Python Module Index s s 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.florence2_transformer sparknlp.annotator.cv.gemma3_for_multimodal sparknlp.annotator.cv.internvl_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.dataframe_optimizer sparknlp.annotator.date2_chunk sparknlp.annotator.dependency sparknlp.annotator.dependency.dependency_parser sparknlp.annotator.dependency.typed_dependency_parser sparknlp.annotator.document_character_text_splitter sparknlp.annotator.document_normalizer sparknlp.annotator.document_token_splitter sparknlp.annotator.document_token_splitter_test sparknlp.annotator.embeddings sparknlp.annotator.embeddings.albert_embeddings sparknlp.annotator.embeddings.auto_gguf_embeddings sparknlp.annotator.embeddings.bert_embeddings sparknlp.annotator.embeddings.bert_sentence_embeddings sparknlp.annotator.embeddings.bge_embeddings sparknlp.annotator.embeddings.camembert_embeddings sparknlp.annotator.embeddings.chunk_embeddings sparknlp.annotator.embeddings.deberta_embeddings sparknlp.annotator.embeddings.distil_bert_embeddings sparknlp.annotator.embeddings.doc2vec sparknlp.annotator.embeddings.e5_embeddings sparknlp.annotator.embeddings.e5v_embeddings sparknlp.annotator.embeddings.elmo_embeddings sparknlp.annotator.embeddings.instructor_embeddings sparknlp.annotator.embeddings.longformer_embeddings sparknlp.annotator.embeddings.minilm_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_reranker 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.phi4_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.partition sparknlp.partition.partition sparknlp.partition.partition_properties sparknlp.partition.partition_transformer 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.reader2doc sparknlp.reader.reader2table sparknlp.reader.sparknlp_reader sparknlp.training sparknlp.training.conll sparknlp.training.conllu sparknlp.training.pos sparknlp.training.pub_tator sparknlp.training.spacy_to_annotation sparknlp.training.tfgraphs sparknlp.upload_to_hub sparknlp.util
