Marc Bocquet¹ [email protected] and Alban Farchi¹ [email protected]
During this session, we will apply standard machine learning methods to learn the dynamics of the Lorenz 1996 model. The objective here is to get a preview of how machine learning can be applied to geoscientific models in a low-order models where testing is quick.
These practical sessions are part of the TDMA summer school held in 2023 in Grenoble, France.
Install conda, for example through miniconda or through mamba.
Clone the repertory:
$ git clone [email protected]:cerea-daml/tdma-practical-session.git
Go to the repertory. Once there, create a dedicated anaconda environment for the sessions:
$ conda env create -f environment.yaml
Activate the newly created environment:
$ conda activate tdma
Open the notebook (e.g. with Jupyter) and follow the instructions:
$ jupyter-notebook questions.ipynb