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Alice's adventures in a differentiable wonderland
A free, self-contained introduction to neural networks and differentiable programming, from automatic differentiation to transformers, with additional chapters on advanced topics.
Simone Scardapane is an associate professor at Sapienza University of Rome, working on efficient, explainable, and structured neural networks.
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A free, self-contained introduction to neural networks and differentiable programming, from automatic differentiation to transformers, with additional chapters on advanced topics.