Abstract
CompleX Group Interactions (XGI) is a library for analyzing higher-order networks. Such
networks are used to model interactions of arbitrary size between entities in a complex system.
This library provides methods for building hypergraphs and simplicial complexes; algorithms
to analyze their structure, visualize them, and simulate dynamical processes on them; and a
collection of higher-order datasets. XGI is implemented in pure Python and integrates with the
rest of the Python scientific stack. XGI is designed and developed by network scientists with
the needs of network scientists in mind.
networks are used to model interactions of arbitrary size between entities in a complex system.
This library provides methods for building hypergraphs and simplicial complexes; algorithms
to analyze their structure, visualize them, and simulate dynamical processes on them; and a
collection of higher-order datasets. XGI is implemented in pure Python and integrates with the
rest of the Python scientific stack. XGI is designed and developed by network scientists with
the needs of network scientists in mind.
| Original language | English |
|---|---|
| Journal | Journal of Open Source Software |
| DOIs | |
| Publication status | Published - 17 May 2023 |