blei-lab / ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings. Written by Chong Wang. Fun fact: this inspired the New York Times' engine (blog post)!

Demo

http://www.cs.cmu.edu/~chongw/data/citeulike/

Sample data

http://www.cs.cmu.edu/~chongw/data/citeulike/

Reference

Chong Wang and David M. Blei. Collaborative topic modeling for recommending scientific articles. In KDD 2011. PDF