Simple Part-of-Speech Tagger (Hidden Markov Model in Python)
Recently, I came across Professor Michael Collins's collection of lectures on statistical natural language processing. Inspired by his first two chapters, I've put together a simple part-of-speech tagger that incorporates many of the concepts covered.
See this notebook for details.