Does this expression $\frac{da^{\intercal}a}{da}$ evaluates to $2*a$ or $2*a^{\intercal}$ ? Here $a$ is column vector. Derivation steps would be appreciated.
Gradient of a scalar with vector
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linear-algebra
matrices