quadratic_time.py 文件源码

def k_multiple_dim(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