nltk/nltk — pull request #377 by kmike (2013-03-30 16:03:42+00:00)
Title: Faster Baum-Welch

In this pull request most calculations required for HiddenMarkovModelTrainer.train_unsupervised are vectorized; this makes train_unsupervised about 30x faster (number is for demo_pos_bw example).