easygraph.functions.hypergraph.centrality.hypercoreness module#
- easygraph.functions.hypergraph.centrality.hypercoreness.frequency_based_hypercoreness(h)[source]#
The frequency-based hypercoreness of nodes in hypergraph.
- Parameters:
- heasygraph.Hypergraph
- :returns: **dict**
- :rtype: Centrality, where keys are node IDs and values are lists of centralities.
- .. rubric:: References
- Mancastroppa, M., Iacopini, I., Petri, G. et al. Hyper-cores promote localization and efficient seeding in higher-order processes. Nat Commun 14, 6223 (2023). https://doi.org/10.1038/s41467-023-41887-2
- easygraph.functions.hypergraph.centrality.hypercoreness.size_independent_hypercoreness(h)[source]#
The size_independent_hypercoreness of nodes in hypergraph.
- Parameters:
h (eg.Hypergraph.) –
- Returns:
Centrality, where keys are node IDs and values are lists of centralities.
- Return type:
dict
References
Mancastroppa, M., Iacopini, I., Petri, G. et al. Hyper-cores promote localization and efficient seeding in higher-order processes. Nat Commun 14, 6223 (2023). https://doi.org/10.1038/s41467-023-41887-2.