XGBoost
XGBoost is an implementation of gradient boosted decision trees designed for speed and performance.
Installation on Centos-7
git clone --recursive https://github.com/dmlc/xgboost
cd xgboost
mkdir build
cd build/
yum list cmake*
yum install cmake3.x86_64
yum install make
yum update --skip-broken
yum upgrade -y --skip-broken
cmake3 .. -DUSE_CUDA=ON
make -j
cd /root/xgboost
cd python-package
python setup.py install
python -c "import xgboost"
Written on August 24, 2018