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: 10.9 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.12

65.1%

Coverage · measured lines

95%

Documentation · exports

Yes

Vignettes

Yes

README

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

Downloads

14.9K

CRAN downloads in the past year

Rank #5,023 · ~41/day · ~1.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

70530 days

2K90 days

14.9K1 year

Compare downloads with other packages →

Also on315 r2u1.1K conda_forge47 c2d4u

Repository

GitHub ↗ business-science/modeltime.resample

22Stars

6Forks

9Open issues

0Open PRs

4Releases

resamplingtime-seriescross-validationaccuracy-metricstidymodelsmodeltimemodeltime-resamplebacktesting

91 commits · +4.8% stars, 30d

Stars over time

2025-05-22 · 192026-07-07 · 22

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

Code Composition

R 1,245 (56%)Rd 503 (23%)Vignettes 467 (21%)

Code characteristics

Object systems

S33

Cyclomatic complexity: 1.0 median / 22 max
Test cases: 4 / 0.12 per code line
Documented parameters: 100%

Test coverage

Line coverage

65%

Expression

63.8%

Tests / Examples

65.1% / 45% ex

Functions

20 6 exported

Complexity

4 avg / 22 max

Call network

20 nodes / 13 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

20 functions

Function	Cyclo	Coverage
.pick_first	2	0%
palette_dark	1	0%
palette_green	1	0%
theme_tq_dark	1	0%
theme_tq_green	1	0%
.capture_resample_results	7	28%

People & History

People (2)

Maintainer (1)

Matt Dancho

Author, Maintainer

Authors (1)

Matt Dancho

Author, Maintainer

Business Science

Release 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 ↗
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