parsnip: A Common API to Modeling and Analysis Functions (original) (raw)

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: 1.3.2
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: 2025-05-28
DOI: 10.32614/CRAN.package.parsnip
Author: Max Kuhn [aut, cre], Davis Vaughan [aut], Emil Hvitfeldt [ctb], Posit Software, PBC ROR ID [cph, fnd]
Maintainer: Max Kuhn
BugReports: https://github.com/tidymodels/parsnip/issues
License: MIT + file
URL: https://github.com/tidymodels/parsnip,https://parsnip.tidymodels.org/
NeedsCompilation: no
Materials: README NEWS
CRAN checks: parsnip results

Documentation:

Downloads:

Reverse dependencies:

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

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