Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Develop infrastructure to ensure reproducibility of the model #1063

Open
4 tasks
ekatef opened this issue Jul 19, 2024 · 0 comments
Open
4 tasks

Develop infrastructure to ensure reproducibility of the model #1063

ekatef opened this issue Jul 19, 2024 · 0 comments
Labels
improvement New feature or request

Comments

@ekatef
Copy link
Member

ekatef commented Jul 19, 2024

We have to ensure stability of the modelling workflow to make it possible reproducing the workflow from older model configurations.

As discussed with @pz-max, a possible concept may look like:

  1. Improve versioning:
  • model;
  • configuration file;
  • data files;
  • documentation.
  1. Document environment specifications for each version.
  2. Ensure that documentation is adjusted properly for each major change in the model.

Datakits for each version can be hosted on zenodo, but we have to make sure that licenses of all the original datasets allow to re-distribute the derived products.

@ekatef ekatef added the improvement New feature or request label Jul 19, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
improvement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant