A Federated Learning Framework for Experiment

Straightforward Federated Learning platform that offers various implementations for FL algorithms.

Note

This project is under active development. Hence, make sure that you are using the latest version.

Contents

• Introduction
  • What is Federated Learning?
  • What is PyFed?
• Installation
• Tutorials
  • Running on a Single Machine
  • Running on Multiple Systems
  • Using FL Experiment
• Classes Reference
  • FL_Client
    • FL_Client.__init__()
    • FL_Client.train()
  • FL_Server
    • FL_Server.__init__()
    • FL_Server.train()
    • FL_Server.test()
  • FL_Experiment
    • FL_Experiment.__init__()
    • FL_Experiment.run()
• Contact