https://github.com/mleko/kmeans-clust

k-means clustering in TypeScript
https://github.com/mleko/kmeans-clust

clustering k-means kmeans kmeans-clustering kmeans-clustering-algorithm kmeans-plus-plus typescript

Last synced: about 1 year ago
JSON representation

k-means clustering in TypeScript

• Host: GitHub
• URL: https://github.com/mleko/kmeans-clust
• Owner: mleko
• License: mit
• Created: 2018-11-06T08:14:26.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-11-19T19:50:59.000Z (over 7 years ago)
• Last Synced: 2025-04-20T14:06:19.516Z (about 1 year ago)
• Topics: clustering, k-means, kmeans, kmeans-clustering, kmeans-clustering-algorithm, kmeans-plus-plus, typescript
• Language: TypeScript
• Homepage: https://mleko.gitlab.io/kmeans-clust/
• Size: 48.8 KB
• Stars: 2
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

Awesome Lists containing this project

README

          
# kmeans-clust

> k-means clustering in TypeScript

[![NPM](https://nodei.co/npm/kmeans-clust.png?compact=true)](https://nodei.co/npm/kmeans-clust/)

[![Build Status](https://travis-ci.org/mleko/kmeans-clust.svg?branch=master)](https://travis-ci.org/mleko/kmeans-clust)

### Installation

Library can be installed via [npm](https://www.npmjs.com/package/kmeans-clust).

```

$ npm install kmeans-clust

```

### Example

```typescript

import {kmeans} from "kmeans-clust";

const points = [[0], [1], [9], [10]];

kmeans(points, 2)

 //=> [ { centroid: [ 0.5 ], points: [ [Array], [Array] ], error: 1 },

 //=>   { centroid: [ 9.5 ], points: [ [Array], [Array] ], error: 1 } ]

```

#### To run graphic example execute command

```

$ npm run example

```

Live example is available https://mleko.gitlab.io/kmeans-clust/

### [License (MIT)](LICENSE.md)