Flower Framework Documentation#
Welcome to Flower’s documentation. Flower is a friendly federated learning framework.
Join the Flower Community#
The Flower Community is growing quickly - we’re a friendly group of researchers, engineers, students, professionals, academics, and other enthusiasts.
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.
A learning-oriented series of federated learning tutorials, the best place to start.
We also made video tutorials for PyTorch:
Problem-oriented how-to guides show step-by-step how to achieve a specific goal.
Understanding-oriented concept guides explain and discuss key topics and underlying ideas behind Flower and collaborative AI.
Information-oriented API reference and other reference material.
The Flower community welcomes contributions. The following docs are intended to help along the way.