nuNet

nuNet is a convolutional neural network platform for reconstructing neutrino properties from radio emission produced in Askaryan events

Folder structure

.
├── ...
├── common                  # directory with tools, models, ...
│   ├── bandpass_filters
│   ├── models
│   │   ├── runD[n]         #  
│   │   ├── runE[n]         # saved models from training sessions
│   │   └── runF[n]         #
│   └── tools
│       └── start_training  # tools for running training sessions
│
├── training                # directory for training code
│   └── runs                
│       ├── direction       
│       │   ├── archive     # directory for archived runs and bases
│       │   ├── base        # directory for bases 
│       │   └── runD[n]     # n = 1, 2, 3, ...
│       ├── energy
│       │   ├── archive     #      
│       │   ├── base        # ──── || ────
│       │   └── runE[n]     #      
│       └── flavour
│           ├── archive     #
│           ├── base        # ──── || ────
│           └── runF[n]     #
└── ...

Packages

Association

The work in this repository is done by Sigfrid Stjärnholm, as a part in the work as a research assistant at Uppsala University with Christian Glaser as a supervisor.