federated-learning-framework
There are 60 repositories under federated-learning-framework topic.
adap/flower
Flower: A Friendly Federated AI Framework
youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
KarhouTam/FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
bioint/MetisFL
The first open Federated Learning framework implemented in C++ and Python.
apple/pfl-research
Simulation framework for accelerating research in Private Federated Learning
Substra/substra
Low-level Python library used to interact with a Substra network
GalaxyLearning/GFL
Galaxy Federated Learning Framework （星际联邦学习框架）
FedML-AI/FedGraphNN
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.
lishenghui/blades
⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
APPFL/APPFL
Advanced Privacy-Preserving Federated Learning framework
QVQZZZ/HeFlwr
HeFlwr: Federated Learning for Heterogeneous Devices
liuhang1994/RIS-FL
Simulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"
paritybit-ai/XFL
An Efficient and Easy-to-use Federated Learning Framework.
leondavi/NErlNet
Nerlnet is a framework for research and development of distributed machine learning models on IoT
Yujun-Shi/FedCLS
[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)
VectorInstitute/FL4Health
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
CyberDataLab/nebula
NEBULA: A Platform for Decentralized Federated Learning
tayebiarasteh/federated_he
Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.
beiyuouo/fedhf
🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.
eclypse-org/federact
FedRay: a Research Framework for Federated Learning based on Ray
FLEXible-FL/FLEXible
Federated Learning (FL) experiment simulation in Python.
WellingtonLobato/flexe
Flexe - The open source federated learning for vehicular network simulation framework.
nclabteam/FedEasy
FedEasy is an intuitive powerful yet simple to use Federated Learning framework. Our goal is to streamline the process of setting up and running federated learning experiments with ease, making advanced machine learning techniques accessible to researchers and developers alike.
zhlinup/Relay-FL
Simulation Codes for “Relay-Assisted Cooperative Federated Learning”
officialarijit/DFL
A Docker-Based Federated Learning Framework Design and Deployment for Multi-modal Data Stream Classification
Lee-Gihun/FedSOL
(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"
WellingtonLobato/PyFlexe
Flexe - The open source federated learning for vehicular network simulation framework.
bariscamli/Centralized-Federated-Learning
Centralized Federated Learning using WebSockets and TensorFlow
ansjin/fl_faas_fabric
FedKeeper is a client-based python tool for propagating FL-client functions over FaaS fabric. Its main objective is to act as a manager or keeper of various client functions distributed over different FaaS platforms.
bariscamli/Decentralized-Federated-Learning
Decentralized (P2P) Federated Learning implementation using libp2p JavaScript
arvintashakori/SemiPFL
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
FederatedLearningAalto/FederatedLearningAalto.github.io
Course site for CS-E4740 Federated Learning
MKZuziak/FedJust
Simple and customizable framework that can serve as a boilerplate for your Federated simulations.
moh-a-abde/FL-CML-Pipeline
Federated Learning (FL) system for network intrusion detection using XGBoost. A privacy-preserving federated learning framework using Flower, PyTorch, and Hydra, with CI/CD automation for seamless ML deployment.