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Constraining parameters and model comparison tutorials#81

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luizfelippesr wants to merge 17 commits intomasterfrom
improved_docs
Open

Constraining parameters and model comparison tutorials#81
luizfelippesr wants to merge 17 commits intomasterfrom
improved_docs

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@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
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@shutsch shutsch left a comment

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

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Finish main docs

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