Sasha Rush has released "Autodiff Puzzles," an interactive Google Colab notebook designed to teach automatic differentiation. Similar to his previous puzzle series on Tensors and GPUs, these challenges guide users through building autodiff from the ground up, operation by operation. The goal is to provide a deep understanding of autograd beyond just using it. AI
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IMPACT Provides a hands-on way to deeply understand automatic differentiation, a fundamental ML concept.
RANK_REASON Release of an interactive educational tool for understanding a core machine learning concept.