kchang2 / deep-learning-HGCal

Applying deep learning techniques to the HGCal analysis

Deep Learning for the CMS HGCal upgrade

We apply deep learning techniques to the backend of the CMS HGCal data analysis.

Pre-process data

You can do this in two options

1. The modified HGCal Reco N-tuple analyzer
2. The root_processor.py that comes installed.

The difference between the two options is that the first option has more features than the second option.

Running the first option

Follow the instruction sfrom the reco-ntuple README.

Running the second option

The program runs by python standard python root_processor.py

If you want to run it with a script to loop through all the files at once, just specific the parameters within script.py and run that instead python script.py