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Vector Calculus - II

Explore the concept of Jacobian matrices as an extension of gradients for vector-valued functions. Understand how JAX implements forward and reverse mode auto-differentiation to efficiently calculate Jacobians, enhancing your skills in vector calculus for deep learning applications.

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Jacobian

The gradient is used for real-valued functions, f:Rn→Rf:R^n \to R ...