Package: graphonmix 0.1.1

Sevvandi Kandanaarachchi

graphonmix: Generates Dense and Sparse Graphs using Graphon Extensions

Generates dense or sparse graphs using graphon mixtures and graphettes. Graphon mixtures uses two graphons U and W to generate graphs. Sparse graphs are generated in this case using the inverse line graph (root) operation. Graphettes have 3 components, the graphon W, a real-valued sequence and a graph edit function. Both techniques can generate dense or sparse graphs. Kandanaarachchi and Ong (2026) <doi:10.48550/arXiv.2505.13864>, Wijesinghe et al (2026) <doi:10.48550/arXiv.2602.23566>.

Authors:Sevvandi Kandanaarachchi [aut, cre]

graphonmix_0.1.1.tar.gz
graphonmix_0.1.1.zip(r-4.7)graphonmix_0.1.1.zip(r-4.6)graphonmix_0.1.1.zip(r-4.5)
graphonmix_0.1.1.tgz(r-4.6-any)graphonmix_0.1.1.tgz(r-4.5-any)
graphonmix_0.1.1.tar.gz(r-4.7-any)graphonmix_0.1.1.tar.gz(r-4.6-any)
graphonmix_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
graphonmix/json (API)

# Install 'graphonmix' in R:
install.packages('graphonmix', repos = c('https://sevvandi.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sevvandi/graphonmix/issues

Pkgdown/docs site:https://sevvandi.github.io

On CRAN:

Conda:

4.88 score 5 scripts 139 downloads 22 exports 34 dependencies

Last updated from:af93ee61d5. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK142
source / vignettesOK211
linux-release-x86_64OK170
macos-release-arm64OK117
macos-oldrel-arm64OK92
windows-develOK95
windows-releaseOK91
windows-oldrelOK91
wasm-releaseOK112

Exports:autoplotcreate_exp_matrixempirical_graphonextract_sparsegenerate_star_uniongraph_joinline_graphonplot_graphonpredict_hubsring_graphonsample_graphettesample_graphonsample_mixed_graphsample_sparse_graphonsbm_graphonscale_graphonseparate_dense_and_sparsestar_f1star_f2star_f3star_f4star_f5

Dependencies:bmpclicpp11digestdownloaderfarverggplot2gluegtableigraphimagerisobandjpeglabelinglatticelifecyclemagrittrMatrixpkgconfigpngpurrrR6RColorBrewerRcppreadbitmaprlangS7scalesstringistringrtiffvctrsviridisLitewithr

Introducing Graphettes
Dense graphs from graphons and graphettes | Using the graphon | Using the graphette | Sparse graphs using $\rho_n$ | Using the standard graphon and $\rho_n$ separately | Using the function sample_sparse_graphon | Sparse graphs using $\rho_n$ and the graph edit function | Adding stars | Adding rings | Removing cycles | References
Rendered fromgraphette.Rmdusingknitr::rmarkdown

Last update: 2026-06-12
Started: 2026-06-12

Graphon Mixtures
(U,W)-mixture graphs | The two graphons W and U | Generating the mixture graph in one step | Generating a dense and sparse graph and joining to get the mixture | Estimating graphon U | Observing the elbow point in unique log degrees | Detecting the elbow point and estimating $U$ | References
Rendered fromgraphonmix.Rmdusingknitr::rmarkdown

Last update: 2026-06-12
Started: 2025-09-03

Sparse graphs from line graphons
Line graphs | Line graphs of star graphs | Sparse graphs | Graphons | Graphons of sparse graphs | Graphons of line graphs | Janson's theorem | Generating stars as inverse line graphs | References
Rendered fromlinegraphons.Rmdusingknitr::rmarkdown

Last update: 2025-10-06
Started: 2025-09-10