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