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rBayesianOptimization

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")

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Install

install.packages('rBayesianOptimization')

Monthly Downloads

1,390

Version

1.2.1

License

GPL-2

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Maintainer

Yachen Yan

Last Published

April 13th, 2024

Functions in rBayesianOptimization (1.2.1)

Utility_Max

Utility Maximization Function
BayesianOptimization

Bayesian Optimization
KFold

K-Folds cross validation index generator
Matrix_runif

Matrix runif
Min_Max_Inverse_Scale_Vec

MinMax Inverse Scaling
Min_Max_Scale_Mat

Matrix MinMax Scaling
Utility

Utility Computing Function
rBayesianOptimization

rBayesianOptimization: Bayesian Optimization of Hyperparameters