securefederatedai / openfl

An open framework for Federated Learning.

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

Commits 685 (last one 3 days ago)

Stargazers 713 (1 this week)

Watchers 21 (0 this week)

Forks 192

License apache-2.0

Ranking

RepositoryStats indexes 565,600 repositories, of these securefederatedai/openfl is ranked #67,913 (88th percentile) for total stargazers, and #104,531 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #1,410/16,305.

securefederatedai/openfl is also tagged with popular topics, for these it's ranked: python (#3,609/21424), deep-learning (#1,614/8173), machine-learning (#1,620/7699), federated-learning (#18/194), distributed-computing (#42/191)

Other Information

securefederatedai/openfl has 43 open pull requests on Github, 545 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 90 open issues and 156 closed issues.

There have been 9 releases, the latest one was published on 2023-10-24 (11 months ago) with the name v1.5.1.

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

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

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Issue History

Languages

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

updated: 2024-09-29 @ 06:51am, id: 329117231 / R_kgDOE53uLw