Skip to content

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

@vaseline555

Description

@vaseline555

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. 😀

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions