Get Started with Flower

Unified federated learning platform for any workload and ML framework.

Getting Started

The Flower team maintains comprehensive docs that cover installation, configuration, and common patterns.

Flower offers a free tier — sign up to get started without any payment.

Our full tool profile covers Flower's strengths, weaknesses, pricing, and how it compares to alternatives.

Teams working on federated learning projects who need flexibility in choosing ML frameworks and programming languages.

Projects requiring distributed training without centralized data storage.

Developers looking to evaluate federated learning setups across different environments.