Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Awesome Federated Learning | 482 | 3 months ago | mit | Shell | ||||||
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc. | ||||||||||
Fedprox | 465 | 2 months ago | 6 | mit | Python | |||||
Federated Optimization in Heterogeneous Networks (MLSys '20) | ||||||||||
Awesome Federated Computing | 414 | a year ago | cc0-1.0 | |||||||
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning. | ||||||||||
Federated Learning | 300 | 2 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) | ||||||||||
Lg Fedavg | 46 | 2 years ago | mit | Python | ||||||
Federated Learning with Local and Global Representations | ||||||||||
Gan Attack Against Federated Deep Learning | 46 | 4 months ago | mit | Python | ||||||
The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. | ||||||||||
Foltr Es | 33 | 2 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 | 9 months ago | 2 | bsd-2-clause | Python | |||||
Robust aggregation for federated learning with the RFA algorithm. | ||||||||||
Feddane | 17 | 2 years ago | 1 | mit | Python | |||||
FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19) |
A collection of research papers, codes, tutorials and blogs on ML carried out in a federated manner (distributed;decentralized).
Maintainer - Tushar Semwal
*Please feel free to shoot me a PR.😊