0e84313d49f4b3f5aef0e0d558ecc34e271b2ad5,grakel/graph_kernels.py,GraphKernel,fit_transform,#GraphKernel#Any#,519

Before Change

            return np.dot(self.kernel(self.X_graph),
                          self.nystroem_normalization_.T)
        else:
            km = self.kernel()
            if self.normalize:
                km_diag = np.diagonal(km)
                km_diag = km_diag.reshape(km_diag.shape[0], 1)
                km /= np.sqrt(np.dot(km_diag.T, km_diag))
            return km

    def calculate_kernel_matrix(
            self,
            kernel,

After Change

            return np.dot(self._kernel.transform(X),
                          self.nystroem_normalization_.T)
        else:
            return self._kernel.fit_transform(X)

Instances