What is XGBoost? Gradient boosting is a machine learning algorithm that is used for classification and predictions. XGBoost is just an extreme type of gradient boosting.

Second, Yandex is offering the CatBoost library as a free service, released under an Apache license, to any and all who need or want to use gradient-boosting tech in their own programs.