Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Flower | 3,545 | 6 | 3 months ago | 28 | November 28, 2023 | 374 | apache-2.0 | Python | ||
Flower: A Friendly Federated Learning Framework | ||||||||||
Federated Learning | 1,042 | 5 months ago | 14 | mit | Python | |||||
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561 | ||||||||||
Federated Learning Pytorch | 902 | a year ago | 25 | mit | Python | |||||
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data | ||||||||||
Backdoors101 | 231 | a year ago | mit | Python | ||||||
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors. | ||||||||||
Gfl | 186 | a year ago | 5 | February 04, 2023 | 2 | apache-2.0 | Python | |||
Galaxy Federated Learning Framework (星际联邦学习框架) | ||||||||||
Pfedme | 101 | 3 years ago | Python | |||||||
Personalized Federated Learning (pFedMe) using Pytorch (NeurIPS 2020) | ||||||||||
Federated Learning On Raspberry Pi | 39 | 4 years ago | 30 | Jupyter Notebook | ||||||
This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi). | ||||||||||
Flsim | 37 | 3 years ago | apache-2.0 | Python | ||||||
A simulation framework for Federated Learning written in PyTorch | ||||||||||
Federated Pytorch Test | 27 | 2 years ago | apache-2.0 | Python | ||||||
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth | ||||||||||
Federated Ml | 26 | 3 years ago | apache-2.0 | Jupyter Notebook | ||||||
Detect anomalies in network traffic data using Federated Machine Learning technique. |