omputational-graph

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josephfried / minimal-autodiff

A tiny, easy-to-read reverse-mode autodiff engine written in clean Python 3.12. Implements scalar Tensor nodes, a computation DAG, topological traversal, and gradient accumulation. Ideal for anyone learning how backpropagation actually works under the hood.

python automatic-differentiation autodiff reverse-mode omputational-graph

Updated Dec 7, 2025
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