProperties method) setRescaleFactor() (ConvNextForImageClassification method) (HasRescaleFactor method) setReturnAttentionMask() (HasAudioFeatureProperties method) setRootTokens() (GraphExtraction method) setRopeFreqBase() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setRopeFreqScale() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setRopeScalingType() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setRules() (RegexMatcher method) setSamplers() (HasLlamaCppProperties method) setSamplingRate() (HasAudioFeatureProperties method) setSeed() (Doc2VecApproach method) (HasLlamaCppProperties method) (Word2VecApproach method) setSentenceMatch() (EntityRulerApproach method) setSentimentCol() (ViveknSentimentApproach method) setShortCircuit() (NorvigSweetingApproach method) setShufflePerEpoch() (MultiClassifierDLApproach method) setSimilarityMethod() (DocumentSimilarityRankerApproach method) setSize() (HasImageFeatureProperties method) setSkipOOV() (ChunkEmbeddings method) setSlangDictionary() (Normalizer method) setSort() (PdfToText method) setSourceLanguage() (DateMatcherUtils method) setSplitChars() (Tokenizer method) (TokenizerModel method) setSplitLength() (SentenceDetector method) (SentenceDetectorDLModel method) setSplitPage() (PdfToText 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() (HasLlamaCppProperties method) setStopTokenIds() (CoHereTransformer method) (LLAMA3Transformer method) (SmolVLMTransformer method) setStopWords() (StopWordsCleaner method) (YakeKeywordExtraction method) setStoragePath() (HasStorage method) setStorageRef() (HasStorageRef method) setStoreSplittedPdf() (PdfToText method) setStrategy() (RegexMatcher method) setStrip() (Cleaner method) setSuffix() (OpenAICompletion method) setSuffixes() (RecursiveTokenizer method) setSuffixPattern() (Tokenizer method) setSystemPrompt() (HasLlamaCppProperties method) setTargetPattern() (Tokenizer method) setTask() (BartTransformer method) (GPT2Transformer method) (HasGeneratorProperties method) (T5Transformer method) (WhisperForCTC method) setTemperature() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (HasLlamaCppProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (OpenAICompletion method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setTensorSplit() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setTestDataset() (EvaluationDLParams method) setTextCol() (ImageAssembler method) setTextGenre() (SpanBertCorefModel method) setTextPattern() (Extractor method) setTextStripper() (PdfToText method) setTfsZ() (HasLlamaCppProperties method) setTgtLang() (M2M100Transformer method) (NLLBTransformer method) setThreshold() (HasClassifierActivationProperties method) (LanguageDetectorDL method) (MultiClassifierDLApproach method) (MultiClassifierDLModel method) (SentimentDLApproach method) (SentimentDLModel method) (YakeKeywordExtraction method) setThresholdLabel() (LanguageDetectorDL method) (SentimentDLApproach method) (SentimentDLModel method) setTokenBias() (HasLlamaCppProperties method) setTokenIdBias() (HasLlamaCppProperties method) setTokenizer() (BigTextMatcher method) setTokenOverlap() (DocumentTokenSplitter method) setToLowercase() (RegexTokenizer method) (WordSegmenterApproach method) (WordSegmenterModel method) setTopK() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (HasLlamaCppProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setTopP() (BartTransformer method) (CoHereTransformer method) (CPMTransformer method) (Gemma3ForMultiModal method) (GPT2Transformer method) (HasGeneratorProperties method) (HasLlamaCppProperties method) (JanusForMultiModal method) (LLAMA2Transformer method) (LLAMA3Transformer method) (LLAVAForMultiModal method) (M2M100Transformer method) (MarianTransformer method) (MistralTransformer method) (MLLamaForMultimodal method) (NLLBTransformer method) (OLMoTransformer method) (OpenAICompletion method) (PaliGemmaForMultiModal method) (Phi2Transformer method) (Phi3Transformer method) (Phi3Vision method) (Qwen2VLTransformer method) (QwenTransformer method) (SmolVLMTransformer method) (StarCoderTransformer method) (T5Transformer method) setTradeoff() (ContextSpellCheckerApproach method) (ContextSpellCheckerModel method) setTrailingPunctuation() (Cleaner