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rsample: General Resampling Infrastructure

Classes and functions to create and summarize different types of resampling objects (e.g. bootstrap, cross-validation).

Version: 1.2.1
Depends: R (≥ 3.6)
Imports: cli, dplyr (≥ 1.1.1), furrr, generics, glue, lifecycle, methods, pillar, purrr (≥ 1.0.0), rlang (≥ 0.4.10), slider (≥ 0.1.5), tibble, tidyr, tidyselect, vctrs (≥ 0.5.0)
Suggests: broom, covr, ggplot2, knitr, modeldata, recipes (≥ 0.1.4), rmarkdown, stats, testthat (≥ 3.0.0), utils, whisker, withr, xml2
Published: 2024-03-25
DOI: 10.32614/CRAN.package.rsample
Author: Hannah Frick ORCID iD [aut, cre], Fanny Chow [aut], Max Kuhn [aut], Michael Mahoney ORCID iD [aut], Julia Silge ORCID iD [aut], Hadley Wickham [aut], Posit Software, PBC [cph, fnd]
Maintainer: Hannah Frick <hannah at posit.co>
BugReports: https://github.com/tidymodels/rsample/issues
License: MIT + file LICENSE
URL: https://rsample.tidymodels.org, https://github.com/tidymodels/rsample
NeedsCompilation: no
Materials: README NEWS
In views: Spatial
CRAN checks: rsample results

Documentation:

Reference manual: rsample.pdf
Vignettes: Common Resampling Patterns
Working with resampling sets
Introduction to rsample

Downloads:

Package source: rsample_1.2.1.tar.gz
Windows binaries: r-devel: rsample_1.2.1.zip, r-release: rsample_1.2.1.zip, r-oldrel: rsample_1.2.1.zip
macOS binaries: r-release (arm64): rsample_1.2.1.tgz, r-oldrel (arm64): rsample_1.2.1.tgz, r-release (x86_64): rsample_1.2.1.tgz, r-oldrel (x86_64): rsample_1.2.1.tgz
Old sources: rsample archive

Reverse dependencies:

Reverse imports: agua, autostats, baguette, embed, fastml, finnts, flowml, gesttools, haldensify, ldmppr, LorenzRegression, lvmisc, MachineShop, mintyr, MLDataR, modeltime.ensemble, modeltime.resample, nestedmodels, nzilbb.vowels, psfmi, quollr, sae.projection, sitar, spatialsample, stabiliser, stacks, supersigs, text, tidyAML, tidyclust, tidyfit, tidymodels, tidyposterior, tidysdm, timetk, trendeval, tune, viralmodels, viralx, workflowsets
Reverse suggests: bonsai, broom, butcher, EZtune, finetune, healthyR.ai, healthyR.ts, marginaleffects, mikropml, modeltime, NHSRdatasets, offsetreg, probably, recipes, solitude, tabnet, tfdatasets, tidydann, tidytof, waywiser

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.