Quick start

Steps to get FootNet running locally or on a server:

1. Clone the repository

$ git clone https://github.com/nd349/FootNet.git
$ cd FootNet

The repository should have the following structure:

FootNet/
├── footnet/
│   ├── ColumnFootNet.py
│   ├── SurfaceFootNet.py
│   ├── getColumnMeteorology.py
│   ├── getSurfaceMeteorology.py
│   ├── ExampleColumnFootNet.ipynb
│   ├── ExampleSurfaceFootNet.ipynb
│   ├── unetpp_model.py
│   └── get_HRRR_met_lite_files.py
├── models/
│   ├── ColumnFootNet_in_sample.pth
│   └── SurfaceFootNet_in_sample.pth
├── training/
│   ├── SurfaceFootNet_multinode_training.py
│   ├── ColumnFootNet_multinode_training.py
│   ├── unetpp_model.py
│   └── slurm.sh
├── requirements.txt
└── README.md

2. Install dependencies

$ pip install -r requirements.txt

3. Download sample meteorology data

$ wget met_sample_link #coming soon

4. Try example jupyter notebooks:
• footnet/ExampleSurfaceFootNet.ipynb
• footnet/ExampleColumnFootNet.ipynb