stable
Overview
Installation
Quick Start Guide
And There’s More
Contributing
About
Supported By
License
NLP with Forte
Chapter 1. Handling Structured Data
Building and Understanding Ontology
A simple ontology config
Before we start
A simple ontology config
Breakdown of the simple ontology
Major ontology types, Annotations, Links, Groups and Generics
Importing another ontology
Package Naming Convention
Generating Python classes from ontology.
Ontology Generation Steps
Cleaning the generated ontology
Handling Structured Data in DataPack
Related Readings
Retrieve data
Annotation
AudioAnnotation
Build Coverage Index
Chapter 2. Building NLP Pipeline
Pipeline
Basics
An working example
Life Cycle
Pseudocode with PipelineComponent
Pipeline Component
Basics
Related Readings
Reader
Related Readings
Functions
Examples
Processor
Related Readings
Functions
Selector
Related Readings
Machine Translation Inference Pipeline
Packages
Background
Inference Workflow
Pipeline
Reader
Processor
Examples
Text Classification Pipeline
Packages
Background
Inference Workflow
Pipeline
Reader
Processor
Chapter 3. Information Extraction
Named Entity Recognition
Relation Extraction
Medical Notes Analysis System
Chapter 4. Information Retrieval
Indexing
Ranking
Chapter 5. Machine Translation
Machine Translation System
Chapter 6. Text Generation
Text Generation
Chapter 7. Question Answering
Question Answering
Chapter 8. Chatbot
Chatbot
Eliza Example
Introduction
Quick Start
Install Dependencies
Start a Eliza pipeline service
Visualize the chatbot in
stave
Code Explained
Overview
Start a Pipeline Service
Call a Pipeline Service
Create Your Own Chatbot Service
Chapter 9. Tasks on Other modalities
Audio Processing
Basics
Audio DataPack
Audio Reader
Automatic Speech Recognition
Speaker Segmentation
Example script
Image Processing
APPENDICES
Appendices
Core Design Principles
Glossary
Examples
API
Common
Exceptions
Configuration
Configurable
Resources
Data
Ontology
base
core
Entry
top
Packs
BasePack
DataPack
MultiPack
BaseMeta
Meta
DataIndex
MultiPack
MultiPackMeta
MultiPack
MultiPackLink
MultiPackGroup
Readers
BaseReader
PackReader
MultiPackReader
CoNLL03Reader
ConllUDReader
BaseDeserializeReader
RawDataDeserializeReader
RecursiveDirectoryDeserializeReader
HTMLReader
MSMarcoPassageReader
MultiPackSentenceReader
MultiPackTerminalReader
OntonotesReader
PlainTextReader
ProdigyReader
RACEMultiChoiceQAReader
StringReader
SemEvalTask8Reader
OpenIEReader
SquadReader
ClassificationDatasetReader
Selector
Selector
DummySelector
SinglePackSelector
NameMatchSelector
RegexNameMatchSelector
FirstPackSelector
AllPackSelector
Index
BaseIndex
Store
BaseStore
Data Store
DataStore
DataPack Dataset
DataPackIterator
DataPackDataset
RawExample
FeatureCollection
Batchers
ProcessingBatcher
FixedSizeDataPackBatcherWithExtractor
FixedSizeRequestDataPackBatcher
FixedSizeMultiPackProcessingBatcher
FixedSizeDataPackBatcher
Caster
Caster
MultiPackBoxer
MultiPackUnboxer
Container
EntryContainer
BasePointer
Types
ReplaceOperationsType
DataRequest
MatrixLike
Data Utilities
maybe_download
batch_instances
merge_batches
slice_batch
dataset_path_iterator
Entry Utilities
create_utterance
get_last_utterance
Pipeline
Process Pipeline
Train Pipeline
Pipeline Component
Process
ProcessJobStatus
ProcessManager
Processors
Base Processors
BaseProcessor
BasePackProcessor
BaseBatchProcessor
PackingBatchProcessor
MultiPackBatchProcessor
RequestPackingProcessor
FixedSizeBatchProcessor
Predictor
Pack Processors
PackProcessor
MultiPackProcessor
Task Processors
ElizaProcessor
SubwordTokenizer
CoNLLNERPredictor
SRLPredictor
VocabularyProcessor
Alphabet
PeriodSentenceSplitter
WhiteSpaceTokenizer
RemoteProcessor
LowerCaserProcessor
DeleteOverlapEntry
AttributeMasker
AnnotationRemover
Models
Named Entity Recognizer
Semantic Role Labeling
Training System
Train Preprocessor
Converter
Feature
Extractor
BaseExtractor
AttributeExtractor
LinkExtractor
SubwordExtractor
CharExtractor
BioSeqTaggingExtractor
Predictor
Feature
Evaluation
Base Evaluator
Task Evaluators
Data Augmentation
Data Augmentation Processors
BaseDataAugmentProcessor
BaseOpProcessor
ReplacementDataAugmentProcessor
BaseElasticSearchDataSelector
RandomDataSelector
QueryDataSelector
UDAIterator
Data Augmentation Ops
TextReplacementOp
SingleAnnotationAugmentOp
DistributionReplacementOp
Sampler
UniformSampler
UnigramSampler
MachineTranslator
MarianMachineTranslator
BackTranslationOp
DictionaryReplacementOp
Dictionary
WordnetDictionary
TypoReplacementOp
CharacterFlipOp
WordSplittingOp
BaseDataAugmentationOp
EmbeddingSimilarityReplacementOp
UniformTypoGenerator
RandomSwapDataAugmentOp
RandomInsertionDataAugmentOp
RandomDeletionDataAugmentOp
Data Augmentation Models
Reinforcement Learning
Vocabulary
Vocabulary
VocabFilter
FrequencyVocabFilter
Forte
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Index
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Index
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W
_
_current_processor_index (forte.process_manager.ProcessManager attribute)
