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The SiFi-CC neural network identifies Compton events from the SiFi-CC Geant4 simulation and predicts positions and energies of the Compton electron and photon.

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neural-network

This work runs on python 3.6.5 or later.

To install the python packages needed to run the SiFi-CC Neural Network run the following pip:

pip install tensorflow==2.2 numpy jupyterlab uproot==3.13.0 uproot_methods matplotlib tqdm pandas xxhash lz4

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The SiFi-CC neural network identifies Compton events from the SiFi-CC Geant4 simulation and predicts positions and energies of the Compton electron and photon.

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  • Jupyter Notebook 71.3%
  • Python 27.9%
  • Shell 0.8%