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HyperPLR: Hypergraph Generation through Projection, Learning, and Reconstruction

The dependency of the code is in requirement.txt.

The framework can be found in main.ipynb.

Some related method should be found in utils. (The algorithm GWC in the paper is implemented by function lazy_clique_edge_cover)

Dataset

Maximal cliques finding cost

  • contact-high-school, 0.06284904479980469
  • contact-primary-school, 0.8914539813995361
  • email-Enron, 0.011591196060180664
  • email-Eu, 3.432471990585327
  • NDC-classes, 0.02602386474609375

metrics

  • hypergraph
    • density
    • average size
    • average degree
  • projected graph
    • coefficient
    • modularity
  • bipartite graph
    • modularity