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Hidden Markov Model

Implemntation of Baum Welch-Algorithm for POS tagging

Tasks

  • Implement Forward and Backward Algorithm.
  • Compute Gamma and Eta.
  • Implement Maximisation step
  • Implement scaling to avoid underflow.
  • Predict tags.

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An implementation of Baum-Welch.

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