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This PR adds GP gradient computations.
At the moment we output the gradient with respect to the kernel function and the input (i.e., the mean function is considered a static function that does not depend on the input).To be checked and discussed..
What is missing:
multi_gp
gradientsgp_grad
tutorial/examplegp_grad
as a tutorial in the docs