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 |