Package: popsom
Version: 5.1
Date: 2020-12-26
Title: Tools for Building, Visualizing, and Evaluating Self-Organizing
        Maps
Authors@R: c(person("Lutz", "Hamel", role = c("aut", "cre"), email = "lutzhamel@uri.edu"),
             person("Benjamin", "Ott", role = "aut"),
             person("Gregory", "Breard", role = "aut"),
             person("Robert", "Tatoian", role = "aut"),
             person("Michael", "Eiger", role = "aut"),
             person("Vishakh", "Gopu", role = "aut"))
Author: Lutz Hamel [aut, cre],
  Benjamin Ott [aut],
  Gregory Breard [aut],
  Robert Tatoian [aut],
  Michael Eiger [aut],
  Vishakh Gopu [aut]
Maintainer: Lutz Hamel <lutzhamel@uri.edu>
Imports: fields, graphics, ggplot2, hash, stats, grDevices
Description: A self-organizing map package with three distinguishing features:
  (1) Automatic cluster centroid detection and visualization using starbursts.
  (2) Maintains two models of the data: (a) a self-organizing map model (b) a centroid based clustering model.
  (3) A very efficient stochastic training algorithm based on ideas from tensor algebra.
License: GPL
URL: https://github.com/lutzhamel/popsom
NeedsCompilation: yes
Packaged: 2021-01-04 13:47:35 UTC; lutz
Repository: CRAN
Date/Publication: 2021-01-04 17:50:02 UTC
