https://github.com/kanaries/ml

machine learning lib in javascript.
https://github.com/kanaries/ml

javascript machine-learning sklearn

Last synced: 6 months ago
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machine learning lib in javascript.

• Host: GitHub
• URL: https://github.com/kanaries/ml
• Owner: Kanaries
• License: mit
• Created: 2020-07-27T05:36:45.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2021-04-22T06:10:21.000Z (over 4 years ago)
• Last Synced: 2025-03-18T03:56:44.796Z (7 months ago)
• Topics: javascript, machine-learning, sklearn
• Language: TypeScript
• Homepage: https://kanaries.github.io/ml/
• Size: 56.6 KB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# @kanaries/ml

![](https://img.shields.io/github/license/kanaries/ml?color=%23FF7575)

machine learning lib in javascript

## Usage

```sh

npm i --save @kanaries/ml

```

examples:

```js

import { Neighbors } from '@kanaries/ml';

const trainX = [

    [0.12, 0.2, ..., 0.2],

    [0.21, 0.3, ..., 0.2],

    ...

];

const trainY = [0, 1, ..., 1];

const knn = new Neighbors.KNearstNeighbors(3, 'distance', '2-norm');

knn.fit(trainX, trainY);

const testX = [

    [0.52, 0.72, ..., 0.24],

    [0.11, 0.98, ..., 0.32],

    ...

];

knn.predict(testX)

// [2, 1, ..., 0]

```