Documentation
Docs for all Flower projects
Flower Framework
Build, simulate, and deploy federated learning at scale with the core Flower Framework. Easily federate existing machine learning projects with the Flower Python SDK.
Flower Datasets
Partition datasets for federated learning using framework agnostic, reproducible, and thoroughly tested flwr-datasets library.
Flower Baselines
Easily reproduce and build upon well-known research results with Flower Baselines.
Flower Android SDK
Build and deploy federated learning clients at scale with Flower. Easily federate Android on-device training with the Flower Android SDK.
Flower iOS SDK
Build and deploy federated learning clients at scale with Flower. Easily federate iOS on-device training with the Flower iOS SDK.
Flower C++ SDK (preview)
Federate native on-device training with the Flower C++ SDK (preview). Code example available, full docs coming soon.
Example Projects
Start easily by building on top of full Flower example projects covering a wide range of ML frameworks, platforms, and scenarios.
Coming soon...
A lot more projects are coming soon so be sure to stay tuned! Connect with us on our Slack!