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  • sparknlp.annotator.audio
    • sparknlp.annotator.audio.hubert_for_ctc
    • sparknlp.annotator.audio.wav2vec2_for_ctc
    • sparknlp.annotator.audio.whisper_for_ctc
  • 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.dependency
    • sparknlp.annotator.dependency.dependency_parser
    • sparknlp.annotator.dependency.typed_dependency_parser
  • 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.keyword_extraction
    • sparknlp.annotator.keyword_extraction.yake_keyword_extraction
  • sparknlp.annotator.ld_dl
    • sparknlp.annotator.ld_dl.language_detector_dl
  • 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.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.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.token
    • sparknlp.annotator.token.chunk_tokenizer
    • sparknlp.annotator.token.recursive_tokenizer
    • sparknlp.annotator.token.regex_tokenizer
    • sparknlp.annotator.token.tokenizer
  • sparknlp.annotator.ws
    • sparknlp.annotator.ws.word_segmenter
  • sparknlp.annotator.chunk2_doc
  • sparknlp.annotator.chunker
  • sparknlp.annotator.dataframe_optimizer
  • sparknlp.annotator.date2_chunk
  • sparknlp.annotator.document_character_text_splitter
  • sparknlp.annotator.document_normalizer
  • sparknlp.annotator.document_token_splitter
  • sparknlp.annotator.document_token_splitter_test
  • sparknlp.annotator.graph_extraction
  • sparknlp.annotator.lemmatizer
  • sparknlp.annotator.n_gram_generator
  • sparknlp.annotator.normalizer
  • sparknlp.annotator.stemmer
  • sparknlp.annotator.stop_words_cleaner
  • sparknlp.annotator.tf_ner_dl_graph_builder
  • sparknlp.annotator.token2_chunk

sparknlp.annotator.param#

Module of annotators for params.

Submodules#

  • sparknlp.annotator.param.classifier_encoder
  • sparknlp.annotator.param.evaluation_dl_params
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