Index

_

__call__() (span_marker.data_collator.SpanMarkerDataCollator method)

A

add() (span_marker.tokenizer.EntityTracker method) add_context() (span_marker.trainer.Trainer static method)

are_labels_schemed() (span_marker.configuration.SpanMarkerConfig method) AutoLabelNormalizer (class in span_marker.label_normalizer)

C

compute_f1_via_seqeval() (in module span_marker.evaluation) convert_inputs_to_dataset() (span_marker.spacy_integration.SpacySpanMarkerWrapper static method)

cpu() (span_marker.modeling.SpanMarkerModel method) create_model_card() (span_marker.trainer.Trainer method) cuda() (span_marker.modeling.SpanMarkerModel method)

D

dataset_id (span_marker.model_card.SpanMarkerModelCardData attribute) dataset_name (span_marker.model_card.SpanMarkerModelCardData attribute)

dataset_revision (span_marker.model_card.SpanMarkerModelCardData attribute) device (span_marker.modeling.SpanMarkerModel property) document_ids (span_marker.output.SpanMarkerOutput attribute)

E

enabled (span_marker.tokenizer.EntityTracker attribute) encoder_id (span_marker.model_card.SpanMarkerModelCardData attribute) encoder_name (span_marker.model_card.SpanMarkerModelCardData attribute) Entity (in module span_marker.label_normalizer)

entity_max_length (span_marker.tokenizer.EntityTracker attribute) EntityTracker (class in span_marker.tokenizer) eval() (span_marker.modeling.SpanMarkerModel method) evaluate() (span_marker.trainer.Trainer method)

F

forward() (span_marker.modeling.SpanMarkerModel method) from_config() (span_marker.label_normalizer.AutoLabelNormalizer static method)

from_pretrained() (span_marker.modeling.SpanMarkerModel class method) (span_marker.tokenizer.SpanMarkerTokenizer class method)

G

generate_model_card() (span_marker.modeling.SpanMarkerModel method) get() (span_marker.configuration.SpanMarkerConfig method) get_all_valid_spans() (span_marker.tokenizer.SpanMarkerTokenizer method)

get_all_valid_spans_and_labels() (span_marker.tokenizer.SpanMarkerTokenizer method) get_scheme_tags() (span_marker.configuration.SpanMarkerConfig method) group_label_ids_by_tag() (span_marker.configuration.SpanMarkerConfig method)

H

hyperparameter_search() (span_marker.trainer.Trainer method)

I

infer_dataset_id() (span_marker.model_card.SpanMarkerModelCardData method)

is_composition (span_marker.configuration.SpanMarkerConfig attribute)

L

LabelNormalizer (class in span_marker.label_normalizer) LabelNormalizerBILOU (class in span_marker.label_normalizer) LabelNormalizerBIOES (class in span_marker.label_normalizer) LabelNormalizerIOB (class in span_marker.label_normalizer)

LabelNormalizerNoScheme (class in span_marker.label_normalizer) LabelNormalizerScheme (class in span_marker.label_normalizer) language (span_marker.model_card.SpanMarkerModelCardData attribute) license (span_marker.model_card.SpanMarkerModelCardData attribute)

M

marker_max_length (span_marker.data_collator.SpanMarkerDataCollator attribute) missed() (span_marker.tokenizer.EntityTracker method) model_id (span_marker.model_card.SpanMarkerModelCardData attribute) model_max_length (span_marker.tokenizer.EntityTracker attribute) model_name (span_marker.model_card.SpanMarkerModelCardData attribute) model_type (span_marker.configuration.SpanMarkerConfig attribute) ModelCardCallback (class in span_marker.model_card) module span_marker span_marker.configuration span_marker.data_collator span_marker.evaluation span_marker.label_normalizer span_marker.model_card span_marker.modeling span_marker.output span_marker.pipeline_component span_marker.spacy_integration span_marker.tokenizer span_marker.trainer

N

ner_tags_to_entities() (span_marker.label_normalizer.LabelNormalizer method) (span_marker.label_normalizer.LabelNormalizerNoScheme method) (span_marker.label_normalizer.LabelNormalizerScheme method)

num_marker_pairs (span_marker.output.SpanMarkerOutput attribute) num_words (span_marker.output.SpanMarkerOutput attribute)

O

on_evaluate() (span_marker.model_card.ModelCardCallback method)

on_train_begin() (span_marker.model_card.ModelCardCallback method) outside_id (span_marker.configuration.SpanMarkerConfig property)

P

pipe() (span_marker.spacy_integration.SpacySpanMarkerWrapper method) predict() (span_marker.modeling.SpanMarkerModel method)

preprocess_dataset() (span_marker.trainer.Trainer method) push_to_hub() (span_marker.modeling.SpanMarkerModel method) (span_marker.trainer.Trainer method)

R

reset() (span_marker.tokenizer.EntityTracker method)

S

save_pretrained() (span_marker.modeling.SpanMarkerModel method) sentence_ids (span_marker.output.SpanMarkerOutput attribute) set_ents() (span_marker.spacy_integration.SpacySpanMarkerWrapper method) skipped_entities (span_marker.tokenizer.EntityTracker attribute) SpacySpanMarkerWrapper (class in span_marker.spacy_integration) span_marker module span_marker.configuration module span_marker.data_collator module span_marker.evaluation module span_marker.label_normalizer module span_marker.model_card module span_marker.modeling module

span_marker.output module span_marker.pipeline_component module span_marker.spacy_integration module span_marker.tokenizer module span_marker.trainer module SpanMarkerConfig (class in span_marker.configuration) SpanMarkerDataCollator (class in span_marker.data_collator) SpanMarkerModel (class in span_marker.modeling) SpanMarkerModelCardData (class in span_marker.model_card) SpanMarkerOutput (class in span_marker.output) SpanMarkerPipeline (class in span_marker.pipeline_component) SpanMarkerTokenizer (class in span_marker.tokenizer) split (span_marker.tokenizer.EntityTracker attribute) spread_sample() (span_marker.trainer.Trainer static method)

T

tags (span_marker.model_card.SpanMarkerModelCardData attribute) task_name (span_marker.model_card.SpanMarkerModelCardData attribute) to_dict() (span_marker.model_card.SpanMarkerModelCardData method) to_yaml() (span_marker.model_card.SpanMarkerModelCardData method) tokenizer (span_marker.data_collator.SpanMarkerDataCollator attribute)

total_num_entities (span_marker.tokenizer.EntityTracker attribute) train() (span_marker.modeling.SpanMarkerModel method) (span_marker.trainer.Trainer method) Trainer (class in span_marker.trainer) try_cuda() (span_marker.modeling.SpanMarkerModel method)