Rsomoclu: Somoclu

Somoclu is a massively parallel implementation of self-organizing maps. It exploits multicore CPUs and it can be accelerated by CUDA. The topology of the map can be planar or toroid and the grid of neurons can be rectangular or hexagonal . Details refer to (Peter Wittek, et al (2017)) <doi:10.18637/jss.v078.i09>.

Version: 1.7.6
Imports: kohonen
LinkingTo: Rcpp
Published: 2022-09-26
DOI: 10.32614/CRAN.package.Rsomoclu
Author: Peter Wittek [aut], Shichao Gao [cre]
Maintainer: Shichao Gao <xgdgsc at gmail.com>
BugReports: https://github.com/peterwittek/somoclu/issues
License: GPL-3
URL: https://peterwittek.github.io/somoclu/
NeedsCompilation: yes
SystemRequirements: C++11
Citation: Rsomoclu citation info
CRAN checks: Rsomoclu results

Documentation:

Reference manual: Rsomoclu.pdf

Downloads:

Package source: Rsomoclu_1.7.6.tar.gz
Windows binaries: r-devel: Rsomoclu_1.7.6.zip, r-release: Rsomoclu_1.7.6.zip, r-oldrel: Rsomoclu_1.7.6.zip
macOS binaries: r-release (arm64): Rsomoclu_1.7.6.tgz, r-oldrel (arm64): Rsomoclu_1.7.6.tgz, r-release (x86_64): Rsomoclu_1.7.6.tgz, r-oldrel (x86_64): Rsomoclu_1.7.6.tgz
Old sources: Rsomoclu archive

Linking:

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