For functions and , the composition has derivative

Or alternatively, for and ,

Multivariable Chain Rule

See multivariable chain rule for more context

Definition

Definition

For differentiable functions and , has derivative

Since multi-variable derivative are matrices, the above multiplication is matrix multiplication.

For example, for and , we have

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