Bayesian Optimization of Hyperparameters

A Pure R implementation of Bayesian Global Optimization with Gaussian Processes.


rBayesianOptimization

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Bayesian Optimization of Hyper-parameters

A Pure R implementation of Bayesian Global Optimization with Gaussian Processes.

To install:

  • the stable version from CRAN:
install.packages("rBayesianOptimization")
  • the latest development version:
devtools::install_github("yanyachen/rBayesianOptimization")

Reference manual

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install.packages("rBayesianOptimization")

1.2.2 by Yachen Yan, a year ago


https://github.com/yanyachen/rBayesianOptimization


Report a bug at https://github.com/yanyachen/rBayesianOptimization/issues


Browse source code at https://github.com/cran/rBayesianOptimization


Authors: Yachen Yan [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports stats, utils, data.table, magrittr, foreach, GPfit

Suggests xgboost


Imported by DCLEAR, xpect.

Suggested by MachineShop, UKBAnalytica, mlexperiments, mllrnrs, mlsurvlrnrs.


See at CRAN