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rBayesianOptimization (version 1.1.0)

Bayesian Optimization of Hyperparameters

Description

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

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Version

Install

install.packages('rBayesianOptimization')

Monthly Downloads

949

Version

1.1.0

License

GPL-2

Issues

27

Pull Requests

2

Stars

85

Forks

21

Maintainer

Yachen Yan

Last Published

September 14th, 2016

Functions in rBayesianOptimization (1.1.0)

Matrix_runif

Matrix runif
Utility

Utility Computing Function
rBayesianOptimization

rBayesianOptimization: Bayesian Optimization of Hyperparameters
Min_Max_Inverse_Scale_Vec

MinMax Inverse Scaling
KFold

K-Folds cross validation index generator
BayesianOptimization

Bayesian Optimization
Min_Max_Scale_Mat

Matrix MinMax Scaling
Utility_Max

Utility Maximization Function