CRAN/E | R Packages from Michel Lang

Michel Lang

Author of 42 R packages

Quick info

Michel Lang has worked on 42 packages so far. In total, Michel Lang has worked with 162 other authors on those packages. This amount of teamwork is mind-blowing! A true legend.

Packages overview

BBmisc
BatchExperiments
BatchJobs
OpenML
ParamHelpers
backports
base64url
batchtools
bbotk
checkmate
data.table
digest
evaluate
fail
mlr
mlr3
mlr3batchmark
mlr3benchmark
mlr3cluster
mlr3data
mlr3db
mlr3fairness
mlr3filters
mlr3fselect
mlr3learners
mlr3mbo
mlr3measures
mlr3misc
mlr3oml
mlr3pipelines
mlr3resampling
mlr3spatiotempcv
mlr3tuning
mlr3tuningspaces
mlr3verse
mlr3viz
mlrCPO
mlrMBO
paradox
parallelMap
slurmR
stabm

Package details

BBmisc

Miscellaneous Helper Functions for B. Bischl

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

BatchExperiments

Statistical Experiments on Batch Computing Clusters

Bernd Bischl , Michel Lang , Olaf Mersmann

BatchJobs

Batch Computing with R

Bernd Bischl , Michel Lang , Henrik Bengtsson

OpenML

Open Machine Learning and Open Data Platform

Giuseppe Casalicchio , Bernd Bischl , Dominik Kirchhoff , Michel Lang , Benjamin Hofner , Jakob Bossek , Pascal Kerschke , Joaquin Vanschoren

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

backports

Reimplementations of Functions Introduced Since R-3.0.0

Michel Lang , R Core Team

base64url

Fast and URL-Safe Base64 Encoder and Decoder

Michel Lang , Apache Foundation , Free Software Foundation

batchtools

Tools for Computation on Batch Systems

Michel Lang , Bernd Bischl , Dirk Surmann

bbotk

Black-Box Optimization Toolkit

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

checkmate

Fast and Versatile Argument Checks

Michel Lang , Bernd Bischl , Dénes Tóth

data.table

Extension of 'data.frame'

Tyson Barrett , Matt Dowle , Arun Srinivasan , Jan Gorecki , Michael Chirico , Toby Hocking , Pasha Stetsenko , Tom Short , Steve Lianoglou , Eduard Antonyan , Markus Bonsch , Hugh Parsonage , Scott Ritchie , Kun Ren , Xianying Tan , Rick Saporta , Otto Seiskari , Xianghui Dong , Michel Lang , Watal Iwasaki , Seth Wenchel , Karl Broman , Tobias Schmidt , David Arenburg , Ethan Smith , Francois Cocquemas , Matthieu Gomez , Philippe Chataignon , Nello Blaser , Dmitry Selivanov , Andrey Riabushenko , Cheng Lee , Declan Groves , Daniel Possenriede , Felipe Parages , Denes Toth , Mus Yaramaz-David , Ayappan Perumal , James Sams , Martin Morgan , Michael Quinn , @javrucebo , @marc-outins , Roy Storey , Manish Saraswat , Morgan Jacob , Michael Schubmehl , Davis Vaughan , Leonardo Silvestri , Jim Hester , Anthony Damico , Sebastian Freundt , David Simons , Elliott Sales de Andrade , Cole Miller , Jens Peder Meldgaard , Vaclav Tlapak , Kevin Ushey , Dirk Eddelbuettel , Benjamin Schwendinger , Tony Fischetti , Ofek Shilon , Vadim Khotilovich , Hadley Wickham , Bennet Becker , Kyle Haynes , Boniface Christian Kamgang , Olivier Delmarcell , Josh O'Brien , Dereck de Mezquita , Michael Czekanski

digest

Create Compact Hash Digests of R Objects

Dirk Eddelbuettel with contributions by Antoine Lucas , Jarek Tuszynski , Henrik Bengtsson , Simon Urbanek , Mario Frasca , Bryan Lewis , Murray Stokely , Hannes Muehleisen , Duncan Murdoch , Jim Hester , Wush Wu , Qiang Kou , Thierry Onkelinx , Michel Lang , Viliam Simko , Kurt Hornik , Radford Neal , Kendon Bell , Matthew de Queljoe , Ion Suruceanu , Bill Denney , Dirk Schumacher , Winston Chang , Dean Attali , Michael Chirico.

evaluate

Parsing and Evaluation Tools that Provide More Details than the Default

Hadley Wickham , Yihui Xie , Michael Lawrence , Thomas Kluyver , Jeroen Ooms , Barret Schloerke , Adam Ryczkowski , Hiroaki Yutani , Michel Lang , Karolis Koncevičius , Posit Software , PBC

fail

File Abstraction Interface Layer (FAIL)

Michel Lang

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

mlr3batchmark

Batch Experiments for 'mlr3'

Marc Becker , Michel Lang

mlr3benchmark

Analysis and Visualisation of Benchmark Experiments

Sonabend Raphael , Florian Pfisterer , Michel Lang , Bernd Bischl , Sebastian Fischer

mlr3cluster

Cluster Extension for 'mlr3'

Damir Pulatov , Michel Lang

mlr3data

Collection of Machine Learning Data Sets for 'mlr3'

Michel Lang , Marc Becker

mlr3db

Data Base Backend for 'mlr3'

Michel Lang

mlr3fairness

Fairness Auditing and Debiasing for 'mlr3'

Florian Pfisterer , Wei Siyi , Michel Lang

mlr3filters

Filter Based Feature Selection for 'mlr3'

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

mlr3fselect

Feature Selection for 'mlr3'

Marc Becker , Patrick Schratz , Michel Lang , Bernd Bischl

mlr3learners

Recommended Learners for 'mlr3'

Michel Lang , Quay Au , Stefan Coors , Patrick Schratz

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

mlr3misc

Helper Functions for 'mlr3'

Michel Lang , Patrick Schratz

mlr3oml

Connector Between 'mlr3' and 'OpenML'

Michel Lang , Sebastian Fischer

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

mlr3spatiotempcv

Spatiotemporal Resampling Methods for 'mlr3'

Patrick Schratz , Marc Becker , Jannes Muenchow , Michel Lang

mlr3tuning

Hyperparameter Optimization for 'mlr3'

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

mlr3tuningspaces

Search Spaces for 'mlr3'

Marc Becker , Michel Lang

mlr3verse

Easily Install and Load the 'mlr3' Package Family

Michel Lang , Patrick Schratz

mlr3viz

Visualizations for 'mlr3'

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

mlrCPO

Composable Preprocessing Operators and Pipelines for Machine Learning

Martin Binder , Bernd Bischl , Michel Lang , Lars Kotthoff

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

parallelMap

Unified Interface to Parallelization Back-Ends

Bernd Bischl , Michel Lang , Patrick Schratz

slurmR

A Lightweight Wrapper for 'Slurm'

George Vega Yon , Paul Marjoram , National Cancer Institute , Michael Schubert , Michel Lang

stabm

Stability Measures for Feature Selection

Andrea Bommert , Michel Lang

Colleagues

Bernd Bischl
Jakob Bossek
Daniel Horn
Jakob Richter
Dirk Surmann
Olaf Mersmann
Henrik Bengtsson
Giuseppe Casalicchio
Dominik Kirchhoff
Benjamin Hofner
Pascal Kerschke
Joaquin Vanschoren
Karin Schork
R Core Team
Apache Foundation
Free Software Foundation
Marc Becker
Martin Binder
Dénes Tóth
Tyson Barrett
Matt Dowle
Arun Srinivasan
Jan Gorecki
Michael Chirico
Toby Hocking
Pasha Stetsenko
Tom Short
Steve Lianoglou
Eduard Antonyan
Markus Bonsch
Hugh Parsonage
Scott Ritchie
Kun Ren
Xianying Tan
Rick Saporta
Otto Seiskari
Xianghui Dong
Watal Iwasaki
Seth Wenchel
Karl Broman
Tobias Schmidt
David Arenburg
Ethan Smith
Francois Cocquemas
Matthieu Gomez
Philippe Chataignon
Nello Blaser
Dmitry Selivanov
Andrey Riabushenko
Cheng Lee
Declan Groves
Daniel Possenriede
Felipe Parages
Denes Toth
Mus Yaramaz-David
Ayappan Perumal
James Sams
Martin Morgan
Michael Quinn
@javrucebo
@marc-outins
Roy Storey
Manish Saraswat
Morgan Jacob
Michael Schubmehl
Davis Vaughan
Leonardo Silvestri
Jim Hester
Anthony Damico
Sebastian Freundt
David Simons
Elliott Sales de Andrade
Cole Miller
Jens Peder Meldgaard
Vaclav Tlapak
Kevin Ushey
Dirk Eddelbuettel
Benjamin Schwendinger
Tony Fischetti
Ofek Shilon
Vadim Khotilovich
Hadley Wickham
Bennet Becker
Kyle Haynes
Boniface Christian Kamgang
Olivier Delmarcell
Josh O'Brien
Dereck de Mezquita
Michael Czekanski
Dirk Eddelbuettel with contributions by Antoine Lucas
Jarek Tuszynski
Simon Urbanek
Mario Frasca
Bryan Lewis
Murray Stokely
Hannes Muehleisen
Duncan Murdoch
Wush Wu
Qiang Kou
Thierry Onkelinx
Viliam Simko
Kurt Hornik
Radford Neal
Kendon Bell
Matthew de Queljoe
Ion Suruceanu
Bill Denney
Dirk Schumacher
Winston Chang
Dean Attali
Michael Chirico.
Yihui Xie
Michael Lawrence
Thomas Kluyver
Jeroen Ooms
Barret Schloerke
Adam Ryczkowski
Hiroaki Yutani
Karolis Koncevičius
Posit Software
PBC
Lars Kotthoff
Patrick Schratz
Julia Schiffner
Zachary Jones
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
Sonabend Raphael
Damir Pulatov
Wei Siyi
John Zobolas
Michael H. Buselli
Wessel Dankers
Carlos Fonseca
Manuel Lopez-Ibanez
Luis Paquete
Susanne Dandl
Jannes Muenchow
Daniel Schalk
George Vega Yon
Paul Marjoram
National Cancer Institute
Michael Schubert
Andrea Bommert