XGI - compleX Group Interactions

Excited to be at @ConfCompSys this week! Our awesome @maximelca will give a talk abt XGI today at 14:45 in Room12, at the Software and Data for Complex Systems satellite. Thanks @narnolddd for the invite. @maximelca @iacopoiacopini and @lordgrilo are in Exeter, come chat!

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Don't miss tomorrow's first ever software-focused @NetSciConf satellite and school, with presentations on various network analysis packages in the morning and tutorials in the afternoon! Schedule at netsci.nascol.net/schedule

XGI in the wild: Bell Luo, student of @PhilChodrow, presenting his awesome thesis on sampling from the hypergraph configuration model. Congrats, Bell!! Great work!

#TopoNetX builds on top of the excellent NetworkX, HyperNetX and XGI to provide elementary computations on topological domains, such as adding a higher-order cell to a combinatorial complex. github.com/pyt-team/TopoN… @networkx_team @PNNLab @xginets

Want to code your 1st topological neural net, and leverage higher-order structure from your dataset?🍩🤖 Try #TopoX, a suite of 3 Python packages for machine learning and deep learning on hypergraphs, simplicial, cellular, path and combinatorial complexes🌟 @PyT_Team_

Want a feature/dataset that you don’t see listed here? Just give us a shout, and we will do our best to make it a reality! As always, contributions are always welcome!

📊 Data Finally, we've almost **doubled** the number of higher-order datasets that XGI offers (24)! Also, we now have a summary table of the network statistics (xgi.readthedocs.io/en/stable/xgi-…) so you can quickly find a dataset that meets your needs. Thanks @nwlandry for this!

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

That's it for now. We already have more tutorials, recipes, and drawing features in the pipes for the next one1 What else would like to see? Let us know!

We welcome a first-time contributor with these releases: Pietro Traversa Thank you! 🔥 We are always looking for contributors. Go check how to get involved at your own pace #how-to-contribute" target="_blank" rel="nofollow noopener">github.com/xgi-org/xgi#ho…

📢 New XGI release 0.7.4 github.com/xgi-org/xgi/re… It's our 2nd release since 0.7.2. What's new? ⚙️new functionalities (drawing, encapsulation, hist) 📖 new tutorials 🎨 rewrite of draw module 🪲 bugs fixed Come see what's new in this thread 🕸️➡️

🎨 Rewrite of draw module * refactoring * draw_nodes() is now faster, more flexible and intuitive, with a few extra features

📖 New tutorials As promised, we started adding tutorials! For easy introductions to XGI: * XGI in 5 minutes * XGI in 10 minutes * XGI in 15 minutes Check them out here: github.com/xgi-org/xgi/tr… More are coming 🚀