Name	Name	Last commit message	Last commit date
Latest commit HeyHao Switched to `numel` method to obtain the number of parameters. (#380 ) Nov 13, 2024 4505e8f · Nov 13, 2024 History 1,291 Commits
.github	.github	Upgraded GitHub workflow action for publishing to PyPi.	Dec 23, 2023
configs	configs	Fixed an issue where Federated EMNIST breaks with client side testing.	Nov 5, 2023
docs	docs	Cleaned up the source code of AsyncFilter (#378 )	Oct 1, 2024
examples	examples	Switched to `numel` method to obtain the number of parameters. (#380 )	Nov 13, 2024
plato	plato	Switched to `numel` method to obtain the number of parameters. (#380 )	Nov 13, 2024
scripts/actions	scripts/actions	Added CUDA support in GitHub Actions for CI tests.	Nov 26, 2021
tests	tests	Created the basic support for personalized federated learning in Plato (	Nov 2, 2023
.bashrc	.bashrc	Revised the Dockerfile for more convenient runs.	Apr 8, 2021
.gitignore	.gitignore	Removed unnecessary YOLOv8 configuration files.	Oct 8, 2023
.gitmodules	.gitmodules	Created trainer, client, and datasource for personalized federated le…	Nov 4, 2023
.pylintrc	.pylintrc	Redesigned the configuration system with YAML config files.	Jan 28, 2021
Dockerfile	Dockerfile	Fixed MindSpore CI test errors and upgraded MindSpore to 2.0.0.	Jul 10, 2023
Dockerfile_MindSpore	Dockerfile_MindSpore	Fixed MindSpore CI test errors and upgraded MindSpore to 2.0.0.	Jul 10, 2023
LICENSE	LICENSE	Initial commit	Oct 21, 2020
README.md	README.md	Updated the README to refer to the new Plato documentation website on…	Aug 5, 2022
description.txt	description.txt	Supported installing Plato as a pip package.	May 12, 2021
dockerrun.sh	dockerrun.sh	Added docker run scripts.	Apr 9, 2021
dockerrun_gpu.sh	dockerrun_gpu.sh	Added docker run scripts.	Apr 9, 2021
requirements.txt	requirements.txt	Update the codebase for gradient leakage attacks (#377 )	Sep 18, 2024
run	run	Redesigned the model registry (#226 )	Aug 9, 2022
run_workloads	run_workloads	Fixed issues in the unit tests related to configurations and multimod…	Jun 3, 2022
setup.py	setup.py	Removed redundant code in the base.Server class.	Feb 7, 2022
upgrade_packages.py	upgrade_packages.py	Rewrote the package upgrading script to avoid deprecated warnings.	Oct 6, 2023

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Plato: A New Framework for Scalable Federated Learning Research

Welcome to Plato, a software framework to facilitate scalable, reproducible, and extensible federated learning research. Please refer to the Plato documentation for details on installing, running and deploying Plato.

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Plato: A New Framework for Scalable Federated Learning Research

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