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Language detection

REST API for language detection of 14 different languages using naive Bayes approach with character n-gram features. Number of n-grams is determined via cross-validation. Training data: Wikipedia data taken from https://zenodo.org/record/841984#.X9-6t9hKiUn. Implementation is based on Python 3.7.0 using Flask, NLTK and Sklearn.

Supported languages:

  • German
  • French
  • English
  • Finnish
  • Dutch
  • Russian
  • Swedish
  • Norwegian
  • Portuguese
  • Spanish
  • Danish
  • Romanian
  • Italian
  • Hungarian

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Naive Bayes approach for language detection using bigrams and Wikipedia data

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