R Observatory: Metrics for ceterisParibus version 0.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ceterisParibus

0.6

Ceteris Paribus Profiles

0packages depend

9.3Kdownloads / year

79.0%test coverage

13/13checks pass

Overview

About

Maintained by Przemyslaw BiecekFirst published 2018-07-056 releasesCRAN page ↗GitHub ↗

Ceteris Paribus Profiles (What-If Plots) are designed to present model responses around selected points in a feature space. For example around a single prediction for an interesting observation. Plots are designed to work in a model-agnostic fashion, they are working for any predictive Machine Learning model and allow for model comparisons. Ceteris Paribus Plots supplement the Break Down Plots from 'breakDown' package.

Install

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

install.packages("ceterisParibus", 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("pbiecek/ceterisParibus")

Development version from pbiecek/ceterisParibus. 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-ceterisparibus

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-ceterisParibus

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-ceterisParibus

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

Health

CRAN checks

13OK

Slowest check: 1.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.11

79.0%

Coverage · measured lines

100%

Documentation · exports

3

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 92%
References docs: 0%

Downloads

9.3K

CRAN downloads in the past year

Rank #5,574 · ~25/day · ~775/mo

Releases R versions

Daily download trend is not available in this view yet.

22830 days

1.4K90 days

9.3K1 year

Compare downloads with other packages →

Also on115 r2u20 autocran

Repository

GitHub ↗ pbiecek/ceterisparibus

43Stars

13Forks

2Open issues

0Open PRs

0Releases

128Commits

5Contributors

128 commits · Last activity 2020-07-22

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/pbiecek/ceterisparibus on 2026-08-16.

Continuous integration (1)

Travis CI

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.3ggplot2 gower

Imports (1)

DALEX

LinkingTo (0)

none

Suggests (5)

randomForest ggiraph e1071 testthatrpart

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Przemyslaw Biecek

Author, Maintainer

Authors (1)

Przemyslaw Biecek

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.6Latest
2024-11-21 · current release · diff ↗
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
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.4.2
2020-03-28 · diff ↗
0.4.1
2020-02-24 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.3.1
2019-01-30 · diff ↗
unarchivedReturned to CRAN
2019-01-30
archivedRemoved from CRAN
2019-01-24
check issues were not corrected in time
0.3.0
2018-08-11 · diff ↗
0.2.1
2018-07-05

Show 1 earlier events

R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-05
Total releases: 6 / 8 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.3
Download size: 22 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ceterisParibus")

Format

Biecek, P. (2024). ceterisParibus: Ceteris Paribus Profiles (Version 0.6) [Computer software]. https://doi.org/10.32614/CRAN.package.ceterisParibus

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 ceterisParibus version 0.6 [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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