This is a slight modification of Louvain's algorithm based on the Fast unfolding of communities in large networks paper. For optimizitaion, a metric Q is used. Q = modularity(C) + regularization(C), ...

This Python script implements the Louvain community detection algorithm for detecting communities in networks. The Louvain algorithm is a popular method for identifying communities in large networks ...

Modularity-based ... of these methods are the Louvain algorithm, the Infomap algorithm, and the Girvan-Newman algorithm. Another approach to community detection is based on spectral graph theory ...

The goodness of partitioning into communities is typically measured using a well known measure called modularity ... for serial community detection. In this paper, we present the design of a ...

The traditional Louvain algorithm is a fast community detection algorithm with reliable results. The scale of complex networks is expanding larger all the time, and the efficiency of the Louvain ...

The past decade has been marked with a proliferation of community detection algorithms that aim to ... One striking commonality is that Newman's Spectral algorithm, Fast Modularity, and the Louvain ...