R Observatory: Metrics for Isinglandr version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Isinglandr

0.1.1Package record

Landscape Construction and Simulation for Ising Networks

0packages depend

3.4Kdownloads / year

–test coverage

0/13flavors OK

Overview

About

Maintained by Jingmeng CuiCRAN page ↗GitHub ↗Website ↗Issues ↗

A toolbox for constructing potential landscapes for Ising networks. The parameters of the networks can be directly supplied by users or estimated by the 'IsingFit' package by van Borkulo and Epskamp (2016) https://CRAN.R-project.org/package=IsingFit from empirical data. The Ising model's Boltzmann distribution is preserved for the potential landscape function. The landscape functions can be used for quantifying and visualizing the stability of network states, as well as visualizing the simulation process.

Changes in 0.1.1

Bug-fix for the Shiny app (shiny_Isingland_MDD()):
Load the data to the Shiny app environment;
Check if gifski is installed, which is required to render the animations

(also added gifski as a suggested package).

From NEWS.md in the release

Install

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

install.packages("Isinglandr", 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("Sciurus365/Isinglandr")

Development version from Sciurus365/Isinglandr. 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-isinglandr

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-Isinglandr

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-Isinglandr

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13NOTE

Check messages

NOTEDESCRIPTION meta-informationr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64

r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘chain-simulation.R’

r-devel-windows-x86_64, r-oldrel-windows-x86_64, r-release-windows-x86_64

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'chain-simulation.R'

CRAN check page ↗

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

Status changes

NOTE13 NOTE2026-06-09
ERROR12 NOTE, 1 ERROR2026-06-08
NOTE3 OK, 11 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.1

READMEYes · 171 wordsVignettesNoNEWSYes · 100% structured · mentions 0.1.1Citation fileNoWebsiteYes · pkgdown

Help pages: 15 (3 internal)includes a package overview page
Examples that run: 100%3 run in a plain check (1 of them under a condition)
Exported functions with examples: 27%
Documented parameters: 75%
Return-value docs: 90%
Help pages citing references: 7%

How these are measured

Downloads

3.4K

CRAN downloads in the past year

Rank #11,963 · ~9/day · ~280/mo

Releases R versions

Daily download trend is not available in this view yet.

33230 days

92990 days

3.4K1 year

Compare downloads with other packages →

Also on89 r2u5 autocran

How downloads are counted

Repository

sciurus365/isinglandr ↗Account: Sciurus365

2Stars

0Forks

0Open issues

0Open PRs

2Releases

45Commits

1Commit identities

License file reads as GPL-3.0 · 45 commits · Last activity 2025-04-30 · Default branch at 0.1.1.9000, ahead of CRAN 0.1.1 (checked 2026-10-25)

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-07-08 · 22026-07-07 · 2

How these are measured

PracticesBeta

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

Checks run against github.com/sciurus365/isinglandr on 2026-10-25.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-09-09 · The repository has a site deploy workflow

pkgdown site last built 2025-09-09

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Installing Isinglandr adds 109 packages (60 with compiled code, 116 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, sf 9.3 MB.

Depends (1)

R >= 2.10

Imports (15)

dplyr gganimate ggplot2 glue magrittrmethodsplotly purrr rlang shiny shinycssloaders shinythemes simlandr tibble tidyr

LinkingTo (0)

none

Suggests (4)

gifski IsingFit IsingSampler transformr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Jingmeng Cui

Author, Maintainer since 0.1.0 (2023)

Gabriela Lunansky

Contributor

Releases (2)

Pick two releases to compare their code metrics.

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
0.1.1Latest
record
2023-07-13 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.0
record
2023-02-10
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-02-10
Total releases: 2 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 2.10
Bundled data: 1.0 KB / 2 files
Download size: 70 KB

Appears in task views

Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Isinglandr")

Format

Cui, J., & Lunansky, G. (2023). Isinglandr: Landscape Construction and Simulation for Ising Networks (Version 0.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.Isinglandr

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 Isinglandr version 0.1.1 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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