DeepNeutrino

Software for Deep Learning and neutrino experiment

Dependences

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

Name		Name	Last commit message	Last commit date
Latest commit History 46 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
images		images
CNN.ipynb		CNN.ipynb
CNN_alongZ.ipynb		CNN_alongZ.ipynb
Generator.ipynb		Generator.ipynb
Open_data.ipynb		Open_data.ipynb
Preliminaries.ipynb		Preliminaries.ipynb
README.md		README.md
Test1.ipynb		Test1.ipynb
big.png		big.png
ennumerate.sh		ennumerate.sh
ev1.root		ev1.root
ev2.root		ev2.root
funciones.py		funciones.py
reduce.py		reduce.py
reducir_guardar_particles.py		reducir_guardar_particles.py
save		save
small.png		small.png
untitled		untitled