g-laz77 / Hidden-Markov-Model

An implementation of Baum-Welch.

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.