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Federated Learning XGBoost samples
Federated Learning XGBoost samples

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 Tutorial for UI.

Download the Federated Learning sample files

There are two parts to the Federated Learning demo, 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 New asset to get all the sample files at once.

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.

  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