Community detection using attribute and structural similarities.
Installation:
pip install community_detect
Dependencies:
NetworkX
Matplotlib
Usage:
Import:
from community_detect import Community
Initialize:
com = Community(alpha_weight = 0.5) #You can add your own value for Alpha
Functions:
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
)
1 maintainer
Metadata
1 maintainer
Release files for community_detect 1.0.0
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