Coupled online learning as a way to tackle instabilities and biases in machine learning parameterizations

This repository contains all the code for this paper: https://arxiv.org/abs/1907.01351

The code is (hopefully) easy to understand and runs fast. In fact, you can simply click the Binder ribbon above and launche a cloud instance of the repository to play around with.

If you find this research interesting, I would greatly appreciate any comments, either via Email or with a Github issue in this repo.

Best, Stephan