README.md
setup.cfg
setup.py
com/__init__.py
com/johnsnowlabs/__init__.py
com/johnsnowlabs/ml/__init__.py
com/johnsnowlabs/ml/ai/__init__.py
com/johnsnowlabs/nlp/__init__.py
spark_nlp.egg-info/PKG-INFO
spark_nlp.egg-info/SOURCES.txt
spark_nlp.egg-info/dependency_links.txt
spark_nlp.egg-info/top_level.txt
sparknlp/__init__.py
sparknlp/annotation.py
sparknlp/annotation_audio.py
sparknlp/annotation_image.py
sparknlp/functions.py
sparknlp/upload_to_hub.py
sparknlp/util.py
sparknlp/annotator/__init__.py
sparknlp/annotator/chunk2_doc.py
sparknlp/annotator/chunker.py
sparknlp/annotator/dataframe_optimizer.py
sparknlp/annotator/date2_chunk.py
sparknlp/annotator/document_character_text_splitter.py
sparknlp/annotator/document_normalizer.py
sparknlp/annotator/document_title_splitter.py
sparknlp/annotator/document_token_splitter.py
sparknlp/annotator/document_token_splitter_test.py
sparknlp/annotator/graph_extraction.py
sparknlp/annotator/lemmatizer.py
sparknlp/annotator/n_gram_generator.py
sparknlp/annotator/normalizer.py
sparknlp/annotator/stemmer.py
sparknlp/annotator/stop_words_cleaner.py
sparknlp/annotator/tf_ner_dl_graph_builder.py
sparknlp/annotator/token2_chunk.py
sparknlp/annotator/audio/__init__.py
sparknlp/annotator/audio/hubert_for_ctc.py
sparknlp/annotator/audio/wav2vec2_for_ctc.py
sparknlp/annotator/audio/whisper_for_ctc.py
sparknlp/annotator/classifier_dl/__init__.py
sparknlp/annotator/classifier_dl/albert_for_multiple_choice.py
sparknlp/annotator/classifier_dl/albert_for_question_answering.py
sparknlp/annotator/classifier_dl/albert_for_sequence_classification.py
sparknlp/annotator/classifier_dl/albert_for_token_classification.py
sparknlp/annotator/classifier_dl/albert_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/bart_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/bert_for_multiple_choice.py
sparknlp/annotator/classifier_dl/bert_for_question_answering.py
sparknlp/annotator/classifier_dl/bert_for_sequence_classification.py
sparknlp/annotator/classifier_dl/bert_for_token_classification.py
sparknlp/annotator/classifier_dl/bert_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/camembert_for_question_answering.py
sparknlp/annotator/classifier_dl/camembert_for_sequence_classification.py
sparknlp/annotator/classifier_dl/camembert_for_token_classification.py
sparknlp/annotator/classifier_dl/camembert_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/classifier_dl.py
sparknlp/annotator/classifier_dl/deberta_for_question_answering.py
sparknlp/annotator/classifier_dl/deberta_for_sequence_classification.py
sparknlp/annotator/classifier_dl/deberta_for_token_classification.py
sparknlp/annotator/classifier_dl/deberta_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/distil_bert_for_question_answering.py
sparknlp/annotator/classifier_dl/distil_bert_for_sequence_classification.py
sparknlp/annotator/classifier_dl/distil_bert_for_token_classification.py
sparknlp/annotator/classifier_dl/distil_bert_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/distilbert_for_multiple_choice.py
sparknlp/annotator/classifier_dl/longformer_for_question_answering.py
sparknlp/annotator/classifier_dl/longformer_for_sequence_classification.py
sparknlp/annotator/classifier_dl/longformer_for_token_classification.py
sparknlp/annotator/classifier_dl/mpnet_for_question_answering.py
sparknlp/annotator/classifier_dl/mpnet_for_sequence_classification.py
sparknlp/annotator/classifier_dl/mpnet_for_token_classification.py
sparknlp/annotator/classifier_dl/multi_classifier_dl.py
