anupamkliv / FedERA

FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.

Date Created 2023-05-14 (about a year ago)

Commits 146 (last one 5 months ago)

Stargazers 123 (0 this week)

Watchers 6 (0 this week)

Forks 54

License apache-2.0

Ranking

RepositoryStats indexes 523,840 repositories, of these anupamkliv/FedERA is ranked #233,492 (55th percentile) for total stargazers, and #282,917 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #5,378/14,471.

anupamkliv/FedERA is also tagged with popular topics, for these it's ranked: python (#10,561/20132), deep-learning (#4,280/7720), pytorch (#3,021/5505), framework (#1,057/1674), grpc (#373/639), federated-learning (#71/182)

Other Information

anupamkliv/FedERA has 13 open pull requests on Github, 13 pull requests have been merged over the lifetime of the repository.

There have been 1 release, the latest one was published on 2023-06-12 (11 months ago) with the name v1.0.0.

Homepage URL: https://federa.readthedocs.io

All Topics

grpc federa python pytorch framework edge-devices deep-learning carbon-emissions federated-learning distributed-machine-learning

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Recent Commit History

146 commits on the default branch (main) since jan '22

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

updated: 2024-05-30 @ 03:14pm, id: 640500079 / R_kgDOJi1Bbw