> For the complete documentation index, see [llms.txt](https://luweikxy.gitbook.io/machine-learning-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting.md).

# Boosting

- [AdaBoost](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting/adaboost.md)
- [GradientBoosting](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting/gradientboosting.md)
- [GBDT](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting/gradientboosting/gbdt.md)
- [XGBoost](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting/gradientboosting/xgboost.md)
- [XGBoost理论](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting/gradientboosting/xgboost/xgboost-theory.md)
- [XGBoost实践](https://luweikxy.gitbook.io/machine-learning-notes/ensemble-learning/boosting/gradientboosting/xgboost/xgboost-practice.md)