Shypd.aiThe largest open index of AI toolsFederated is a collection of Google research projects focused on Federated Learning and Federated Analytics. It provides resources and code for reproducing experimental results in these fields, often utilizing TensorFlow Federated.
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Federated is a collection of Google research projects dedicated to advancing Federated Learning and Federated Analytics. Federated learning enables the training of a shared global model across numerous participating clients while ensuring their training data remains local. Federated analytics, on the other hand, focuses on applying data science methods to analyze raw data stored directly on users’ devices. Many projects within this repository leverage TensorFlow Federated (TFF), an open-source framework designed for machine learning and other computations on decentralized data. The repository serves primarily for reproducing experimental results from related papers, with each project intended as an independent unit rather than a reusable framework.
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