Install xgboost on ec2 instance

ec2_xgboost_install.sh

# From 'Manuel Amunategui' https://www.youtube.com/watch?v=VncfC5GeqGs

wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh
bash ~/miniconda.sh -b -p $HOME/miniconda
export PATH="$HOME/miniconda/bin:$PATH"

pip install --upgrade pip
pip install --user numpy scipy matplotlib ipython jupyter pandas sympy nose
sudo yum groupinstall -y 'Development Tools'

pip install xgboost
pip install lightgbm