torchtext (ecosystem)

E96635

PyTorch ecosystem project Python library natural language processing library open-source software

torchtext is a PyTorch library that provides tools, datasets, and utilities for building and processing text data in natural language processing workflows.

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Observed surface forms (6)

Surface form	Occurrences
torchtext	0
torchtext.data	1
torchtext.datasets	1
torchtext.functional	1
torchtext.models	1
torchtext.transforms	1

Statements (48)

Predicate	Object
instanceOf	PyTorch ecosystem project ⓘ Python library ⓘ natural language processing library ⓘ open-source software ⓘ
compatibleWith	PyTorch ⓘ
documentationURL	https://pytorch.org/text/stable/index.html ⓘ
hasComponent	torchtext (ecosystem) self-linksurface differs ⓘ surface form: torchtext.data torchtext (ecosystem) self-linksurface differs ⓘ surface form: torchtext.datasets torchtext (ecosystem) self-linksurface differs ⓘ surface form: torchtext.functional torchtext (ecosystem) self-linksurface differs ⓘ surface form: torchtext.models torchtext (ecosystem) self-linksurface differs ⓘ surface form: torchtext.transforms torchtext.vocab ⓘ
implements	torch.utils.data.Dataset ⓘ torch.utils.data.IterableDataset ⓘ
license	BSD-style license ⓘ
maintainedBy	PyTorch ⓘ surface form: PyTorch team open-source contributors ⓘ
operatesOn	natural language text ⓘ text data ⓘ
partOf	PyTorch ⓘ surface form: PyTorch ecosystem
programmingLanguage	Python ⓘ
provides	data pipelines ⓘ data processing utilities ⓘ iterable datasets ⓘ pretrained text embeddings ⓘ text datasets ⓘ tokenization utilities ⓘ torch.utils.data.Dataset wrappers ⓘ vocabulary utilities ⓘ
repositoryPlatform	GitHub ⓘ
sourceCodeRepository	https://github.com/pytorch/text ⓘ
supports	TorchScript-compatible transforms ⓘ batch text processing ⓘ numericalization of text ⓘ pretrained word embeddings ⓘ text data augmentation ⓘ text tokenization ⓘ vocabulary building ⓘ
supportsTask	language modeling ⓘ machine translation ⓘ natural language processing ⓘ sequence tagging ⓘ text classification ⓘ
targetUser	NLP practitioners ⓘ data scientists ⓘ machine learning researchers ⓘ
usedWith	torch.nn ⓘ torchtext-based NLP models ⓘ