The implementation contains:
- Collapsed Gibbs Sampler
- Example application of online review mining.
Reference:
- David Blei's paper (2003)
- Yelp Review Data Sets. http://www.yelp.com/dataset_challenge/
I will add LDA derivation as technical note shortly.
For report, please see /doc/nonparametric.pdf