XGI
@xgi.bsky.social
compleX Group Interactions (XGI) is a python package that provides an ecosystem for the analysis and representation of higher-order networks. https://xgi.readthedocs.io
Reposted by XGI
Reposted by XGI
Reposted by XGI
@nwlandry.bsky.social fighting against vibes-based estimations of the convergence when sampling from the configuration model. Good content.
Bonus: @xgi.bsky.social viz
Bonus: @xgi.bsky.social viz
June 5, 2025 at 10:00 AM
@nwlandry.bsky.social fighting against vibes-based estimations of the convergence when sampling from the configuration model. Good content.
Bonus: @xgi.bsky.social viz
Bonus: @xgi.bsky.social viz
Reposted by XGI
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 👀
June 5, 2025 at 10:34 AM
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 👀
Reposted by XGI
Hypergraph Link Prediction via Hyperedge Copying
https://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...📈🤖
https://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...📈🤖
February 5, 2025 at 4:41 PM
Hypergraph Link Prediction via Hyperedge Copying
https://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...📈🤖
https://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...📈🤖
XGI in the wild!
Hypergraph Link Prediction via Hyperedge Copying
https://arxiv.org/abs/2502.02386
https://arxiv.org/abs/2502.02386
February 20, 2025 at 9:27 PM
XGI in the wild!
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!
February 9, 2025 at 12:20 AM
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!
XGI in the wild!
Governance as a complex, networked, democratic, satisfiability problem
https://arxiv.org/abs/2412.03421
https://arxiv.org/abs/2412.03421
December 5, 2024 at 6:33 PM
XGI in the wild!
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 Models
bigg.ucsd.edu
December 2, 2024 at 11:19 PM
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!
Did you know that XGI offers 39(!) higher-order datasets in a standardized format? xgi.readthedocs.io/en/stable/xg...
XGI-DATA — XGI documentation
xgi.readthedocs.io
November 27, 2024 at 3:06 PM
Did you know that XGI offers 39(!) higher-order datasets in a standardized format? xgi.readthedocs.io/en/stable/xg...
Guess what? Now, we have benchmarks for core functionality! Any suggestions for additional benchmarks? xgi-org.github.io/xgi/dev/bench/
Benchmarks
xgi-org.github.io
November 25, 2024 at 2:35 AM
Guess what? Now, we have benchmarks for core functionality! Any suggestions for additional benchmarks? xgi-org.github.io/xgi/dev/bench/
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 👇🧵
This follows our latest poll (below): see thread below for details 👇🧵
December 5, 2023 at 4:12 PM
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 👇🧵
This follows our latest poll (below): see thread below for details 👇🧵
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!
October 25, 2023 at 10:15 PM
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!
Hello, hypergraphy world!
October 25, 2023 at 10:12 PM
Hello, hypergraphy world!