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ML-based E/Gamma Classification from its ECAL Shower Image

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EGamma_ML.ipynb
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ML-based E/Gamma Classification

Setup

  1. Fork or clone this repository.

  2. Download data.zip from the link below and unzip the file. Locate the repository data in this repository EGamma. https://cernbox.cern.ch/index.php/s/FcZUD9iOrS0IzYy

  3. Open EGamma_ML.ipynb and run the cells. You might need to install some packages (see pytorch.yml) if you don't already have them in the environment you are running it.

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ML-based E/Gamma Classification from its ECAL Shower Image

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  • Jupyter Notebook 98.3%
  • Python 1.7%