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epfml/powersgd
epfml/powersgd PublicPractical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
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owkin/FLamby
owkin/FLamby PublicCross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
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google/fedjax
google/fedjax PublicFedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
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epfml/disco
epfml/disco PublicDecentralized & federated privacy-preserving ML training, using p2p networking, in JS
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epfml/OptML_course
epfml/OptML_course PublicEPFL Course - Optimization for Machine Learning - CS-439
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epfml/ML_course
epfml/ML_course PublicEPFL Machine Learning Course, Fall 2023
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