xgboost/rabit-learn/README.md

Rabit-Learn

This folder contains implementation of distributed machine learning algorithm using rabit. It also contain links to the Machine Learning packages that uses rabit.

• Contribution of toolkits, examples, benchmarks is more than welcomed!

Toolkits

• KMeans Clustering

• Linear and Logistic Regression

• XGBoost: eXtreme Gradient Boosting

  • xgboost is a very fast boosted tree(also known as GBDT) library, that can run more than 10 times faster than existing packages
  • Rabit carries xgboost to distributed enviroment, inheritating all the benefits of xgboost single node version, and scale it to even larger problems