sparknlp.annotator#
Module containing all available Annotators of Spark NLP and their base classes.
Subpackages#
sparknlp.annotator.classifier_dlsparknlp.annotator.classifier_dl.albert_for_sequence_classificationsparknlp.annotator.classifier_dl.albert_for_token_classificationsparknlp.annotator.classifier_dl.albert_for_zero_shot_classificationsparknlp.annotator.classifier_dl.bart_for_zero_shot_classificationsparknlp.annotator.classifier_dl.bert_for_sequence_classificationsparknlp.annotator.classifier_dl.bert_for_token_classificationsparknlp.annotator.classifier_dl.bert_for_zero_shot_classificationsparknlp.annotator.classifier_dl.camembert_for_sequence_classificationsparknlp.annotator.classifier_dl.camembert_for_token_classificationsparknlp.annotator.classifier_dl.camembert_for_zero_shot_classificationsparknlp.annotator.classifier_dl.classifier_dlsparknlp.annotator.classifier_dl.deberta_for_sequence_classificationsparknlp.annotator.classifier_dl.deberta_for_token_classificationsparknlp.annotator.classifier_dl.deberta_for_zero_shot_classificationsparknlp.annotator.classifier_dl.distil_bert_for_sequence_classificationsparknlp.annotator.classifier_dl.distil_bert_for_token_classificationsparknlp.annotator.classifier_dl.distil_bert_for_zero_shot_classificationsparknlp.annotator.classifier_dl.longformer_for_sequence_classificationsparknlp.annotator.classifier_dl.longformer_for_token_classificationsparknlp.annotator.classifier_dl.mpnet_for_sequence_classificationsparknlp.annotator.classifier_dl.mpnet_for_token_classificationsparknlp.annotator.classifier_dl.multi_classifier_dlsparknlp.annotator.classifier_dl.roberta_for_sequence_classificationsparknlp.annotator.classifier_dl.roberta_for_token_classificationsparknlp.annotator.classifier_dl.roberta_for_zero_shot_classificationsparknlp.annotator.classifier_dl.sentiment_dlsparknlp.annotator.classifier_dl.xlm_roberta_for_sequence_classificationsparknlp.annotator.classifier_dl.xlm_roberta_for_token_classificationsparknlp.annotator.classifier_dl.xlm_roberta_for_zero_shot_classificationsparknlp.annotator.classifier_dl.xlnet_for_sequence_classificationsparknlp.annotator.classifier_dl.xlnet_for_token_classification
sparknlp.annotator.dependencysparknlp.annotator.embeddingssparknlp.annotator.embeddings.albert_embeddingssparknlp.annotator.embeddings.bert_embeddingssparknlp.annotator.embeddings.bert_sentence_embeddingssparknlp.annotator.embeddings.bge_embeddingssparknlp.annotator.embeddings.camembert_embeddingssparknlp.annotator.embeddings.chunk_embeddingssparknlp.annotator.embeddings.deberta_embeddingssparknlp.annotator.embeddings.distil_bert_embeddingssparknlp.annotator.embeddings.doc2vecsparknlp.annotator.embeddings.e5_embeddingssparknlp.annotator.embeddings.elmo_embeddingssparknlp.annotator.embeddings.instructor_embeddingssparknlp.annotator.embeddings.longformer_embeddingssparknlp.annotator.embeddings.mpnet_embeddingssparknlp.annotator.embeddings.mxbai_embeddingssparknlp.annotator.embeddings.nomic_embeddingssparknlp.annotator.embeddings.roberta_embeddingssparknlp.annotator.embeddings.roberta_sentence_embeddingssparknlp.annotator.embeddings.sentence_embeddingssparknlp.annotator.embeddings.snowflake_embeddingssparknlp.annotator.embeddings.uae_embeddingssparknlp.annotator.embeddings.universal_sentence_encodersparknlp.annotator.embeddings.word2vecsparknlp.annotator.embeddings.word_embeddingssparknlp.annotator.embeddings.xlm_roberta_embeddingssparknlp.annotator.embeddings.xlm_roberta_sentence_embeddingssparknlp.annotator.embeddings.xlnet_embeddings
sparknlp.annotator.ersparknlp.annotator.keyword_extractionsparknlp.annotator.ld_dlsparknlp.annotator.matchersparknlp.annotator.nersparknlp.annotator.openaisparknlp.annotator.paramsparknlp.annotator.possparknlp.annotator.sentencesparknlp.annotator.sentimentsparknlp.annotator.seq2seqsparknlp.annotator.seq2seq.auto_gguf_modelsparknlp.annotator.seq2seq.bart_transformersparknlp.annotator.seq2seq.cpm_transformersparknlp.annotator.seq2seq.gpt2_transformersparknlp.annotator.seq2seq.llama2_transformersparknlp.annotator.seq2seq.llama3_transformersparknlp.annotator.seq2seq.m2m100_transformersparknlp.annotator.seq2seq.marian_transformersparknlp.annotator.seq2seq.mistral_transformersparknlp.annotator.seq2seq.nllb_transformersparknlp.annotator.seq2seq.phi2_transformersparknlp.annotator.seq2seq.phi3_transformersparknlp.annotator.seq2seq.qwen_transformersparknlp.annotator.seq2seq.starcoder_transformersparknlp.annotator.seq2seq.t5_transformer
sparknlp.annotator.spell_checksparknlp.annotator.tokensparknlp.annotator.ws
Submodules#
sparknlp.annotator.chunk2_docsparknlp.annotator.chunkersparknlp.annotator.date2_chunksparknlp.annotator.document_character_text_splittersparknlp.annotator.document_normalizersparknlp.annotator.document_token_splittersparknlp.annotator.graph_extractionsparknlp.annotator.lemmatizersparknlp.annotator.n_gram_generatorsparknlp.annotator.normalizersparknlp.annotator.stemmersparknlp.annotator.stop_words_cleanersparknlp.annotator.token2_chunk