Text from some restaurant reviews (Taddy 2012). Variational training of mixture models and topic models with Multinomial likelihoods.
VB coordinate descent for Mixture of Multinomials
VB coordinate descent for DP Mixture of Multinomials
Standard variational training for topic model
Birth and merge variational training for topic model