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karpathy/micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

★ 18.2KWeek rank 101 · star gain starts at the next snapshot

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From the README

micrograd A tiny Autograd engine (with a bite! :)).

Setup prompt

Paste this into Cursor or Claude Code. It only includes install lines found in the README, and it asks the agent to review the code first.

Set up the GitHub repository karpathy/micrograd (A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API).
Repository: https://github.com/karpathy/micrograd

Official install commands found in the README:
pip install micrograd

Clone the repository and follow those steps. Do not invent package names or extra install commands.
Review the code before running anything.

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Same mentions, three half-lives. This is not a star history. Star gain appears after a second daily snapshot.

  • Today0.92
  • Week1.63
  • Month1.94

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