basic_walkthrough               Basic feature walkthrough
custom_objective                Cutomize loss function, and evaluation metric
boost_from_prediction           Boosting from existing prediction
predict_first_ntree             Predicting using first n trees
generalized_linear_model        Generalized Linear Model
cross_validation                Cross validation