TsingZ0 / PFLlib

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

Date Created 2020-09-02 (3 years ago)

Commits 460 (last one 14 days ago)

Stargazers 1,254 (13 this week)

Watchers 10 (0 this week)

Forks 270

License gpl-2.0

Ranking

RepositoryStats indexes 534,551 repositories, of these TsingZ0/PFLlib is ranked #39,279 (93rd percentile) for total stargazers, and #199,760 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,929/103,470.

TsingZ0/PFLlib is also tagged with popular topics, for these it's ranked: python (#2,258/20447), pytorch (#656/5588), iot (#144/1097), privacy (#173/958), federated-learning (#10/185), distributed-computing (#22/177), attack (#18/115)

Other Information

TsingZ0/PFLlib has 1 open pull request on Github, 12 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 2 open issues and 173 closed issues.

There have been 9 releases, the latest one was published on 2024-06-07 (22 days ago) with the name 1.2k+ stars.

All Topics

dlg iot attack python non-iid privacy pytorch imagenet domainnet heterogeneity personalization federated-learning privacy-protection differential-privacy distributed-computing

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

425 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-06-28 @ 09:41pm, id: 292225878 / R_kgDOEWsDVg