Repository containing the main code for a ML-based model of neXTSIM dynamics.
The repository contains a main source code directory in 'src', a directory with 'notebooks' containing different jupyter notebooks to interpret or communicate ideas in a more visual way, and some other directories for data,figures... The Main repository structure is the following:
├── data
│ ├── ...
├── environment.yml
├── figures
│ ├── indexes
│ └── velocities
├── LICENSE
├── notebooks
│ ├── convert_nextsim_bin_files.ipynb
│ ├── example_open_nextsim_bin_files.ipynb
│ ├── example_open_nextsim_netcdf.ipynb
│ ├── tests_neXTSIM.ipynb
│ └── visualization_lab.ipynb
├── README.md
└── src
├── datasets
├── models
└── utils
To run the conda environment exported in 'environment.yml' needed, it may take a while to install.
conda env create -f environment.yml
conda activate nextsim_ml