Flower Documentation ==================== Welcome to Flower's documentation. `Flower `_ is a friendly federated learning framework. User Guide ---------- 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. .. toctree:: :maxdepth: 1 :caption: User Guide installation quickstart_tensorflow quickstart_pytorch quickstart_mxnet evaluation strategies implementing-strategies saving-progress examples example_walkthrough_pytorch_mnist example-pytorch-from-centralized-to-federated example-mxnet-walk-through recommended-env-setup changelog API Reference ------------- .. toctree:: :maxdepth: 3 :caption: API Reference flwr Contributor Guide ----------------- The Flower authors welcome external contributions. The following guides are intended to help along the way. .. toctree:: :maxdepth: 1 :caption: Contributor Guide getting-started-for-contributors good-first-contributions architecture release_process About ----- .. toctree:: :maxdepth: 1 :caption: About people organizations publications .. Indices and tables .. ------------------ .. * :ref:`genindex` .. * :ref:`modindex` .. * :ref:`search`