Hierarchical clustering algorithms
npm install ml-hclust
Hierarchical clustering algorithms in JavaScript.
``console`
npm install ml-hclust
`js
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
`console``
npm install
npm test
- Miguel Asencio
- Michael Zasso