It would be great if the optimisation could take advantage of multiple cores

Describe the solution you'd like

There is a method described inhttps://arxiv.org/pdf/1206.2944 section 3.3 which is already implemented by the R packagehttps://cran.r-project.org/web/packages/ParBayesianOptimization/ParBayesianOptimization.pdf .