bbotk-package: bbotk: Black-Box Optimization Toolkit
In bbotk: Black-Box Optimization Toolkit
bbotk-package R Documentation
bbotk: Black-Box Optimization Toolkit
Description
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'.
Package Options
-
"bbotk.debug": If set to TRUE, asynchronous optimization is run in the main process.
-
"bbotk.tiny_logging": If set to TRUE, the logging is simplified to only show points and results.
NA values are removed.
Author(s)
Maintainer: Marc Becker marcbecker@posteo.de (ORCID)
Authors:
Jakob Richter jakob1richter@gmail.com (ORCID)
Michel Lang michellang@gmail.com (ORCID)
Bernd Bischl bernd_bischl@gmx.net (ORCID)
Martin Binder martin.binder@mail.com
Other contributors:
Olaf Mersmann olafm@statistik.tu-dortmund.de [contributor]
See Also
Useful links:
bbotk documentation built on Nov. 5, 2025, 6:23 p.m.
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| bbotk-package | R Documentation |
bbotk: Black-Box Optimization Toolkit
Description
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'.
Package Options
-
"bbotk.debug": If set toTRUE, asynchronous optimization is run in the main process. -
"bbotk.tiny_logging": If set toTRUE, the logging is simplified to only show points and results. NA values are removed.
Author(s)
Maintainer: Marc Becker marcbecker@posteo.de (ORCID)
Authors:
Jakob Richter jakob1richter@gmail.com (ORCID)
Michel Lang michellang@gmail.com (ORCID)
Bernd Bischl bernd_bischl@gmx.net (ORCID)
Martin Binder martin.binder@mail.com
Other contributors:
Olaf Mersmann olafm@statistik.tu-dortmund.de [contributor]
See Also
Useful links:
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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