tntnnlrw Goto Github PK

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

dagc

distributedsystem

Raft一致性算法

ds-raft

federated-learning

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.

rongwei.github.io

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-alpa