method) setTrimWhitespace() (DocumentCharacterTextSplitter method) (DocumentTokenSplitter method) (RegexTokenizer method) setTypedDependencyParserModel() (GraphExtraction method) setTypicalP() (HasLlamaCppProperties method) setUseAbbreviations() (SentenceDetector method) setUseBestModel() (NerDLApproach method) setUseCache() (T5Transformer method) setUseChatTemplate() (HasLlamaCppProperties method) setUseCLSToken() (HasClsTokenProperties method) setUseContrib() (NerDLApproach method) setUseCustomBoundsOnly() (SentenceDetector method) (SentenceDetectorDLModel method) setUseMlock() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setUseMmap() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setUser() (OpenAICompletion method) (OpenAIEmbeddings method) setUseStorage() (EntityRulerApproach method) setUsPhoneNumbersPattern() (Extractor 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) (HasLlamaCppProperties method) setYarnBetaFast() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setYarnBetaSlow() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setYarnExtFactor() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) setYarnOrigCtx() (AutoGGUFEmbeddings method) (HasLlamaCppProperties method) shortCircuit (NorvigSweetingApproach attribute) showAvailableAnnotators() (ResourceDownloader static method) showPublicModels() (ResourceDownloader static method) showPublicPipelines() (ResourceDownloader static method) showUnCategorizedResources() (ResourceDownloader static method) shufflePerEpoch (MultiClassifierDLApproach attribute) similarityMethod (DocumentSimilarityRankerApproach attribute) size (HasImageFeatureProperties attribute) skipOOV (ChunkEmbeddings attribute) slangDictionary (Normalizer attribute) slangMatchCase (Normalizer attribute) (NormalizerModel attribute) SmolVLMTransformer (class in sparknlp.annotator.cv.smolvlm_transformer) SnowFlakeEmbeddings (class in sparknlp.annotator.embeddings.snowflake_embeddings) sort (PdfToText attribute) sourceLanguage (DateMatcherUtils attribute) SpacyToAnnotation (class in sparknlp.training.spacy_to_annotation) SpanBertCorefModel (class in sparknlp.annotator.coref.spanbert_coref) SPARK (ReadAs attribute) spark_version() (ExtendedJavaWrapper method) 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_multiple_choice 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.distilbert_for_multiple_choice 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_multiple_choice 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_multiple_choice 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.cleaners module sparknlp.annotator.cleaners.cleaner module sparknlp.annotator.cleaners.extractor 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.gemma3_for_multimodal module sparknlp.annotator.cv.janus_for_multimodal module sparknlp.annotator.cv.llava_for_multimodal module sparknlp.annotator.cv.mllama_for_multimodal module sparknlp.annotator.cv.paligemma_for_multimodal module sparknlp.annotator.cv.phi3_vision_for_multimodal module sparknlp.annotator.cv.qwen2vl_transformer module sparknlp.annotator.cv.smolvlm_transformer 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.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.auto_gguf_vision_model module sparknlp.annotator.seq2seq.bart_transformer module sparknlp.annotator.seq2seq.cohere_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.olmo_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.enums module sparknlp.reader.pdf_to_text 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.upload_to_hub module sparknlp.util module SparkNLPReader (class in sparknlp.reader.sparknlp_reader) splitChars (Tokenizer attribute) (TokenizerModel attribute) splitLength (SentenceDetectorDLModel attribute) (SentenceDetectorParams attribute) splitPage (PdfToText attribute) splitPattern (Tokenizer attribute) (TokenizerModel attribute) splitPatterns (DocumentCharacterTextSplitter attribute) srcLang (M2M100Transformer attribute) (NLLBTransformer attribute) StarCoderTransformer (class in sparknlp.annotator.seq2seq.starcoder_transformer) start() (in module sparknlp) startCol (Doc2Chunk attribute) startColByTokenIndex (Doc2Chunk attribute) Stemmer (class