#networkcommons
NetworkCommons aims to become a meeting point for the community, aiding both researchers to get mechanistic models and developers to compare existing methods. 📩 We welcome contributions of datasets, methods, and evaluation strategies to expand the platform’s utility and impact
November 26, 2024 at 9:44 AM
Currently, NetworkCommons provides access to knowledge from omnipathdb.org, 4 omics datasets, 7 network inference methods, and 4 benchmarking examples. We also encourage users to bring in their own data, methods, or benchmarks 🧩 📘 Source code: ➡️ github.com/saezlab/netw...
Bridging the gap between data, methods and knowledge in the network inference field — NetworkCommons alpha documentation
networkcommons.readthedocs.io
November 26, 2024 at 9:44 AM
NetworkCommons: bridging data, knowledge and methods to build and evaluate context-specific biological networks

doi.org/10.1101/2024...

#omics #data
NetworkCommons: bridging data, knowledge and methods to build and evaluate context-specific biological networks
Summary: We present NetworkCommons, a platform for integrating prior knowledge, omics data, and network inference methods, facilitating their usage and evaluation. NetworkCommons aims to be an infrast...
doi.org
November 26, 2024 at 8:13 PM
The first version of NetworkCommons is now published in Bioinformatics. Next, we’ll focus on involving more of the network biology community.
academic.oup.com/bioinformati...
In parallel, we’ll continue expanding benchmarks and developing new applications.
Interested in contributing? Reach out! ⬇️
February 20, 2025 at 4:30 PM
NetworkCommons is out! It's been a lot of fun to work on this project, please consider contributing to this exciting initiative to democratise network biology 🪐

Thanks a lot to all coauthors especially Denes, @martingarridorc.bsky.social and @juliosaezrod.bsky.social
We present NetworkCommons, a unified platform 🪐 for network biology, providing access to omics data, knowledge, and contextualization methods, all with a consistent API 👇🧵
Paper: doi.org/10.1101/2024...
Docs: networkcommons.readthedocs.io
November 26, 2024 at 10:32 AM
NetworkCommons: bridging data, knowledge and methods to build and evaluate context-specific biological networks https://www.biorxiv.org/content/10.1101/2024.11.22.624823v1
NetworkCommons: bridging data, knowledge and methods to build and evaluate context-specific biological networks https://www.biorxiv.org/content/10.1101/2024.11.22.624823v1
Summary: We present NetworkCommons, a platform for integrating prior knowledge, omics data, and netw
www.biorxiv.org
November 25, 2024 at 2:47 PM
Hi @drglazcode.bsky.social , do feel free to open issues in the networkcommons github page: github.com/saezlab/netw...
May 22, 2025 at 2:23 PM
📊 OmniPath was built for #NetworkBiology. Use it for:
• Network analysis directly in Cytoscape (apps.cytoscape.org/apps/omnipath)
• Mechanistic modeling with Corneto (corneto.org) and NetworkCommons
September 17, 2025 at 1:10 PM
September 2, 2025 at 12:09 PM
It highlights how involving non-experts in building networks empowers communities and democratizes technology, shaping it to serve local needs over commercial interests. #NetworkCommons
May 28, 2025 at 2:20 PM
Hot of the press!! Whether you feel your data can benefit from network biology, you’re a method developer, or you have some strategies to evaluate networks, check this out! NetworkCommons is actively looking for contributions :)
The first version of NetworkCommons is now published in Bioinformatics. Next, we’ll focus on involving more of the network biology community.
academic.oup.com/bioinformati...
In parallel, we’ll continue expanding benchmarks and developing new applications.
Interested in contributing? Reach out! ⬇️
February 20, 2025 at 5:44 PM
NetworkCommons: bridging data, knowledge and methods to build and evaluate context-specific biological networks https://www.biorxiv.org/content/10.1101/2024.11.22.624823v1
NetworkCommons: bridging data, knowledge and methods to build and evaluate context-specific biological networks https://www.biorxiv.org/content/10.1101/2024.11.22.624823v1
Summary: We present NetworkCommons, a platform for integrating prior knowledge, omics data, and netw
www.biorxiv.org
November 25, 2024 at 2:47 PM
Don't Miss #NetworkCommons: Medical Care Aha Moments on October 20: http://eepurl.com/bBPUsr
Don't Miss #NetworkCommons: Medical Care Aha Moments on O...
eepurl.com
November 26, 2024 at 7:23 PM
Hello guys, I came across networkcommons two months ago. My supervisor in university of Macau introduced it to be for my msc thesis studies. If you don't mind please I'll be asking some questions directly so as to get a clear understanding on how I can use it for my project in integrating multi omi
May 16, 2025 at 8:12 AM
We present NetworkCommons, a unified platform 🪐 for network biology, providing access to omics data, knowledge, and contextualization methods, all with a consistent API 👇🧵
Paper: doi.org/10.1101/2024...
Docs: networkcommons.readthedocs.io
November 26, 2024 at 9:44 AM
NetworkCommons is out! This initiative aims to enhance programmatic interoperability between data, knowledge and methods with the hope of developing more robust benchmarks in the future. Shout out to @vicpaton.bsky.social and Denes for their amazing work here 👇
We present NetworkCommons, a unified platform 🪐 for network biology, providing access to omics data, knowledge, and contextualization methods, all with a consistent API 👇🧵
Paper: doi.org/10.1101/2024...
Docs: networkcommons.readthedocs.io
November 26, 2024 at 1:29 PM
We also aim to establish synergies with other larger community initiatives. For example, we have drafted an initial example of how to connect pertpy @scverse.bsky.social with NetworkCommons networkcommons.readthedocs.io/en/latest/vi...
November 26, 2024 at 9:44 AM
🔗 Ecosystem

CORNETO is powering LIANA+ (liana-py.readthedocs.io), linking cell–cell communication events to intracellular signaling (@scverse.bsky.social). It’s also at the core of NetworkCommons (networkcommons.readthedocs.io), our community-driven platform for network methods.
July 22, 2025 at 3:23 PM
Why NetworkCommons? 🤓 Existing tools are often isolated, limiting reproducibility and innovation. NetworkCommons solves this by standardizing access to data, knowledge, and methods, enabling the sharing and reuse of tools, as well as transparent assessment of method performance.
November 26, 2024 at 9:44 AM