span_marker package

• span_marker.modeling module
  • SpanMarkerModel
    • SpanMarkerModel.forward()
    • SpanMarkerModel.from_pretrained()
    • SpanMarkerModel.predict()
    • SpanMarkerModel.save_pretrained()
    • SpanMarkerModel.generate_model_card()
    • SpanMarkerModel.try_cuda()
    • SpanMarkerModel.push_to_hub()
    • SpanMarkerModel.device
    • SpanMarkerModel.cuda()
    • SpanMarkerModel.cpu()
    • SpanMarkerModel.train()
    • SpanMarkerModel.eval()
• span_marker.trainer module
  • Trainer
    • Trainer.preprocess_dataset()
    • Trainer.add_context()
    • Trainer.spread_sample()
    • Trainer.create_model_card()
    • Trainer.train()
    • Trainer.evaluate()
    • Trainer.push_to_hub()
    • Trainer.hyperparameter_search()
• span_marker.configuration module
  • SpanMarkerConfig
    • SpanMarkerConfig.model_type
    • SpanMarkerConfig.is_composition
    • SpanMarkerConfig.outside_id
    • SpanMarkerConfig.are_labels_schemed()
    • SpanMarkerConfig.get_scheme_tags()
    • SpanMarkerConfig.group_label_ids_by_tag()
    • SpanMarkerConfig.get()
• span_marker.model_card module
  • ModelCardCallback
    • ModelCardCallback.on_train_begin()
    • ModelCardCallback.on_evaluate()
  • SpanMarkerModelCardData
    • SpanMarkerModelCardData.language
    • SpanMarkerModelCardData.license
    • SpanMarkerModelCardData.tags
    • SpanMarkerModelCardData.model_name
    • SpanMarkerModelCardData.model_id
    • SpanMarkerModelCardData.encoder_name
    • SpanMarkerModelCardData.encoder_id
    • SpanMarkerModelCardData.dataset_name
    • SpanMarkerModelCardData.dataset_id
    • SpanMarkerModelCardData.dataset_revision
    • SpanMarkerModelCardData.task_name
    • SpanMarkerModelCardData.infer_dataset_id()
    • SpanMarkerModelCardData.to_dict()
    • SpanMarkerModelCardData.to_yaml()
• span_marker.pipeline_component module
  • SpanMarkerPipeline
• span_marker.data_collator module
  • SpanMarkerDataCollator
    • SpanMarkerDataCollator.tokenizer
    • SpanMarkerDataCollator.marker_max_length
    • SpanMarkerDataCollator.__call__()
• span_marker.tokenizer module
  • EntityTracker
    • EntityTracker.entity_max_length
    • EntityTracker.model_max_length
    • EntityTracker.split
    • EntityTracker.total_num_entities
    • EntityTracker.skipped_entities
    • EntityTracker.enabled
    • EntityTracker.add()
    • EntityTracker.missed()
    • EntityTracker.reset()
  • SpanMarkerTokenizer
    • SpanMarkerTokenizer.get_all_valid_spans()
    • SpanMarkerTokenizer.get_all_valid_spans_and_labels()
    • SpanMarkerTokenizer.from_pretrained()
• span_marker.evaluation module
  • compute_f1_via_seqeval()
• span_marker.label_normalizer module
  • Entity
  • LabelNormalizer
    • LabelNormalizer.ner_tags_to_entities()
  • LabelNormalizerScheme
    • LabelNormalizerScheme.ner_tags_to_entities()
  • LabelNormalizerIOB
  • LabelNormalizerBIOES
  • LabelNormalizerBILOU
  • LabelNormalizerNoScheme
    • LabelNormalizerNoScheme.ner_tags_to_entities()
  • AutoLabelNormalizer
    • AutoLabelNormalizer.from_config()
• span_marker.output module
  • SpanMarkerOutput
    • SpanMarkerOutput.num_marker_pairs
    • SpanMarkerOutput.num_words
    • SpanMarkerOutput.document_ids
    • SpanMarkerOutput.sentence_ids
• span_marker.spacy_integration module
  • SpacySpanMarkerWrapper
    • SpacySpanMarkerWrapper.convert_inputs_to_dataset()
    • SpacySpanMarkerWrapper.set_ents()
    • SpacySpanMarkerWrapper.pipe()