Stars
Deezer source separation library including pretrained models.
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
Yolo to COCO annotation format converter
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.
Python code for the post "Adversarial Bandits and the Exp3 Algorithm"