Notebooks for the classifier training and validation along with the utility files for 2022-2023 MSci Project "Search for new physics through Higgs-pair production with the ATLAS experiment at the LHC" supervised by Prof. Nikolaos Konstantinidis.

ClassifierTraining.ipynb: training notebook.
ClassifierValidation_100NN.ipynb: validation notebook.
utils.py: file for the training algorithm on the Monte-Carlo 2016, 2017, and 2018 datasets.
utilsv2.py: file for the validation algorithm solely on the 2018 dataset for the control regions.
utilsv5.py: file for the validation algorithm solely on the 20188 dataset for the signal region.