The eXtreme Tuning Library for XGBoost (tested with v0.6)/LightGBM + Useful MLUtils included.
Implementing the best practices to prevent silly gotchas in training gradient boosting classifiers or any classifier, in general!
Contact the author for feedback or comments at [email protected].