All modules for which code is available

• sparknlp
• sparknlp.annotation
• sparknlp.annotation_audio
• sparknlp.annotation_image
• 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.albert_for_question_answering
• sparknlp.annotator.classifier_dl.albert_for_sequence_classification
• sparknlp.annotator.classifier_dl.albert_for_token_classification
• sparknlp.annotator.classifier_dl.albert_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.bart_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.bert_for_multiple_choice
• sparknlp.annotator.classifier_dl.bert_for_question_answering
• sparknlp.annotator.classifier_dl.bert_for_sequence_classification
• sparknlp.annotator.classifier_dl.bert_for_token_classification
• sparknlp.annotator.classifier_dl.bert_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.camembert_for_question_answering
• sparknlp.annotator.classifier_dl.camembert_for_sequence_classification
• sparknlp.annotator.classifier_dl.camembert_for_token_classification
• sparknlp.annotator.classifier_dl.camembert_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.classifier_dl
• sparknlp.annotator.classifier_dl.deberta_for_question_answering
• sparknlp.annotator.classifier_dl.deberta_for_sequence_classification
• sparknlp.annotator.classifier_dl.deberta_for_token_classification
• sparknlp.annotator.classifier_dl.deberta_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.distil_bert_for_question_answering
• sparknlp.annotator.classifier_dl.distil_bert_for_sequence_classification
• sparknlp.annotator.classifier_dl.distil_bert_for_token_classification
• sparknlp.annotator.classifier_dl.distil_bert_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.longformer_for_question_answering
• sparknlp.annotator.classifier_dl.longformer_for_sequence_classification
• sparknlp.annotator.classifier_dl.longformer_for_token_classification
• sparknlp.annotator.classifier_dl.mpnet_for_question_answering
• sparknlp.annotator.classifier_dl.mpnet_for_sequence_classification
• sparknlp.annotator.classifier_dl.mpnet_for_token_classification
• sparknlp.annotator.classifier_dl.multi_classifier_dl
• sparknlp.annotator.classifier_dl.roberta_for_question_answering
• sparknlp.annotator.classifier_dl.roberta_for_sequence_classification
• sparknlp.annotator.classifier_dl.roberta_for_token_classification
• sparknlp.annotator.classifier_dl.roberta_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.sentiment_dl
• sparknlp.annotator.classifier_dl.tapas_for_question_answering
• sparknlp.annotator.classifier_dl.xlm_roberta_for_question_answering
• sparknlp.annotator.classifier_dl.xlm_roberta_for_sequence_classification
• sparknlp.annotator.classifier_dl.xlm_roberta_for_token_classification
• sparknlp.annotator.classifier_dl.xlm_roberta_for_zero_shot_classification
• sparknlp.annotator.classifier_dl.xlnet_for_sequence_classification
• sparknlp.annotator.classifier_dl.xlnet_for_token_classification
• sparknlp.annotator.coref.spanbert_coref
• sparknlp.annotator.cv.clip_for_zero_shot_classification
• sparknlp.annotator.cv.convnext_for_image_classification
• sparknlp.annotator.cv.swin_for_image_classification
• sparknlp.annotator.cv.vision_encoder_decoder_for_image_captioning
• sparknlp.annotator.cv.vit_for_image_classification
• sparknlp.annotator.date2_chunk
• sparknlp.annotator.dependency.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.albert_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.entity_ruler
• sparknlp.annotator.graph_extraction
• sparknlp.annotator.keyword_extraction.yake_keyword_extraction
• sparknlp.annotator.ld_dl.language_detector_dl
• sparknlp.annotator.lemmatizer
• 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.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.openai_completion
• sparknlp.annotator.openai.openai_embeddings
• sparknlp.annotator.param.classifier_encoder
• sparknlp.annotator.param.evaluation_dl_params
• sparknlp.annotator.pos.perceptron
• sparknlp.annotator.sentence.sentence_detector
• sparknlp.annotator.sentence.sentence_detector_dl
• sparknlp.annotator.sentiment.sentiment_detector
• sparknlp.annotator.sentiment.vivekn_sentiment
• sparknlp.annotator.seq2seq.auto_gguf_model
• sparknlp.annotator.seq2seq.bart_transformer
• sparknlp.annotator.seq2seq.cpm_transformer
• sparknlp.annotator.seq2seq.gpt2_transformer
• sparknlp.annotator.seq2seq.llama2_transformer
• sparknlp.annotator.seq2seq.llama3_transformer
• sparknlp.annotator.seq2seq.m2m100_transformer
• sparknlp.annotator.seq2seq.marian_transformer
• sparknlp.annotator.seq2seq.mistral_transformer
• sparknlp.annotator.seq2seq.nllb_transformer
• sparknlp.annotator.seq2seq.phi2_transformer
• sparknlp.annotator.seq2seq.phi3_transformer
• sparknlp.annotator.seq2seq.qwen_transformer
• sparknlp.annotator.seq2seq.starcoder_transformer
• sparknlp.annotator.seq2seq.t5_transformer
• sparknlp.annotator.similarity.document_similarity_ranker
• 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.chunk_tokenizer
• sparknlp.annotator.token.recursive_tokenizer
• sparknlp.annotator.token.regex_tokenizer
• sparknlp.annotator.token.tokenizer
• sparknlp.annotator.token2_chunk
• sparknlp.annotator.ws.word_segmenter
• 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.annotator_approach
• sparknlp.common.annotator_model
• sparknlp.common.annotator_properties
• sparknlp.common.match_strategy
• sparknlp.common.properties
• sparknlp.common.read_as
• sparknlp.common.recursive_annotator_approach
• sparknlp.common.utils
• sparknlp.functions
• sparknlp.internal.annotator_java_ml
• sparknlp.internal.annotator_transformer
• sparknlp.internal.extended_java_wrapper
• sparknlp.internal.params_getters_setters
• sparknlp.internal.recursive
• sparknlp.logging.comet
• sparknlp.pretrained.pretrained_pipeline
• sparknlp.pretrained.resource_downloader
• sparknlp.training.conll
• sparknlp.training.conllu
• sparknlp.training.pos
• sparknlp.training.pub_tator
• sparknlp.training.spacy_to_annotation