AgglomerativeClustering

Hierarchical Agglomerative Clustering Algorithm

Input Set of 3 dimensional points, group into nearest k clusters based on Euclidean Distance. Currently the Clustering Algorithm supports 4 different types of Linkage

  • Single Linkage (Distance between clusters is based on nearest points)
  • Complete Linkage (Distance between clusters is based on farthest points)
  • Average Linkage (Distance between clusters is based on average distance of points)
  • Center Linkage (Distance between clusters is based on center of cluster)

Installation

Add this line to your application's Gemfile:

gem 'agglomerative_clustering'

And then execute:

$ bundle

Or install it yourself as:

$ gem install agglomerative_clustering

Usage

Please see cluster.rb for a sample until I have a chance to write something up here

Contributing

  1. Fork it ( https://github.com/[my-github-username]/agglomerative_clustering/fork )
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create a new Pull Request