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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 143 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 201 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 252 41

  4. epfml/disco epfml/disco Public

    DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.

    TypeScript 152 26

  5. epfml/OptML_course epfml/OptML_course Public

    EPFL Course - Optimization for Machine Learning - CS-439

    Jupyter Notebook 1.1k 312

  6. epfml/ML_course epfml/ML_course Public

    EPFL Machine Learning Course, Fall 2024

    Jupyter Notebook 1.3k 910