SymbioticLab / FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Date Created 2021-04-01 (3 years ago)

Commits 707 (last one 6 months ago)

Stargazers 378 (1 this week)

Watchers 11 (0 this week)

Forks 119

License apache-2.0

Ranking

RepositoryStats indexes 534,551 repositories, of these SymbioticLab/FedScale is ranked #105,647 (80th percentile) for total stargazers, and #185,227 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #17,349/103,470.

SymbioticLab/FedScale is also tagged with popular topics, for these it's ranked: deep-learning (#2,334/7827), machine-learning (#2,263/7371), pytorch (#1,567/5588), tensorflow (#790/2165), dataset (#192/1057), benchmark (#152/669), deployment (#124/416), distributed (#157/364), federated-learning (#33/185)

Other Information

SymbioticLab/FedScale has 2 open pull requests on Github, 130 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 41 open issues and 51 closed issues.

There have been 1 release, the latest one was published on 2022-07-18 (about a year ago) with the name fedscale-0.5.

Homepage URL: https://fedscale.ai

All Topics

icml osdi mlsys dataset pytorch benchmark deployment tensorflow distributed deep-learning machine-learning federated-learning

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

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The primary language is Python but there's also others...

updated: 2024-06-28 @ 06:31am, id: 353744696 / R_kgDOFRW3OA