Gradient Boosted Trees xgboost / LightGBM

The definitive guide

Welcome to Gradient Boosted Trees: xgboost / LightGBM, a website created by Laurae to help users using xgboost / LightGBM properly.

This websites aims at providing:

  • Tutorials
  • Parameter Configuration
  • Detailed Parameters
  • Paramaeter Matching between xgboost / LightGBM

This website does not tackle the usage for distributed computing. Therefore, only single machine environments are supported here.