in sparknlp.annotator.stemmer) stepSize (Doc2VecApproach attribute) (Word2VecApproach attribute) stop (OpenAICompletion attribute) stopAtEos (T5Transformer attribute) stopStrings (HasLlamaCppProperties attribute) stopTokenIds (CoHereTransformer attribute) (LLAMA3Transformer attribute) (SmolVLMTransformer attribute) stopWords (StopWordsCleaner attribute) (YakeKeywordExtraction attribute) StopWordsCleaner (class in sparknlp.annotator.stop_words_cleaner) storagePath (HasStorage attribute) storageRef (HasStorageRef attribute) storeSplittedPdf (PdfToText attribute) strategy (RegexMatcher attribute) strip (Cleaner attribute) suffix (OpenAICompletion attribute) suffixes (RecursiveTokenizer attribute) suffixPattern (Tokenizer attribute) 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) systemPrompt (HasLlamaCppProperties attribute) T T5Transformer (class in sparknlp.annotator.seq2seq.t5_transformer) TABLE (AnnotatorType attribute) TableAssembler (class in sparknlp.base.table_assembler) TapasForQuestionAnswering (class in sparknlp.annotator.classifier_dl.tapas_for_question_answering) targetPattern (Tokenizer attribute) (TokenizerModel attribute) task (BartTransformer attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (T5Transformer attribute) temperature (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (HasLlamaCppProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (OpenAICompletion attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) tensorSplit (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) testDataset (EvaluationDLParams attribute) TEXT (ReadAs attribute) textCol (ImageAssembler attribute) textGenre (SpanBertCorefModel attribute) TextMatcher (class in sparknlp.annotator.matcher.text_matcher) TextMatcherModel (class in sparknlp.annotator.matcher.text_matcher) textPattern (Extractor attribute) textStripper (PdfToText attribute) TextStripperType (class in sparknlp.reader.enums) TFNerDLGraphBuilder (class in sparknlp.annotator.tf_ner_dl_graph_builder) TFNerDLGraphBuilderModel (class in sparknlp.annotator.tf_ner_dl_graph_builder) tfsZ (HasLlamaCppProperties attribute) tgtLang (M2M100Transformer attribute) (NLLBTransformer attribute) threshold (HasClassifierActivationProperties attribute) (LanguageDetectorDL attribute) (MultiClassifierDLApproach attribute) (MultiClassifierDLModel attribute) (SentimentDLApproach attribute) (SentimentDLModel attribute) (YakeKeywordExtraction attribute) thresholdLabel (LanguageDetectorDL attribute) (SentimentDLApproach attribute) (SentimentDLModel attribute) TOKEN (AnnotatorType attribute) Token2Chunk (class in sparknlp.annotator.token2_chunk) TokenAssembler (class in sparknlp.base.token_assembler) tokenizer (BigTextMatcher attribute) Tokenizer (class in sparknlp.annotator.token.tokenizer) TokenizerModel (class in sparknlp.annotator.token.tokenizer) tokenOverlap (DocumentTokenSplitter attribute) toLowercase (RegexTokenizer attribute) (WordSegmenterApproach attribute) (WordSegmenterModel attribute) topK (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (HasLlamaCppProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) topP (BartTransformer attribute) (CoHereTransformer attribute) (CPMTransformer attribute) (Gemma3ForMultiModal attribute) (GPT2Transformer attribute) (HasGeneratorProperties attribute) (HasLlamaCppProperties attribute) (JanusForMultiModal attribute) (LLAMA2Transformer attribute) (LLAMA3Transformer attribute) (LLAVAForMultiModal attribute) (M2M100Transformer attribute) (MarianTransformer attribute) (MistralTransformer attribute) (MLLamaForMultimodal attribute) (NLLBTransformer attribute) (OLMoTransformer attribute) (OpenAICompletion attribute) (PaliGemmaForMultiModal attribute) (Phi2Transformer attribute) (Phi3Transformer attribute) (Phi3Vision attribute) (Qwen2VLTransformer attribute) (QwenTransformer attribute) (SmolVLMTransformer attribute) (StarCoderTransformer attribute) (T5Transformer attribute) toRow() (Annotation static method) tradeoff (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) trailingPunctuation (Cleaner attribute) trainDependencyPipe (TypedDependencyParserModel attribute) trainOptions (TypedDependencyParserModel attribute) trainParameters (TypedDependencyParserModel