PhotonIDTraining

Example of photon ID MVA training by XGBoost under python3

Set up

Suggest to use miniconda for python3 environment :

Step 1 : Download miniconda

wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh # for Linux
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-arm64.sh # for Mac

Step 2 : Install miniconda

sh Miniconda3-latest-Linux-x86_64.sh # for Linux
sh Miniconda3-latest-MacOSX-arm64.sh # for Mac

Step 3 : Set conda environment (Actually do it whenever opening a new terminal)

source $HOME/miniconda3/etc/profile.d/conda.sh

Step 4 : Install all python modules

conda env create -f setup/environment.yml

Enter and exit miniconda

conda activate photon_id_xgboost # Enter conda
conda deactivate                 # Exit conda