Evaluation Methods for Topic Models

MATLAB implementations of the Chib-style estimator, harmonic mean, and several importance sampling methods can be found here. There is a Java implementation of the "left-to-right" algorithm in MALLET. For more details on each of these methods, see our ICML 2009 paper.