Sync the output of surrogate.predict and strategy.predict

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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Sync the output of surrogate.predict and strategy.predict #282

Closed jduerholt closed 1 year ago

jduerholt commented 1 year ago

This PR fixes the problem that when calling in a botorch based strategy the predict method the result deviates from calling predict on the underlying surrogate in the standard deviation. observation_noise has to be included in both cases.