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Features highly configurable search spaces via the 'paradox' package and optimizes every user-defined objective function. The package includes several optimization algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband (in 'mlr3hyperband'). bbotk is the base package of 'mlr3tuning', 'mlr3fselect' and 'miesmuschel'.
Version: | 1.3.0 |
Depends: | paradox (≥ 1.0.0), R (≥ 3.1.0) |
Imports: | checkmate (≥ 2.0.0), data.table, lgr, methods, mlr3misc (≥ 0.15.1), R6 |
Suggests: | adagio, emoa, GenSA, irace (≥ 3.5), knitr, nloptr, progressr, processx, redux, testthat (≥ 3.0.0), rush (≥ 0.1.2) |
Published: | 2024-11-07 |
DOI: | 10.32614/CRAN.package.bbotk |
Author: | Marc Becker [cre, aut], Jakob Richter [aut], Michel Lang [aut], Bernd Bischl [aut], Martin Binder [aut], Olaf Mersmann [ctb] |
Maintainer: | Marc Becker <marcbecker at posteo.de> |
BugReports: | https://github.com/mlr-org/bbotk/issues |
License: | LGPL-3 |
URL: | https://bbotk.mlr-org.com, https://github.com/mlr-org/bbotk |
NeedsCompilation: | yes |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | bbotk results |
Reference manual: | bbotk.pdf |
Package source: | bbotk_1.3.0.tar.gz |
Windows binaries: | r-devel: bbotk_1.3.0.zip, r-release: bbotk_1.3.0.zip, r-oldrel: bbotk_1.3.0.zip |
macOS binaries: | r-release (arm64): bbotk_1.3.0.tgz, r-oldrel (arm64): bbotk_1.3.0.tgz, r-release (x86_64): bbotk_1.3.0.tgz, r-oldrel (x86_64): bbotk_1.3.0.tgz |
Old sources: | bbotk archive |
Reverse imports: | counterfactuals, miesmuschel, mlr3fselect, mlr3hyperband, mlr3mbo, mlr3tuning, mlr3verse, mlrintermbo, sense |
Reverse suggests: | CryptRndTest, DoubleML, mlr3pipelines, mlr3spatiotempcv, mlr3tuningspaces, mlr3viz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.