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Package Reference

  • torchtext
  • torchtext.data
    • Dataset, Batch, and Example
      • Dataset
      • TabularDataset
      • Batch
      • Example
    • Fields
      • RawField
      • Field
      • ReversibleField
      • SubwordField
      • NestedField
    • Iterators
      • Iterator
      • BucketIterator
      • BPTTIterator
    • Pipeline
      • Pipeline
    • Functions
      • batch
      • pool
      • get_tokenizer
      • interleave_keys
  • torchtext.datasets
    • Sentiment Analysis
      • SST
      • IMDb
    • Question Classification
      • TREC
    • Entailment
      • SNLI
      • MultiNLI
    • Language Modeling
      • WikiText-2
      • WikiText103
      • PennTreebank
    • Machine Translation
      • Multi30k
      • IWSLT
      • WMT14
    • Sequence Tagging
      • UDPOS
      • CoNLL2000Chunking
    • Question Answering
      • BABI20
  • torchtext.vocab
    • Vocab
    • SubwordVocab
    • Vectors
      • Pretrained Word Embeddings
    • GloVe
    • FastText
    • CharNGram
      • Misc.
    • _default_unk_index
    • pretrained_aliases
  • torchtext.utils
    • reporthook
    • download_from_url
  • Examples
torchtext
  • Docs »
  • torchtext
  • Edit on GitHub

torchtext¶

The torchtext package consists of data processing utilities and popular datasets for natural language.

Package Reference

  • torchtext
  • torchtext.data
    • Dataset, Batch, and Example
    • Fields
    • Iterators
    • Pipeline
    • Functions
  • torchtext.datasets
    • Sentiment Analysis
    • Question Classification
    • Entailment
    • Language Modeling
    • Machine Translation
    • Sequence Tagging
    • Question Answering
  • torchtext.vocab
    • Vocab
    • SubwordVocab
    • Vectors
    • GloVe
    • FastText
    • CharNGram
    • _default_unk_index
    • pretrained_aliases
  • torchtext.utils
    • reporthook
    • download_from_url
  • Examples

Indices and tables¶

  • Index
  • Module Index
  • Search Page
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