CRAN/E | ParBayesianOptimization

ParBayesianOptimization

Parallel Bayesian Optimization of Hyperparameters

Installation

About

Fast, flexible framework for implementing Bayesian optimization of model hyperparameters according to the methods described in Snoek et al. . The package allows the user to run scoring function in parallel, save intermediary results, and tweak other aspects of the process to fully utilize the computing resources available to the user.

github.com/AnotherSamWilson/ParBayesianOptimization
Bug report File report

Key Metrics

Version 1.2.6
R ≥ 3.4
Published 2022-10-18 559 days ago
Needs compilation? no
License GPL-2
CRAN checks ParBayesianOptimization results

Downloads

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Last 7 days 219 +2%
Last 30 days 882 -23%
Last 90 days 2.704 +13%
Last 365 days 10.671 -59%

Maintainer

Maintainer

Samuel Wilson

samwilson303@gmail.com

Authors

Samuel Wilson

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Function Maximization
Sampling Multiple Parameter Sets at Once
Tuning Hyperparameters

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ParBayesianOptimization archive

Depends

R ≥ 3.4

Imports

data.table ≥ 1.11.8
DiceKriging
stats
foreach
dbscan
lhs
crayon
ggplot2
ggpubr ≥ 0.2.4

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