rBayesianOptimization v1.0.0

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by Yachen Yan

Bayesian Optimization of Hyperparameters

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

Functions in rBayesianOptimization

Name Description
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
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Details

Type Package
URL http://github.com/yanyachen/rBayesianOptimization
BugReports http://github.com/yanyachen/rBayesianOptimization/issues
License MIT + file LICENSE
LazyData TRUE
RoxygenNote 5.0.1
NeedsCompilation no
Packaged 2016-05-08 10:40:39 UTC; Administrator
Repository CRAN
Date/Publication 2016-05-08 15:26:30

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