_current_queue_index (forte.process_manager.ProcessManager attribute)
_processed_queue_indices (forte.process_manager.ProcessManager attribute)
_queues (forte.process_manager.ProcessManager attribute)
_unprocessed_queue_indices (forte.process_manager.ProcessManager attribute)
A
add() (forte.pipeline.Pipeline method)
add_all_remaining_entries() (forte.data.base_pack.BasePack method)
(forte.data.multi_pack.MultiPack method)
add_annotation_raw() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
add_element() (forte.data.vocabulary.Vocabulary method)
add_entry() (forte.data.base_pack.BasePack method)
(forte.pipeline_component.PipelineComponent method)
add_extractor() (forte.processors.base.batch_processor.Predictor method)
(forte.train_preprocessor.TrainPreprocessor method)
add_feature_scheme() (forte.data.batchers.FixedSizeDataPackBatcherWithExtractor method)
add_gold_packs() (forte.pipeline.Pipeline method)
add_group_raw() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
add_link_raw() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
add_member() (forte.data.ontology.core.BaseGroup method)
(forte.data.ontology.top.Group method)
(forte.data.ontology.top.MultiPackGroup method)
add_members() (forte.data.ontology.core.BaseGroup method)
add_pack() (forte.data.multi_pack.MultiPack method)
add_pack_() (forte.data.multi_pack.MultiPack method)
add_result() (forte.data.ontology.top.Query method)
add_special_element() (forte.data.vocabulary.Vocabulary method)
add_to_pack() (forte.data.base_extractor.BaseExtractor method)
(forte.data.extractors.attribute_extractor.AttributeExtractor method)
(forte.data.extractors.relation_extractor.LinkExtractor method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor method)
add_to_queue() (forte.process_manager.ProcessManager method)
all_annotations() (forte.data.data_pack.DataPack property)
all_audio_annotations() (forte.data.data_pack.DataPack property)
all_generic_entries() (forte.data.data_pack.DataPack property)
all_groups() (forte.data.data_pack.DataPack property)
(forte.data.multi_pack.MultiPack property)
all_links() (forte.data.data_pack.DataPack property)
(forte.data.multi_pack.MultiPack property)
AllPackSelector (class in forte.data.selector)
Alphabet (class in forte.processors.misc.vocabulary_processor)
alter_pack() (forte.process_job.ProcessJob method)
Annotation (class in forte.data.ontology.top)
AnnotationRemover (class in forte.processors.misc.annotation_remover)
Args (forte.process_manager.ProcessManager attribute)
as_pointer() (forte.data.ontology.core.Entry method)
AttributeExtractor (class in forte.data.extractors.attribute_extractor)
AttributeMasker (class in forte.processors.misc.attribute_masking_processor)
audio() (forte.data.data_pack.DataPack property)
AudioAnnotation (class in forte.data.ontology.top)
augment() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
(forte.processors.data_augment.algorithms.eda_ops.RandomDeletionDataAugmentOp method)
(forte.processors.data_augment.algorithms.eda_ops.RandomInsertionDataAugmentOp method)
(forte.processors.data_augment.algorithms.eda_ops.RandomSwapDataAugmentOp method)
(forte.processors.data_augment.algorithms.single_annotation_op.SingleAnnotationAugmentOp method)
(forte.processors.data_augment.algorithms.word_splitting_op.RandomWordSplitDataAugmentOp method)
augment_batch() (forte.models.da_rl.aug_wrapper.MetaAugmentationWrapper method)
augment_instance() (forte.models.da_rl.aug_wrapper.MetaAugmentationWrapper method)
B
BackTranslationOp (class in forte.processors.data_augment.algorithms.back_translation_op)
BaseBatchProcessor (class in forte.processors.base.batch_processor)
BaseDataAugmentationOp (class in forte.processors.data_augment.algorithms.base_data_augmentation_op)
BaseDataAugmentProcessor (class in forte.processors.data_augment.base_data_augment_processor)
BaseElasticSearchDataSelector (class in forte.processors.base.data_selector_for_da)
BaseExtractor (class in forte.data.base_extractor)
BaseGroup (class in forte.data.ontology.core)
BaseIndex (class in forte.data.index)
BaseLink (class in forte.data.ontology.core)
BaseMeta (class in forte.data.base_pack)
BaseOpProcessor (class in forte.processors.data_augment.base_op_processor)
BasePack (class in forte.data.base_pack)
BasePackProcessor (class in forte.processors.base.pack_processor)
BasePointer (class in forte.data.container)
BaseProcessor (class in forte.processors.base.base_processor)
BaseReader (class in forte.data.base_reader)
BaseStore (class in forte.data.base_store)
batch_instances() (in module forte.data.data_utils_io)
BioSeqTaggingExtractor (class in forte.data.extractors.seqtagging_extractor)
build_coverage_for() (forte.data.data_pack.DataPack method)
build_coverage_index() (forte.data.data_pack.DataIndex method)
build_group_index() (forte.data.index.BaseIndex method)
build_link_index() (forte.data.index.BaseIndex method)
C
cache_data() (forte.data.base_reader.BaseReader method)
