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Table of Contents

Overview

Getting Started
Installing FedML
Mission
Technology Overview
Application Ecosystem
Open Source Code Architecture
FedML MLOps Video Tutorial
FedML FAQ

FedML MLOps - Landing FedML into Reality

FedML MLOps Video Tutorial
FedML MLOps User Guide
FedML MLOps CLI and API Reference

FedML Parrot - Simulating the Real World

FedML Parrot User Guide
Config MLOps parameters
Login to MLOps
FedML Parrot Examples
FedML Parrot API Reference

FedML Octopus - Simple Connector for Data Silos

FedML Octopus User Guide
FedML Octopus Examples
FedML Octopus API Reference

FedML BeeHive - Collaborative Learning on Smartphones/IoTs

FedML Beehive User Guide
FedML Beehive Examples
FedML BeeHive API Reference

FedML Cheetah - Speedy Training of Large Models

FedML Cheetah User Guide

Benchmarks for FedNLP, FedCV, FedGraphNN and FedIoT

Federated Graph Neural Networks (FedGraphNN)

Resources

Research Publications
Video
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FedML MLOps Video Tutorial

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FedML MLOps Video Tutorial¶

please also read this tutorial for details: https://doc.fedml.ai/mlops/user_guide.html

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FedML MLOps Video Tutorial

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