nlpaug
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Contents:

  • Overview
  • Example
  • Augmenter
  • Flow
  • Util
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nlpaug¶

nlpgaug is a library for textual augmentation in machine learning experiments. The goal is improving deep learning model performance by generating textual data. It also able to generate adversarial examples to prevent adversarial attacks.

Contents:

  • Overview
  • Example
  • Augmenter
    • Audio Augmenter
      • nlpaug.augmenter.audio.crop
      • nlpaug.augmenter.audio.loudness
      • nlpaug.augmenter.audio.mask
      • nlpaug.augmenter.audio.noise
      • nlpaug.augmenter.audio.normalization
      • nlpaug.augmenter.audio.pitch
      • nlpaug.augmenter.audio.shift
      • nlpaug.augmenter.audio.speed
      • nlpaug.augmenter.audio.vtlp
    • Character Augmenter
      • nlpaug.augmenter.char.keyboard
      • nlpaug.augmenter.char.ocr
      • nlpaug.augmenter.char.random
    • Sentence Augmenter
      • nlpaug.augmenter.sentence.abst_summ
      • nlpaug.augmenter.sentence.context_word_embs_sentence
      • nlpaug.augmenter.sentence.lambada
      • nlpaug.augmenter.sentence.random
    • Spectrogram Augmenter
      • nlpaug.augmenter.spectrogram.frequency_masking
      • nlpaug.augmenter.spectrogram.time_masking
    • Word Augmenter
      • nlpaug.augmenter.word.antonym
      • nlpaug.augmenter.word.back_translation
      • nlpaug.augmenter.word.context_word_embs
      • nlpaug.augmenter.word.random
      • nlpaug.augmenter.word.reserved
      • nlpaug.augmenter.word.spelling
      • nlpaug.augmenter.word.split
      • nlpaug.augmenter.word.synonym
      • nlpaug.augmenter.word.tfidf
      • nlpaug.augmenter.word.word_embs
  • Flow
    • nlpaug.flow.sequential
    • nlpaug.flow.sometimes
  • Util
    • nlpaug.util.file.download

See Module Index for API.

Indices and tables¶

  • Index
  • Module Index
  • Search Page
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© Copyright 2019, Edward Ma Revision 487d9c89.

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