Manual

• Overview
  • What is Federated Learning?
  • Design Philosophy
  • Digital Certificates and PKI Requirements
    • Single Collaborator Cert Common Name Mode for testing
• Installation and Setup
  • Installation
    • Requirements
    • Installing In The OpenFL Virtual environment
    • (Optional) Building Wheel Files
  • Configuring a Development/Testing Setup
    • Setting Defaults for Network settings
    • Creating Collaborator Lists
    • Configuring Collaborator Local Data Directories
  • Creating the Test PKI (Optional)
    • Create the Certificate Authority and Signing Key
    • Summary of Test PKI files
• Creating Initial Weights
• Running a Federation Simulation
  • Running a Federation Simulation (no network, single process)
  • The steps for running a simulation
  • Running a Federation Simulation (MNIST Example)
    • Setup and Installation
    • Creation of Initial Weights
    • Launch the Simulated Federation
    • Monitor the Progress
    • Explore Modifications
• Running a Federation (MNIST Example)
  • Setup and Configuration
    • On the Aggregator
    • On each Collaborator Running on a Different Machine than the Aggregator
  • Running the Federation
    • On the Aggregator
    • On each Collaborator [col_number = ‘0’ and ‘1’]: