Popular GitHub Repositories for Federated Averaging

AI's query engine - Platform for building AI that can learn and answer questions over large scale federated data.

A curated list of references for MLOps

Flower: A Friendly Federated AI Framework

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.

AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.

A unified framework for privacy-preserving data analysis and machine learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Master Federated Learning in 2 Hours—Run It on Your PC!

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

An easy-to-use federated learning platform

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

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。

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

An Open Framework for Federated Learning.

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

NVIDIA Federated Learning Application Runtime Environment

Awesome Multitask Learning Resources

Benchmark of federated learning. Dedicated to the community. ?

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)