CONDA

Installing anaconda: https://docs.anaconda.com/anaconda/install/linux/

conda create -n mypython3new python=3.7
conda activate mypython3new
conda install scipy
conda install scikit-learn
conda install jupyter
conda install pandas
conda install matplotlib
conda install -c conda-forge uproot
conda install dask-core
conda install -c conda-forge xgboost
conda install -c conda-forge shap

xgboost: conda install -c conda-forge/label/gcc7 xgboost from: https://anaconda.org/conda-forge/xgboost

Versions used:

python: 3.7.9 scipy: 1.5.2 sklearn: 0.23.2 pandas: 1.1.1 matplotlib: 3.3.1 uproot: 3.12.0 xgboost: 0.9.0 shap 0.36.0

conda activate python3LEE

xgboost now 1.5.0 does not load pickles. To convert pickle files see:

https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html#loading-pickled-file-from-different-version-of-xgboost