Perform data science on data that remains in someone else's server

A curated list of references for MLOps

An Industrial Grade Federated Learning Framework

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.

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

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

A PyTorch Implementation of Federated Learning

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

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

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

Complete-Life-Cycle-of-a-Data-Science-Project

An easy-to-use federated learning platform

An Open Framework for Federated Learning.

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。

NVIDIA Federated Learning Application Runtime Environment

Manage federated learning workload using cloud native technologies.

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

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