Parallel BO

Hello,

How can I run this code so it includes parallel evaluations? Specifically, the paper Bayesian Optimization with Robust Bayesian Neural Networks claims to have parallel evaluations (in section 3) but I don't see that implemented here. I would like to be able to run such that at each iteration, it draws multiple hyperparameters assignments.

If this isn't implemented, is there a better package for parallel BO?

Thanks.

Start by reviewing the repository's Bayesian optimization entry points and comparing their behavior with section 3 of the cited paper. Determine whether parallel evaluations already have an entry point; if not, define how each iteration should submit and handle multiple hyperparameter assignments. Done means the documented run produces multiple evaluations per iteration, with validation covering that behavior.

Written by the indexing model from the issue text.