CRAN/E | R Packages from Max Kuhn

Max Kuhn

Author of 51 R packages

Quick info

Max Kuhn has worked on 51 packages so far. In total, Max Kuhn has worked with 300 other authors on those packages. This amount of teamwork is mind-blowing! A true legend.

Packages overview

AmesHousing
AppliedPredictiveModeling
C50
Cubist
DescTools
KingCountyHouses
ModTools
QSARdata
agua
applicable
baguette
beans
bonsai
broom
brulee
bundle
butcher
caret
contrast
corrr
desirability
desirability2
dials
discrim
embed
finetune
generics
hardhat
modeldata
modeldb
multilevelmod
parsnip
plsmod
poissonreg
probably
recipes
rngtools
rsample
rules
sfd
shinymodels
sparsediscrim
spectacles
stacks
tidymodels
tidyposterior
tidypredict
tune
usemodels
workflowsets
yardstick

Package details

AmesHousing

The Ames Iowa Housing Data

Max Kuhn , Dmytro Perepolkin , RStudio

AppliedPredictiveModeling

Functions and Data Sets for 'Applied Predictive Modeling'

Max Kuhn , Kjell Johnson

C50

C5.0 Decision Trees and Rule-Based Models

Max Kuhn , Steve Weston , Mark Culp , Nathan Coulter , Ross Quinlan , RuleQuest Research , Rulequest Research Pty Ltd.

Cubist

Rule- And Instance-Based Regression Modeling

Max Kuhn , Steve Weston , Chris Keefer , Nathan Coulter , Ross Quinlan , Rulequest Research Pty Ltd.

DescTools

Tools for Descriptive Statistics

Andri Signorell , Ken Aho , Andreas Alfons , Nanina Anderegg , Tomas Aragon , Chandima Arachchige , Antti Arppe , Adrian Baddeley , Kamil Barton , Ben Bolker , Hans W. Borchers , Frederico Caeiro , Stephane Champely , Daniel Chessel , Leanne Chhay , Nicholas Cooper , Clint Cummins , Michael Dewey , Harold C. Doran , Stephane Dray , Charles Dupont , Dirk Eddelbuettel , Claus Ekstrom , Martin Elff , Jeff Enos , Richard W. Farebrother , John Fox , Romain Francois , Michael Friendly , Tal Galili , Matthias Gamer , Joseph L. Gastwirth , Vilmantas Gegzna , Yulia R. Gel , Sereina Graber , Juergen Gross , Gabor Grothendieck , Frank E. Harrell Jr , Richard Heiberger , Michael Hoehle , Christian W. Hoffmann , Soeren Hojsgaard , Torsten Hothorn , Markus Huerzeler , Wallace W. Hui , Pete Hurd , Rob J. Hyndman , Christopher Jackson , Matthias Kohl , Mikko Korpela , Max Kuhn , Detlew Labes , Friederich Leisch , Jim Lemon , Dong Li , Martin Maechler , Arni Magnusson , Ben Mainwaring , Daniel Malter , George Marsaglia , John Marsaglia , Alina Matei , David Meyer , Weiwen Miao , Giovanni Millo , Yongyi Min , David Mitchell , Cyril Flurin Moser , Franziska Mueller , Markus Naepflin , Danielle Navarro , Henric Nilsson , Klaus Nordhausen , Derek Ogle , Hong Ooi , Nick Parsons , Sandrine Pavoine , Tony Plate , Luke Prendergast , Rol , Rapold , William Revelle , Tyler Rinker , Brian D. Ripley , Caroline Rodriguez , Nathan Russell , Nick Sabbe , Ralph Scherer , Venkatraman E. Seshan , Michael Smithson , Greg Snow , Karline Soetaert , Werner A. Stahel , Alec Stephenson , Mark Stevenson , Ralf Stubner , Matthias Templ , Duncan Temple Lang , Terry Therneau , Yves Tille , Luis Torgo , Adrian Trapletti , Joshua Ulrich , Kevin Ushey , Jeremy VanDerWal , Bill Venables , John Verzani , Pablo J. Villacorta Iglesias , Gregory R. Warnes , Stefan Wellek , Hadley Wickham , R , R. Wilcox , Peter Wolf , Daniel Wollschlaeger , Joseph Wood , Ying Wu , Thomas Yee , Achim Zeileis

