This repo is deprecated. We have realized that it is much better to build individual projects that have deep optimization and integration with the existing system.

Pointers to the Projects

• XGBoost for tree boosting.
• MXNet for for deep learning
• DiFaco for factorization.

List of Tools

• Boosted Trees (GBDT): XGBoost: eXtreme Gradient Boosting
• Clustering: kmeans
• Linear method: Asynchrouns SGD L-BFGS
• Factorization Machine: DiFacto