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Preprocess German texts for serious NLP.

Project description

German Preprocessing Build Status PyPI PyPI - Python Version

Preprocess German texts to do some serious natural-language processing.

  • clean texts
  • remove stopwords (as defined by spaCy)
  • lemmatize
  • lower-case, and remove all punctions, digits are replaced with "0"

Installation

pip install german

Usage

from german import preprocess

preprocess(['Johannes war einer von vielen guten Schülern.', 'Julia trinkt gern Tee.'], remove_stop=True)
# ['johannes gut schüler', 'julia trinken tee']

License

MIT.

Sponsoring

This work was created as part of a project that was funded by the German Federal Ministry of Education and Research.

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