KingCountyHouses

Data on House Sales in King County WA

Max Kuhn

ModTools

Tools for Building Regression and Classification Models

Andri Signorell , Bernhard Compton , Marcel Dettling , Alexandre Hainard , Max Kuhn , Frédérique Lisacek , Michal Majka , Markus Müller , Dan Putler , Jean-Charles Sanchez , Natalia Tiberti , Natacha Turck , Jarek Tuszynski , Robin Xavier , Achim Zeileis

QSARdata

Quantitative Structure Activity Relationship (QSAR) Data Sets

Max Kuhn

agua

'tidymodels' Integration with 'h2o'

Max Kuhn , Qiushi Yan , Steven Pawley , Posit Software , PBC

applicable

A Compilation of Applicability Domain Methods

Marly Gotti , Max Kuhn , RStudio

baguette

Efficient Model Functions for Bagging

Max Kuhn , Posit Software , PBC

beans

Data on Dried Beans

Max Kuhn

bonsai

Model Wrappers for Tree-Based Models

Daniel Falbel , Athos Damiani , Roel M. Hogervorst , Max Kuhn , Simon Couch , RStudio

broom

Convert Statistical Objects into Tidy Tibbles

David Robinson , Alex Hayes , Simon Couch , Posit Software , PBC , Indrajeet Patil , Derek Chiu , Matthieu Gomez , Boris Demeshev , Dieter Menne , Benjamin Nutter , Luke Johnston , Ben Bolker , Francois Briatte , Jeffrey Arnold , Jonah Gabry , Luciano Selzer , Gavin Simpson , Jens Preussner , Jay Hesselberth , Hadley Wickham , Matthew Lincoln , Alessandro Gasparini , Lukasz Komsta , Frederick Novometsky , Wilson Freitas , Michelle Evans , Jason Cory Brunson , Simon Jackson , Ben Whalley , Karissa Whiting , Yves Rosseel , Michael Kuehn , Jorge Cimentada , Erle Holgersen , Karl Dunkle Werner , Ethan Christensen , Steven Pav , Paul PJ , Ben Schneider , Patrick Kennedy , Lily Medina , Brian Fannin , Jason Muhlenkamp , Matt Lehman , Bill Denney , Nic Crane , Andrew Bates , Vincent Arel-Bundock , Hideaki Hayashi , Luis Tobalina , Annie Wang , Wei Yang Tham , Clara Wang , Abby Smith , Jasper Cooper , E Auden Krauska , Alex Wang , Malcolm Barrett , Charles Gray , Jared Wilber , Vilmantas Gegzna , Eduard Szoecs , Frederik Aust , Angus Moore , Nick Williams , Marius Barth , Bruna Wundervald , Joyce Cahoon , Grant McDermott , Kevin Zarca , Shiro Kuriwaki , Lukas Wallrich , James Martherus , Chuliang Xiao , Joseph Larmarange , Max Kuhn , Michal Bojanowski , Hakon Malmedal , Clara Wang , Sergio Oller , Luke Sonnet , Jim Hester , Ben Schneider , Bernie Gray , Mara Averick , Aaron Jacobs , Andreas Bender , Sven Templer , Paul-Christian Buerkner , Matthew Kay , Erwan Le Pennec , Johan Junkka , Hao Zhu , Benjamin Soltoff , Zoe Wilkinson Saldana , Tyler Littlefield , Charles T. Gray , Shabbh E. Banks , Serina Robinson , Roger Bivand , Riinu Ots , Nicholas Williams , Nina Jakobsen , Michael Weylandt , Lisa Lendway , Karl Hailperin , Josue Rodriguez , Jenny Bryan , Chris Jarvis , Greg Macfarlane , Brian Mannakee , Drew Tyre , Shreyas Singh , Laurens Geffert , Hong Ooi , Henrik Bengtsson , Eduard Szocs , David Hugh-Jones , Matthieu Stigler , Hugo Tavares , R. Willem Vervoort , Brenton M. Wiernik , Josh Yamamoto , Jasme Lee , Taren Sanders , Ilaria Prosdocimi , Daniel D. Sjoberg , Alex Reinhart

brulee

High-Level Modeling Functions with 'torch'

