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Jupyter notebooks

These Jupyter notebooks were created & used during original development of the code and associated paper: Arthur P. Guillaumin, Laure Zanna (2021). Stochastic-deep learning parameterization of ocean momentum forcing. The exact version of the code used to produce said paper can be found on Zenodo.

Usage

Follow the installation instructions in the main project readme.

Run jupyter notebook from project/repository root.

You will also need to install Jupyter Notebook: pip install notebook

Individual notebooks may have further dependencies. These should be displayed at the top of the notebook. The following packages are particularly common (pip install <pkg>):

  • ipympl
  • cmocean

2021 paper figures

There are several notebooks which were used to generate the figures in the 2021 paper. These are stored in paper/. See the readme in that folder for further details.

Other notebooks

The other notebooks stored here may need updating in order to run.