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Higher-order networks for NetworkX using HIF

Project description

HIF for NetworkX

This package implements functions for the Hypergraph data structure in the HIF standard for higher-order network data. It builds hypergraphs based on a decomposition into three NetworkX graphs, H = (V,E,I) where:

  • V = {v} is a finite, non empty set of vertices or nodes,
  • E = {e} is a finite, non-empty set of edges or hyperedges, and
  • I ⊆ VxE is a set of incidences, that is, pairs (v,e) of nodes and edges.

The implementation details can be found in src/nx_hif/hif.py.

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