/dpmm-1

Variational inference for Dirichlet process mixture models with multinomial mixture components.

Primary LanguagePython

Variational inference for Dirichlet Process mixture models with multinomial mixture components. You can find more information in this report. Based on the following paper:

Blei, D. M., & Jordan, M. I. (2006). Variational inference for Dirichlet process mixtures. Bayesian analysis, 1(1), 121-143. pdf

You can get an example dataset here (2246 documents from the Associated Press, from David Blei).