Welcome to Flox’s documentation!

FLoX (Federated Learning on funcX) is a Python library for serverless Federated Learning experiments.

Check out the Usage section for further information, and Installation to install the project.

Contents

flox

• Homepage
• Usage
• Installation
• FLoX Client-Controller Logic
  • 1. Model Initialization
  • 2. Model Broadcasting
  • 3. Receiving Model on Client
  • 4. Data Retrieval
  • 5. Local Model Training
  • 6. Model Parameter Submission
  • 7. Receiving Model on Controller
  • 8. Model Aggregation
  • 9. Model Updating
  • 10. Model Evaluation
    • More on Controllers and Clients
    • Issues & Points of Improvement
• Evaluation
  • Important Definitions:
  • Recorded Attributes