ParBayesianOptimization: Parallel Bayesian Optimization of Hyperparameters

Fast, flexible framework for implementing Bayesian optimization of model hyperparameters according to the methods described in Snoek et al. <arXiv:1206.2944>. The package allows the user to run scoring function in parallel, save intermediary results, and tweak other aspects of the process to fully utilize the computing resources available to the user.

Package details

AuthorSamuel Wilson [aut, cre]
MaintainerSamuel Wilson <[email protected]>
Package repositoryView on CRAN
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ParBayesianOptimization documentation built on Dec. 4, 2018, 1:04 a.m.