test.py 文件源码

def kernel_matrix(self, X):

        # check for stupid mistake
        assert X.shape[0] > X.shape[1]

        sq_dists = squareform(pdist(X, 'sqeuclidean'))

        K = np.exp(-sq_dists/ self.scaling)
        return K