def update_gradients_diag(self, dL_dKdiag, X):
        raise NotImplementedError
update the gradients of all parameters when using only the diagonal elements of the covariance matrix
dataset/ETHPy150Open SheffieldML/GPy/GPy/kern/src/kern.py/Kern.update_gradients_diag