rBayesianOptimization: Bayesian Optimization of Hyperparameters
Version 1.1.0

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

Browse man pages Browse package API and functions Browse package files

AuthorYachen Yan [aut, cre]
Date of publication2016-09-14 21:44:11
MaintainerYachen Yan <yanyachen21@gmail.com>
LicenseGPL-2
Version1.1.0
URL http://github.com/yanyachen/rBayesianOptimization
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rBayesianOptimization")

Man pages

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
rBayesianOptimization: rBayesianOptimization: Bayesian Optimization of...
Utility: Utility Computing Function
Utility_Max: Utility Maximization Function

Functions

BayesianOptimization Man page Source code
KFold Man page Source code
Matrix_runif Man page Source code
Min_Max_Inverse_Scale_Vec Man page Source code
Min_Max_Scale_Mat Man page Source code
Utility Man page Source code
Utility_Max Man page Source code
rBayesianOptimization Man page
rBayesianOptimization-package Man page

Files

NAMESPACE
R
R/Utils.R
R/Utility.R
R/Utility_Max.R
R/rBayesianOptimization.R
R/BayesianOptimization.R
R/KFold.R
MD5
DESCRIPTION
man
man/Matrix_runif.Rd
man/rBayesianOptimization.Rd
man/BayesianOptimization.Rd
man/Min_Max_Inverse_Scale_Vec.Rd
man/KFold.Rd
man/Min_Max_Scale_Mat.Rd
man/Utility.Rd
man/Utility_Max.Rd
rBayesianOptimization documentation built on May 29, 2017, 10:43 p.m.