networkqit.algorithms.community.comm_assortativity

comm_assortativity(A, memb)

This function computes the modular group assortativity and the newman modularity as from Eq.18-19 of the Peixoto paper “Nonparametric weighted stochastic block models” https://arxiv.org/pdf/1708.01432.pdf

Args:

A (np.array): the (weighted) adjacency matrix memb (list): the node block membership

Output:

qr: the group modular assortativity Q: the Newman modularity

peixoto2017-weighted

Tiago Peixoto, “Non parametric weighted stochastic block model”, https://arxiv.org/pdf/1708.01432.pdf :url:`https://arxiv.org/pdf/1708.01432.pdf`.