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Auto-eD: A visual learning tool for automatic differentiation

Auto-eD ( is a web application to help students learn the basics behind automatic differentiation by helping them to visualize the computational graph structure which underlies these computations in forward and reverse mode. An automatic differentiation unit that teaches the basics of automatic differentiation with this tool to help with visualization can be found on Read the Docs (

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Submission Kind: software

Public user content licensed CC BY 4.0 unless otherwise specified.
ISSN 2577-3569