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XGI

@xgi.bsky.social
213 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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Laurent Hébert-Dufresne @lhd.bsky.social · 15/10/2025
We wrote a little something! @nwlandry.bsky.social and I talk about how new software to study networks with groups (like @xgi.bsky.social !) can help interdisciplinary collaborations tackle old questions from social ontology and the science of groups. www.siam.org/publications...
siam.org
Group Science: The Open Source Study of Higher-order Networks With XGI | SIAM
The CompleX Group Interactions (XGI) software package offers analytical tools, tutorials, and documentation for higher-order network science research.
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Nicholas Landry @nwlandry.bsky.social · 03/06/2025
@xgi.bsky.social in the wild 👀
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Nicholas Landry @nwlandry.bsky.social · 03/06/2025
@xgi.bsky.social in the wild 👀
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Maxime Lucas @maximelca.bsky.social · 05/06/2025
@nwlandry.bsky.social fighting against vibes-based estimations of the convergence when sampling from the configuration model. Good content. Bonus: @xgi.bsky.social viz
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Nicholas Landry @nwlandry.bsky.social · 05/06/2025
Tim LaRock talking about the number (and properties) of hypergraphs with the same pairwise projection. Very cool work and a picture of @xgi.bsky.social in the wild 👀
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Reposted by XGI
ArXiv Paper Poster (cs.SI & ph-soc) @soc-net-bot.bsky.social · 05/02/2025
Hypergraph Link Prediction via Hyperedge Copying arxiv.org/abs/2502.02386 We propose a generative model of temporally-evolving hypergraphs in which hyperedges form via noisy copying of previous hyperedges. Our proposed model reproduces several stylized facts from many empirical hyperg...📈🤖
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XGI @xgi.bsky.social · 20/02/2025
XGI in the wild!
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XGI @xgi.bsky.social · 09/02/2025
New release! Version 0.9.5 adds support for hyperedge line width. We also fixed an error in our random generative models and made some methods up to 4x faster (!!!) in the process. @kaiserdaniel.bsky.social also made his first contribution, fixing an error in the hypergraph Laplacian. Thanks Daniel!
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XGI @xgi.bsky.social · 05/12/2024
XGI in the wild!
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XGI @xgi.bsky.social · 02/12/2024
Did you know that XGI can load chemical reaction datasets directly from the BiGG repository? bigg.ucsd.edu. Simply run "xgi.load_bigg_data()" and see what datasets are available!
bigg.ucsd.edu
BiGG Models
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XGI @xgi.bsky.social · 27/11/2024
Did you know that XGI offers 39(!) higher-order datasets in a standardized format? xgi.readthedocs.io/en/stable/xg...
xgi.readthedocs.io
XGI-DATA — XGI documentation
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XGI @xgi.bsky.social · 25/11/2024
Guess what? Now, we have benchmarks for core functionality! Any suggestions for additional benchmarks? xgi-org.github.io/xgi/dev/bench/
xgi-org.github.io
Benchmarks
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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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XGI @xgi.bsky.social · 25/10/2023
This is the bluesky account for XGI, a Python library for working with higher-order networks! Expect periodic updates on what we're working on, new releases, and research that uses XGI. We're excited to engage with the community here!
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XGI @xgi.bsky.social · 25/10/2023
Hello, hypergraphy world!
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