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Completed porting all shell commands in LEAF into python code!

Open vaseline555 opened this issue 2 years ago • 0 comments

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. 😀

vaseline555 avatar Apr 20 '23 17:04 vaseline555