Flower Docs

Welcome to Flower’s documentation. Flower is a friendly federated learning framework.

User Guide

The user guide is targeted at researchers and developers who want to use Flower to bring existing machine learning workloads into a federated setting. One of Flower’s design goals was to make this simple. Read on to learn more.

User Guide

• Installing Flower
• Quickstart (TensorFlow)
• Quickstart (PyTorch)
• Strategies
• Implementing Strategies
• Usage Examples
• Example Walk-Through: PyTorch & MNIST
• Run examples on AWS
• Changelog

API Reference

• API Reference
  • flwr package
    • Subpackages

Contributor Guide

The Flower authors welcome external contributions. The following guides are intended to help along the way.

Contributor Guide

• Getting Started (for Contributors)
• Good First Contributions
• Flower Architecture
• Release Process

About Flower

About Flower

• People
• Organizations
• Publications