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syft_flwr is an open source framework that facilitate federated learning projects using Flower over the SyftBox protocol

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syft_flwr

syft_flwr is an open source framework that facilitate federated learning (FL) projects using Flower over the SyftBox protocol

FL Training Process

Example Usages

Please look at the notebooks/ folder for example use cases:

  • FL diabetes prediction shows how to train a federated model over distributed machines for multiple rounds
  • Federated analytics shows how to query statistics from private datasets from distributed machines and then aggregate them

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