Implement more customization for botorchs models

experimental-design / bofire

Experimental design and (multi-objective) bayesian optimization.

https://experimental-design.github.io/bofire/

BSD 3-Clause "New" or "Revised" License

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Open jduerholt opened 7 months ago

jduerholt commented 7 months ago

The following features could be added:

Current we only support the Standardize output transfrom from botorch. We should also support the others.
Implement input warping
Implement different mean modules