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 about a year ago)

Stargazers 140 (0 this week)

Watchers 7 (0 this week)

Forks 61

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these anupamkliv/FedERA is ranked #233,365 (61st percentile) for total stargazers, and #271,583 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #5,564/17,543.

anupamkliv/FedERA is also tagged with popular topics, for these it's ranked: python (#10,629/22324), deep-learning (#4,300/8512), pytorch (#3,010/6025), framework (#1,063/1826), grpc (#365/692), federated-learning (#73/209)

Other Information

anupamkliv/FedERA has 17 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 (about a year 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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146 commits on the default branch (main) since jan '22

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Languages

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

updated: 2024-12-10 @ 12:10pm, id: 640500079 / R_kgDOJi1Bbw