Multilayer Modularity Belief Propagation (multimodbp). We have implemented a belief propagation solution for multilayer modularity in both C++ and Python. Our implementation allows for both weighted and unweighted single layer networksas well as a variety of multilayer topologies. The C++ backend provides significant performance increaseand allows for running the algorithm at larger scale networks. Our method extends the approach of Pan Zhang and Christopher Moore and provides a convenient interface with the standard networks analysis library, igraph.

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