ROOT-based preprocessing pipeline for TensorFlow/Keras

Linux and OSX:

Description

This repository contains a demonstration of a preprocessing pipeline that includes a direct interface to ROOT TTrees, which was developed in the context of:

• CMS Collaboration, "Searching for new long-lived particle states decaying to jets using a deep neural network", Mach. Learn.: Sci. Technol. 1 (2020) 035012, doi:10.1088/2632-2153/ab9023.

More information

• https://matt-komm.github.io/ROOT-TF-pipeline/

Authors

Copyright 2019 Matthias Komm, Vilius Cepaitis, Robert Bainbridge, Alex Tapper, Oliver Buchmüller.