federated-learning-framework topic

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

youngfish42

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

weimingwill

An open framework for Federated Learning.

securefederatedai

Flower: A Friendly Federated Learning Framework

adap

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

SMILELab-FL

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

FedML-AI

Galaxy Federated Learning Framework （星际联邦学习框架）

GalaxyLearning

Low-level Python library used to interact with a Substra network

Substra

The first open Federated Learning framework implemented in C++ and Python.

bioint

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

lishenghui