Here I have not uploaded Glove word embeddings and Brown corpus. Please google it and download it.
First run the hmm tagger : python pos_tagger_hmm.py
This will create test sentences to be used by Deep learning model in order to do apple to apple comparision.
After that one can run deep learning model in tensorflow environment.