Package: SPOT
License: GPL (>= 2)
Title: Sequential Parameter Optimization Toolbox
Type: Package
LazyLoad: yes
LazyData: true
LazyDataCompression: gzip
Encoding: UTF-8
Authors@R: c(	
        person("Thomas", "Bartz-Beielstein", role = c("aut", "cre"), email = "tbb@bartzundbartz.de", comment = c(ORCID = "0000-0002-5938-5158")),
				person("Martin", "Zaefferer", role = "aut", comment = c(ORCID = "0000-0003-2372-2092")),
				person("Frederik","Rehbach", role = "aut" , comment = c(ORCID = "0000-0003-0922-8629")),
	      person("Margarita", "Rebolledo", role = "ctb"),
	      person("Joerg", "Stork", role = "ctb", comment = c(ORCHID="0000-0002-7471-3498")),
	      person("Christian", "Lasarczyk", role = "ctb")
				)
Description: A set of tools for model-based optimization and tuning of
    algorithms (hyperparameter tuning respectively hyperparameter optimization). It includes surrogate models, optimizers, and design of experiment
    approaches. The main interface is spot, which uses sequentially updated
    surrogate models for the purpose of efficient optimization. The main goal is
    to ease the burden of objective function evaluations, when a single evaluation
    requires a significant amount of resources.
Version: 2.11.14
Date: 2022-06-11
Depends: R (>= 3.5.0)
Imports: DEoptim, ggplot2, glmnet, graphics, grDevices, laGP, MASS,
        nloptr, plgp, plotly, rpart, randomForest, ranger, rgenoud,
        rsm, stats, utils
RoxygenNote: 7.2.0
Suggests: batchtools, car, farff, knitr, microbenchmark, rmarkdown,
        OpenML, party, RColorBrewer, readr, testthat
VignetteBuilder: knitr
URL: https://www.spotseven.de
NeedsCompilation: no
Packaged: 2022-06-11 13:04:15 UTC; bartz
Author: Thomas Bartz-Beielstein [aut, cre]
    (<https://orcid.org/0000-0002-5938-5158>),
  Martin Zaefferer [aut] (<https://orcid.org/0000-0003-2372-2092>),
  Frederik Rehbach [aut] (<https://orcid.org/0000-0003-0922-8629>),
  Margarita Rebolledo [ctb],
  Joerg Stork [ctb] (0000-0002-7471-3498),
  Christian Lasarczyk [ctb]
Maintainer: Thomas Bartz-Beielstein <tbb@bartzundbartz.de>
Repository: CRAN
Date/Publication: 2022-06-25 20:00:02 UTC
Built: R 4.1.3; ; 2023-04-17 19:46:58 UTC; windows
