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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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Implement possibility to run hyperparameter opts in the strategy #287

Closed jduerholt closed 11 months ago

jduerholt commented 12 months ago

This PR adds the possibility to run a hyperparameter optimization within a BO step to ensure to have always the most accurate model.

This PR will break the ACB worker, in the strategies_serial notebook it is shown how to change it.

Also note, that some restructuring of the repository was needed in order to circumvent circular imports.

jduerholt commented 12 months ago

This PR adds the possibility to run a hyperparameter optimization within a BO step to ensure to have always the most accurate model.