def METHOD_NAME():
    no_knn_euclidean = get_neighbors()
    no_knn_euclidean.compute_neighbors(
        n_neighbors, method="gauss", knn=False, metric="euclidean"
    )
    no_knn_manhattan = get_neighbors()
    no_knn_manhattan.compute_neighbors(
        n_neighbors, method="gauss", knn=False, metric="manhattan"
    )
    assert not np.allclose(no_knn_euclidean.distances, no_knn_manhattan.distances)