attribute) transform() (LightPipeline method) (PretrainedPipeline method) transform_recursive() (RecursiveTransformer method) trimWhitespace (DocumentCharacterTextSplitter attribute) (DocumentTokenSplitter attribute) (RegexTokenizer attribute) txt() (SparkNLPReader method) TypedDependencyParserApproach (class in sparknlp.annotator.dependency.typed_dependency_parser) TypedDependencyParserModel (class in sparknlp.annotator.dependency.typed_dependency_parser) typedDependencyParserModel (GraphExtraction attribute) typicalP (HasLlamaCppProperties attribute) U UAEEmbeddings (class in sparknlp.annotator.embeddings.uae_embeddings) unimportantFeatureStep (ViveknSentimentApproach attribute) (ViveknSentimentModel attribute) UniversalSentenceEncoder (class in sparknlp.annotator.embeddings.universal_sentence_encoder) unzip_directory() (PushToHub method) updateRegexClass() (ContextSpellCheckerModel method) updateVocabClass() (ContextSpellCheckerModel method) useAbbreviations (SentenceDetectorParams attribute) useBestModel (NerDLApproach attribute) useCache (BartTransformer attribute) (T5Transformer attribute) useChatTemplate (HasLlamaCppProperties attribute) useCLSToken (HasClsTokenProperties attribute) useContrib (NerDLApproach attribute) useCustomBoundsOnly (SentenceDetectorDLModel attribute) (SentenceDetectorParams attribute) useMlock (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) useMmap (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) user (OpenAICompletion attribute) (OpenAIEmbeddings attribute) useStorage (EntityRulerApproach attribute) usPhoneNumbersPattern (Extractor attribute) V validationFraction (ContextSpellCheckerApproach attribute) validationSplit (EvaluationDLParams attribute) (SentenceDetectorDLApproach attribute) valueSplitSymbol (Finisher attribute) vectorSize (Doc2VecApproach attribute) (Doc2VecModel attribute) (Word2VecApproach attribute) (Word2VecModel attribute) verbose (EvaluationDLParams attribute) (NerCrfApproach attribute) version() (in module sparknlp) visibleDistances (DocumentSimilarityRankerApproach attribute) 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) vocabFreq (ContextSpellCheckerModel attribute) vocabIds (ContextSpellCheckerModel attribute) vowelSwapLimit (NorvigSweetingApproach attribute) W Wav2Vec2ForCTC (class in sparknlp.annotator.audio.wav2vec2_for_ctc) weightedDistPath (ContextSpellCheckerApproach attribute) WhisperForCTC (class in sparknlp.annotator.audio.whisper_for_ctc) whiteList (NerConverter attribute) whitelist (RecursiveTokenizer attribute) windowSize (Doc2VecApproach attribute) (Word2VecApproach attribute) (YakeKeywordExtraction attribute) withCoverageColumn() (WordEmbeddingsModel static method) Word2VecApproach (class in sparknlp.annotator.embeddings.word2vec) Word2VecModel (class in sparknlp.annotator.embeddings.word2vec) WORD_EMBEDDINGS (AnnotatorType attribute) WordEmbeddings (class in sparknlp.annotator.embeddings.word_embeddings) WordEmbeddingsModel (class in sparknlp.annotator.embeddings.word_embeddings) wordMaxDistance (ContextSpellCheckerApproach attribute) (ContextSpellCheckerModel attribute) WORDPIECE (AnnotatorType attribute) WordSegmenterApproach (class in sparknlp.annotator.ws.word_segmenter) WordSegmenterModel (class in sparknlp.annotator.ws.word_segmenter) wordSizeIgnore (NorvigSweetingApproach attribute) writeBufferSize (WordEmbeddings attribute) X XlmRoBertaEmbeddings (class in sparknlp.annotator.embeddings.xlm_roberta_embeddings) XlmRoBertaForMultipleChoice (class in sparknlp.annotator.classifier_dl.xlm_roberta_for_multiple_choice) 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) xls() (SparkNLPReader method) Y YakeKeywordExtraction (class in sparknlp.annotator.keyword_extraction.yake_keyword_extraction) yarnAttnFactor (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) yarnBetaFast (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) yarnBetaSlow (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) yarnExtFactor (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) yarnOrigCtx (AutoGGUFEmbeddings attribute) (HasLlamaCppProperties attribute) Z ZeroShotNerModel (class in sparknlp.annotator.ner.zero_shot_ner_model) zip_directory() (PushToHub method)