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Polaris
@polarishub.io
ML-ready datasets and benchmarks for drug discovery.
https://polarishub.io
4/ Make sure to checkout our Open Access paper, associated code and thoughts on implementation 👇

📄 Open Access paper: pubs.acs.org/doi/full/10....

💻 Code on GitHub: github.com/polaris-hub/...

💭 Thoughts on implementation: polarishub.io/blog/imagini...
September 11, 2025 at 4:46 PM
3/ We're especially thrilled that this paper is open access thanks to the JCIM editor's choice program.

We hope for the broad adoption of these guidelines to help close the gap between perceived progress and real-world impact in drug discovery.
September 11, 2025 at 4:46 PM
2/ The initial preprint was refined with invaluable feedback:

✅ Community: Unique open-feedback period hosted on Github: github.com/polaris-hub/....

✅ Practical Learnings: Lessons learned from applying these guidelines in the ASAP Antiviral challenge.

✅ Peer Review: Formal review process at JCIM.
September 11, 2025 at 4:46 PM
(3/3) Ready to explore the findings?

Now’s your chance. Analyze the data, test your ideas, and drop your insights in the Discord.

Join the Polaris community on Discord to dive deeper into the challenge results and share what you discover: discord.com/invite/cS6Nf...
April 29, 2025 at 11:06 PM
(2/3) 📢 In addition, ASAP is hosting a virtual showcase tomorrow, April 30 at 11AM ET / 5PM BST featuring top performers from the challenge.

Speakers will present their methods, background, and post-hoc analyses now that the test data is live.

Register for the link: docs.google.com/forms/d/e/1F...
April 29, 2025 at 11:06 PM
Stay updated on the Multiomics Steering Committee's work by subscribing to our mailing list: polarishub.io#subscribe-to...
Polaris
The benchmarking platform for drug discovery
polarishub.io
April 8, 2025 at 6:06 PM
and Rob Moccia (formerly Pfizer), Cuong Q. Nguyen (formerly GSK), Nate Robichaud (Nomic), William J. Godinez (Novartis), Tommaso Biancalani (Genentech), and Kristina Ulicna (Valence Labs). 🧵
April 8, 2025 at 6:06 PM
Led by experts from academia and industry, the committee includes: Oren Kraus (Recursion), Judith Mueller (Merck), Ali Denton (Valence Labs), Fabian J. Theis (Helmholtz Munich), Paula A. Marin Zapata (Bayer), Anne E. Carpenter (Broad Institute), Ian Barrett (AstraZeneca)... 🧵
April 8, 2025 at 6:06 PM
Multiomics data holds the potential to unravel biological complexity by providing complementary insights into cellular states of disease and their modulation through novel therapeutics.

We aim to propose clear definitions, identify benchmarking tasks, and encourage alignment on best practices. 🧵
April 8, 2025 at 6:06 PM
🔔 Stay Updated!

For future challenges & collaborative opportunities, subscribe to our mailing list.

✉️ polarishub.io#subscribe-to...
March 21, 2025 at 4:24 PM
📢 We value your feedback!

Help us improve future challenges, share your thoughts.

📄 Feedback Form: share-eu1.hsforms.com/23XmDlumfQBu...
March 21, 2025 at 4:24 PM
📝 Next Steps:

ASAP Discovery & OpenADMET are writing a paper summarizing insights from the challenge.

All participants are invited to contribute. Join us on Discord: discord.gg/cS6Nfj58Gf
March 21, 2025 at 4:24 PM
For detailed metrics, leaderboards, and further information, see the challenge page: antiviral.polarishub.io
March 21, 2025 at 4:24 PM
Thanks for the feedback, @greglandrum.bsky.social! We're always looking for ways to improve the accessibility and value of the platform so we'll take this into consideration as we continue to build. 🙏
March 10, 2025 at 5:45 PM
We also want to give a huge shoutout to the community for sharing feedback on the challenge! Let’s keep the conversation going.

Join us on Discord: discord.gg/VaCbn82CeD
Join the Polaris Discord Server!
Check out the Polaris community on Discord - hang out with 404 other members and enjoy free voice and text chat.
discord.gg
March 3, 2025 at 2:32 PM
Polaris is on a mission to bring innovators and practitioners closer together to develop methods that matter.

We’re excited to welcome Nicola, Michael, and Nils, who will work with the existing SC to craft guidelines around benchmarking for the community.

Learn more: polarishub.io/guidelines
Polaris
The benchmarking platform for drug discovery
polarishub.io
February 20, 2025 at 6:09 PM