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XGI: A Python package for higher-order interaction networks

Authors: Landry, Nicholas W.; Lucas, Maxime; Iacopini, Iacopo; Petri, Giovanni; Schwarze, Alice; Patania, Alice; Torres, Leo;

XGI: A Python package for higher-order interaction networks

Abstract

Added the functionality to load datasets from the BiGG database #384 (@nwlandry). Added the draw_dihypergraph() method to draw directed hypergraphs #387 (@thomasrobiglio). Changed "an hypergraph" to "a hypergraph" in the docstrings #386 (@acombretrenouard). Fixed mathematical expressions that were not represented properly in the docstrings part 2 #382 (@nwlandry). Fixed mathematical expressions that were not represented properly in the docstrings #381 (@nwlandry). Added the DiHypergraph class, directed view classes, and directed stats classes #372 (@nwlandry). Added Katz-centrality algorithm #370 (@acombretrenouard). Added the draw_multilayer() drawing function #369 (@thomasrobiglio). Fixed members() and memberships() methods so that views are read-only #371 (@nwlandry). Added shortest path algorithms #368 (@acombretrenouard).

If you use this software, please cite our article in the Journal of Open Source Software.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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