Analysis repository for generating studies of the HGCAL -- Requirements -- C++, Python, Root
Python Packages -- For Data Pymongo: https://api.mongodb.com/python/current/api/pymongo/
For Analysis -- Matplotlib: http://matplotlib.org/ Scipy: https://www.scipy.org/ Numpy: http://www.numpy.org/
For Machine Learning -- XGBoost: https://github.com/dmlc/xgboost SKLearn: http://scikit-learn.org/stable/
Workflow --
Step 1-- Use Geant4 and target_event_generator to create target ntuples.
Step 2-- Use Geant4 and PFCAL (https://github.com/pfs/PFCal) to generate HGCAL events. (My personal modifications to this repository will be included here shortly).
Step 3-- Copy files locally
Step 4-- Convert files to MongoDB
Step 5-- Carry out analysis