GitHub - herolada/tth-mass-reco: Code for the Bachelor thesis of Adam Herold (2022).

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Code for the Bachelor thesis of Adam Herold (2022).

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
MMC		MMC
figures		figures
mass_reconstruction		mass_reconstruction
particle_assignment		particle_assignment
root_data_extraction		root_data_extraction
scaler_params		scaler_params
tools		tools
README.txt		README.txt
herolada_bachelor_thesis.pdf		herolada_bachelor_thesis.pdf
herolada_bachelor_thesis.tex		herolada_bachelor_thesis.tex
requirements.txt		requirements.txt

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Source codes and materials for the thesis Application of Machine Learning for the Higgs Boson Mass Reconstruction Using ATLAS Data

./data is a folder that will contain all csv and numpy files used by the NNs
./figures is a folder for all pdf files generated by scripts
./mass_reconstruction is a folder for scripts related to the mass reco NNs
./MMC contains MMC script and evaluation
./particle_assignment is a folder for scripts related to the assignment NN training and data extraction
./root_data_extraction contains scripts for extracting csv and numpy files used by NNs from ROOT ntuples
./scaler_params contains parameters of scalers used by NNs
./tool contains other help files
./trained_NN_models will contain trained models

Adam Herold 2021