compleX Group Interactions (XGI) is a python package that provides an ecosystem for the analysis and representation of complex systems with group interactions.
Joined April 2022
- Tweets 105
- Following 188
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32 Photos and videos
3 Sep 2024
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!
6 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
17 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
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15 May 2024
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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XGI - compleX Group Interactions retweeted
#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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XGI - compleX Group Interactions retweeted
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_
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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5 Dec 2023
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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5 Dec 2023
📊 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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5 Dec 2023
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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30 Sep 2023
Publication figure made with XGI 😎
29 Sep 2023
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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30 Sep 2023
📢 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 🕸️➡️
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30 Sep 2023
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…
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30 Sep 2023
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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25 Jul 2023
📢 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 ➡️
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25 Jul 2023
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…
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25 Jul 2023
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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