Max Kuhn , Daniel Falbel , Posit Software , PBC

bundle

Serialize Model Objects with a Consistent Interface

Julia Silge , Simon Couch , Qiushi Yan , Max Kuhn , Posit Software , PBC

butcher

Model Butcher

Joyce Cahoon , Davis Vaughan , Max Kuhn , Alex Hayes , Julia Silge , Posit , PBC

caret

Classification and Regression Training

Max Kuhn , Jed Wing , Steve Weston , Andre Williams , Chris Keefer , Allan Engelhardt , Tony Cooper , Zachary Mayer , Brenton Kenkel , R Core Team , Michael Benesty , Reynald Lescarbeau , Andrew Ziem , Luca Scrucca , Yuan Tang , Can Candan , Tyler Hunt

contrast

A Collection of Contrast Methods

Alan O'Callaghan , Max Kuhn , Steve Weston , Jed Wing , James Forester , Thorn Thaler

corrr

Correlations in R

Max Kuhn , Simon Jackson , Jorge Cimentada

desirability

Function Optimization and Ranking via Desirability Functions

Max Kuhn

desirability2

Desirability Functions for Multiparameter Optimization

Max Kuhn , Posit Software , PBC

dials

Tools for Creating Tuning Parameter Values

Max Kuhn , Hannah Frick , Posit Software , PBC

discrim

Model Wrappers for Discriminant Analysis

Emil Hvitfeldt , Max Kuhn , Posit Software , PBC

embed

Extra Recipes for Encoding Predictors

Emil Hvitfeldt , Max Kuhn , Posit Software , PBC

finetune

Additional Functions for Model Tuning

Max Kuhn , Posit Software , PBC

generics

Common S3 Generics not Provided by Base R Methods Related to Model Fitting

Hadley Wickham , Max Kuhn , Davis Vaughan , RStudio

hardhat

Construct Modeling Packages

Davis Vaughan , Max Kuhn , Posit Software , PBC

modeldata

Data Sets Useful for Modeling Examples

Max Kuhn , Posit Software , PBC

modeldb

Fits Models Inside the Database

Edgar Ruiz , Max Kuhn

multilevelmod

Model Wrappers for Multi-Level Models

Max Kuhn , Hannah Frick , RStudio

parsnip

A Common API to Modeling and Analysis Functions

Max Kuhn , Davis Vaughan , Emil Hvitfeldt , Posit Software , PBC

plsmod

Model Wrappers for Projection Methods

Max Kuhn , RStudio

poissonreg

Model Wrappers for Poisson Regression

Max Kuhn , Hannah Frick , RStudio

probably

Tools for Post-Processing Predicted Values

Max Kuhn , Davis Vaughan , Edgar Ruiz , Posit Software , PBC

recipes

Preprocessing and Feature Engineering Steps for Modeling

Max Kuhn , Hadley Wickham , Emil Hvitfeldt , Posit Software , PBC

rngtools

Utility Functions for Working with Random Number Generators

Renaud Gaujoux , Max Kuhn

rsample

General Resampling Infrastructure

Hannah Frick , Fanny Chow , Max Kuhn , Michael Mahoney , Julia Silge , Hadley Wickham , Posit Software , PBC

rules

Model Wrappers for Rule-Based Models

Emil Hvitfeldt , Max Kuhn , Posit Software , PBC

sfd

Space-Filling Design Library

Max Kuhn

shinymodels

Interactive Assessments of Models

Max Kuhn , Shisham Adhikari , Julia Silge , Simon Couch , Posit Software , PBC

sparsediscrim

Sparse and Regularized Discriminant Analysis

Max Kuhn , John Ramey

spectacles

Storing, Manipulating and Analysis Spectroscopy and Associated Data

Pierre Roudier , Max Kuhn , Kristian Hovde Liland , Bjorn-Helge Mevik , Hadley Wickham , Raphael Viscarra Rossel

