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micrograd-js
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Made for fun - to try and understand a deep learning library from scratch.
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.
nodejs >= 14.17.4
I know it won't work with nodejs <= v12.22.4
nvm use v14.17.4
git clone https://github.com/diversen/micrograd-js.git
This runs the main example from the tutorial:
node test/mlp.js
This runs the OR, AND, XOR, NOT gates example:
node test/gates.js
npm install micrograd-js
import { Value } from 'micrograd-js'
import { MLP } from 'micrograd-js'
MIT © Dennis Iversen
FAQs
Made for fun - to try and understand a deep learning library from scratch.
We found that micrograd-js demonstrated a not healthy version release cadence and project activity because the last version was released a year ago. It has 1 open source maintainer collaborating on the project.
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Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
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Automatically fix and test dependency updates with socket fix—a new CLI tool that turns CVE alerts into safe, automated upgrades.
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