XGBoost Tutorials

This section contains official tutorials inside XGBoost package. See Awesome XGBoost for more resources.

Contents:

• Introduction to Boosted Trees
• Introduction to Model IO
• Distributed XGBoost with AWS YARN
• Distributed XGBoost with Kubernetes
• Distributed XGBoost with XGBoost4J-Spark
• DART booster
• Monotonic Constraints
• Random Forests in XGBoost
• Feature Interaction Constraints
• Text Input Format of DMatrix
• Notes on Parameter Tuning
• Using XGBoost External Memory Version (beta)
• Custom Objective and Evaluation Metric
• Distributed XGBoost with Dask