CRAN/E | R Packages from Jakob Richter

Jakob Richter

Author of 12 R packages

Quick info

Jakob Richter has worked on 12 packages so far. In total, Jakob Richter has worked with 45 other authors on those packages. Impressive teamwork!

Packages overview

BBmisc
ParamHelpers
bbotk
mlr
mlr3
mlr3hyperband
mlr3mbo
mlr3resampling
mlr3tuning
mlr3viz
mlrMBO
paradox

Package details

BBmisc

Miscellaneous Helper Functions for B. Bischl

Bernd Bischl , Michel Lang , Jakob Bossek , Daniel Horn , Jakob Richter , Dirk Surmann

ParamHelpers

Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning

Bernd Bischl , Michel Lang , Jakob Richter , Jakob Bossek , Daniel Horn , Karin Schork , Pascal Kerschke

bbotk

Black-Box Optimization Toolkit

Marc Becker , Jakob Richter , Michel Lang , Bernd Bischl , Martin Binder , Olaf Mersmann

mlr

Machine Learning in R

Bernd Bischl , Michel Lang , Lars Kotthoff , Patrick Schratz , Julia Schiffner , Jakob Richter , Zachary Jones , Giuseppe Casalicchio , Mason Gallo , Jakob Bossek , Erich Studerus , Leonard Judt , Tobias Kuehn , Pascal Kerschke , Florian Fendt , Philipp Probst , Xudong Sun , Janek Thomas , Bruno Vieira , Laura Beggel , Quay Au , Martin Binder , Florian Pfisterer , Stefan Coors , Steve Bronder , Alexander Engelhardt , Christoph Molnar , Annette Spooner

mlr3

Machine Learning in R - Next Generation

Michel Lang , Bernd Bischl , Jakob Richter , Patrick Schratz , Giuseppe Casalicchio , Stefan Coors , Quay Au , Martin Binder , Florian Pfisterer , Raphael Sonabend , Lennart Schneider , Marc Becker , Sebastian Fischer

mlr3hyperband

Hyperband for 'mlr3'

Marc Becker , Sebastian Gruber , Jakob Richter , Julia Moosbauer , Bernd Bischl

mlr3mbo

Flexible Bayesian Optimization

Lennart Schneider , Jakob Richter , Marc Becker , Michel Lang , Bernd Bischl , Florian Pfisterer , Martin Binder , Sebastian Fischer , Michael H. Buselli , Wessel Dankers , Carlos Fonseca , Manuel Lopez-Ibanez , Luis Paquete

mlr3resampling

Resampling Algorithms for 'mlr3' Framework

Toby Hocking , Michel Lang , Bernd Bischl , Jakob Richter , Patrick Schratz , Giuseppe Casalicchio , Stefan Coors , Quay Au , Martin Binder , Florian Pfisterer , Raphael Sonabend , Lennart Schneider , Marc Becker , Sebastian Fischer

mlr3tuning

Hyperparameter Optimization for 'mlr3'

Marc Becker , Michel Lang , Jakob Richter , Bernd Bischl , Daniel Schalk

mlr3viz

Visualizations for 'mlr3'

Michel Lang , Patrick Schratz , Raphael Sonabend , Marc Becker , Jakob Richter , Damir Pulatov

mlrMBO

Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions

Bernd Bischl , Jakob Richter , Jakob Bossek , Daniel Horn , Michel Lang , Janek Thomas

paradox

Define and Work with Parameter Spaces for Complex Algorithms

Michel Lang , Bernd Bischl , Jakob Richter , Xudong Sun , Martin Binder , Marc Becker

Colleagues

Bernd Bischl
Michel Lang
Jakob Bossek
Daniel Horn
Dirk Surmann
Karin Schork
Pascal Kerschke
Marc Becker
Martin Binder
Olaf Mersmann
Lars Kotthoff
Patrick Schratz
Julia Schiffner
Zachary Jones
Giuseppe Casalicchio
Mason Gallo
Erich Studerus
Leonard Judt
Tobias Kuehn
Florian Fendt
Philipp Probst
Xudong Sun
Janek Thomas
Bruno Vieira
Laura Beggel
Quay Au
Florian Pfisterer
Stefan Coors
Steve Bronder
Alexander Engelhardt
Christoph Molnar
Annette Spooner
Raphael Sonabend
Lennart Schneider
Sebastian Fischer
Sebastian Gruber
Julia Moosbauer
Michael H. Buselli
Wessel Dankers
Carlos Fonseca
Manuel Lopez-Ibanez
Luis Paquete
Toby Hocking
Daniel Schalk
Damir Pulatov