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'.

Package details

AuthorMarc Becker [cre, aut] (<https://orcid.org/0000-0002-8115-0400>), Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>), Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Martin Binder [aut], Olaf Mersmann [ctb]
MaintainerMarc Becker <marcbecker@posteo.de>
LicenseLGPL-3
Version0.7.2
URL https://bbotk.mlr-org.com https://github.com/mlr-org/bbotk
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bbotk")

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bbotk documentation built on Dec. 8, 2022, 9:14 a.m.