R Observatory: Metrics for gadjid version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

gadjid

0.1.0Package record

Graph Adjustment Identification Distances for Causal Graphs

0packages depend

2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Sebastian WeichwaldCRAN page ↗GitHub ↗Issues ↗

Make efficient Rust implementations of graph adjustment identification distances available in R. These distances (based on ancestor, optimal, and parent adjustment) count how often the respective adjustment identification strategy leads to causal inferences that are incorrect relative to a ground-truth graph when applied to a candidate graph instead. See also Henckel, Würtzen, Weichwald (2024) doi:10.48550/arXiv.2402.08616.

Install

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

install.packages("gadjid", 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("CausalDisco/gadjid")

Development version from CausalDisco/gadjid. 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-gadjid

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-gadjid

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.2 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-30
NOTE12 OK, 1 NOTE2026-07-29
OK13 OK2026-05-02

Show 4 earlier changesHide 4 earlier changes

NOTE11 OK, 1 NOTE2026-04-25
OK14 OK2026-04-16
NOTE13 OK, 1 NOTE2026-03-28
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 592 wordsVignettesNoNEWSYes · 67% structuredCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 5
Examples that run: 100%5 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 80%

How these are measured

Downloads

2K

CRAN downloads in the past year

Rank #24,298 · ~5/day · ~167/mo

Releases R versions

Daily download trend is not available in this view yet.

19130 days

49390 days

2K1 year

Compare downloads with other packages →

Also on251 r2u

How downloads are counted

Repository

causaldisco/gadjid ↗Organization: CausalDisco

17Stars

1Forks

2Open issues

5Open PRs

0Releases

270Commits

2Commit identities

License file reads as MPL-2.0 · 270 commits · Last activity 2025-10-17 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 75%
Median days to close, 50 most recently updated closed issues: 142
Median days to close, 50 most recently updated closed PRs: 6

Stars over time

2025-10-16 · 112026-07-07 · 17

How these are measured

PracticesBeta

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

Checks run against github.com/causaldisco/gadjid on 2026-10-11.

Continuous integration (1)

GitHub Actions

Governance and community (1)

Contributing guide

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

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing gadjid adds no packages beyond those that come with R.

Depends (1)

R >= 4.2

Imports (0)

none

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Sebastian Weichwald

Leonard Henckel

Author

Theo Würtzen

Author

Authors of the dependency Rust crates

Contributor

see inst/AUTHORS file for details

Releases (1)

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
record
2025-08-29 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-08-29
Total releases: 1 / 1 yrs
License: MPL
Minimum R: ≥ 4.2
Download size: 1.6 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("gadjid")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.48550/arxiv.2402.08616.

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 gadjid version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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