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Draft: MuonID NN with Chi2Corr and refactor of Lipschitz NN functions

Adrian Casais Vidal requested to merge acasaisv/muonid-nn2 into 2024-patches

This work implements the Chi2Corr (originally worked out by @mfontana , I just adapted it to new event model) and forwards it togeter with other muon features to a Neural Network.

The features currently chosen are the following:

  • Slope in MUON - Slope in SciFi (both XZ and YZ projections)
  • Chi2Corr dtx_refit dty_refit extrapol_dist chi2corr roc-chi2corr roc-chi2corr The JSON file holding the NN parameters should be put in PARAMFILES, for now it's shipped together with the code to be able to CI while the topology is not agreed upon.
Edited by Adrian Casais Vidal

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