Materials from Austin SIGKDD talk on boosting, 8/3/16

Slides

  • Mine, from the talk
  • Scikit-learn slides, from it's author

H2O GBM Tuning Guide (by coworker Arno Candel)

XGBoost Tuning Guide

XGBoost for an Analytics Vidhya competition (myself and Sudalai Rajkumar)

Kaggle Kernels (where you can run the code yourself in their own Docker images and their hardware for free)