calculate_uda_loss() (forte.processors.data_augment.algorithms.UDA.UDAIterator method)
cast() (forte.data.caster.MultiPackBoxer method)
(forte.data.caster.MultiPackUnboxer method)
Caster (class in forte.data.caster)
CharacterFlipOp (class in forte.processors.data_augment.algorithms.character_flip_op)
CharExtractor (class in forte.data.extractors.char_extractor)
check_record() (forte.evaluation.base.base_evaluator.Evaluator method)
(forte.processors.base.base_processor.BaseProcessor method)
child() (forte.data.ontology.top.Link property)
child_id() (forte.data.ontology.top.MultiPackLink method)
child_pack_id() (forte.data.ontology.top.MultiPackLink method)
ChildType (forte.data.ontology.top.Link attribute)
(forte.data.ontology.top.MultiPackLink attribute)
clear_states() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
co_iterator_annotation_like() (forte.data.data_store.DataStore method)
cofigure_sampler() (forte.processors.data_augment.algorithms.DistributionReplacementOp method)
collate() (forte.data.batchers.FixedSizeDataPackBatcherWithExtractor method)
(forte.data.data_pack_dataset.DataPackDataset method)
component_configs() (forte.pipeline.Pipeline property)
components() (forte.pipeline.Pipeline property)
ConditionalRandomField (class in forte.models.ner.conditional_random_field)
config (forte.data.base_extractor.BaseExtractor attribute)
Config (in module forte.common.configuration)
config() (forte.train_preprocessor.TrainPreprocessor property)
configs (forte.pipeline_component.PipelineComponent attribute)
Configurable (class in forte.common.configurable)
CoNLLNEREvaluator (class in forte.evaluation.ner_evaluator)
CoNLLNERPredictor (class in forte.processors.nlp.ner_predictor)
ConllUDReader (class in forte.data.readers.conllu_ud_reader)
consume_next() (forte.evaluation.base.base_evaluator.Evaluator method)
(forte.evaluation.ner_evaluator.CoNLLNEREvaluator method)
contains() (forte.common.resources.Resources method)
convert() (forte.data.converter.converter.Converter method)
Converter (class in forte.data.converter.converter)
coverage_index() (forte.data.data_pack.DataIndex method)
covers() (forte.data.data_pack.DataPack method)
create_utterance() (in module forte.data.common_entry_utils)
D
data() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
DataIndex (class in forte.data.data_pack)
DataPack (class in forte.data.data_pack)
DataPackDataset (class in forte.data.data_pack_dataset)
DataPackIterator (class in forte.data.data_pack_dataset)
DataRequest (in module forte.data.types)
dataset_path_iterator() (in module forte.data.data_utils_io)
DataStore (class in forte.data.data_store)
decode() (forte.models.srl.model.LabeledSpanGraphNetwork method)
default_configs() (forte.data.base_extractor.BaseExtractor class method)
(forte.data.base_reader.BaseReader class method)
(forte.data.batchers.FixedSizeDataPackBatcher class method)
(forte.data.batchers.FixedSizeDataPackBatcherWithExtractor class method)
(forte.data.batchers.FixedSizeMultiPackProcessingBatcher class method)
(forte.data.batchers.FixedSizeRequestDataPackBatcher class method)
(forte.data.batchers.ProcessingBatcher class method)
(forte.data.caster.MultiPackBoxer class method)
(forte.data.caster.MultiPackUnboxer class method)
(forte.data.converter.converter.Converter static method)
(forte.data.extractors.attribute_extractor.AttributeExtractor class method)
(forte.data.extractors.char_extractor.CharExtractor class method)
(forte.data.extractors.relation_extractor.LinkExtractor class method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor class method)
(forte.data.extractors.subword_extractor.SubwordExtractor class method)
(forte.datasets.mrc.squad_reader.SquadReader class method)
(forte.evaluation.ner_evaluator.CoNLLNEREvaluator class method)
(forte.pipeline_component.PipelineComponent class method)
(forte.processors.base.base_processor.BaseProcessor class method)
(forte.processors.base.batch_processor.BaseBatchProcessor class method)
(forte.processors.base.batch_processor.FixedSizeBatchProcessor class method)
(forte.processors.base.batch_processor.Predictor class method)
(forte.processors.base.batch_processor.RequestPackingProcessor class method)
(forte.processors.base.data_selector_for_da.BaseElasticSearchDataSelector class method)
(forte.processors.base.data_selector_for_da.QueryDataSelector class method)
(forte.processors.base.data_selector_for_da.RandomDataSelector class method)
(forte.processors.data_augment.algorithms.back_translation_op.BackTranslationOp class method)
(forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp class method)
(forte.processors.data_augment.algorithms.character_flip_op.CharacterFlipOp class method)
(forte.processors.data_augment.algorithms.dictionary_replacement_op.DictionaryReplacementOp class method)
(forte.processors.data_augment.algorithms.DistributionReplacementOp class method)
(forte.processors.data_augment.algorithms.eda_ops.RandomDeletionDataAugmentOp class method)
(forte.processors.data_augment.algorithms.eda_ops.RandomInsertionDataAugmentOp class method)
