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"))
Description: A set of tools for model-based optimization and tuning of
algorithms. It includes surrogate models, optimizers, and design of experiment
DEoptim, rgenoud, plotly, rsm, nloptr, ggplot2, glmnet, SimInf,
Suggests: car, testthat, batchtools, knitr, rmarkdown, readr, party
Author: Thomas Bartz-Beielstein [aut, cre]

DEoptim, rgenoud, plotly, rsm, nloptr, ggplot2, SimInf, rpart,
Suggests: testthat, batchtools, knitr, rmarkdown, readr

person("Frederik","Rehbach", role = "aut" , comment = c(ORCID = "0000-0003-0922-8629")),
person("Christian", "Lasarczyk", role = "ctb")
algorithms (hyperparameter tuning respectively hyperparameter optimization). It includes surrogate models, optimizers, and design of experiment
Imports: DEoptim, ggplot2, glmnet, graphics, grDevices, laGP, MASS,
nloptr, plgp, plotly, rpart, randomForest, ranger, rgenoud,
Suggests: batchtools, car, farff, knitr, microbenchmark, rmarkdown,
OpenML, party, RColorBrewer, readr, testthat

DEoptim, rgenoud, rsm, nloptr, ggplot2, glmnet, SimInf, rpart,
Suggests: car, plotly, testthat, batchtools, knitr, microbenchmark,
rmarkdown, readr, party, babsim.hospital, RColorBrewer

rpart.plot, smoof, laGP, plgp, sensitivity

Suggests: babsim.hospital, batchtools, car, farff, knitr,
microbenchmark, rmarkdown, OpenML, party, RColorBrewer, readr,

algorithms (hyperparameter tuning). It includes surrogate models, optimizers, and design of experiment

Title: Misc Extensions for the 'SPOT' Package
Description: Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'.
It provides tools for hyperparameter tuning via 'keras/tensorflow', interfacing 'mlr', for performing Markov chain simulations,
and for sensitivity analysis based on sequential bifurcation methods as described in Bettonvil and Kleijnen (1996).
Furthermore, additional plotting functions for output from 'SPOT' runs are implemented.
Bartz-Beielstein T, Lasarczyk C W G, Preuss M (2005) <doi:10.1109/CEC.2005.1554761>.
Bartz-Beielstein T, Zaefferer M, Rehbach F (2021) <arXiv:1712.04076>.
Bartz-Beielstein T, Rehbach F, Sen A, Zaefferer M <arXiv:2105.14625>.
Imports: callr, dplyr, ggplot2, GGally, graphics, grDevices, keras,
magrittr, mlr, Metrics, OpenML, plotly, RColorBrewer,
reticulate, rlang, rpart.plot, rsample, sensitivity, smoof,
SPOT, stats, tensorflow, tfdatasets, utils
Suggests: farff, knitr, rmarkdown, rpart, testthat