-- Building a simplified version of XGBOOST machine from scratch
Here I tried to create a simplified version of the XGBOOST machine that was originally proposed by Tianqi Chen and Carlos Guestrin. Specifically, I implemented a basic boosting tree model, shrinkage and column subsampling and weighted quantile sketch.
*For the original paper, please refer to https://arxiv.org/abs/1603.02754.