(forte.processors.data_augment.algorithms.eda_ops.RandomSwapDataAugmentOp class method)
(forte.processors.data_augment.algorithms.single_annotation_op.SingleAnnotationAugmentOp class method)
(forte.processors.data_augment.algorithms.typo_replacement_op.TypoReplacementOp class method)
(forte.processors.data_augment.algorithms.word_splitting_op.RandomWordSplitDataAugmentOp class method)
(forte.processors.misc.annotation_remover.AnnotationRemover class method)
(forte.processors.misc.attribute_masking_processor.AttributeMasker class method)
(forte.processors.misc.delete_overlap_entries.DeleteOverlapEntry class method)
(forte.processors.misc.lowercaser_processor.LowerCaserProcessor class method)
(forte.processors.misc.remote_processor.RemoteProcessor class method)
(forte.processors.nlp.ner_predictor.CoNLLNERPredictor class method)
(forte.processors.nlp.srl_predictor.SRLPredictor class method)
(forte.processors.nlp.subword_tokenizer.SubwordTokenizer class method)
(forte.train_preprocessor.TrainPreprocessor static method)
default_hparams() (forte.models.srl.model.LabeledSpanGraphNetwork static method)
define_batcher() (forte.processors.base.batch_processor.BaseBatchProcessor class method)
(forte.processors.base.batch_processor.Predictor class method)
(forte.processors.base.batch_processor.RequestPackingProcessor class method)
delete_annotation() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
delete_entry() (forte.data.base_pack.BasePack method)
(forte.data.base_store.BaseStore method)
(forte.data.data_pack.DataPack method)
(forte.data.data_store.DataStore method)
(forte.data.multi_pack.MultiPack method)
delete_span() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
DeleteOverlapEntry (class in forte.processors.misc.delete_overlap_entries)
deserialize() (forte.data.data_pack.DataPack class method)
(forte.data.multi_pack.MultiPack class method)
device() (forte.train_preprocessor.TrainPreprocessor property)
Dictionary (class in forte.processors.data_augment.algorithms.dictionary)
DictionaryReplacementOp (class in forte.processors.data_augment.algorithms.dictionary_replacement_op)
dim() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
DistributionReplacementOp (class in forte.processors.data_augment.algorithms)
do_counting (forte.data.vocabulary.Vocabulary attribute)
dtype() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
DummySelector (class in forte.data.selector)
E
element2repr() (forte.data.vocabulary.Vocabulary method)
ElizaProcessor (class in forte.processors.nlp.eliza_processor)
embedding() (forte.data.ontology.core.Entry property)
EmbeddingSimilarityReplacementOp (class in forte.processors.data_augment.algorithms.embedding_similarity_replacement_op)
enforce_consistency() (forte.pipeline.Pipeline method)
(forte.pipeline_component.PipelineComponent method)
Entry (class in forte.data.ontology.core)
entry_type() (forte.data.ontology.core.Entry method)
EntryContainer (class in forte.data.container)
EntryNotFoundError (class in forte.common.exception)
eval_batch() (forte.models.da_rl.aug_wrapper.MetaAugmentationWrapper method)
evaluate() (forte.pipeline.Pipeline method)
Evaluator (class in forte.evaluation.base.base_evaluator)
exhausted() (forte.process_manager.ProcessManager method)
expected_types_and_attributes() (forte.evaluation.base.base_evaluator.Evaluator method)
(forte.processors.base.base_processor.BaseProcessor method)
(forte.processors.misc.remote_processor.RemoteProcessor method)
(forte.processors.nlp.subword_tokenizer.SubwordTokenizer method)
ExpectedRecordNotFound (class in forte.common.exception)
export() (forte.pipeline.Pipeline method)
extract() (forte.data.base_extractor.BaseExtractor method)
(forte.data.extractors.attribute_extractor.AttributeExtractor method)
(forte.data.extractors.char_extractor.CharExtractor method)
(forte.data.extractors.relation_extractor.LinkExtractor method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor method)
(forte.data.extractors.subword_extractor.SubwordExtractor method)
F
Feature (class in forte.data.converter)
(class in forte.data.converter.feature)
FeatureCollection (in module forte.data.data_pack_dataset)
filter() (forte.data.vocabulary.FrequencyVocabFilter method)
(forte.data.vocabulary.VocabFilter method)
(forte.data.vocabulary.Vocabulary method)
finish() (forte.data.base_reader.BaseReader method)
(forte.pipeline.Pipeline method)
(forte.pipeline_component.PipelineComponent method)
FirstPackSelector (class in forte.data.selector)
FixedSizeBatchProcessor (class in forte.processors.base.batch_processor)
FixedSizeDataPackBatcher (class in forte.data.batchers)
FixedSizeDataPackBatcherWithExtractor (class in forte.data.batchers)
FixedSizeMultiPackProcessingBatcher (class in forte.data.batchers)
FixedSizeRequestDataPackBatcher (class in forte.data.batchers)
flush() (forte.data.batchers.FixedSizeDataPackBatcherWithExtractor method)
(forte.data.batchers.ProcessingBatcher method)
(forte.pipeline_component.PipelineComponent method)
