Additional auxiliary material for the master thesis "Unfolding of the e+e- ->pi+pi-gamma(gamma) invariant mass spectrum using 
Simulation based inference on KLOE08 data"

Python Scripts:
- event_seelction.py: apply the cuts to the Monte Carlo and Real data

- process_events.py: filters events and converts them to .feather tables

- mnpe_example.py: runs MNPE and samples from posterior

- npe_example.py: runs NPE and samples from posterior

- sbc.py: runs Simulation-based Calibration test

- RooUnfold_example.py: compares unfolded spectrum obtained from SBI with spectrum obtained from RooUnfold BayesUnfolding

- feature_importance.py: runs permutation feature importance to identify critical parameters

Data:
- sigpp_30_10_25.dat: final bare cross section after all efficiencies and corrections

- covspp08_sbi.dat: final covariance matrix after all efficencies and corrections