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

Constraining parameters and model comparison tutorials #81

Open
wants to merge 17 commits into
base: master
Choose a base branch
from

Conversation

luizfelippesr
Copy link
Member

@luizfelippesr luizfelippesr commented Feb 4, 2021

In this PR, I write two jupyter notebooks which substitute the (until now) empty sections of the docs: Constraining parameters and Model comparison. The plan is to exemplify how to use the infrastructure from basic exploratory "fitting" tasks to expensive and complex model comparisons.

A preview of the new doc sections can be seen (until this PR is merged) at:
https://imagine-code.readthedocs.io/en/improved_docs/

PR task list:

  • Information criteria toolkit
  • Constraining parameters
    • Deterministic field
      • MAP
      • MCMC
      • Nested sampling
    • Sochastic fields
      • Likelihood error and ensemble size
      • Likelihood convergence reports
      • Bias
  • Model comparison
    • Information criteria usage
    • Evidence

@luizfelippesr luizfelippesr added documentation Improvements or additions to documentation Pipeline Involves Pipeline objects labels Feb 4, 2021
@luizfelippesr luizfelippesr self-assigned this Feb 4, 2021
@luizfelippesr luizfelippesr linked an issue Mar 12, 2021 that may be closed by this pull request
14 tasks
@luizfelippesr luizfelippesr marked this pull request as ready for review June 19, 2021 13:26
Copy link
Member

@shutsch shutsch left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

The model comparison tutorial is not done yet. we could leave it out for the moment.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
documentation Improvements or additions to documentation Pipeline Involves Pipeline objects
Projects
None yet
Development

Successfully merging this pull request may close these issues.

Finish main docs
2 participants