(forte.processors.base.batch_processor.BaseBatchProcessor method)
forward() (forte.models.da_rl.magic_model.MetaModule method)
(forte.models.ner.conditional_random_field.ConditionalRandomField method)
(forte.models.srl.model.LabeledSpanGraphNetwork method)
FrequencyVocabFilter (class in forte.data.vocabulary)
G
Generics (class in forte.data.ontology.top)
get() (forte.common.resources.Resources method)
(forte.data.base_pack.BasePack method)
(forte.data.base_store.BaseStore method)
(forte.data.data_pack.DataPack method)
(forte.data.data_store.DataStore method)
(forte.data.multi_pack.MultiPack method)
(forte.data.ontology.top.Annotation method)
(forte.data.ontology.top.AudioAnnotation method)
get_antonyms() (forte.processors.data_augment.algorithms.dictionary.Dictionary method)
(forte.processors.data_augment.algorithms.dictionary.WordnetDictionary method)
get_attr() (forte.data.base_store.BaseStore method)
get_attribute() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
get_batch() (forte.data.batchers.FixedSizeDataPackBatcherWithExtractor method)
(forte.data.batchers.ProcessingBatcher method)
get_batch_tensor() (forte.processors.nlp.ner_predictor.CoNLLNERPredictor method)
get_child() (forte.data.ontology.core.BaseLink method)
(forte.data.ontology.top.Link method)
(forte.data.ontology.top.MultiPackLink method)
get_component() (forte.pipeline.Pipeline method)
get_count() (forte.data.vocabulary.Vocabulary method)
get_covered() (forte.data.data_pack.DataIndex method)
get_cross_pack_data() (forte.data.multi_pack.MultiPack method)
get_data() (forte.data.data_pack.DataPack method)
get_entries_from() (forte.data.base_pack.BasePack method)
get_entries_of() (forte.data.base_pack.BasePack method)
get_entry() (forte.data.base_pack.BasePack method)
(forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
get_entry_index() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
get_hypernyms() (forte.processors.data_augment.algorithms.dictionary.Dictionary method)
(forte.processors.data_augment.algorithms.dictionary.WordnetDictionary method)
get_hyponyms() (forte.processors.data_augment.algorithms.dictionary.Dictionary method)
(forte.processors.data_augment.algorithms.dictionary.WordnetDictionary method)
get_ids_by_creator() (forte.data.base_pack.BasePack method)
get_ids_from() (forte.data.base_pack.BasePack method)
get_index() (forte.processors.misc.vocabulary_processor.Alphabet method)
get_last_utterance() (in module forte.data.common_entry_utils)
get_lemmas() (forte.processors.data_augment.algorithms.dictionary.WordnetDictionary method)
get_maps() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
get_members() (forte.data.ontology.core.BaseGroup method)
(forte.data.ontology.top.Group method)
(forte.data.ontology.top.MultiPackGroup method)
get_original_span() (forte.data.data_pack.DataPack method)
get_original_text() (forte.data.data_pack.DataPack method)
get_pack() (forte.data.multi_pack.MultiPack method)
get_pack_at() (forte.data.multi_pack.MultiPack method)
get_pack_index() (forte.data.multi_pack.MultiPack method)
get_pad_value() (forte.data.vocabulary.Vocabulary method)
get_parent() (forte.data.ontology.core.BaseLink method)
(forte.data.ontology.top.Link method)
(forte.data.ontology.top.MultiPackLink method)
get_result() (forte.evaluation.base.base_evaluator.Evaluator method)
(forte.evaluation.ner_evaluator.CoNLLNEREvaluator method)
get_single() (forte.data.base_pack.BasePack method)
get_single_pack_data() (forte.data.multi_pack.MultiPack method)
get_span_audio() (forte.data.data_pack.DataPack method)
get_span_text() (forte.data.data_pack.DataPack method)
get_subentry() (forte.data.multi_pack.MultiPack method)
get_synonyms() (forte.processors.data_augment.algorithms.dictionary.Dictionary method)
(forte.processors.data_augment.algorithms.dictionary.WordnetDictionary method)
get_train_batch_iterator() (forte.train_preprocessor.TrainPreprocessor method)
Group (class in forte.data.ontology.top)
group_index() (forte.data.index.BaseIndex method)
H
has_element() (forte.data.vocabulary.Vocabulary method)
have_overlap() (forte.data.data_pack.DataIndex method)
I
id2element() (forte.data.vocabulary.Vocabulary method)
in_audio_span() (forte.data.data_pack.DataIndex method)
in_span() (forte.data.data_pack.DataIndex method)
IncompleteEntryError (class in forte.common.exception)
info (forte.data.data_pack.Meta attribute)
init_from_config() (forte.pipeline.Pipeline method)
init_from_config_path() (forte.pipeline.Pipeline method)
initialize() (forte.data.base_reader.BaseReader method)
(forte.data.batchers.FixedSizeDataPackBatcher method)
(forte.data.batchers.FixedSizeDataPackBatcherWithExtractor method)
(forte.data.batchers.FixedSizeMultiPackProcessingBatcher method)
(forte.data.batchers.FixedSizeRequestDataPackBatcher method)
(forte.data.batchers.ProcessingBatcher method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor method)
(forte.evaluation.ner_evaluator.CoNLLNEREvaluator method)
(forte.pipeline.Pipeline method)
