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  • License MIT

Hierarchical clustering algorithms in Javascript

Package Exports

  • ml-hclust

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Readme

hclust

NPM version build status David deps npm download

Hierarchical clustering algorithms in JavaScript

Installation

npm install ml-hclust

API Documentation

Methods

Generate a clustering hierarchy.

  • AGNES (AGglomerative NESting): Continuously merge nodes that have the least dissimilarity.
  • DIANA (Divisive ANAlysis): The process starts at the root with all the points as one cluster and recursively splits the higher level clusters to build the dendrogram.
  • BIRCH (Balanced Iterative Reducing and Clustering using Hierarchies): Incrementally construct a CF (Clustering Feature) tree, a hierarchical data structure for multiphase clustering
  • CURE (Clustering Using REpresentatives):
  • CHAMELEON

Test

$ npm install
$ npm test

Authors

License

MIT