rsample

1.3.2

General Resampling Infrastructure

90packages depend

777.8Kdownloads / year

88.6%test coverage

9/13checks pass

Overview

About

Maintained by Hannah FrickFirst published 2017-07-0819 releasesCRAN page ↗GitHub ↗

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

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("rsample", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("tidymodels/rsample")

Development version from tidymodels/rsample. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rsample

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-rsample

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-rsample

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

4NOTE9OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 6.9 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.94

88.6%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-07-16
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 312 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 86%
References docs: 5%

Downloads

777.8K

CRAN downloads in the past year

Rank #487 · ~2.1K/day · ~64.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

46.6K30 days

169.5K90 days

777.8K1 year

Compare downloads with other packages →

Also on18.9K r2u38 autocran42.7K conda_forge219 c2d4u

Repository

GitHub ↗ tidymodels/rsample

341Stars

67Forks

36Open issues

0Open PRs

15Releases

1,096Commits

49Contributors

1,096 commits · Last activity 2026-04-14

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/tidymodels/rsample on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

Show all practices

Coverage (1)

Codecov

Governance and community (1)

CODEOWNERS

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

25 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (15)

cli dplyr furrr generics glue lifecyclemethodspillar purrr rlang slider (>= 0.1.5)tibble tidyr tidyselect vctrs

LinkingTo (0)

none

Suggests (13)

broom covr ggplot2 knitr modeldata recipes rmarkdownstatstestthatutilswhisker withr xml2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

90direct

38indirect

and 42 more packages.

Code & Tests

Code Composition

R 18,674 (72%)Markdown 3,528 (14%)Rd 2,838 (11%)Vignettes 1,035 (4%)

Code characteristics

Object systems

S3368

Cyclomatic complexity: 1.0 median / 23 max
Test cases: 318 / 0.94 per code line

Test coverage

Line coverage

89%

Expression

85.0%

Tests / Examples

88.6% / 52% ex

Functions

532 52 exported

Complexity

1.8 avg / 23 max

Call network

532 nodes / 488 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

532 functions

Function	Cyclo	Coverage
populate exp	1	0%
rsample2caret exp	2	0%
.get_fingerprint.default	1	0%
add_rset_class	1	0%
calibration.default	1	0%
complement.sliding_index_split	1	0%

People & History

People (7)

Maintainer (1)

Hannah Frick

Author, Maintainer · added in 1.1.1

Authors (6)

Hannah Frick

Author, Maintainer · added in 1.1.1

Fanny Chow

Author · added in 0.0.5

Max Kuhn

Author

Michael Mahoney

Author · added in 1.1.1

Julia Silge

Author · added in 0.0.9

Hadley Wickham

Author

Posit Software, PBC

Funders (1)

Posit Software, PBC

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 1.1.0

Package Timeline

19 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.3.2Latest
2026-01-30 · current release · diff ↗
1.3.1
2025-07-29 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.3.0
2025-04-02 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2.1
2024-03-25 · diff ↗
1.2.0
2023-08-23 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1.1
2022-12-07 · diff ↗
1.1.0
2022-08-08 · diff ↗
1.0.0
2022-06-24 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.1
2021-11-08 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.0
2021-05-08 · diff ↗

Show 13 earlier events

0.0.9
2021-02-17 · diff ↗
0.0.8
2020-09-23 · diff ↗
0.0.7
2020-06-04 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.0.6
2020-03-31 · diff ↗
0.0.5
2019-07-13 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.0.4
2019-01-07 · diff ↗
0.0.3
2018-11-20 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.0.2
2017-11-12 · diff ↗
0.0.1
2017-07-08
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-07-08
Total releases: 19 / 9 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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