Package: scalednap 1.0.0

scalednap: Community Detection by Scaled Null-Adjusted Persistence

Finds the vertex partition of an undirected graph that maximises a persistence-based objective, using the Milano local-search algorithm. Three related quality measures are supported: the persistence probability of a community, its null-adjusted persistence (NAP), and the scaled null-adjusted persistence (Scaled-NAP), which interpolates between NAP and modularity. The methods are described in Avellone et al. (2023) <doi:10.1007/s10288-023-00559-z> and Avellone et al. (2025) <doi:10.1016/j.ins.2025.123032>.

Authors:Alessandro Avellone [aut, cre], Paolo Bartesaghi [aut], Stefano Benati [aut], Rosanna Grassi [aut]

scalednap_1.0.0.tar.gz
scalednap_1.0.0.zip(r-4.7-x86_64)scalednap_1.0.0.zip(r-4.7-arm64)scalednap_1.0.0.zip(r-4.6-x86_64)scalednap_1.0.0.zip(r-4.6-arm64)scalednap_1.0.0.zip(r-4.5-x86_64)
scalednap_1.0.0.tgz(r-4.6-arm64)
scalednap_1.0.0.tar.gz(r-4.7-arm64)scalednap_1.0.0.tar.gz(r-4.7-x86_64)scalednap_1.0.0.tar.gz(r-4.6-arm64)scalednap_1.0.0.tar.gz(r-4.6-x86_64)
scalednap_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
scalednap/json (API)

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

Bug tracker:https://github.com/aavellone/scalednap-r/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

3.40 score 169 downloads 3 exports 0 dependencies

Last updated from:7e490b4e81. Checks:12 OK, 3 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK107
linux-devel-x86_64OK146
source / vignettesOK224
linux-release-arm64OK109
linux-release-x86_64OK119
macos-release-arm64OK101
macos-release-x86_64FAIL184
macos-oldrel-arm64FAIL122
macos-oldrel-x86_64FAIL191
windows-devel-arm64OK198
windows-devel-x86_64OK132
windows-release-arm64OK207
windows-release-x86_64OK101
windows-oldrel-x86_64OK92
wasm-releaseOK101

Exports:cluster_milanoglobal_persistencelocal_persistence

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
scalednapscalednap-package scalednap
cluster_milanocluster_milano cluster_milano.default cluster_milano.igraph
global_persistenceglobal_persistence global_persistence.default global_persistence.igraph
local_persistencelocal_persistence local_persistence.default local_persistence.igraph