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  1. epfml/powersgd epfml/powersgd Public

    Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727

    Python 136 32

  2. owkin/FLamby owkin/FLamby Public

    Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

    Python 193 24

  3. google/fedjax google/fedjax Public

    FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

    Python 253 41

  4. epfml/disco epfml/disco Public

    Decentralized & federated privacy-preserving ML training, using p2p networking, in JS

    TypeScript 131 24

  5. epfml/OptML_course epfml/OptML_course Public

    EPFL Course - Optimization for Machine Learning - CS-439

    Jupyter Notebook 1.1k 306

  6. epfml/ML_course epfml/ML_course Public

    EPFL Machine Learning Course, Fall 2023

    Jupyter Notebook 1.2k 831