weimingwill / awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Why this job: name: awesome
What it does
A curated list of materials for federated learning, including blogs, surveys, research papers, and projects. You are very welcome to star it and create a pull request to update it.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 12 months ago
- Stars
- 738
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Shell
- 92% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 11 merged
- 1 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| youngfish42 / Awesome-FL | 2,019 | yesterday | CC-BY-SA-4.0 | No downloads |
More: languages, topics and project record
Languages
- Shell 92%
- Python 8%
Topics
- federated-learning
- machine-learning
- data-privacy
- communication-efficiency
- federated-optimization
- differential-privacy-deep-learning
- distributed-optimization
- federated-learning-framework
- privacy
- meta-learning
- decentralized-federated-learning
- statistical-heterogeneity
Project record
- JobLists and guides
- StatusListed
- Commits88
- Forks99
- Watching19
- Stars in 28 days+1
- CreatedNov 10, 2019
- First seen by usNov 7, 2026
- CheckedNov 8, 2026