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parsnip: A Common API to Modeling and Analysis Functions

A common interface is provided to allow users to specify a model without having to remember the different argument names across different functions or computational engines (e.g. 'R', 'Spark', 'Stan', 'H2O', etc).

Version:1.4.0
Depends:R (≥ 4.1)
Imports:cli,dplyr (≥ 1.1.0),generics (≥ 0.1.2),ggplot2,globals,glue,hardhat (≥ 1.4.1),lifecycle,magrittr,pillar,prettyunits,purrr (≥ 1.0.0),rlang (≥ 1.1.0),sparsevctrs (≥ 0.2.0), stats,tibble (≥ 2.1.1),tidyr (≥ 1.3.0), utils,vctrs (≥ 0.6.0),withr
Suggests:bench,C50,covr,dials (≥ 1.1.0),earth,ggrepel,keras,kernlab,kknn,knitr,LiblineaR,MASS,Matrix, methods,mgcv,modeldata,nlme,prodlim,ranger (≥ 0.12.0),remotes,rmarkdown,rpart,sparklyr (≥ 1.0.0),survival,tensorflow,testthat (≥ 3.0.0),xgboost (≥ 1.5.0.1)
Published:2025-12-01
DOI:10.32614/CRAN.package.parsnip
Author:Max KuhnORCID iD [cre, aut], Davis Vaughan [aut], Emil Hvitfeldt [ctb], Posit Software, PBCROR ID [cph, fnd]
Maintainer:Max Kuhn <max at posit.co>
BugReports:https://github.com/tidymodels/parsnip/issues
License:MIT + fileLICENSE
URL:https://github.com/tidymodels/parsnip,https://parsnip.tidymodels.org/
NeedsCompilation:no
Materials:README,NEWS
CRAN checks:parsnip results

Documentation:

Reference manual:parsnip.html ,parsnip.pdf
Vignettes:Introduction to parsnip (source,R code)

Downloads:

Package source: parsnip_1.4.0.tar.gz
Windows binaries: r-devel:parsnip_1.4.0.zip, r-release:parsnip_1.4.0.zip, r-oldrel:parsnip_1.4.0.zip
macOS binaries: r-release (arm64):parsnip_1.4.0.tgz, r-oldrel (arm64):parsnip_1.4.0.tgz, r-release (x86_64):parsnip_1.4.0.tgz, r-oldrel (x86_64):parsnip_1.4.0.tgz
Old sources: parsnip archive

Reverse dependencies:

Reverse depends:additive,agua,baguette,bayesian,bonsai,censored,discrim,lnmixsurv,multilevelmod,plsmod,poissonreg,rules,tidyAML
Reverse imports:autostats,card,CimpleG,cuda.ml,easysurv,FastKRR,fastml,finetune,finnts,healthyR.ai,healthyR.ts,imputeGeneric,kerasnip,ldmppr,LLMAgentR,LorenzRegression,MLDataR,MLwrap,modeltime,offsetreg,postcard,ppsr,sae.projection,shinymodels,stacks,tabnet,text,tidyclust,tidydann,tidymodels,tidysdm,tidysynthesis,tune,viraldomain,viralmodels,viralx,workflows,workflowsets
Reverse suggests:broom.helpers,bundle,butcher,coefplot,condvis2,easyalluvial,effectsize,equatiomatic,forestControl,ggeffects,gtsummary,important,infer,insight,MachineShop,marginaleffects,mmrm,mrIML,omicsTools,orbital,parttree,probably,recipes,Rfuzzycoco,shapr,sparklyr,survex,tidyposterior,tidypredict,timetk,TrialEmulation,vetiver
Reverse enhances:vip

Linking:

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