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XGI

@xgi.bsky.social

214 followers 156 following 16 posts

compleX Group Interactions (XGI) is a python package that provides an ecosystem for the analysis and representation of higher-order networks. xgi.readthedocs.io

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XGI @xgi.bsky.social · 05/12/2023

Finally, we have almost DOUBLED the number of higher-order datasets that XGI offers (24). In addition, we have a summary table of the network statistics (xgi.readthedocs.io/en/stable/xg...) so you can quickly find a dataset that meets your needs. Thanks to @nwlandry.bsky.social for this!

A large table showing basic statistics for a bunch of higher-order networks.

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XGI @xgi.bsky.social · 05/12/2023

🎨 Visualization Drawing has gotten more flexible thanks to Maxime Lucas: you can now specify almost any drawing parameter that matplotlib does! Stay tuned for a longer thread about this soon, and go check the tutos: xgi.readthedocs.io/en/stable/ap...

A hypergraph visualized as a multilayer hypergraph where each layer is an edge size.

A visualization of a hypergraph with edges visualized as polygons with rounded corners wrapping around the nodes.

A visualization of a hypergraph where node colors and edge colors are mapped to their own colorbar

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XGI @xgi.bsky.social · 05/12/2023

📖 Tutorials - We've organized them by type (getting started, focus, and in-depth) - The tutos are now integrated to the online docs: xgi.readthedocs.io/en/stable/ap... - We've also got recipes, go check them out: xgi.readthedocs.io/en/stable/ap... Big thanks to Thomas Robiglio for this!

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XGI @xgi.bsky.social · 05/12/2023

X-mas has come early this year for XGI-ers! We are excited to announce massive changes to our documentation, datasets, and functionality! This follows our latest poll (below): see thread below for details 👇🧵

A poll showing that users would like a cookbook for XGI, followed by more and improved tutorials.

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