stacks

Tidy Model Stacking

Simon Couch , Max Kuhn , Posit Software , PBC

tidymodels

Easily Install and Load the 'Tidymodels' Packages

Max Kuhn , Hadley Wickham , Posit Software , PBC

tidyposterior

Bayesian Analysis to Compare Models using Resampling Statistics

Max Kuhn , Posit Software , PBC

tidypredict

Run Predictions Inside the Database

Edgar Ruiz , Max Kuhn

tune

Tidy Tuning Tools

Max Kuhn , Posit Software , PBC

usemodels

Boilerplate Code for 'Tidymodels' Analyses

Max Kuhn , RStudio

workflowsets

Create a Collection of 'tidymodels' Workflows

Max Kuhn , Simon Couch , Posit Software , PBC

yardstick

Tidy Characterizations of Model Performance

Max Kuhn , Davis Vaughan , Emil Hvitfeldt , Posit Software , PBC

Colleagues

Dmytro Perepolkin
RStudio
Kjell Johnson
Steve Weston
Mark Culp
Nathan Coulter
Ross Quinlan
RuleQuest Research
Rulequest Research Pty Ltd.
Chris Keefer
Andri Signorell
Ken Aho
Andreas Alfons
Nanina Anderegg
Tomas Aragon
Chandima Arachchige
Antti Arppe
Adrian Baddeley
Kamil Barton
Ben Bolker
Hans W. Borchers
Frederico Caeiro
Stephane Champely
Daniel Chessel
Leanne Chhay
Nicholas Cooper
Clint Cummins
Michael Dewey
Harold C. Doran
Stephane Dray
Charles Dupont
Dirk Eddelbuettel
Claus Ekstrom
Martin Elff
Jeff Enos
Richard W. Farebrother
John Fox
Romain Francois
Michael Friendly
Tal Galili
Matthias Gamer
Joseph L. Gastwirth
Vilmantas Gegzna
Yulia R. Gel
Sereina Graber
Juergen Gross
Gabor Grothendieck
Frank E. Harrell Jr
Richard Heiberger
Michael Hoehle
Christian W. Hoffmann
Soeren Hojsgaard
Torsten Hothorn
Markus Huerzeler
Wallace W. Hui
Pete Hurd
Rob J. Hyndman
Christopher Jackson
Matthias Kohl
Mikko Korpela
Detlew Labes
Friederich Leisch
Jim Lemon
Dong Li
Martin Maechler
Arni Magnusson
Ben Mainwaring
Daniel Malter
George Marsaglia
John Marsaglia
Alina Matei
David Meyer
Weiwen Miao
Giovanni Millo
Yongyi Min
David Mitchell
Cyril Flurin Moser
Franziska Mueller
Markus Naepflin
Danielle Navarro
Henric Nilsson
Klaus Nordhausen
Derek Ogle
Hong Ooi
Nick Parsons
Sandrine Pavoine
Tony Plate
Luke Prendergast
Rol
Rapold
William Revelle
Tyler Rinker
Brian D. Ripley
Caroline Rodriguez
Nathan Russell
Nick Sabbe
Ralph Scherer
Venkatraman E. Seshan
Michael Smithson
Greg Snow
Karline Soetaert
Werner A. Stahel
Alec Stephenson
Mark Stevenson
Ralf Stubner
Matthias Templ
Duncan Temple Lang
Terry Therneau
Yves Tille
Luis Torgo
Adrian Trapletti
Joshua Ulrich
Kevin Ushey
Jeremy VanDerWal
Bill Venables
John Verzani
Pablo J. Villacorta Iglesias
Gregory R. Warnes
Stefan Wellek
Hadley Wickham
R
R. Wilcox
Peter Wolf
