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 on Kubernetes
• Distributed XGBoost with XGBoost4J-Spark
• Distributed XGBoost with Dask
• DART booster
• Monotonic Constraints
• Random Forests in XGBoost
• Feature Interaction Constraints
• Survival Analysis with Accelerated Failure Time
• C API Tutorial
• Text Input Format of DMatrix
• Notes on Parameter Tuning
• Using XGBoost External Memory Version
• Custom Objective and Evaluation Metric

 

Copyright

https://xgboost.readthedocs.io/en/latest/tutorials/index.html