dangWV

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

FATE

An Industrial Grade Federated Learning Framework

tensorflow-federated

An open-source framework for machine learning and other computations on decentralized data.

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

Federated-Learning

联邦学习

GNN-algorithms

图神经网络相关算法详述及实现

awesome-federated-learning

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

federated-learning

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

PaddleFL

Federated Deep Learning in PaddlePaddle

machine-learning-diff-private-federated-learning

Simulate a federated setting and run differentially private federated learning.

FedMA

Code for Federated Learning with Matched Averaging, ICLR 2020.

Awesome-Federated-Learning-on-Graph-and-GNN-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

eggroll

A Simple High Performance Computing Framework for [Federated] Machine Learning

gnn_pathplanning

Graph Neural Networks for Decentralized Path Planning

federated-averaging-tutorials

A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.

DataPoisoning_FL

Code for Data Poisoning Attacks Against Federated Learning Systems

tf-fed-demo

A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.

FEDL

FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

FEDL_pytorch

This repository implements FEDL using pytorch

federated-learning

tf implementation of federated learning

Federated-Learning-Mini-Framework

Federated Learning mini-framework with Keras

FederatedLearningWithSVRG

The code in order to implement FedProx (ICPP 2020)

distributed-training-with-GNN

Feddy

Federated Dynamic GNN with Secure Aggregation

federated-learing-tff

Federated learning repo powered by Tensorflow-Federated

SPlitNN-Ferderated-Learning-

Explore time series data on federated learning implementing SplitNN

Federated-Learning-of-Image-classification-and-Its-simulation-in-TensorFlow-Federated

my first test

tensorflow_fl3

Tensorflow federated

Federated-Machine-Learning

Presentation on Federated Machine Learning