XGI - compleX Group Interactions

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

[XGI - compleX Group Interactions @xginets]

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 @xginets]

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!

[XGI - compleX Group Interactions @xginets]

🤩

[Szabolcs Horvát @szhorvat]

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 https://t.co/xvbaf2ACnX

[XGI - compleX Group Interactions @xginets]

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

[Nina Miolane 🦋 @ninamiolane.bsky.social @ninamiolane]

#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.

https://t.co/HCeq9rRgXf

@networkx_team @PNNLab @xginets

[Nina Miolane 🦋 @ninamiolane.bsky.social @ninamiolane]

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_

[XGI - compleX Group Interactions @xginets]

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!

[XGI - compleX Group Interactions @xginets]

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 👇🧵

[XGI - compleX Group Interactions @xginets]

📊 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 (https://t.co/IO6cKiA8Ul) so you can quickly find a dataset that meets your needs.

Thanks @nwlandry for this!

[XGI - compleX Group Interactions @xginets]

Publication figure made with XGI 😎

[Maxime Lucas @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/

[XGI - compleX Group Interactions @xginets]

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!

[XGI - compleX Group Interactions @xginets]

📢 New XGI release 0.7.4

https://t.co/YGG9gOKKgJ

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 🕸️➡️

[XGI - compleX Group Interactions @xginets]

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

https://t.co/k3BL2iegqN

[XGI - compleX Group Interactions @xginets]

@KesterRatcliff That sounds interesting. It seems too broad of a question to be covered by our tutorials which are more implementation-based. We'd be happy to chat about your ideas if you're interested.

[XGI - compleX Group Interactions @xginets]

📢 New XGI release 0.7.2

https://t.co/RDOAqiztKV

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 ➡️

[XGI - compleX Group Interactions @xginets]

@KesterRatcliff You can also see the code from research projects using XGI here:
https://t.co/YpyxtpDnIY

[XGI - compleX Group Interactions @xginets]

@KesterRatcliff Hi! Thanks for your question 💫

We don't have videos, but we have notebook tutorials:
https://t.co/HD6DPENF1l

We're working on new and improved tutos, see our ideas here
https://t.co/aIxH0eIC4e
https://t.co/QAPbLpXPsH

Is there something specific you'd like to see covered?