pip install community_detect

NetworkXMatplotlib

Import:  from community_detect import Community

  com = Community(alpha_weight = 0.5) #You can add your own value for Alpha

  Main method: get_communities(Graph, #Your Graph                               Vertices, #List of Vertices                               Similarity Matrix, #Similarity matrix for attribute similarities (It should be a N X N matrix where N is the number of vertices                         Similarity Matrix Type #Types : cosine, euclidean etc.                          )                                 Returns a dictionary with each key containing all the nodes in that community                  To View Communities : view_communities(Communities, #Output of above function                                   Graph, #Your Graph                                   Vertices, #List of Vertices                                                 Similarity Matrix, #Similarity matrix for attribute similarities (It should be a N X N matrix where N is the number of vertices                                    Similarity Matrix Type #Types : cosine, euclidean etc                                   )        Displays a matplotlib window displaying communities on a graph