Code Monkey home page Code Monkey logo

micrograd's Introduction

micrograd

followed along on karpathy's micrograd build to learn more about neural nets.

video link: https://www.youtube.com/watch?v=VMj-3S1tku0

definitely check it out! was a fun exercise.

get started

  1. clone the repository:
git clone [email protected]:williamgay25/micrograd.git
  1. set up a python virtual environment and install the required packages by running the setup script:
chmod +x setup.sh
./setup.sh
  1. if the virtual environment is not active, activate it:
source .venv/bin/activate
  1. run the main.py script to train the net:
python main.py
  1. when you're done, deactivate the virtual environment:
deactivate

micrograd's People

Contributors

williamgay25 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.