[nlperguiy]

https://github.com/Microsoft/LightGBM

LightGBM also has GPU support for learning decision trees.

[sanxiyn]

Note: LightGBM paper https://arxiv.org/abs/1706.08359 cites XGBoost paper (reference 16).