The som package

[ Tags: bsd3, library, math ] [ Propose Tags ]

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, 9.0.1, 9.0.2, 9.0.3, 9.0.4
Dependencies base (==4.*), base-unicode-symbols (==0.2.*), binary (>=0.5 && <0.8), containers (==0.4.2.* || ==0.5.*), grid (>=6.1 && <7), MonadRandom (==0.1.*) [details]
License BSD3
Copyright (c) Amy de Buitléir 2010-2012
Author Amy de Buitléir
Maintainer amy@nualeargais.ie
Category Math
Uploaded Tue Jun 18 10:49:50 UTC 2013 by AmyDeBuitleir
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Downloads 6010 total (176 in the last 30 days)
Rating 2.0 (votes: 1) [estimated by rule of succession]
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