Preface#
A self-contained course to learn the basics of neural networks: from backprop to GPT!
📖 Read 🌻#
Visit micrograduate-book.github.io.
⚡ Run ☄️#
🌐 Online#
🏡 Locally#
Clone repo:
git clone https://github.com/ckaraneen/micrograduate.git
Create and activate env:
cd micrograduate
conda env create --file environment.yaml
conda activate micrograduate-env
Install requirements:
uv pip install -r requirements.txt
Run notebooks in Notebook Server, VSCode/Cursor, etc.
✨ Acknowledgements 🙏#
microgra∇uate builds on the works of Andrej Karpathy (check out Eureka Labs!) and Jay Mody:
Neural Networks: Zero to Hero lecture series and repo
It would not exist without their contributions. ❤️