Federated Learning XGBoost samples

Last updated: Nov 27, 2024

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 single-user demonstrative purposes, the Notebooks are placed in a project. Go to the following link and click Create project to get all the sample files.

Download the Federated Learning project

You can also get the Notebook separately. For practical purposes of Federated Learning, one user would run the admin Notebook and multiple users would run the party Notebook. For more details on the admin and party, see Terminology

Federated Learning XGBoost Demo Part 1 - for Admin
Federated Learning XGBoost Demo Part 2 - for Party

Parent topic: Federated Learning tutorial and samples