Higher-order behaviors example

Supporting code for the paper Kaloyan Danovski, Sandro Meloni, Michele Starnini, "Cross-order induced behaviors in contagion dynamics on higher-order networks".

This repository contains:

• The main hob_example.ipynb notebook, showing a reduced version of the dynamics simulation, measure computation, and data analysis.
• An auxiliary script of function definitions utils.py.
• An environment.txt file that can be used to set up your python environment using pip (mainly you need the hypergraphx package).

For the experiments in the paper, we generate the data with the same method shown in the example, but apply a scirpt for distributed compitation on a SLURM-enabled HPC cluster at the Pompeu Fabra University. These are also available upon request.