Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Awesome Federated Learning	482	a year ago		mit	Shell
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Fedprox	465	a year ago	6	mit	Python
Federated Optimization in Heterogeneous Networks (MLSys '20)
Awesome Federated Computing	448	9 months ago		cc0-1.0
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
Federated Learning	300	3 years ago		mit
Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
Backdoor_federated_learning	102	3 years ago		mit	Python
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
Gan Attack Against Federated Deep Learning	46	a year ago		mit	Python
The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
Lg Fedavg	46	3 years ago		mit	Python
Federated Learning with Local and Global Representations
Foltr Es	33	3 years ago		other	Jupyter Notebook
The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.
Rfa	30	2 years ago	2	bsd-2-clause	Python
Robust aggregation for federated learning with the RFA algorithm.
Simplicial Fl	20	9 months ago	1	bsd-2-clause	Python
Simplicial-FL to manage client device heterogeneity in Federated Learning

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Awesome Federated Learning ⭐ 482

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

most recent commit a year ago

Fedprox ⭐ 465

Federated Optimization in Heterogeneous Networks (MLSys '20)

most recent commit a year ago

Awesome Federated Computing ⭐ 448

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

most recent commit 9 months ago

Federated Learning ⭐ 300

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习

most recent commit 3 years ago

Backdoor_federated_learning ⭐ 102

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

most recent commit 3 years ago

Gan Attack Against Federated Deep Learning ⭐ 46

The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.

most recent commit a year ago

Lg Fedavg ⭐ 46

Federated Learning with Local and Global Representations

most recent commit 3 years ago

Foltr Es ⭐ 33

The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.

most recent commit 3 years ago

Rfa ⭐ 30

Robust aggregation for federated learning with the RFA algorithm.

most recent commit 2 years ago

Simplicial Fl ⭐ 20

Simplicial-FL to manage client device heterogeneity in Federated Learning

most recent commit 9 months ago

Suggest An Alternative To LG-FedAvg

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Lg Fedavg vs Awesome Federated Learning

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Lg Fedavg vs Awesome Federated Computing

Lg Fedavg vs Federated Learning

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Lg Fedavg vs Gan Attack Against Federated Deep Learning

Lg Fedavg vs Foltr Es

Lg Fedavg vs Rfa

Lg Fedavg vs Simplicial Fl

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