tabs are converted to spaces in hmm.py
kill HiddenMarkovModelTaggerTransformI (see #374)
Merge pull request #376 from kmike/hmm-simpler-transform

remove HiddenMarkovModelTaggerTransformI
Merge pull request #375 from tylerhartley/master

train_unsupervised modification in initial probability matrix distributions
fix HiddenMarkovModelTagger.tag broken in 2b2067709862e9acf0dca626a3e4f342adcca189
Namespaces are one honking great idea
more consistent variable names
TMP: vectorize _forward_probability
hmm: update_outputs flag for train_unsupervised
show baseline in BW demo
vectorize _backward_probability
vectorize Baum-Welch step
more vectorized calculations for Baum-Welch
consistently use self._output_logprob
use logsumexp2
Remove mentions of nltk_speed for now
Restore printing entropy in HMM demos
porter.py changed check for double consonant from dictionary to list

unable to import due to syntax error - changed check for doubledec from dictionary to list
Merge pull request #378 from knkumar/porter.py

porter.py changed check for double consonant from Python2.7+ set to list
Merge pull request #377 from kmike/hmm-experiments

Faster Baum-Welch