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Completed porting all shell commands in LEAF into python code! #63

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vaseline555 opened this issue Apr 20, 2023 · 0 comments
Open

Completed porting all shell commands in LEAF into python code! #63

vaseline555 opened this issue Apr 20, 2023 · 0 comments

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@vaseline555
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Hi all!

I have updated my old FL simulation repo. (I made it for personal research purpose, FYI):
(https://github.com/vaseline555/Federated-Learning-PyTorch)
It now supports

  1. extensive datasets including all torchvision.datasets, torchtext.datasets, LEAF benchmark
    (now you DON'T have to prepare raw data manually! - I've ported ALL shell commands into python😁),
  2. various models (some are adapted from transformers library),
  3. with some basic FL algorithms (FedAvg, FedSGD, and FedProx),
  4. and popular non-IID simulation scenario.

If you have interest, please visit my repository.
Thank you and also welcome any feedbacks or PRs. 😀

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