Software for Deep Learning and neutrino experiment
- uproot may be useful. It is the fastest software that I have found regarding turning ROOT TTrees into numpy arrays. It is not the official ROOT software supported by CERN. To install it type
$ pip3 install uproot. - ROOT CERN and PyROOT are useful, However uproot is faster.
- numpy, obviously.
- Tensor Flow, for deep learning purposes.
- Keras, to implement deep learning model relatively fast.
All this code has been developed by Daniel de Andres et al. The folders containing the data can be found in:
/pnfs/ciemat.es/data/neutrinos/WA105/DanielData
/pnfs/ciemat.es/data/neutrinos/WA105/MonteCarloSamples_Daniel