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Examples
Forte Basics
Building NLP Modules
Complex Examples
Building and Understanding Ontology
A simple ontology config
Before we start
A simple ontology config
Breakdown of the simple ontology
definitions
attributes
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
Common
Exceptions
Resources
Data
Ontology
base
core
top
Packs
BasePack
DataPack
BaseMeta
Meta
BaseIndex
DataIndex
Readers
BaseReader
PackReader
MultiPackReader
CoNLL03Reader
ConllUDReader
BaseDeserializeReader
RawDataDeserializeReader
RecursiveDirectoryDeserializeReader
HTMLReader
MSMarcoPassageReader
MultiPackSentenceReader
MultiPackTerminalReader
OntonotesReader
PlainTextReader
ProdigyReader
RACEMultiChoiceQAReader
StringReader
SemEvalTask8Reader
OpenIEReader
DataPack Dataset
DataPackIterator
DataPackDataset
Batchers
ProcessingBatcher
Data Utilities
maybe_download
batch_instances
merge_batches
slice_batch
dataset_path_iterator
Pipeline
Process Pipeline
Train Pipeline
Pipeline Component
Processors
Base Processors
BaseProcessor
BaseBatchProcessor
BatchProcessor
BasePackProcessor
PackProcessor
Task Processors
CoNLLNERPredictor
SRLPredictor
VocabularyProcessor
Alphabet
Models
Named Entity Recognizer
Semantic Role Labeling
Training System
Train Preprocessor
Converter
Extractor
BaseExtractor
AttributeExtractor
CharExtractor
BioSeqTaggingExtractor
Predictor
Feature
Evaluation
Base Evaluator
Task Evaluators
Data Augmentation
Data Augmentation Processors
ReplacementDataAugmentProcessor
DataSelector
UDAIterator
Data Augmentation Ops
TextReplacementOp
DistributionReplacementOp
Sampler
MachineTranslator
MarianMachineTranslator
BackTranslationOp
DictionaryReplacementOp
Dictionary
WordnetDictionary
Data Augmentation Models
Reinforcement Learning
Vocabulary
Vocabulary
Indexers
Base Evaluator
Task Evaluators
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Welcome to Forte’s documentation!
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Welcome to Forte’s documentation!
¶
Overview
Examples
Forte Basics
Building NLP Modules
Complex Examples
Building and Understanding Ontology
A simple ontology config
Before we start
A simple ontology config
Major ontology types, Annotations, Links, Groups and Generics
Importing another ontology
Package Naming Convention
Generating Python classes from ontology.
API
¶
Common
Exceptions
Resources
Data
Ontology
Packs
Readers
DataPack Dataset
Batchers
Data Utilities
Pipeline
Process Pipeline
Train Pipeline
Pipeline Component
Processors
Base Processors
Task Processors
Models
Named Entity Recognizer
Semantic Role Labeling
Training System
Train Preprocessor
Converter
Extractor
Predictor
Feature
Evaluation
Base Evaluator
Task Evaluators
Data Augmentation
Data Augmentation Processors
Data Augmentation Ops
Data Augmentation Models
Vocabulary
Vocabulary
Indexers
Base Evaluator
Task Evaluators
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