Package Exports

hdbscan-ts
hdbscan-ts/dist/index.js

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Readme

hdbscan-ts

A TypeScript implementation of the HDBSCAN clustering algorithm.

Installation

npm install hdbscan-ts

Usage

import { HDBSCAN } from "hdbscan-ts";
const data = [
  [1, 2],
  [2, 3],
  [100, 100]
  // ... more points
];
const hdbscan = new HDBSCAN({
  minClusterSize: 3,
  minSamples: 2
});
const labels = hdbscan.fit(data);
console.log(labels);

API

HDBSCAN

Constructor Options

minClusterSize (default: 5): Minimum size of clusters
minSamples (default: 5): Minimum number of samples in neighborhood
debugMode (default: false): Enable debug logging

Methods

fit(data: number[][]): HDBSCAN
labels_: number[]
probabilities_: number[]

License

MIT