som: Self-Organising Maps
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.
NOTE: Version 3.0 changed the order of parameters for many functions. This makes it easier for the user to write mapping and folding operations.
Downloads
- som-3.0.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
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| Versions [RSS] | 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, 10.0.0, 10.0.1, 10.1.0, 10.1.1, 10.1.2, 10.1.3, 10.1.4, 10.1.5, 10.1.6, 10.1.7, 10.1.8, 10.1.11 |
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| Dependencies | base (>=4 && <5), base-unicode-symbols (>=0.2 && <0.3), binary (>=0.5 && <0.6), containers (>=0.4.2 && <0.4.3 || >=0.5 && <0.6), grid (>=4 && <5), MonadRandom (>=0.1 && <0.2) [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 2013-03-19T13:03:55Z |
| Distributions | |
| Reverse Dependencies | 1 direct, 0 indirect [details] |
| Downloads | 30850 total (114 in the last 30 days) |
| Rating | 2.0 (votes: 1) [estimated by Bayesian average] |
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