securefederatedai / openfl

An Open Framework for Federated Learning.

Date Created 2021-01-12 (3 years ago)

Commits 959 (last one a day ago)

Stargazers 738 (0 this week)

Watchers 22 (0 this week)

Forks 209

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these securefederatedai/openfl is ranked #68,099 (89th percentile) for total stargazers, and #101,075 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #1,443/17,543.

securefederatedai/openfl is also tagged with popular topics, for these it's ranked: python (#3,643/22324), deep-learning (#1,619/8512), machine-learning (#1,634/8063), federated-learning (#18/209), distributed-computing (#42/195)

Other Information

securefederatedai/openfl has 22 open pull requests on Github, 649 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 45 open issues and 220 closed issues.

There have been 10 releases, the latest one was published on 2024-10-04 (2 months ago) with the name v1.6.

Homepage URL: https://openfl.readthedocs.io/en/latest/index.html

All Topics

fedavg fedopt openfl python fedcurv fedprox deep-learning machine-learning federated-learning secure-computation federated-analytics distributed-learning distributed-computing collaborative-learning federated-deep-learning keras-federated-learning pytorch-federated-learning federated-learning-framework tensorflow-federated-learning privacy-preserving-machine-learning

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

731 commits on the default branch (develop) since jan '22

Yearly Commits

Commits to the default branch (develop) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-12-21 @ 02:03pm, id: 329117231 / R_kgDOE53uLw