apcluster: Affinity Propagation Clustering

Implements Affinity Propagation clustering introduced by Frey and Dueck (2007) <DOI:10.1126/science.1136800>. The algorithms are largely analogous to the 'Matlab' code published by Frey and Dueck. The package further provides leveraged affinity propagation and an algorithm for exemplar-based agglomerative clustering that can also be used to join clusters obtained from affinity propagation. Various plotting functions are available for analyzing clustering results.

Package details

AuthorUlrich Bodenhofer [aut, cre], Johannes Palme [ctb], Chrats Melkonian [ctb], Andreas Kothmeier [aut], Nikola Kostic [ctb]
MaintainerUlrich Bodenhofer <bodenhofer@bioinf.jku.at>
LicenseGPL (>= 2)
Version1.4.11
URL http://www.bioinf.jku.at/software/apcluster/ https://github.com/UBod/apcluster
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("apcluster")

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apcluster documentation built on Sept. 20, 2023, 1:06 a.m.