hmm-tagger

This is a Part of Speech tagger written in Python, utilizing the Viterbi algorithm (an instantiation of Hidden Markov Models). It uses the Natural Language Toolkit and trains on Penn Treebank-tagged text files. It will use ten-fold cross validation to generate accuracy statistics, comparing its tagged sentences with the gold standard.

Usage

python hmm-tagger.py

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.gitignore		.gitignore
Guesser.py		Guesser.py
HMM.py		HMM.py
Helper.py		Helper.py
PennTags.py		PennTags.py
README.markdown		README.markdown
Tagger.py		Tagger.py
Treebank.py		Treebank.py
TreebankCleaner.py		TreebankCleaner.py
hmm-tagger.py		hmm-tagger.py
test.txt		test.txt
text_1.txt		text_1.txt
text_2.txt		text_2.txt
text_3.txt		text_3.txt
text_4.txt		text_4.txt
text_5.txt		text_5.txt
train.txt		train.txt