Codes and Datasets

All OceaniX shared codes and datasets are availabe on our github repo here. We highlight some codes and datasets below. We also provide full lists for codes and datasets

Code highlights

4DVarNN

Pytorch package for jointly learning variational models and associated solvers, including application to 4DVar data assimilation.

Associated paper:here

Git repo

PDEnetGen 1.0

Keras package for the generation of CNN architectures from symbolic PDEs.

Associated paper:here

Git repo

Dataset highlights

SSH mapping Data Challenge

Pytorch package for the benchmarking of space-time interpolation algorithms for the mapping of SSH fields from satellite data.

Associated paper:here

Git repo

Full list of available codes

4DVarNN Git repo

PDEnetGen 1.0 Git repo

DetideNet Git repo

Full list of available datasets

SSH mapping Data Challenge Git repo