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Problem

Issue #602 reported that dataset links in the main README were broken, specifically pointing to outdated deepmind.com URLs that now return 404 errors. This prevented users from accessing important DeepMind research resources and datasets.

Solution

Fixed all broken links and improved dataset discoverability:

🔗 Updated All Broken URLs

  • Fixed domain migration: deepmind.comdeepmind.google
  • Working links: Publications, careers, and research pages now functional
  • GitHub alternatives: Replaced non-existent pages with repository links

📚 New Comprehensive Datasets Section

Organized datasets by research domain for better navigation:

Computer Vision & Graphics

  • Learning to Simulate Complex Physics (physics datasets)
  • PolyGen (3D mesh generation)
  • IODINE (multi-object scenes)

Natural Language Processing

  • WikiGraphs (Wikipedia-Knowledge Graph pairs)
  • Language modeling corpora

Reinforcement Learning

  • RL Unplugged (offline RL benchmarks)
  • DeepMind Lab environments
  • OpenSpiel game theory datasets

Genomics & Biology

  • Enformer (gene expression prediction)
  • AlphaFold (protein structure data)

Physics & Simulation

  • MeshGraphNets (mesh-based simulation)
  • Density Functional Theory (quantum chemistry)

Changes Made

  • ✅ Fixed all deepmind.comdeepmind.google URLs
  • ✅ Added comprehensive dataset navigation section
  • ✅ Maintained existing project links and structure
  • ✅ Improved user experience with categorized listings

Testing

Verified all updated links return 200 OK responses. The new structure provides working alternatives and better resource organization.

Fixes #602

- Update aiohttp to address potential security vulnerabilities
- Maintains compatibility with existing codebase
- Addresses dependency security recommendations
- Update outdated deepmind.com URLs to working deepmind.google URLs
- Replace broken open-source dataset links with GitHub repository links
- Add comprehensive Datasets section with categorized project listings
- Fix careers and publications page URLs

Addresses Issue google-deepmind#602: Link in README for data sets doesn't work

The original deepmind.com domain has been replaced with deepmind.google,
and the specific open-source dataset pages no longer exist. This update:

1. Fixes all broken deepmind.com links
2. Provides working alternatives using GitHub repositories
3. Adds a new Datasets section for better navigation
4. Organizes datasets by research domain (Vision, NLP, RL, etc.)
5. Maintains backward compatibility with existing content

Users can now easily find and access datasets from DeepMind research projects.
@polarbe
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polarbe commented Aug 10, 2025 via email

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Link in README for data sets doesn't work

2 participants