(forte.pipeline_component.PipelineComponent method)
(forte.processors.base.batch_processor.BaseBatchProcessor method)
(forte.processors.base.batch_processor.Predictor method)
(forte.processors.base.data_selector_for_da.BaseElasticSearchDataSelector method)
(forte.processors.misc.attribute_masking_processor.AttributeMasker method)
(forte.processors.misc.delete_overlap_entries.DeleteOverlapEntry method)
(forte.processors.misc.remote_processor.RemoteProcessor method)
(forte.processors.nlp.ner_predictor.CoNLLNERPredictor method)
(forte.processors.nlp.srl_predictor.SRLPredictor method)
(forte.processors.nlp.subword_tokenizer.SubwordTokenizer method)
initialize_components() (forte.pipeline.Pipeline method)
initialize_selectors() (forte.pipeline.Pipeline method)
insert_annotated_span() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
insert_span() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
InvalidOperationException (class in forte.common.exception)
is_created_by() (forte.data.base_pack.BasePack method)
is_special_token() (forte.data.vocabulary.Vocabulary method)
iter() (forte.data.base_reader.BaseReader method)
iter_in_range() (forte.data.data_pack.DataPack method)
K
keys() (forte.common.resources.Resources method)
L
LabeledSpanGraphNetwork (class in forte.models.srl.model)
LabeledSpanGraphNetwork.ReturnType (class in forte.models.srl.model)
language (forte.data.data_pack.Meta attribute)
leaf_feature() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
Link (class in forte.data.ontology.top)
link_index() (forte.data.index.BaseIndex method)
LinkExtractor (class in forte.data.extractors.relation_extractor)
load() (forte.common.resources.Resources method)
LowerCaserProcessor (class in forte.processors.misc.lowercaser_processor)
M
MachineTranslator (class in forte.processors.data_augment.algorithms.machine_translator)
make_configs() (forte.common.configurable.Configurable class method)
MarianMachineTranslator (class in forte.processors.data_augment.algorithms.machine_translator)
mark_special_element() (forte.data.vocabulary.Vocabulary method)
MatrixLike (in module forte.data.types)
maybe_download() (in module forte.data.data_utils)
MemberType (forte.data.ontology.top.Group attribute)
(forte.data.ontology.top.MultiPackGroup attribute)
merge_batches() (in module forte.data.data_utils_io)
Meta (class in forte.data.data_pack)
meta_data() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
MetaAugmentationWrapper (class in forte.models.da_rl.aug_wrapper)
MetaModule (class in forte.models.da_rl.magic_model)
method (forte.data.vocabulary.Vocabulary attribute)
modify_index() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
MSMarcoPassageReader (class in forte.data.readers.ms_marco_passage_reader)
MultiPack (class in forte.data.multi_pack)
MultiPackBatchProcessor (class in forte.processors.base.batch_processor)
MultiPackBoxer (class in forte.data.caster)
MultiPackGeneric (class in forte.data.ontology.top)
MultiPackGroup (class in forte.data.ontology.top)
MultiPackLink (class in forte.data.ontology.top)
MultiPackMeta (class in forte.data.multi_pack)
MultiPackProcessor (class in forte.processors.base.pack_processor)
MultiPackReader (class in forte.data.base_reader)
MultiPackUnboxer (class in forte.data.caster)
N
NameMatchSelector (class in forte.data.selector)
need_pad() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
next_entry() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
num_annotations() (forte.data.data_pack.DataPack property)
num_audio_annotations() (forte.data.data_pack.DataPack property)
num_generics_entries() (forte.data.data_pack.DataPack property)
num_groups() (forte.data.data_pack.DataPack property)
(forte.data.multi_pack.MultiPack property)
num_links() (forte.data.data_pack.DataPack property)
(forte.data.multi_pack.MultiPack property)
O
on_entry_creation() (forte.data.base_pack.BasePack method)
output_size() (forte.models.srl.model.LabeledSpanGraphNetwork property)
P
pack() (forte.processors.base.batch_processor.PackingBatchProcessor method)
(forte.processors.base.batch_processor.Predictor method)
(forte.processors.nlp.ner_predictor.CoNLLNERPredictor method)
(forte.processors.nlp.srl_predictor.SRLPredictor method)
pack_all() (forte.processors.base.batch_processor.PackingBatchProcessor method)
pack_id() (forte.data.ontology.core.Entry property)
pack_name (forte.data.data_pack.Meta attribute)
PackDataException (class in forte.common.exception)
PackIndexError (class in forte.common.exception)
PackingBatchProcessor (class in forte.processors.base.batch_processor)
PackProcessor (class in forte.processors.base.pack_processor)
PackReader (class in forte.data.base_reader)
packs() (forte.data.multi_pack.MultiPack property)
pad() (forte.data.converter.Feature method)
(forte.data.converter.feature.Feature method)
parent() (forte.data.ontology.top.Link property)
parent_id() (forte.data.ontology.top.MultiPackLink method)
parent_pack_id() (forte.data.ontology.top.MultiPackLink method)
ParentType (forte.data.ontology.top.Link attribute)
