The som package

[Tags:bsd3, library]

A Kohonen Self-organising Map (SOM) maps input patterns onto a regular grid (usually two-dimensional) where each node in the grid is a model of the input data, and does so using a method which ensures that any topological relationships within the input data are also represented in the grid. This implementation supports the use of non-numeric patterns.

In layman's terms, a SOM can be useful when you you want to discover the underlying structure of some data.

The userguide is available at https://github.com/mhwombat/som/wiki.

Properties

Versions 1.0, 2.0, 3.0, 3.1, 4.0, 4.1, 4.2, 5.0, 5.1, 6.4, 6.5.1, 7.0.0, 7.0.1, 7.2.0, 7.2.1, 7.2.2, 7.2.3, 7.2.4, 7.3.0, 7.3.1, 7.4.0, 7.4.1, 7.5.0, 8.0.0, 8.0.1, 8.0.2, 8.0.3, 8.0.4, 8.0.5, 8.0.6, 8.1.1, 8.2.1, 8.2.2, 8.2.3, 9.0
Dependencies assert (==0.0.*), base (>=4.8 && <5), containers (==0.5.*), deepseq (==1.4.*), grid (>=7.7 && <8), MonadRandom (==0.4.*) [details]
License BSD3
Copyright (c) Amy de Buitléir 2010-2015
Author Amy de Buitléir
Maintainer amy@nualeargais.ie
Stability experimental
Category Math
Home page https://github.com/mhwombat/som
Bug tracker https://github.com/mhwombat/som/issues
Source repository head: git clone https://github.com/mhwombat/som.git
this: git clone https://github.com/mhwombat/som.git(tag 8.2.3)
Uploaded Mon Dec 14 10:23:09 UTC 2015 by AmyDeBuitleir
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