chizkidd/Karpathy-Neural-Networks-Zero-to-Hero
Detailed python notes & code for lectures and exercises of Andrej Karpathy's course "Neural Networks: Zero to Hero." The course is focused on building neural networks from scratch.
This resource provides detailed notes and code implementations for Andrej Karpathy's "Neural Networks: Zero to Hero" course. It helps those learning to build neural networks from scratch by taking them from basic concepts like backpropagation to advanced topics like GPTs. If you are a student or aspiring machine learning engineer, you'll find comprehensive guidance for creating your own language models and understanding their inner workings.
119 stars.
Use this if you want a deep, foundational understanding of how neural networks, including modern language models, are built from the ground up, complete with hands-on coding examples.
Not ideal if you're looking for a high-level overview or an advanced deep learning framework implementation rather than a from-scratch educational journey.
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Jupyter Notebook
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MIT
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Last pushed
Feb 28, 2026
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