CRAN/E | bbotk

bbotk

Black-Box Optimization Toolkit

Installation

About

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'.

bbotk.mlr-org.com
github.com/mlr-org/bbotk
Bug report File report

Key Metrics

Version 0.8.0
R ≥ 3.1.0
Published 2024-02-29 57 days ago
Needs compilation? yes
License LGPL-3
CRAN checks bbotk results
Language en-US

Downloads

Yesterday 230 -10%
Last 7 days 1.367 -1%
Last 30 days 5.974 -7%
Last 90 days 15.845 +1%
Last 365 days 50.436 +16%

Maintainer

Maintainer

Marc Becker

marcbecker@posteo.de

Authors

Marc Becker

cre / aut

Jakob Richter

aut

Michel Lang

aut

Bernd Bischl

aut

Martin Binder

aut

Olaf Mersmann

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

bbotk: A brief introduction

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bbotk archive

Depends

paradox ≥ 0.7.0
R ≥ 3.1.0

Imports

checkmate ≥ 2.0.0
data.table
lgr
methods
mlr3misc ≥0.11.0
R6

Suggests

adagio
emoa
GenSA
irace ≥ 3.5
knitr
nloptr
progressr
rmarkdown
testthat ≥ 3.0.0

Reverse Imports

counterfactuals
miesmuschel
mlr3fselect
mlr3hyperband
mlr3mbo
mlr3tuning
mlr3verse
mlrintermbo
sense

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