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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 33

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 205 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 254 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 156 26

5. epfml/OptML_course epfml/OptML_course Public

   EPFL Course - Optimization for Machine Learning - CS-439

   Jupyter Notebook 1.2k 316

6. epfml/ML_course epfml/ML_course Public

   EPFL Machine Learning Course, Fall 2024

   Jupyter Notebook 1.3k 909