Flower Examples Documentation¶
Welcome to Flower Examples’ 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.
Quickstart Examples¶
Flower Quickstart Examples are a collection of demo projects that show how you can use Flower in combination with other existing frameworks or technologies.
Advanced Examples¶
Advanced Examples are mostly for users that are both familiar with Federated Learning but also somewhat familiar with Flower’s main features.
Title |
Framework |
Dataset |
Tags |
---|---|---|---|
Federated Learning with PyTorch and Flower (Advanced Example) |
Fashion-MNIST |
advanced, vision, fds, wandb |
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advanced, vision, fds |
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advanced, vision, fds |
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advanced, secure_aggregation, privacy |
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vertical, tabular, advanced |
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Federated Learning with XGBoost and Flower (Comprehensive Example) |
advanced, classification, tabular |
Other Examples¶
Flower Examples are a collection of example projects written with Flower that explore different domains and features. You can check which examples already exist and/or contribute your own example.