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Clean and prepare text for modeling with machine learning

Project description

Nlpcleaner Build Status

Clean and prepare text for modeling with machine learning.

  • lower all
  • strip all
  • remove numbers
  • remove symbols
  • remove url
  • strip html tags
  • remove stopwords by detected language or passed language
  • lemming or stemming


from nlpcleaner import TextCleaner


pipenv install .
python test

Push on PyPi

python sdist
pip install twine
twine upload dist/*


  • Add tests to cover different cases and languages;
  • check performances

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Files for nlpcleaner, version 0.3.1
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