modeltime.resample

0.3.0

Resampling Tools for Time Series Forecasting

2packages depend

14.9Kdownloads / year

65.1%test coverage

13/13checks pass

Overview

About

Maintained by Matt DanchoFirst published 2020-11-057 releasesCRAN page ↗GitHub ↗

A 'modeltime' extension that implements forecast resampling tools that assess time-based model performance and stability for a single time series, panel data, and cross-sectional time series analysis.

Install

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

install.packages("modeltime.resample", 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("business-science/modeltime.resample")

Development version from business-science/modeltime.resample. 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-modeltime.resample

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-modeltime.resample

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-modeltime.resample

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

Health

CRAN checks

13OK

Slowest check: 9.6 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.12

65.1%

Coverage · measured lines

95%

Documentation · exports

Dependencies · direct

Check history

OK2026-07-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-03
12 OK · 0 NOTE · 1 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 · 590 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 38%
References docs: 0%

Downloads

14.9K

CRAN downloads in the past year

Rank #4,736 · ~41/day · ~1.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

53630 days

1.9K90 days

14.9K1 year

Compare downloads with other packages →

Also on315 r2u7 autocran1.1K conda_forge47 c2d4u

Repository

GitHub ↗ business-science/modeltime.resample

22Stars

6Forks

9Open issues

0Open PRs

4Releases

91Commits

4Contributors

resamplingtime-seriescross-validationaccuracy-metricstidymodelsmodeltimemodeltime-resamplebacktesting

91 commits · Last activity 2025-09-03 · +4.8% stars, 30d

Stars over time

2025-05-22 · 192026-07-07 · 22

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/business-science/modeltime.resample on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

28 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5modeltime

Imports (20)

tune rsample workflows recipes yardstick timetk tibble dplyr tidyr purrr stringr ggplot2 plotly cli magrittr rlang (>= 0.1.2)progressr tictoc hardhat withr

LinkingTo (0)

none

Suggests (7)

testthat tidymodels tidyquant glmnet lubridate knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

1indirect

modeltime.ensemble LLMAgentR

Code & Tests

People & History

People (2)

Maintainer (1)

Matt Dancho

Author, Maintainer

Authors (1)

Matt Dancho

Author, Maintainer

Business Science

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.3.0Latest
2025-09-03 · current release · diff ↗
0.2.4
2025-08-28 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.2.3
2023-04-12 · diff ↗
unarchivedReturned to CRAN
2023-04-12
archivedRemoved from CRAN
2023-03-27
requires archived package 'timetk'
0.2.2
2022-10-18 · diff ↗
0.2.1
2022-06-07 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.2.0
2021-03-14 · diff ↗
0.1.0
2020-11-05
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-05
Total releases: 7 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 64 KB / 1 file
Download size: 1.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

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