/HySBM

Hypergraph Stochastic Block Model

Primary LanguageJupyter Notebook

This is the code for the paper Pister, A., & Barthelemy, M. (2023). A Stochastic Block Hypergraph model. arXiv preprint arXiv:2312.12536.

  • generator_v2.py: Algorithm code.
  • sims.ipynb: Simulations and analysis of nodes degree distributions, hyperedges size distributions, and hyperedges compositions..
  • generate_different_order.py: Generate hypergraphs using different orders.
  • node-order.ipynb: Analysis of the effect of different node orders.
  • Complexity.ipynb: Complexity analysis of the algorithm.