kmeans-vector: An implementation of the kmeans clustering algorithm based on the vector package
Provides a simple (but efficient) implementation of the k-means clustering algorithm. The goal of this algorithm is to, given a list of n-dimensional points, regroup them in k groups, such that each point gets to be in the group to which it is the closest to (using the center
of the group).
Sample output (after some gnuplot hackery -- see the tests dir in the repository): http://i.imgur.com/IpIPC.png
Expect some improvements on the initial clustering, thus resulting in a better clustering, for future versions.
Downloads
- kmeans-vector-0.1.1.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
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Versions [RSS] | 0.1, 0.1.1, 0.2, 0.3, 0.3.1, 0.3.2 |
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Dependencies | base (>=4 && <5), vector (>=0.7) [details] |
License | BSD-3-Clause |
Copyright | 2011 Alp Mestanogullari |
Author | Alp Mestanogullari <alpmestan@gmail.com> |
Maintainer | Alp Mestanogullari <alpmestan@gmail.com> |
Category | Math |
Home page | http://github.com/alpmestan/kmeans-vector |
Bug tracker | https://github.com/alpmestan/kmeans-vector/issues |
Source repo | head: git clone http://github.com/alpmestan/kmeans-vector.git |
Uploaded | by AlpMestanogullari at 2011-10-09T22:42:15Z |
Distributions | NixOS:0.3.2 |
Reverse Dependencies | 1 direct, 0 indirect [details] |
Downloads | 4093 total (2 in the last 30 days) |
Rating | (no votes yet) [estimated by Bayesian average] |
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Status | Docs uploaded by user Build status unknown [no reports yet] |