TsingZ0 / PFLlib

37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/

Date Created 2020-09-02 (4 years ago)

Commits 579 (last one a day ago)

Stargazers 1,561 (11 this week)

Watchers 12 (0 this week)

Forks 317

License gpl-2.0

Ranking

RepositoryStats indexes 595,890 repositories, of these TsingZ0/PFLlib is ranked #33,618 (94th percentile) for total stargazers, and #178,815 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,199/119,419.

TsingZ0/PFLlib is also tagged with popular topics, for these it's ranked: python (#2,009/22322), pytorch (#576/6025), iot (#123/1170), privacy (#160/1043), federated-learning (#10/209), distributed-computing (#23/195), attack (#17/130)

Other Information

There have been 11 releases, the latest one was published on 2024-11-11 (about a month ago) with the name 37 methods.

All Topics

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

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

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Languages

The only known language in this repository is Python

updated: 2024-12-21 @ 07:57am, id: 292225878 / R_kgDOEWsDVg