路荣伟's repositories
alpa
Training and serving large-scale neural networks
AsyncFL
In this repository, I start to establish a asynchronous federated learning framework for demands of experiments and open source
clustered-federated-learning
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
DistributedSystem
Raft一致性算法
FedScale
FedScale: Benchmarking Model and System Performance of Federated Learning
FedTree
A tree-based federated learning system (MLSys 2023)
fl-pytorch
Federated Learning based on pytorch
gcr.io_mirror
all of the gcr.io docker image mirror
grace
GRACE - GRAdient ComprEssion for distributed deep learning
HierFL
Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning
kws-pytorch
A KWS model trained on SpeechCommands dataset, written in PyTorch.
mit6.828
MIT6.828 JOS课程的LAB
NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
tensorflow
An Open Source Machine Learning Framework for Everyone