sparknlp/annotator/classifier_dl/roberta_for_multiple_choice.py
sparknlp/annotator/classifier_dl/roberta_for_question_answering.py
sparknlp/annotator/classifier_dl/roberta_for_sequence_classification.py
sparknlp/annotator/classifier_dl/roberta_for_token_classification.py
sparknlp/annotator/classifier_dl/roberta_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/sentiment_dl.py
sparknlp/annotator/classifier_dl/tapas_for_question_answering.py
sparknlp/annotator/classifier_dl/xlm_roberta_for_multiple_choice.py
sparknlp/annotator/classifier_dl/xlm_roberta_for_question_answering.py
sparknlp/annotator/classifier_dl/xlm_roberta_for_sequence_classification.py
sparknlp/annotator/classifier_dl/xlm_roberta_for_token_classification.py
sparknlp/annotator/classifier_dl/xlm_roberta_for_zero_shot_classification.py
sparknlp/annotator/classifier_dl/xlnet_for_sequence_classification.py
sparknlp/annotator/classifier_dl/xlnet_for_token_classification.py
sparknlp/annotator/cleaners/__init__.py
sparknlp/annotator/cleaners/cleaner.py
sparknlp/annotator/cleaners/extractor.py
sparknlp/annotator/coref/__init__.py
sparknlp/annotator/coref/spanbert_coref.py
sparknlp/annotator/cv/__init__.py
sparknlp/annotator/cv/blip_for_question_answering.py
sparknlp/annotator/cv/clip_for_zero_shot_classification.py
sparknlp/annotator/cv/convnext_for_image_classification.py
sparknlp/annotator/cv/florence2_transformer.py
sparknlp/annotator/cv/gemma3_for_multimodal.py
sparknlp/annotator/cv/internvl_for_multimodal.py
sparknlp/annotator/cv/janus_for_multimodal.py
sparknlp/annotator/cv/llava_for_multimodal.py
sparknlp/annotator/cv/mllama_for_multimodal.py
sparknlp/annotator/cv/paligemma_for_multimodal.py
sparknlp/annotator/cv/phi3_vision_for_multimodal.py
sparknlp/annotator/cv/qwen2vl_transformer.py
sparknlp/annotator/cv/smolvlm_transformer.py
sparknlp/annotator/cv/swin_for_image_classification.py
sparknlp/annotator/cv/vision_encoder_decoder_for_image_captioning.py
sparknlp/annotator/cv/vit_for_image_classification.py
sparknlp/annotator/dependency/__init__.py
sparknlp/annotator/dependency/dependency_parser.py
sparknlp/annotator/dependency/typed_dependency_parser.py
sparknlp/annotator/embeddings/__init__.py
sparknlp/annotator/embeddings/albert_embeddings.py
sparknlp/annotator/embeddings/auto_gguf_embeddings.py
sparknlp/annotator/embeddings/bert_embeddings.py
sparknlp/annotator/embeddings/bert_sentence_embeddings.py
sparknlp/annotator/embeddings/bge_embeddings.py
sparknlp/annotator/embeddings/camembert_embeddings.py
sparknlp/annotator/embeddings/chunk_embeddings.py
sparknlp/annotator/embeddings/deberta_embeddings.py
sparknlp/annotator/embeddings/distil_bert_embeddings.py
sparknlp/annotator/embeddings/doc2vec.py
sparknlp/annotator/embeddings/e5_embeddings.py
sparknlp/annotator/embeddings/e5v_embeddings.py
sparknlp/annotator/embeddings/elmo_embeddings.py
sparknlp/annotator/embeddings/instructor_embeddings.py
sparknlp/annotator/embeddings/longformer_embeddings.py
sparknlp/annotator/embeddings/minilm_embeddings.py
sparknlp/annotator/embeddings/modernbert_embeddings.py
sparknlp/annotator/embeddings/mpnet_embeddings.py
sparknlp/annotator/embeddings/mxbai_embeddings.py
sparknlp/annotator/embeddings/nomic_embeddings.py
sparknlp/annotator/embeddings/roberta_embeddings.py
sparknlp/annotator/embeddings/roberta_sentence_embeddings.py
sparknlp/annotator/embeddings/sentence_embeddings.py
sparknlp/annotator/embeddings/snowflake_embeddings.py
sparknlp/annotator/embeddings/uae_embeddings.py
sparknlp/annotator/embeddings/universal_sentence_encoder.py
