bbotk: Black-Box Optimization Toolkit (original) (raw)
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: | 1.8.0 |
|---|---|
| Depends: | paradox (≥ 1.0.0), R (≥ 3.1.0) |
| Imports: | checkmate (≥ 2.0.0), cli, data.table, lgr, methods, mlr3misc (≥ 0.15.1), R6 |
| Suggests: | adagio, emoa, GenSA, irace (≥ 4.0.0), knitr, mirai, nloptr, processx, progressr, redux, RhpcBLASctl, rush (≥ 0.4.1), testthat (≥ 3.0.0) |
| Published: | 2025-11-06 |
| 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 |
| 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 |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: | counterfactuals, miesmuschel, mlr3fselect, mlr3hyperband, mlr3mbo, mlr3tuning, mlr3verse, mlrintermbo, sense |
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| Reverse suggests: | CryptRndTest, DoubleML, mlr3pipelines, mlr3spatiotempcv, mlr3tuningspaces, mlr3viz, xtdml |
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