R Observatory: Metrics for audrex version 3.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

audrex

3.0.0

Automatic Dynamic Regression using Extreme Gradient Boosting

0packages depend

5Kdownloads / year

68.6%test coverage

13/13checks pass

Overview

About

Maintained by Giancarlo VercellinoFirst published 2021-04-285 releasesCRAN page ↗

Dynamic regression for time series using Extreme Gradient Boosting with hyper-parameter tuning via Bayesian Optimization or Random Search.

Install

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

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

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

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-audrex

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-audrex

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-audrex

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

Health

CRAN checks

13OK

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.23

68.6%

Coverage · measured lines

100%

Documentation · exports

4

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

ERROR2026-03-10
11 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 93%
Return-value docs: 100%
References docs: 0%

Downloads

5K

CRAN downloads in the past year

Rank #7,601 · ~14/day · ~416/mo

Releases R versions

Daily download trend is not available in this view yet.

24030 days

1.2K90 days

5K1 year

Compare downloads with other packages →

Also on123 r2u43 autocran

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (4)

xgboost imputeTSgraphicsgrDevices

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Giancarlo Vercellino

Author, Maintainer, Copyright holder

Authors (1)

Giancarlo Vercellino

Author, Maintainer, Copyright holder

Copyright holders (1)

Giancarlo Vercellino

Author, Maintainer, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
3.0.0Latest
2026-01-07 · current release · 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
R
R 4.2.0 released · 2022-04-22
2.0.1
2022-03-23 · diff ↗
2.0.0
2022-03-21 · diff ↗
1.0.1
2021-08-18 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.0
2021-04-28
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-04-28
Total releases: 5 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1
Bundled data: 80 KB / 3 files
Download size: 102 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("audrex")

Format

Vercellino, G. (2026). audrex: Automatic Dynamic Regression using Extreme Gradient Boosting (Version 3.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.audrex

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 audrex version 3.0.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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