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Rsomoclu

Somoclu

v1.7.7 · Dec 20, 2025 · MIT + file LICENSE

Description

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>.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies kohonen Rsomoclu

Version History

new 1.7.7 Mar 10, 2026
updated 1.7.7 ← 1.7.6 diff Dec 19, 2025
updated 1.7.6 ← 1.7.5.3 diff Sep 25, 2022
updated 1.7.5.3 ← 1.7.5.2 diff Jan 2, 2019
updated 1.7.5.2 ← 1.7.5.1 diff Nov 28, 2018
updated 1.7.5.1 ← 1.7.5 diff Mar 4, 2018
updated 1.7.5 ← 1.7.4.1 diff Mar 2, 2018
updated 1.7.4.1 ← 1.7.4 diff Oct 31, 2017
updated 1.7.4 ← 1.7.3 diff Jun 5, 2017
updated 1.7.3 ← 1.7.2 diff Apr 23, 2017
updated 1.7.2 ← 1.7.1 diff Nov 23, 2016
updated 1.7.1 ← 1.6.2.1 diff Oct 13, 2016
updated 1.6.2.1 ← 1.6.2 diff Sep 18, 2016
updated 1.6.2 ← 1.6.1 diff Aug 10, 2016
updated 1.6.1 ← 1.6 diff Apr 3, 2016
updated 1.6 ← 1.5.0.1 diff Jan 9, 2016
updated 1.5.0.1 ← 1.5 diff Dec 1, 2015
updated 1.5 ← 1.4.1 diff Sep 30, 2015
updated 1.4.1 ← 1.4 diff Sep 6, 2014
updated 1.4 ← 1.3.1 diff Sep 5, 2014