Flower

Flower is an open-source framework for federated AI development. It enables collaborative machine learning across distributed datasets without compromising data privacy. The platform supports various ML frameworks, scales to millions of devices, and works across cloud, mobile, and edge environments. Flower simplifies the implementation of federated learning systems, allowing developers to create privacy-preserving AI solutions for healthcare, finance, and other industries where data sensitivity is crucial.