Deep Learning Library using VanillaJS

dl4vanillajs is a buldle of function for deeplearning application written in VanillaJS.

Vanilla JS is the alias of pure JavaScript. It does not depends on any frameworks or libraries.

There are a web browser which supports Javascript/ECMA-Script, all of running and developing environment is prepared.

It is only a expermental approach, not optimized and not commertial purpose.

Demos

* dl4vanillajs-node-example
* simple binary classification
* xor problem

Install

dl4vanillsjs has no dependencies.

You can download released archives or install from npm.

$3

``
$ npm install dl4vanillajs
`

$3

Download recent released archives : link

Usages

$3

`javascript
// import module
const dl = require('dl4vanillajs');

// define matrix for example
let X = [[1,2,3]]
let W = [[1,0,1], [1,1,0], [0,0,1]];

// multiply X and W
let Y = dl.mat.mul(X,W);

// add scalar value 1
let Y1 = dl.mat.add(Y,1);

// print result
console.log(Y1);
`

$3


`html










`




Test

You can run test sctipt using node.js.

$3

`
$ node test/run.js
`

$3

example 1 : test math modules
`
$ node test/run.js math
`

example 2 : test math/derivative.js module
`
$ node test/run.js math.derivative
``

Liecnse

Apache-2.0