ghypernet

1.1.2

Fit and Simulate Generalised Hypergeometric Ensembles of Graphs

0packages depend

3.5Kdownloads / year

37.9%test coverage

13/13checks pass

Overview

About

Maintained by Giona CasiraghiFirst published 2020-05-204 releasesCRAN page ↗

Provides functions for model fitting and selection of generalised hypergeometric ensembles of random graphs (gHypEG). To learn how to use it, check the vignettes for a quick tutorial. Please reference its use as Casiraghi, G., Nanumyan, V. (2019) doi:10.5281/zenodo.2555300 together with those relevant references from the one listed below. The package is based on the research developed at the Chair of Systems Design, ETH Zurich. Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2016) doi:10.48550/arXiv.1607.02441. Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2017) doi:10.1007/978-3-319-67256-4_11. Casiraghi, G., (2017) doi:10.48550/arXiv.1702.02048. Brandenberger, L., Casiraghi, G., Nanumyan, V., Schweitzer, F. (2019) doi:10.1145/3341161.3342926. Casiraghi, G. (2019) doi:10.1007/s41109-019-0241-1. Casiraghi, G., Nanumyan, V. (2021) doi:10.1038/s41598-021-92519-y. Casiraghi, G. (2021) doi:10.1088/2632-072X/ac0493.

Install

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

install.packages("ghypernet", 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-ghypernet

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-ghypernet

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-ghypernet

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

Health

CRAN checks

13OK

Slowest check: 7.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.19

37.9%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

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

READMEYes · 351 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 94%
Documented parameters: 100%
Return-value docs: 100%
References docs: 7%

Downloads

3.5K

CRAN downloads in the past year

Rank #12,140 · ~9/day · ~289/mo

Releases R versions

Daily download trend is not available in this view yet.

28730 days

87990 days

3.5K1 year

Compare downloads with other packages →

Also on123 r2u36 autocran

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0

Imports (10)

pbmcapply plyr numbers purrr dplyr rlang reshape2 rootSolve texregmethods

LinkingTo (0)

none

Suggests (7)

BiasedUrn igraph knitr rmarkdown ggplot2 ggraph testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

Other 6,597 (47%)R 4,387 (31%)Rd 2,133 (15%)Vignettes 960 (7%)

Code characteristics

Object systems

S326S4 method1

Cyclomatic complexity: 2.0 median / 25 max
Test cases: 47 / 0.19 per code line

Test coverage

Line coverage

38%

Expression

42.0%

Tests / Examples

37.9% / 55% ex

Functions

94 41 exported

Complexity

3.7 avg / 25 max

Call network

94 nodes / 107 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

94 functions

Function	Cyclo	Coverage
BootstrapProperty exp	7	0%
ComputeXi exp	1	0%
CreateIgGraphs exp	3	0%
RMSE exp	1	0%
RMSLE exp	1	0%
adj2el exp	2	0%

Datasets

Bundled datasets · 3

Name	Class	Rows × Cols	Also ships in
dt	data.frame	163 × 8	–
dtcommittee	data.frame	163 × 2	–
vertexlabels	vector	–	–

People & History

People (4)

Maintainer (1)

Giona Casiraghi

Author, Maintainer

Authors (2)

Giona Casiraghi

Author, Maintainer

Vahan Nanumyan

Author

Contributors (2)

Laurence Brandenberger

Contributor

Giacomo Vaccario

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.1.2Latest
2026-02-04 · 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
1.1.0
2021-10-15 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.1
2020-10-21 · diff ↗
1.0.0
2020-05-20
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-05-20
Total releases: 4 / 6 yrs
License: AGPL-3 OSI
Minimum R: ≥ 3.0
Bundled data: 147 KB / 8 files
Download size: 472 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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