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You can install the development version of the FuzzySpec package from GitHub with:

INSTALLATION

library(devtools)

install_github("ghashti-j/FuzzySpec")

library(FuzzySpec)

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Version

Install

install.packages('FuzzySpec')

Monthly Downloads

150

Version

1.0.0

License

GPL-2

Maintainer

Jesse S. Ghashti

Last Published

October 8th, 2025

Functions in FuzzySpec (1.0.0)

rNN.dist

Compute r-Nearest Neighbours from a Distance Matrix
make.adjacency

A General Framework for Adjacency Matrix Construction
compute.SNN

Shared-Nearest-Neighbours (SNN) Similarity from a Similarity Matrix
clustering.accuracy

Clustering Accuracy with Optimal Label Matching
fuzzy.spectral.clustering

Fuzzy Spectral Clustering with Normalized Eigenvectors
find.radius

Adaptive Radius Selection by Natural Neighbours
gen.fuzzy

Generate 2D synthetic datasets with known fuzzy memberships
plot.fuzzy

Plot 2D Fuzzy Data with Optional Uncertainty Sizing and Cluster Colouring
fari

Frobenius Adjusted Rand Index for Comparing Two Partition Matrices
compute.sigma

Compute Locally-Adaptive Scaling Parameters from a Distance Matrix