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bbotk: Black-Box Optimization Toolkit
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'.
Getting started
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Package details |
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| Author | Marc Becker [cre, aut] (ORCID: <https://orcid.org/0000-0002-8115-0400>), Jakob Richter [aut] (ORCID: <https://orcid.org/0000-0003-4481-5554>), Michel Lang [aut] (ORCID: <https://orcid.org/0000-0001-9754-0393>), Bernd Bischl [aut] (ORCID: <https://orcid.org/0000-0001-6002-6980>), Martin Binder [aut], Olaf Mersmann [ctb] |
| Maintainer | Marc Becker <marcbecker@posteo.de> |
| License | LGPL-3 |
| Version | 1.6.0 |
| URL | https://bbotk.mlr-org.com https://github.com/mlr-org/bbotk |
| Package repository | View on CRAN |
| Installation |
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