Federated Learning XGBoost samples

These are links to sample files to run Federated Learning by using API calls with an XGBoost framework. To see a step-by-step UI driven approach, go to Federated Learning XGBoost tutorial for UI.

Download the Federated Learning sample files

The Federated Learning samples have two parts, both in Jupyter Notebook format that can run in the latest Python environment.

For practical purposes of Federated Learning, one user would run the admin Notebook and multiple users would run the party Notebook.

  1. Federated Learning XGBoost Demo Part 1 - for Admin

  2. Federated Learning XGBoost Demo Part 2 - for Party

Parent topic: Federated Learning tutorial and samples