XGBoost学习资料汇总

参考Bryan大神的XGBoost课程~

1.    自定义目标函数

https://github.com/dmlc/xgboost/blob/master/demo/guide-python/custom_objective.py

2.    机器学习算法中GDBT和XGBOOST的区别有哪些

https://www.zhihu.com/question/41354392

3.    DART

http://xgboost.readthedocs.io/en/latest/tutorials/dart.html

4.    XGBoost：Reliable Large-scale Tree Boosting System（论文）

5.    XGBoost: A scalable TreeBoosting System（论文）

6.    XGBoost参数介绍

http://xgboost.readthedocs.io/en/latest/parameter.html

http://blog.youkuaiyun.com/chuanda112233/article/details/51913254(中文版)

7.    XGBoost原理

http://blog.youkuaiyun.com/a819825294/article/details/51206410

8.    XGBoost推导

http://xgboost.readthedocs.io/en/latest/model.html

9.    GDBT生成新特征

http://blog.youkuaiyun.com/bryan__/article/details/51769118

10. TGBOOST python实现

https://github.com/wepe/tgboost

11. XGBoost导读和实战

12. intrduction to Boosted Tree