Federated Learning samples

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

Cloud open beta

This is a Cloud open preview and is not supported for use in production environments.

Download the Federated Learning sample files

Note: This demo is for Cloud Pak for Data as a Service. The demo for IBM Cloud Pak for Data can be found here.

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 Add to project to get all the sample files at once.

Download the Federated Learning Tutorial Project

You can also get the notebook separately. Since, for practical purposes of Federated Learning, one user would run the admin notebook and multiple users would run the party notebook.

  1. Federated Learning Demo Part 1 - for Admin

  2. Federated Learning Demo Part 2 - for Party