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Draft: Feature/surrogate wrapper

Rebecca Kohlhaas requested to merge RKohlhaas/bayesvalidrox:feature/surrogateWrapper into develop

Add a wrapper class for metamodel objects for space- and time-explicit metamodels. This should enable to easily build surrogate models that share the same interface, but internally use time and/or space as additional input parameters.

The feature should ...

  • Not change the PyLinkMetaModel
  • Not change the Engine
  • Transform inputs to the common MetaModel functions to be explicitly dependent on time and/or space. - [ ] MetaModel.fit - [ ] MetaModel.eval_metamodel - [ ] MetaModel.calculate_moments
  • Retain the common settings that are visible to the outside

Checklist:

  • Tests for the added feature
  • Example that uses the new feature
  • Update docs to include feature - [ ] UML class diagrams - [ ] User guide - [ ] Quickstart example - [ ] Tutorial description

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