CRAN/E | R Packages from Martin Binder

Martin Binder

Author of 14 R packages

Quick info

Martin Binder has worked on 14 packages so far. In total, Martin Binder has worked with 42 other authors on those packages. Impressive teamwork!

Packages overview

bbotk
counterfactuals
miesmuschel
mlr
mlr3
mlr3filters
mlr3mbo
mlr3measures
mlr3pipelines
mlr3resampling
mlrCPO
mlrintermbo
mosmafs
paradox

Package details

bbotk

Black-Box Optimization Toolkit

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

counterfactuals

Counterfactual Explanations

Susanne Dandl , Andreas Hofheinz , Martin Binder , Giuseppe Casalicchio

miesmuschel

Mixed Integer Evolution Strategies

Martin Binder , Lennart Schneider , Susanne Dandl , Andreas Hofheinz

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

mlr3filters

Filter Based Feature Selection for 'mlr3'

Patrick Schratz , Michel Lang , Bernd Bischl , Martin Binder , John Zobolas

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

mlr3measures

Performance Measures for 'mlr3'

Michel Lang , Martin Binder

mlr3pipelines

Preprocessing Operators and Pipelines for 'mlr3'

Martin Binder , Florian Pfisterer , Lennart Schneider , Bernd Bischl , Michel Lang , Sebastian Fischer , Susanne Dandl

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

mlrCPO

Composable Preprocessing Operators and Pipelines for Machine Learning

Martin Binder , Bernd Bischl , Michel Lang , Lars Kotthoff

mlrintermbo

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

Martin Binder

mosmafs

Multi-Objective Simultaneous Model and Feature Selection

Martin Binder , Susanne Dandl , Julia Moosbauer

paradox

Define and Work with Parameter Spaces for Complex Algorithms

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

Colleagues

Marc Becker
Jakob Richter
Michel Lang
Bernd Bischl
Olaf Mersmann
Susanne Dandl
Andreas Hofheinz
Giuseppe Casalicchio
Lennart Schneider
Lars Kotthoff
Patrick Schratz
Julia Schiffner
Zachary Jones
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
Florian Pfisterer
Stefan Coors
Steve Bronder
Alexander Engelhardt
Christoph Molnar
Annette Spooner
Raphael Sonabend
Sebastian Fischer
John Zobolas
Michael H. Buselli
Wessel Dankers
Carlos Fonseca
Manuel Lopez-Ibanez
Luis Paquete
Toby Hocking
Julia Moosbauer