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For a function $$f([x_1, \ldots, x_n]^T)$$, the gradient $$\nabla_x f([x_1, \ldots, x_n]^T)$$ is the vector containing the $$n$$ partial derivatives of $$f$$ with respect to each $$x_i$$.