(forte.data.ontology.top.MultiPackLink attribute)
parse_pack() (forte.data.base_reader.BaseReader method)
perform_augmentation() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
PeriodSentenceSplitter (class in forte.processors.misc.simple_processors)
Pipeline (class in forte.pipeline)
pipeline_length (forte.process_manager.ProcessManager attribute)
PipelineComponent (class in forte.pipeline_component)
pre_evaluation_action() (forte.data.base_extractor.BaseExtractor method)
(forte.data.extractors.attribute_extractor.AttributeExtractor method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor method)
pred_pack_record() (forte.evaluation.base.base_evaluator.Evaluator method)
predefined_vocab() (forte.data.base_extractor.BaseExtractor method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor method)
predict() (forte.processors.base.batch_processor.PackingBatchProcessor method)
(forte.processors.base.batch_processor.Predictor method)
(forte.processors.nlp.ner_predictor.CoNLLNERPredictor method)
(forte.processors.nlp.srl_predictor.SRLPredictor method)
Predictor (class in forte.processors.base.batch_processor)
prev_entry() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
process() (forte.data.data_pack_dataset.DataPackDataset method)
(forte.pipeline.Pipeline method)
process_dataset() (forte.pipeline.Pipeline method)
process_one() (forte.pipeline.Pipeline method)
ProcessExecutionException (class in forte.common.exception)
ProcessFlowException (class in forte.common.exception)
ProcessingBatcher (class in forte.data.batchers)
ProcessJob (class in forte.process_job)
ProcessJobStatus (class in forte.process_job)
ProcessManager (class in forte.process_manager)
ProcessorConfigError (class in forte.common.exception)
purge_deleted_packs() (forte.data.multi_pack.MultiPack method)
Q
Query (class in forte.data.ontology.top)
query_by_type_subtype() (forte.data.index.BaseIndex method)
QueryDataSelector (class in forte.processors.base.data_selector_for_da)
R
RandomDataSelector (class in forte.processors.base.data_selector_for_da)
RandomDeletionDataAugmentOp (class in forte.processors.data_augment.algorithms.eda_ops)
RandomInsertionDataAugmentOp (class in forte.processors.data_augment.algorithms.eda_ops)
RandomSwapDataAugmentOp (class in forte.processors.data_augment.algorithms.eda_ops)
RandomWordSplitDataAugmentOp (class in forte.processors.data_augment.algorithms.word_splitting_op)
RawExample (in module forte.data.data_pack_dataset)
read_from_cache() (forte.data.base_reader.BaseReader method)
record (forte.data.base_pack.BaseMeta attribute)
(forte.data.data_pack.Meta attribute)
record() (forte.data.base_reader.BaseReader method)
(forte.datasets.mrc.squad_reader.SquadReader method)
(forte.processors.base.base_processor.BaseProcessor method)
(forte.processors.misc.remote_processor.RemoteProcessor method)
(forte.processors.nlp.subword_tokenizer.SubwordTokenizer method)
record_field() (forte.data.base_pack.BasePack method)
ref_names() (forte.pipeline.Pipeline property)
ref_pack_record() (forte.evaluation.base.base_evaluator.Evaluator method)
RegexNameMatchSelector (class in forte.data.selector)
regret_creation() (forte.data.base_pack.BasePack method)
relink() (forte.data.multi_pack.MultiPack method)
relink_pointer() (forte.data.ontology.core.Entry method)
RemoteProcessor (class in forte.processors.misc.remote_processor)
remove() (forte.common.resources.Resources method)
remove_pack() (forte.data.multi_pack.MultiPack method)
rename_pack() (forte.data.multi_pack.MultiPack method)
replace() (forte.processors.data_augment.algorithms.embedding_similarity_replacement_op.EmbeddingSimilarityReplacementOp method)
(forte.processors.data_augment.algorithms.text_replacement_op.TextReplacementOp method)
replace_annotations() (forte.processors.data_augment.algorithms.base_data_augmentation_op.BaseDataAugmentationOp method)
ReplacementDataAugmentProcessor (class in forte.processors.data_augment.base_data_augment_processor)
ReplaceOperationsType (in module forte.data.types)
request() (forte.train_preprocessor.TrainPreprocessor property)
RequestPackingProcessor (class in forte.processors.base.batch_processor)
reset_flags() (forte.pipeline_component.PipelineComponent method)
ResourceError (class in forte.common.exception)
Resources (class in forte.common.resources)
resources (forte.pipeline_component.PipelineComponent attribute)
run() (forte.pipeline.Pipeline method)
S
sample_rate (forte.data.data_pack.Meta attribute)
sample_rate() (forte.data.data_pack.DataPack property)
Sampler (class in forte.processors.data_augment.algorithms.sampler)
save() (forte.common.resources.Resources method)
(forte.pipeline.Pipeline method)
(forte.processors.misc.vocabulary_processor.Alphabet method)
Selector (class in forte.data.selector)
serialize() (forte.data.base_pack.BasePack method)
serve() (forte.pipeline.Pipeline method)
set_attr() (forte.data.base_store.BaseStore method)
set_attribute() (forte.data.base_store.BaseStore method)
