micrograd-js

Made for fun in order to try and understand a deep learning library from scratch.

All the code is written using the "The spelled-out intro to neural networks and backpropagation: building micrograd" by Andrej Karpathy

This is written in javascript in order "to type it out" myself - in another language.

The original code is written in python which is a better language for the purpose.

But I wanted to try it out in javascript.

Requirements

nodejs >= 14.17.4

I know it won't work with nodejs <= v12.22.4

nvm use v14.17.4

Test

git clone https://github.com/diversen/micrograd-js.git

This runs the main example from the tutorial:

node test/mlp.js

test/mlp.js

This runs the OR, AND, XOR, NOT gates example:

node test/gates.js

test/gates.js

Install

npm install micrograd-js

Usage

import { Value } from 'micrograd-js'
import { MLP } from 'micrograd-js'

License

MIT © Dennis Iversen