rBayesianOptimization: Bayesian Optimization of Hyperparameters

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

Author
Yachen Yan [aut, cre]
Date of publication
2016-09-14 21:44:11
Maintainer
Yachen Yan <yanyachen21@gmail.com>
License
GPL-2
Version
1.1.0
URLs

View on CRAN

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

Files in this package

rBayesianOptimization
rBayesianOptimization/NAMESPACE
rBayesianOptimization/R
rBayesianOptimization/R/Utils.R
rBayesianOptimization/R/Utility.R
rBayesianOptimization/R/Utility_Max.R
rBayesianOptimization/R/rBayesianOptimization.R
rBayesianOptimization/R/BayesianOptimization.R
rBayesianOptimization/R/KFold.R
rBayesianOptimization/MD5
rBayesianOptimization/DESCRIPTION
rBayesianOptimization/man
rBayesianOptimization/man/Matrix_runif.Rd
rBayesianOptimization/man/rBayesianOptimization.Rd
rBayesianOptimization/man/BayesianOptimization.Rd
rBayesianOptimization/man/Min_Max_Inverse_Scale_Vec.Rd
rBayesianOptimization/man/KFold.Rd
rBayesianOptimization/man/Min_Max_Scale_Mat.Rd
rBayesianOptimization/man/Utility.Rd
rBayesianOptimization/man/Utility_Max.Rd