Package Exports
- ml-hclust
This package does not declare an exports field, so the exports above have been automatically detected and optimized by JSPM instead. If any package subpath is missing, it is recommended to post an issue to the original package (ml-hclust) to support the "exports" field. If that is not possible, create a JSPM override to customize the exports field for this package.
Readme
hclust
Hierarchical clustering algorithms in JavaScript.
Installation
npm i ml-hclust
API Documentation
Usage
AGNES
const { agnes } = require('ml-hclust');
const tree = agnes(data, {
method: 'ward',
});Implemented algorithms
- 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