(forte.data.data_store.DataStore method)
set_audio() (forte.data.data_pack.DataPack method)
set_child() (forte.data.ontology.core.BaseLink method)
(forte.data.ontology.top.Link method)
(forte.data.ontology.top.MultiPackLink method)
set_control_component() (forte.data.base_pack.BasePack method)
set_parent() (forte.data.ontology.core.BaseLink method)
(forte.data.ontology.top.Link method)
(forte.data.ontology.top.MultiPackLink method)
set_profiling() (forte.data.base_reader.BaseReader method)
(forte.pipeline.Pipeline method)
set_reader() (forte.pipeline.Pipeline method)
set_test_mode() (forte.processors.misc.remote_processor.RemoteProcessor method)
set_text() (forte.data.base_reader.BaseReader method)
single_annotation_augment() (forte.processors.data_augment.algorithms.back_translation_op.BackTranslationOp method)
(forte.processors.data_augment.algorithms.character_flip_op.CharacterFlipOp method)
(forte.processors.data_augment.algorithms.dictionary_replacement_op.DictionaryReplacementOp method)
(forte.processors.data_augment.algorithms.DistributionReplacementOp method)
(forte.processors.data_augment.algorithms.single_annotation_op.SingleAnnotationAugmentOp method)
(forte.processors.data_augment.algorithms.typo_replacement_op.TypoReplacementOp method)
SingleAnnotationAugmentOp (class in forte.processors.data_augment.algorithms.single_annotation_op)
SinglePackSelector (class in forte.data.selector)
slice_batch() (in module forte.data.data_utils_io)
Span (class in forte.data.span)
SquadReader (class in forte.datasets.mrc.squad_reader)
SRLPredictor (class in forte.processors.nlp.srl_predictor)
sub_features() (forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
SubwordExtractor (class in forte.data.extractors.subword_extractor)
SubwordTokenizer (class in forte.processors.nlp.subword_tokenizer)
T
TexarBertMetaModule (class in forte.models.da_rl.magic_model)
text() (forte.data.data_pack.DataPack property)
text_replace_operation() (forte.data.base_reader.BaseReader method)
TextReplacementOp (class in forte.processors.data_augment.algorithms.text_replacement_op)
tid() (forte.data.ontology.core.Entry property)
timer_yield() (forte.data.base_reader.BaseReader method)
to_dict() (forte.data.vocabulary.Vocabulary method)
to_string() (forte.data.base_pack.BasePack method)
TrainPipeline (class in forte.train_pipeline)
TrainPreprocessor (class in forte.train_preprocessor)
translate() (forte.processors.data_augment.algorithms.machine_translator.MachineTranslator method)
(forte.processors.data_augment.algorithms.machine_translator.MarianMachineTranslator method)
TypoReplacementOp (class in forte.processors.data_augment.algorithms.typo_replacement_op)
U
UDAIterator (class in forte.processors.data_augment.algorithms.UDA)
UniformSampler (class in forte.processors.data_augment.algorithms.sampler)
UniformTypoGenerator (class in forte.processors.data_augment.algorithms.typo_replacement_op)
UnigramSampler (class in forte.processors.data_augment.algorithms.sampler)
UnknownOntologyClassException (class in forte.common.exception)
update() (forte.common.resources.Resources method)
(forte.data.data_pack.DataPack method)
update_basic_index() (forte.data.index.BaseIndex method)
update_group_index() (forte.data.index.BaseIndex method)
update_link_index() (forte.data.index.BaseIndex method)
update_meta_model() (forte.models.da_rl.aug_wrapper.MetaAugmentationWrapper method)
update_results() (forte.data.ontology.top.Query method)
update_vocab() (forte.data.base_extractor.BaseExtractor method)
(forte.data.extractors.attribute_extractor.AttributeExtractor method)
(forte.data.extractors.char_extractor.CharExtractor method)
(forte.data.extractors.relation_extractor.LinkExtractor method)
(forte.data.extractors.seqtagging_extractor.BioSeqTaggingExtractor method)
use_pad (forte.data.vocabulary.Vocabulary attribute)
use_unk (forte.data.vocabulary.Vocabulary attribute)
V
ValidationError (class in forte.common.exception)
viterbi_tags() (forte.models.ner.conditional_random_field.ConditionalRandomField method)
vocab() (forte.data.base_extractor.BaseExtractor property)
(forte.data.converter.Feature property)
(forte.data.converter.feature.Feature property)
vocab_items() (forte.data.vocabulary.Vocabulary method)
VocabFilter (class in forte.data.vocabulary)
Vocabulary (class in forte.data.vocabulary)
VocabularyProcessor (class in forte.processors.misc.vocabulary_processor)
W
WhiteSpaceTokenizer (class in forte.processors.misc.simple_processors)
will_select() (forte.data.selector.AllPackSelector method)
(forte.data.selector.FirstPackSelector method)
(forte.data.selector.NameMatchSelector method)
(forte.data.selector.RegexNameMatchSelector method)
(forte.data.selector.SinglePackSelector method)
WordnetDictionary (class in forte.processors.data_augment.algorithms.dictionary)
write_record() (forte.processors.base.base_processor.BaseProcessor method)
writes_record() (forte.evaluation.base.base_evaluator.Evaluator method)
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