Classification of Higgs boson decays using machine learning with Python

Hi everybody, I want to present you a project I developed some months ago using Python and machine learning within particle physics topics.

Topic: study of the Higgs boson Yukawa coupling to tau leptons using the 2012 ATLAS Run-2 dataset. Particular focus is dedicated to the usage of machine learning classification algorithms to classify the Higgs decay channel H to tautau as signal with respect to the other background processes.

For the classification have been considered the cases in which …

classification deeplearning learning machine machine learning python