Materials for "Measuring Node Contribution to Community Structure with Modularity Vitality" (paper here)
Modularity Vitality itself is run as:
src.analysis.modularity_vitality.modularity_vitality(g, part)
where g is an igraph Graph, and part is an igraph partition. This function returns a list containing the vitalities for each of the nodes.
The results from the paper can be re-computed using the "Full Results" notebook.
To setup the enviornment to run these notebooks, first create a virtual enviornment using the requirements found in "requirements.txt", then run pip install –e . in the activated enviornment.