ParBayesianOptimization
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clustermq integration?
The README shows how to parallel on a single machine via doParallel, but it would be great if the docs included info on a multi-node HPC run of ParBayesianOptimization via clustermq (the "best" package for HPC jobs in R).
This package is overdue for an update in the parallelization. I need to do some research though. The way the package is set up, custom parallelization schemas are not supported, I copied ‘caret’s implementation, which is probably severely out of date.