federated-learning
There are 1165 repositories under federated-learning topic.
visenger/awesome-mlops
A curated list of references for MLOps
OpenMined/PySyft
Perform data science on data that remains in someone else's server
FederatedAI/FATE
An Industrial Grade Federated Learning Framework
adap/flower
Flower: A Friendly Federated AI Framework
FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
secretflow/secretflow
A unified framework for privacy-preserving data analysis and machine learning
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
innovation-cat/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
TsingZ0/PFLlib
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
alibaba/FederatedScope
An easy-to-use federated learning platform
shaoxiongji/federated-learning
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
AshwinRJ/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
primihub/primihub
Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
MedMNIST/MedMNIST
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
wardseptember/notes
算法刷题指南、Java多线程与高并发、Java集合源码、Spring boot、Spring Cloud等笔记，源码级学习笔记后续也会更新。
SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
securefederatedai/openfl
An Open Framework for Federated Learning.
BUAA-BDA/OpenHuFu
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
NVIDIA/NVFlare
NVIDIA Federated Learning Application Runtime Environment
mbs0221-mlsys/Multitask-Learning
Awesome Multitask Learning Resources
achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
Xtra-Computing/NIID-Bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
WwZzz/easyFL
An experimental platform for federated learning.
LatticeX-Foundation/Rosetta
A Privacy-Preserving Framework Based on TensorFlow
bioint/MetisFL
The first open Federated Learning framework implemented in C++ and Python.
poga/awesome-federated-learning
resources about federated learning and privacy in machine learning
KarhouTam/FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
tushar-semwal/awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
FederatedAI/KubeFATE
Manage federated learning workload using cloud native technologies.
vaseline555/Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
bharathgs/Awesome-Distributed-Deep-Learning
A curated list of awesome Distributed Deep Learning resources.
1duo/awesome-ai-infrastructures
Infrastructures™ for Machine Learning Training/Inference in Production.
SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Koukyosyumei/AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)