Package: ParBayesianOptimization
Title: Parallel Bayesian Optimization of Hyperparameters
Version: 1.4.2
Authors@R: c(
    person("Samuel", "Wilson", , "samwilson303@gmail.com", role = c("aut", "cph")),
    person("Novica", "Nakov", , "nnovica@gmail.com", role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0009-0005-7773-7718"))
  )
Description: Fast, flexible framework for implementing Bayesian
        optimization of model hyperparameters according to the methods
        described in Snoek et al. (2012)
        <doi:10.48550/arXiv.1206.2944>.  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.
License: GPL-2
URL: https://github.com/novica/ParBayesianOptimization
BugReports: https://github.com/novica/ParBayesianOptimization/issues
Depends: R (>= 4.1)
Imports: cli, data.table (>= 1.11.8), dbscan, DiceKriging, foreach,
        ggplot2 (>= 3.3.0), graphics, lhs, patchwork, stats, utils
Suggests: knitr, quarto, testthat (>= 3.1.8), withr, xgboost (>= 3.0.0)
VignetteBuilder: quarto
Config/roxygen2/version: 8.1.0
Config/testthat/edition: 3
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2026-10-20 22:34:12 UTC; root
Author: Samuel Wilson [aut, cph], Novica Nakov [aut, cre, cph] (ORCID:
        <https://orcid.org/0009-0005-7773-7718>)
Maintainer: Novica Nakov <nnovica@gmail.com>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-20 16:40:02 UTC
RemoteUrl: https://github.com/cran/ParBayesianOptimization
RemoteRef: HEAD
RemoteSha: b3e4f19f238ca0181368f3283eaf9f234e8a5dd4