I'm involved in the development of two python libraries concerning community detection.
The goal of these libraries is to facilitate research on this topic.
Feel free to contact us if you want to add your own method to these libraries. Feel free to contribute to them in naother other mean too.
tnetwork is a library designed to manipulate temporal networks in their different forms (snapshots, link streams, interval graphs...)
In particular, it makes it easy to run a few standard algorithm for the detection of dynamic communities, but also thier visualization and evaluation.
CDlib is a library for community detection in static networks.
Is contains more than 30 different algorithms, together with various evaluation metrics to analyze them.