The total derivative of at is a linear map satisfyingThe gradient is the vector of partial derivatives, . When is totally differentiable, these partial derivatives exist andThus the derivative is a linear functional represented by the gradient under the Euclidean inner product. Existence of partial derivatives alone does not imply total differentiability.
The denominator is positive on because . The quotient rule gives the gradientIn particular is continuously differentiable throughout .
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