@xginets

compleX Group Interactions (XGI) is a python package that provides an ecosystem for the analysis and representation of complex systems with group interactions.

xgi.readthedocs.io
Joined April 2022
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  • Following186
  • Followers450
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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!
XGI - compleX Group Interactions@xginets6 Jul 2023
Hey there! We're excited to be heading to @netsci2023 next week! 🎙️ Our awesome @nwlandry will be rocking the stage on Wednesday, July 12th at 12:45 in the Audimax, talking about XGI, our Python library! 🤝 Come hang out and chat with us!
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XGI - compleX Group Interactions retweeted
Szabolcs Horvát@szhorvat17 Jun 2024
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

Schedule

A NetSci 2025 Satellite Workshop June 2, 2025, Maastricht, Netherlands

netsci.nascol.net
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XGI in the wild: Bell Luo, student of @PhilChodrow, presenting his awesome thesis on sampling from the hypergraph configuration model. Congrats, Bell!! Great work!
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#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/TopoNetX @networkx_team @PNNLab @xginets
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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_
Mathilde Papillon🦋 mathildepapillon .bsky .social@mathildepapillo6 Feb 2024
Interested in giving topological deep learning a shot? TopoX is the perfect suite of tools to get started with🚀 Thank you to the whole community who made this happen! Open source ML truly takes a village🏡 arxiv.org/pdf/2402.02441.pdf
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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 👇🧵
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📊 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…) so you can quickly find a dataset that meets your needs. Thanks @nwlandry for this!
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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!
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Publication figure made with XGI 😎
Maxime Lucas@maximelca29 Sep 2023
Replying to @maximelca
This already gets interesting for identical phase oscillators on a ring structure. For pairwise couplings, we know this ring supports twisted states: spatial sync states where the phases make q full twists around the ring. Full sync is q=0. These are stable up to a given q. 3/
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📢 New XGI release 0.7.4 github.com/xgi-org/xgi/relea… 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 🕸️➡️

Release v0.7.4 · xgi-org/xgi

Response to PyOpenSci review, fixing Issue #453 among other things #470 (@nwlandry). Fixed issues created from merging PR #380 #471 (@nwlandry). Added the capability to generate the complement of a...

github.com
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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 github.com/xgi-org/xgi#how-t…

GitHub - xgi-org/xgi: CompleX Group Interactions (XGI) is a Python package for higher-order...

CompleX Group Interactions (XGI) is a Python package for higher-order networks. - xgi-org/xgi

github.com
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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!
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📢 New XGI release 0.7.2 github.com/xgi-org/xgi/relea… It's our 4th release since 0.5.8. What's new? * ⚙️ new functionalities (directed hypergraphs!) * 🪲 fixed bugs * 📖 improved documentation and code structure * 🕸️ new BIGG datasets Come see what's new in this thread ➡️

Release v0.7.2 · xgi-org/xgi

Listed the available statistics in the stats module #405 (@thomasrobiglio). Implemented functions from this article #400 (@maximelucas). Reorganized the convert module #423 (@nwlandry). Refactored ...

github.com
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We welcome a first-time contributor with these releases: Antoine Combret-Renouard Thank you! 💫 We are always looking for contributors. Go check how to get involved at your own pace github.com/xgi-org/xgi#how-t…

GitHub - xgi-org/xgi: CompleX Group Interactions (XGI) is a Python package for higher-order...

CompleX Group Interactions (XGI) is a Python package for higher-order networks. - xgi-org/xgi

github.com
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That's it for now. We'll be working on more tutorials and documentation in the next release. What else would like to see? Let us know!
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