sparknlp/annotator/embeddings/word2vec.py
sparknlp/annotator/embeddings/word_embeddings.py
sparknlp/annotator/embeddings/xlm_roberta_embeddings.py
sparknlp/annotator/embeddings/xlm_roberta_sentence_embeddings.py
sparknlp/annotator/embeddings/xlnet_embeddings.py
sparknlp/annotator/er/__init__.py
sparknlp/annotator/er/entity_ruler.py
sparknlp/annotator/keyword_extraction/__init__.py
sparknlp/annotator/keyword_extraction/yake_keyword_extraction.py
sparknlp/annotator/ld_dl/__init__.py
sparknlp/annotator/ld_dl/language_detector_dl.py
sparknlp/annotator/matcher/__init__.py
sparknlp/annotator/matcher/big_text_matcher.py
sparknlp/annotator/matcher/date_matcher.py
sparknlp/annotator/matcher/multi_date_matcher.py
sparknlp/annotator/matcher/regex_matcher.py
sparknlp/annotator/matcher/text_matcher.py
sparknlp/annotator/ner/__init__.py
sparknlp/annotator/ner/llm_ner.py
sparknlp/annotator/ner/ner_approach.py
sparknlp/annotator/ner/ner_converter.py
sparknlp/annotator/ner/ner_crf.py
sparknlp/annotator/ner/ner_dl.py
sparknlp/annotator/ner/ner_dl_graph_checker.py
sparknlp/annotator/ner/ner_overwriter.py
sparknlp/annotator/ner/zero_shot_ner_model.py
sparknlp/annotator/openai/__init__.py
sparknlp/annotator/openai/openai_completion.py
sparknlp/annotator/openai/openai_embeddings.py
sparknlp/annotator/param/__init__.py
sparknlp/annotator/param/classifier_encoder.py
sparknlp/annotator/param/evaluation_dl_params.py
sparknlp/annotator/pos/__init__.py
sparknlp/annotator/pos/perceptron.py
sparknlp/annotator/sentence/__init__.py
sparknlp/annotator/sentence/sentence_detector.py
sparknlp/annotator/sentence/sentence_detector_dl.py
sparknlp/annotator/sentiment/__init__.py
sparknlp/annotator/sentiment/sentiment_detector.py
sparknlp/annotator/sentiment/vivekn_sentiment.py
sparknlp/annotator/seq2seq/__init__.py
sparknlp/annotator/seq2seq/auto_gguf_model.py
sparknlp/annotator/seq2seq/auto_gguf_reranker.py
sparknlp/annotator/seq2seq/auto_gguf_vision_model.py
sparknlp/annotator/seq2seq/bart_transformer.py
sparknlp/annotator/seq2seq/cohere_transformer.py
sparknlp/annotator/seq2seq/cpm_transformer.py
sparknlp/annotator/seq2seq/gpt2_transformer.py
sparknlp/annotator/seq2seq/llama2_transformer.py
sparknlp/annotator/seq2seq/llama3_transformer.py
sparknlp/annotator/seq2seq/m2m100_transformer.py
sparknlp/annotator/seq2seq/marian_transformer.py
sparknlp/annotator/seq2seq/mistral_transformer.py
sparknlp/annotator/seq2seq/nllb_transformer.py
sparknlp/annotator/seq2seq/olmo_transformer.py
sparknlp/annotator/seq2seq/phi2_transformer.py
sparknlp/annotator/seq2seq/phi3_transformer.py
sparknlp/annotator/seq2seq/phi4_transformer.py
sparknlp/annotator/seq2seq/qwen_transformer.py
sparknlp/annotator/seq2seq/starcoder_transformer.py
sparknlp/annotator/seq2seq/t5_transformer.py
sparknlp/annotator/similarity/__init__.py
sparknlp/annotator/similarity/document_similarity_ranker.py
sparknlp/annotator/spell_check/__init__.py
sparknlp/annotator/spell_check/context_spell_checker.py
sparknlp/annotator/spell_check/norvig_sweeting.py
sparknlp/annotator/spell_check/symmetric_delete.py
sparknlp/annotator/token/__init__.py
sparknlp/annotator/token/chunk_tokenizer.py
sparknlp/annotator/token/recursive_tokenizer.py
sparknlp/annotator/token/regex_tokenizer.py
sparknlp/annotator/token/tokenizer.py
sparknlp/annotator/vector_db/__init__.py
sparknlp/annotator/vector_db/vector_db_connector.py
sparknlp/annotator/ws/__init__.py
sparknlp/annotator/ws/word_segmenter.py
sparknlp/base/__init__.py
sparknlp/base/audio_assembler.py
