mlrintermbo: Model-Based Optimization for 'mlr3' Through 'mlrMBO'

The 'mlrMBO' package can ordinarily not be used for optimization within 'mlr3', because of incompatibilities of their respective class systems. 'mlrintermbo' offers a compatibility interface that provides 'mlrMBO' as an 'mlr3tuning' 'Tuner' object, for tuning of machine learning algorithms within 'mlr3', as well as a 'bbotk' 'Optimizer' object for optimization of general objective functions using the 'bbotk' black box optimization framework. The control parameters of 'mlrMBO' are faithfully reproduced as a 'paradox' 'ParamSet'.

Version:	0.5.1-1
Imports:	backports, checkmate, data.table, mlr3misc (≥ 0.1.4), paradox, R6, lhs, callr, bbotk, mlr3tuning
Suggests:	mlr, ParamHelpers, testthat, rgenoud, DiceKriging, emoa, cmaesr, randomForest, smoof, lgr, mlr3, mlr3learners, mlr3pipelines, mlrMBO, ranger, rpart, mco
Published:	2024-06-07
DOI:	10.32614/CRAN.package.mlrintermbo
Author:	Martin Binder [aut, cre]
Maintainer:	Martin Binder <developer.mb706 at doublecaret.com>
BugReports:	https://github.com/mb706/mlrintermbo/issues
License:	LGPL-3
URL:	https://github.com/mb706/mlrintermbo
NeedsCompilation:	no
Materials:	README NEWS
CRAN checks:	mlrintermbo results

Documentation:

Reference manual:

mlrintermbo.pdf

Downloads:

Package source:	mlrintermbo_0.5.1-1.tar.gz
Windows binaries:	r-devel: mlrintermbo_0.5.1-1.zip, r-release: mlrintermbo_0.5.1-1.zip, r-oldrel: mlrintermbo_0.5.1-1.zip
macOS binaries:	r-release (arm64): mlrintermbo_0.5.1-1.tgz, r-oldrel (arm64): mlrintermbo_0.5.1-1.tgz, r-release (x86_64): mlrintermbo_0.5.1-1.tgz, r-oldrel (x86_64): mlrintermbo_0.5.1-1.tgz
Old sources:	mlrintermbo archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mlrintermbo to link to this page.