POS-Hidden-Markov-Model

Trained a simple Hidden Markov Model to cluster words in vocabulary in an unsupervised fashion.The clusters that were discovered roughly correspond to POS tags. The dataset used was a concatenated and cleaned up version of five books from A Song of Ice and Fire series.