eb8b2c8b47666355b6636464caaded37463751a6,GPy/kern/_src/independent_outputs.py,IndependentOutputs,gradients_X_diag,#IndependentOutputs#Any#Any#,90

Before Change

        return target

    def gradients_X_diag(self, dL_dKdiag, X):
        X, slices = X[:,:-1], index_to_slices(X[:,-1])
        target = np.zeros(X.shape)
        [[np.copyto(target[s,:-1], self.kern.gradients_X_diag(dL_dKdiag[s],X[s])) for s in slices_i] for slices_i in slices]
        return target

After Change

        return target

    def gradients_X_diag(self, dL_dKdiag, X):
        slices = index_to_slices(X[:,self.index_dim])
        target = np.zeros(X.shape)
        [[np.copyto(target[s,:-1], self.kern.gradients_X_diag(dL_dKdiag[s],X[s])) for s in slices_i] for slices_i in slices]
        return target

Instances