ml-basic

Lightweight, zero dependency, machine learning library for use in NodeJS and browsers.

Table of contents

• Importing
• Usage
• Training

Importing

CommonJS

const MLBasic = require('ml-basic');

ESM

import MLBasic from 'ml-basic';

Browser

<script src="https://unpkg.com/browse/ml-basic/dist/index.js" type="text/javascript"></script>

Usage

import { Neural } from 'ml-basic';

const net = new Neural({
    layers: [
        ...
    ]
});

const result = net.predict([1, 0]);

// result = [0.532..]

Training

import { DataFrame } from 'ml-basic';

const data = new DataFrame([ ... ]);

const error = await net.fit(data);

// error = 0.532..