Flower Baselines Documentation#

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

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The Flower Community is growing quickly - we’re a friendly group of researchers, engineers, students, professionals, academics, and other enthusiasts.

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Flower Baselines#

Flower Baselines are a collection of organised scripts used to reproduce results from well-known publications or benchmarks. You can check which baselines already exist and/or contribute your own baseline.


A learning-oriented series of tutorials, the best place to start.

How-to guides#

Problem-oriented how-to guides show step-by-step how to achieve a specific goal.


Coming soon


Understanding-oriented concept guides explain and discuss key topics and underlying ideas behind Flower and collaborative AI.


Coming soon


Information-oriented API reference and other reference material.


This section will soon list all available Flower Baselines