sparknlp/base/doc2_chunk.py
sparknlp/base/document_assembler.py
sparknlp/base/embeddings_finisher.py
sparknlp/base/finisher.py
sparknlp/base/gguf_ranking_finisher.py
sparknlp/base/graph_finisher.py
sparknlp/base/has_recursive_fit.py
sparknlp/base/has_recursive_transform.py
sparknlp/base/image_assembler.py
sparknlp/base/light_pipeline.py
sparknlp/base/multi_column_assembler.py
sparknlp/base/multi_document_assembler.py
sparknlp/base/prompt_assembler.py
sparknlp/base/recursive_pipeline.py
sparknlp/base/table_assembler.py
sparknlp/base/token_assembler.py
sparknlp/common/__init__.py
sparknlp/common/annotator_approach.py
sparknlp/common/annotator_model.py
sparknlp/common/annotator_properties.py
sparknlp/common/annotator_type.py
sparknlp/common/completion_post_processing.py
sparknlp/common/coverage_result.py
sparknlp/common/match_strategy.py
sparknlp/common/properties.py
sparknlp/common/read_as.py
sparknlp/common/recursive_annotator_approach.py
sparknlp/common/storage.py
sparknlp/common/utils.py
sparknlp/internal/__init__.py
sparknlp/internal/annotator_java_ml.py
sparknlp/internal/annotator_transformer.py
sparknlp/internal/extended_java_wrapper.py
sparknlp/internal/params_getters_setters.py
sparknlp/internal/recursive.py
sparknlp/logging/__init__.py
sparknlp/logging/comet.py
sparknlp/partition/__init__.py
sparknlp/partition/partition.py
sparknlp/partition/partition_properties.py
sparknlp/partition/partition_transformer.py
sparknlp/pretrained/__init__.py
sparknlp/pretrained/pretrained_pipeline.py
sparknlp/pretrained/resource_downloader.py
sparknlp/pretrained/utils.py
sparknlp/reader/__init__.py
sparknlp/reader/enums.py
sparknlp/reader/layout_aligner_for_text.py
sparknlp/reader/layout_aligner_for_vision.py
sparknlp/reader/pdf_to_text.py
sparknlp/reader/reader2doc.py
sparknlp/reader/reader2image.py
sparknlp/reader/reader2table.py
sparknlp/reader/reader_assembler.py
sparknlp/reader/sparknlp_reader.py
sparknlp/training/__init__.py
sparknlp/training/conll.py
sparknlp/training/conllu.py
sparknlp/training/pos.py
sparknlp/training/pub_tator.py
sparknlp/training/spacy_to_annotation.py
sparknlp/training/tfgraphs.py
sparknlp/training/_tf_graph_builders/__init__.py
sparknlp/training/_tf_graph_builders/graph_builders.py
sparknlp/training/_tf_graph_builders/ner_dl/__init__.py
sparknlp/training/_tf_graph_builders/ner_dl/create_graph.py
sparknlp/training/_tf_graph_builders/ner_dl/dataset_encoder.py
sparknlp/training/_tf_graph_builders/ner_dl/ner_model.py
sparknlp/training/_tf_graph_builders/ner_dl/ner_model_saver.py
sparknlp/training/_tf_graph_builders/ner_dl/sentence_grouper.py
sparknlp/training/_tf_graph_builders/tf2contrib/__init__.py
sparknlp/training/_tf_graph_builders/tf2contrib/core_rnn_cell.py
sparknlp/training/_tf_graph_builders/tf2contrib/fused_rnn_cell.py
sparknlp/training/_tf_graph_builders/tf2contrib/gru_ops.py
sparknlp/training/_tf_graph_builders/tf2contrib/lstm_ops.py
sparknlp/training/_tf_graph_builders/tf2contrib/rnn.py
sparknlp/training/_tf_graph_builders/tf2contrib/rnn_cell.py
sparknlp/training/_tf_graph_builders_1x/__init__.py
sparknlp/training/_tf_graph_builders_1x/graph_builders.py
sparknlp/training/_tf_graph_builders_1x/ner_dl/__init__.py
sparknlp/training/_tf_graph_builders_1x/ner_dl/create_graph.py
sparknlp/training/_tf_graph_builders_1x/ner_dl/dataset_encoder.py
sparknlp/training/_tf_graph_builders_1x/ner_dl/ner_model.py
sparknlp/training/_tf_graph_builders_1x/ner_dl/ner_model_saver.py
sparknlp/training/_tf_graph_builders_1x/ner_dl/sentence_grouper.py