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gamma-ray-astronomy

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This project contains the code to perform a task of Particle identification (PID) in Astrophysics, comparing Deep Learning and Classical Machine Learning approaches. Data are provided by Agile team (http://agile.rm.iasf.cnr.it/) and the goal of the analysis is to provide a Statistical model which is able to distinguish gamma-ray photon for backg…

  • Updated Jul 17, 2020
  • Python

Welcome to the MAGIC Gamma Telescope project! 🌌 The mission is to classify gamma rays and hadrons in astrophysics using machine learning techniques like Logistic Regression, Decision Tree, Random Forest, and Ensemble. Unraveling the universe's mysteries! 🚀 #Astrophysics #MachineLearning

  • Updated Aug 26, 2023
  • Jupyter Notebook

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