auditor

1.3.5

Model Audit - Verification, Validation, and Error Analysis

3packages depend

35.2Kdownloads / year

81.0%test coverage

13/13checks pass

Overview

About

Maintained by Alicja GosiewskaFirst published 2018-05-1110 releasesCRAN page ↗GitHub ↗

Provides an easy to use unified interface for creating validation plots for any model. The 'auditor' helps to avoid repetitive work consisting of writing code needed to create residual plots. This visualizations allow to asses and compare the goodness of fit, performance, and similarity of models.

Install

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

install.packages("auditor", 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("ModelOriented/auditor")

Development version from ModelOriented/auditor. 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-auditor

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

# 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-auditor

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

Health

CRAN checks

13OK

Slowest check: 7.0 min · r-devel-linux-x86_64-fedora-clang

Check history

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

Documentation signals are not tracked yet for this package.

Downloads

35.2K

CRAN downloads in the past year

Rank #2,424 · ~97/day · ~2.9K/mo

auditor Releases R versions

Daily download trend is not available in this view yet.

1.4K30 days

9K90 days

35.2K1 year

Compare downloads with other packages →

Also on121 r2u54 autocran

Repository

GitHub ↗ modeloriented/auditor

60Stars

13Forks

7Open issues

1Open PRs

11Releases

534Commits

9Contributors

regression-modelsmachine-learningmodel-validationclassificationerror-analysisresidualsxaiexplainable-artificial-intelligence

534 commits · Last activity 2024-01-09 · +1.7% stars, 30d

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/modeloriented/auditor on 2026-07-19.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (7)

DALEX ggplot2 ggrepelgridgridExtra hnp scales

LinkingTo (0)

none

Suggests (10)

jsonlite knitr markdownmgcvr2d3 randomForest rmarkdown spelling testthat covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

arenar modelDown DALEXtra

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Alicja Gosiewska

Author, Maintainer

Authors (4)

Alicja Gosiewska

Author, Maintainer

Hubert Baniecki

Author · added in 1.0.0

Przemyslaw Biecek

Author, Thesis advisor

Tomasz Mikołajczyk

Author · added in 1.0.0

Contributors (2)

Michal Burdukiewicz

Contributor · added in 1.0.0

Szymon Maksymiuk

Contributor · added in 1.1.0

Package Timeline

10 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.3.5Latest
2023-10-30 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.3.3
2021-07-26 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.3.0
2020-05-28 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.2.0
2020-02-18 · diff ↗
1.1.0
2019-09-24 · diff ↗
1.0.0
2019-08-31 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.3.1
2018-09-19 · diff ↗
0.3.0
2018-08-27 · diff ↗

Show 3 earlier events

0.2.1
2018-05-13 · diff ↗
0.2.0
2018-05-11
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-05-11
Total releases: 10 / 8 yrs
License: GPL
Download size: 706 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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