hclust

Hierarchical clustering algorithms in JavaScript.

Installation

npm i ml-hclust

const { agnes } = require('ml-hclust');

const tree = agnes(data, {
  method: 'ward',
});

[x] 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

npm install
npm test

MIT