bethe_hessian_spectrum#

bethe_hessian_spectrum(G, r=None)[source]#

返回图 G 的 Bethe Hessian 矩阵的特征值。

Parameters:
G

一个 NetworkX 图或有向图

r浮点数

正则化参数

Returns:
evalsNumPy 数组

特征值

See also

bethe_hessian_matrix

References

[1]

A. Saade, F. Krzakala 和 L. Zdeborová “Spectral clustering of graphs with the bethe hessian”, Advances in Neural Information Processing Systems. 2014.