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  [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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