FuzzySpec

1.0.0

Fuzzy Spectral Clustering with Variable-Weighted Adjacency Matrices

0packages depend

1.6Kdownloads / year

0.0%test coverage

12/13checks pass

Overview

About

Maintained by Jesse S. GhashtiFirst published 2025-10-081 releasesCRAN page ↗

Implementation of the FVIBES, the Fuzzy Variable-Importance Based Eigenspace Separation algorithm as described in the paper by Ghashti, J.S., Hare, W., and J.R.J. Thompson (2025). Variable-Weighted Adjacency Constructions for Fuzzy Spectral Clustering. Submitted.

Install

R (CRAN)Ubuntu (r2u)

install.packages("FuzzySpec", 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-fuzzyspec

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

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 4.4 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.00

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
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 · 18 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 100%
References docs: 90%

Downloads

1.6K

CRAN downloads in the past year

Rank #23,014 · ~4/day · ~136/mo

Releases R versions

Daily download trend is not available in this view yet.

14930 days

45290 days

1.6K1 year

Compare downloads with other packages →

Also on59 r2u

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (8)

statsThresher fclust mclust mvtnorm np ggplot2 viridisLite

LinkingTo (0)

none

Suggests (6)

knitrMASSrmarkdown patchwork devtools spelling

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Jesse S. Ghashti

Author, Maintainer

Authors (2)

Jesse S. Ghashti

Author, Maintainer

John R.J. Thompson

Author

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
2026-03-10 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-10-08
Total releases: 1 / 1 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Download size: 137 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →