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Add a new parameterization (plus a feature extraction helper) #315

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asross wants to merge 4 commits into master from param_updates

Contributor

asross commented Jan 17, 2023

Adds the following parameterization:

Also:

adds pyqg.parameterization_types which includes all defined parameterization classes and updates the parameterization example notebook to loop through them
adds a helper for extracting symbolic features from pyqg.Model instances, e.g. with pyqg.FeatureExtractor(m)("mul(advected(q), laplacian(u))")

Still TODO before merging: add documentation for the feature extraction helper.

asross and others added 4 commits

January 16, 2023 18:38


          Add hybrid symbolic parameterization and feature extractor

d5ee85f


          Update docstring

9eab839


          Notebook and tweaks

e573eda


          Fix doc build error

23f5a21

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