Improving Close Photons' Resolution in CERN's CMS HGCAL Next Detector with Machine Learning Techniques (XGBoost, Pytorch's NN)
0.Helpers Contains headers for the rest of code and Testing C++ files
1.AddTTrees Contains a series of C++ files for reading TTrees created by HGCAL's software and generating other TTrees with some extra information.
2.ReadTrees Contains C++ files for reading events and making plots and statistics.
3.Analysis Contains:
- C++ files for saving root TTrees information into txt files
- Pthon files for analysis the produced txt files with ML techniques
- pycache
- spyder's project folder .spyproject
myData Ideally contains produced txt files
myTTrees Ideally contains root files with TTrees