/hgcal-analysis

repository of tools for development of FE trigger concentrator for HGCal

Primary LanguageJupyter Notebook

ECON-T studies

This repository is a collection of tools used for visualizing and analyzing simulated data for the development of the ECON-T FE ASIC. The code contained within is useful for,

  • converting simulated datasets from ROOT files into dataframes or numpy arrays
  • analyzing and visualizing trigger cell data
  • transforming data into formats more suitable for training NN
  • defining NN architectures
  • carrying out training
  • producing performance metrics