som: Self-Organising Maps

[ 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.

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 BSD-3-Clause
Copyright (c) Amy de Buitléir 2010-2012
Author Amy de Buitléir
Maintainer amy@nualeargais.ie
Category Math
Uploaded by AmyDeBuitleir at Wed Jun 12 14:00:14 UTC 2013
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Downloads 10530 total (30 in the last 30 days)
Rating 2.0 (votes: 1) [estimated by rule of succession]
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