Tutorial Notebooks

Instead of following the main tutorials in the documentation, you can also run them in interactive Jupyter notebooks. This allows you to execute code snippets and experiment with running Flower in a more interactive way.

Note

The notebooks use the run_simulation approach, but the preferred way to run simulations is using the flwr run approach. For a comprehensive guide on how to setup and run Flower simulations please read the how-to run simulations guide.

• Get started with Flower and PyTorch

• Use a Federated Learning Strategy

• Build a Strategy from Scratch

• Customize the Client

Additionally, you can follow the 30 mins notebook tutorial on how to run Flower simulation with PyTorch.