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Modules and scripts to model contagions on higher-order networks with heterogeneous exposure

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heterogeneous-exposure-hons

DOI

Modules and scripts to model contagions on higher-order networks with heterogeneous exposure.

Reference

If you use this code, please consider citing:

"Universal nonlinear infection kernel from heterogeneous exposure on higher-order networks"
Guillaume St-Onge, Hanlin Sun, Antoine Allard, Laurent Hébert-Dufresne, Ginestra Bianconi
arXiv:2101.07229

Requirements

The following packages are used by certain modules:

  • numpy
  • scipy
  • numba
  • pandas
  • matplotlib
  • matplotlib-label-lines

Also, if you wish to reproduce the simulation, you will need the following packages:

  • horgg, for the generation of synthetic hypergraphs
  • schon, for the simulation of contagions on higher-order networks

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Modules and scripts to model contagions on higher-order networks with heterogeneous exposure

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