xgboost: xgboost (XGBoost - Optimized distributed gradient boosting library) xgboost: xgboost: XGBoost is an optimized distributed gradient boosting library xgboost: designed to be highly efficient, flexible and portable. It xgboost: implements machine learning algorithms under the Gradient Boosting xgboost: framework. XGBoost provides a parallel tree boosting (also known as xgboost: GBDT, GBM) that solve many data science problems in a fast and xgboost: accurate way. The same code runs on major distributed environment xgboost: (Hadoop, SGE, MPI) and can solve problems beyond billions of xgboost: examples. xgboost: