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words-toolkit

Toolkit for statistical learning of vocabularies.

Models implemented:

  • N-grams ** Combined n-grams with Good-Turing smoothing
  • Probabilistic suffix tree ** Suffix-based variable order Markov model
  • Variable-length Hidden Markov Model ** New HMM-based approach, built with all words substrings
  • Dynamic Markov Model ** Prefix-based variable order Markov model

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Toolkit for statistical learning of vocabularies.

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