Skip to content

mljs/ml

master
Switch branches/tags
Code

Latest commit

chore!: update dependencies

chore!: remove support for Node.js 12
88c0717

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
src
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

ml.js - Machine learning tools in JavaScript

Introduction

This library is a compilation of the tools developed in the mljs organization.
It is mainly maintained for use in the browser. If you are working with Node.js, you might prefer to add to your dependencies only the libraries that you need, as they are usually published to npm more often.
We prefix all our npm package names with ml- (eg. ml-matrix) so they are easy to find.

To include the ml.js library in a web page:

<script src="https://www.lactame.com/lib/ml/6.0.0/ml.min.js"></script>

It will be available as the global ML variable. The package is in UMD format.

List of included libraries

Unsupervised learning

Supervised learning

Artificial neural networks (ANN)

  • Feedforward Neural Networks: ML.FNN
  • Self-organizing map / Kohonen networks: ML.SOM

Regression

Optimization

Math

ML.Array

ML.ArrayXY

Functions dealing with an object containing 2 properties x and y, both arrays.

Example:

let result = ML.ArrayXY.sortX({ x: [2, 3, 1], y: [4, 6, 2] });
// result = {x: [1,2,3], y: [2,4,6]}

Statistics

Data processing

Utility

License

MIT