R Observatory: Metrics for modeltime.resample version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

modeltime.resample

0.3.0Package record

Resampling Tools for Time Series Forecasting

1packages dependsuggested by 1

10.4Kdownloads / year

65.1%test coverage

13/13flavors OK

Overview

About

Maintained by Matt DanchoCRAN page ↗GitHub ↗Website ↗Issues ↗

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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 7.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-29
ERROR12 OK, 1 ERROR2026-07-27
OK13 OK2026-07-04

Show 4 earlier changesHide 4 earlier changes

WARNING12 OK, 1 WARNING2026-07-03
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.0

READMEYes · 590 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · does not mention 0.3.0Citation fileNoWebsiteYes · pkgdown

Help pages: 10 (4 internal)
Examples that run: 100%7 run in a plain check
Exported functions with examples: 67%
Documented parameters: 100%
Return-value docs: 38%
Help pages citing references: 0%

Vignettes (2)

Getting Started with Modeltime Resample HTML
Resampling Panel Data HTML

How these are measured

Downloads

10.4K

CRAN downloads in the past year

Rank #4,472 · ~29/day · ~871/mo

Releases R versions

Daily download trend is not available in this view yet.

65530 days

1.9K90 days

10.4K1 year

Compare downloads with other packages →

Also on281 r2u3 autocran867 conda_forge113 c2d4u

How downloads are counted

Repository

business-science/modeltime.resample ↗Organization: business-science

23Stars

6Forks

9Open issues

0Open PRs

4Releases

91Commits

4Commit identities

resamplingtime-seriescross-validationaccuracy-metricstidymodelsmodeltimemodeltime-resamplebacktesting

91 commits · Last activity 2025-09-03 · +4.5% stars, 30d · Default branch at 0.3.0.9000, ahead of CRAN 0.3.0 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 75%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-08-29 · 202026-10-21 · 23

How these are measured

PracticesBeta

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

Checks run against github.com/business-science/modeltime.resample on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-09-03 · The repository has a site deploy workflow

pkgdown site last built 2025-09-03

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

28 external dependencies (excludes base and recommended)

Installing modeltime.resample adds 182 packages (86 with compiled code, 152 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

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

1direct

1indirect

Depends 1

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

modeltime.ensemble

Suggests, most downloaded first

LLMAgentR

How these are counted

Code & Tests

Datasets

People & History

People (2)

Matt Dancho

Author, Maintainer since 0.1.0 (2020)

Business Science

Copyright holder

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.3.0Latest
record
2025-09-03 · current release · diff ↗
0.2.4
record
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
unarchivedReturned to CRAN
2023-04-12
0.2.3
record
2023-04-12 · diff ↗
archivedRemoved from CRAN
2023-03-27
requires archived package 'timetk'
0.2.2
record
2022-10-18 · diff ↗
0.2.1
record
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
record
2021-03-14 · diff ↗
0.1.0
record
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

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("modeltime.resample")

Format

Dancho, M., & Business Science. (2025). modeltime.resample: Resampling Tools for Time Series Forecasting (Version 0.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.modeltime.resample

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for modeltime.resample version 0.3.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →