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DESCRIPTION
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DESCRIPTION
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Package: mlrMBO
Title: Model-Based Optimization for mlr
Description: A framework for the (sequential) model-based parameter
optimization. It offers methods to optimize numeric or discrete influence
parameters of non-linear black-box single- or multiobjective target
functions like an industrial simulator or a time-consuming algorithm using
cheap surrogate models.
Authors@R: c(person("Bernd", "Bischl", email = "[email protected]", role =
c("aut", "cre")), person("Jakob", "Bossek", email =
"[email protected]", role = "aut"), person("Daniel", "Horn",
email = "[email protected]", role = "aut"), person("Michel",
"Lang", email = "[email protected]", role = "aut"))
License: BSD_3_clause + file LICENSE
URL: https://github.com/berndbischl/mlrMBO
BugReports: https://github.com/berndbischl/mlrMBO/issues
Depends:
lhs,
mlr (>= 2.7),
ParamHelpers (>= 1.8),
smoof (>= 1.3)
Imports:
BBmisc (>= 1.7),
checkmate (>= 1.7.1),
ggplot2,
RColorBrewer,
gridExtra,
parallelMap (>= 1.1),
plyr,
reshape2
Suggests:
akima,
cmaes,
DiceKriging,
DiceOptim,
earth,
emoa,
GGally,
kernlab,
kknn,
mboost,
mco,
nnet,
party,
randomForest,
rpart,
testthat,
eaf
LazyData: yes
ByteCompile: yes
Version: 1.0
RoxygenNote: 5.0.1