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rBayesianOptimization (version 1.0.0)

Bayesian Optimization of Hyperparameters

Description

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

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Version

Install

install.packages('rBayesianOptimization')

Monthly Downloads

1,100

Version

1.0.0

License

MIT + file LICENSE

Issues

28

Pull Requests

2

Stars

87

Forks

21

Maintainer

Yachen Yan

Last Published

May 8th, 2016

Functions in rBayesianOptimization (1.0.0)

KFold

K-Folds cross validation index generator
rBayesianOptimization

rBayesianOptimization: Bayesian Optimization of Hyperparameters
Matrix_runif

Matrix runif
Utility_Max

Utility Maximization Function
Utility

Utility Computing Function
Min_Max_Inverse_Scale_Vec

MinMax Inverse Scaling
BayesianOptimization

Bayesian Optimization
Min_Max_Scale_Mat

Matrix MinMax Scaling