GBDT theory, application and analysis

It's has been a long time I have been using GBDT for ranking. This article is going to talk about the math deduction, the application and analysis.

Math

The math are mostly source from

[this page](https://xgboost.readthedocs.io/en/stable/tutorials/model.html)