bbotk

bbotk-package

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'.

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'.

Marc Becker

Black-Box Optimization Toolkit

Jakob Richter

Michel Lang

Bernd Bischl

Martin Binder

Olaf Mersmann

bbotk-package function

Maintainer: Marc Becker <a href="/link/marcbecker%40posteo.de?package=bbotk&version=0.7.3" data-mini-rdoc="bbotk::marcbecker@posteo.de">marcbecker@posteo.de</a> (<a href="https://orcid.org/0000-0002-8115-0400">ORCID</a>)
Authors:<ul>
<li>Jakob Richter <a href="/link/jakob1richter%40gmail.com?package=bbotk&version=0.7.3" data-mini-rdoc="bbotk::jakob1richter@gmail.com">jakob1richter@gmail.com</a> (<a href="https://orcid.org/0000-0003-4481-5554">ORCID</a>)</li>
<li>Michel Lang <a href="/link/michellang%40gmail.com?package=bbotk&version=0.7.3" data-mini-rdoc="bbotk::michellang@gmail.com">michellang@gmail.com</a> (<a href="https://orcid.org/0000-0001-9754-0393">ORCID</a>)</li>
<li>Bernd Bischl <a href="/link/bernd_bischl%40gmx.net?package=bbotk&version=0.7.3" data-mini-rdoc="bbotk::bernd_bischl@gmx.net">bernd_bischl@gmx.net</a> (<a href="https://orcid.org/0000-0001-6002-6980">ORCID</a>)</li>
<li>Martin Binder <a href="/link/martin.binder%40mail.com?package=bbotk&version=0.7.3" data-mini-rdoc="bbotk::martin.binder@mail.com">martin.binder@mail.com</a></li>
</ul>Other contributors:<ul>
<li>Olaf Mersmann <a href="/link/olafm%40statistik.tu-dortmund.de?package=bbotk&version=0.7.3" data-mini-rdoc="bbotk::olafm@statistik.tu-dortmund.de">olafm@statistik.tu-dortmund.de</a> [contributor]</li>
</ul>

Author

bbotk: Black-Box Optimization Toolkit — bbotk-package

Maintainer: Marc Becker <a href='mailto:marcbecker@posteo.de'>marcbecker@posteo.de</a> (<a href='https://orcid.org/0000-0002-8115-0400'>ORCID</a>)
Authors:<ul>
<li>Jakob Richter <a href='mailto:jakob1richter@gmail.com'>jakob1richter@gmail.com</a> (<a href='https://orcid.org/0000-0003-4481-5554'>ORCID</a>)</li>
<li>Michel Lang <a href='mailto:michellang@gmail.com'>michellang@gmail.com</a> (<a href='https://orcid.org/0000-0001-9754-0393'>ORCID</a>)</li>
<li>Bernd Bischl <a href='mailto:bernd_bischl@gmx.net'>bernd_bischl@gmx.net</a> (<a href='https://orcid.org/0000-0001-6002-6980'>ORCID</a>)</li>
<li>Martin Binder <a href='mailto:martin.binder@mail.com'>martin.binder@mail.com</a></li>
</ul>

Other contributors:<ul>
<li>Olaf Mersmann <a href='mailto:olafm@statistik.tu-dortmund.de'>olafm@statistik.tu-dortmund.de</a> [contributor]</li>
</ul>

bbotk-package: bbotk: Black-Box Optimization Toolkit

Description

Arguments

Author

See Also