Daniel Wollschlaeger
Joseph Wood
Ying Wu
Thomas Yee
Achim Zeileis
Bernhard Compton
Marcel Dettling
Alexandre Hainard
Frédérique Lisacek
Michal Majka
Markus Müller
Dan Putler
Jean-Charles Sanchez
Natalia Tiberti
Natacha Turck
Jarek Tuszynski
Robin Xavier
Qiushi Yan
Steven Pawley
Posit Software
PBC
Marly Gotti
Daniel Falbel
Athos Damiani
Roel M. Hogervorst
Simon Couch
David Robinson
Alex Hayes
Indrajeet Patil
Derek Chiu
Matthieu Gomez
Boris Demeshev
Dieter Menne
Benjamin Nutter
Luke Johnston
Francois Briatte
Jeffrey Arnold
Jonah Gabry
Luciano Selzer
Gavin Simpson
Jens Preussner
Jay Hesselberth
Matthew Lincoln
Alessandro Gasparini
Lukasz Komsta
Frederick Novometsky
Wilson Freitas
Michelle Evans
Jason Cory Brunson
Simon Jackson
Ben Whalley
Karissa Whiting
Yves Rosseel
Michael Kuehn
Jorge Cimentada
Erle Holgersen
Karl Dunkle Werner
Ethan Christensen
Steven Pav
Paul PJ
Ben Schneider
Patrick Kennedy
Lily Medina
Brian Fannin
Jason Muhlenkamp
Matt Lehman
Bill Denney
Nic Crane
Andrew Bates
Vincent Arel-Bundock
Hideaki Hayashi
Luis Tobalina
Annie Wang
Wei Yang Tham
Clara Wang
Abby Smith
Jasper Cooper
E Auden Krauska
Alex Wang
Malcolm Barrett
Charles Gray
Jared Wilber
Eduard Szoecs
Frederik Aust
Angus Moore
Nick Williams
Marius Barth
Bruna Wundervald
Joyce Cahoon
Grant McDermott
Kevin Zarca
Shiro Kuriwaki
Lukas Wallrich
James Martherus
Chuliang Xiao
Joseph Larmarange
Michal Bojanowski
Hakon Malmedal
Sergio Oller
Luke Sonnet
Jim Hester
Bernie Gray
Mara Averick
Aaron Jacobs
Andreas Bender
Sven Templer
Paul-Christian Buerkner
Matthew Kay
Erwan Le Pennec
Johan Junkka
Hao Zhu
Benjamin Soltoff
Zoe Wilkinson Saldana
Tyler Littlefield
Charles T. Gray
Shabbh E. Banks
Serina Robinson
Roger Bivand
Riinu Ots
Nicholas Williams
Nina Jakobsen
Michael Weylandt
Lisa Lendway
Karl Hailperin
Josue Rodriguez
Jenny Bryan
Chris Jarvis
Greg Macfarlane
Brian Mannakee
Drew Tyre
Shreyas Singh
Laurens Geffert
Henrik Bengtsson
Eduard Szocs
David Hugh-Jones
Matthieu Stigler
Hugo Tavares
R. Willem Vervoort
Brenton M. Wiernik
Josh Yamamoto
Jasme Lee
Taren Sanders
Ilaria Prosdocimi
Daniel D. Sjoberg
Alex Reinhart
Julia Silge
Davis Vaughan
Posit
Jed Wing
Andre Williams
Allan Engelhardt
Tony Cooper
Zachary Mayer
Brenton Kenkel
R Core Team
Michael Benesty
Reynald Lescarbeau
Andrew Ziem
Luca Scrucca
Yuan Tang
Can Candan
Tyler Hunt
Alan O'Callaghan
James Forester
Thorn Thaler
Hannah Frick
Emil Hvitfeldt
Edgar Ruiz
Renaud Gaujoux
Fanny Chow
Michael Mahoney
Shisham Adhikari
John Ramey
Pierre Roudier
Kristian Hovde Liland
Bjorn-Helge Mevik
Raphael Viscarra Rossel