Shypd.aiThe largest open index of AI toolseasyFL is an open-source platform for federated learning research. It provides a reusable environment with comprehensive modules for conducting various federated learning experiments.
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easyFL, also known as FLGo, is an experimental and open-source platform designed for federated learning research. It offers a robust and reusable environment for conducting diverse federated learning experiments, featuring comprehensive and easy-to-use modules. Researchers can simulate real-world system heterogeneity, utilize over 50 benchmarks across various data types and communication topologies, and generate federated tasks with specific data distributions using flexible partitioners. The platform also includes implementations of more than 50 algorithms from top-tier conferences and journals, supporting flexible combinations of benchmarks, partitioners, algorithms, and simulators. It provides experimental tools for loading results and using checkpoints for training recovery.
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