Install XGBoost on Mac

brew install gcc@5

pip install xgboost


Problems while installing in OSX 10.11.6?

Install XGBoost on Windows

In case anyone's looking for a simpler solution that doesn't require compiling it yourself:

download xgboost whl file from (make sure to match your python version and system architecture, e.g. "xgboost-0.6-cp35-cp35m-win_amd64.whl" for......


What is XGBoost

XGBoost is a scalable tree boosting system, a faster tool for learning better models.


Model Improvement

Regularized objective for better model

Systems Optimizations

Out of core computing


Cache optimization

Distributed computing

Algorithm ......