Rsomoclu: Somoclu

Share:

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 .

Author
Peter Wittek [aut], Shichao Gao [cre]
Date of publication
2016-11-24 23:41:56
Maintainer
Shichao Gao <xgdgsc@gmail.com>
License
GPL-3
Version
1.7.2
URLs

View on CRAN

Man pages

rgbs
tiny rgbs data
Rsomoclu.kohonen
convert Somoclu train result to kohonen class for plotting
Rsomoclu.train
Train function for Somoclu

Files in this package

Rsomoclu
Rsomoclu/inst
Rsomoclu/inst/CITATION
Rsomoclu/tests
Rsomoclu/tests/R_interface_test.R
Rsomoclu/src
Rsomoclu/src/Makevars
Rsomoclu/src/denseGpuKernels.cu
Rsomoclu/src/sparseCpuKernels.cpp
Rsomoclu/src/config.h.in
Rsomoclu/src/install-sh
Rsomoclu/src/uMatrix.cpp
Rsomoclu/src/Makefile.in
Rsomoclu/src/denseCpuKernels.cpp
Rsomoclu/src/configure
Rsomoclu/src/training.cpp
Rsomoclu/src/Makefile.root.in
Rsomoclu/src/somoclu.h
Rsomoclu/src/Makevars.win
Rsomoclu/src/Rsomoclu.cpp
Rsomoclu/src/mapDistanceFunctions.cpp
Rsomoclu/NAMESPACE
Rsomoclu/data
Rsomoclu/data/rgbs.txt.gz
Rsomoclu/R
Rsomoclu/R/Rsomoclu.R
Rsomoclu/MD5
Rsomoclu/DESCRIPTION
Rsomoclu/configure
Rsomoclu/man
Rsomoclu/man/Rsomoclu.train.Rd
Rsomoclu/man/rgbs.Rd
Rsomoclu/man/Rsomoclu.kohonen.Rd