Shypd.aiThe largest open index of AI toolsFederatedScope is an easy-to-use federated learning platform that provides flexible customization for various federated learning tasks. It integrates rich functionalities based on an event-driven architecture.
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FederatedScope is a comprehensive and easy-to-use federated learning platform designed for both academic research and industrial applications. It offers flexible customization for a wide range of federated learning tasks, integrating rich functionalities through an event-driven architecture. The platform supports various applications including federated learning in computer vision (CV), natural language processing (NLP), and graph federated learning (GFL). It provides a DataZoo for automatic dataset download and preprocessing, and a ModelZoo with implementations of widely adopted model architectures. Users can run tasks in both standalone and distributed modes, with options for customized datasets and models.
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