distributed-machine-learning topic
eventgrad
Event-Triggered Communication in Parallel Machine Learning
dblink
Distributed Bayesian Entity Resolution in Apache Spark
gossipy
Python module for simulating gossip learning.
SemiFL-Semi-Supervised-Federated-Learning-for-Unlabeled-Clients-with-Alternate-Training
[NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
gradient-quantization
vector quantization for stochastic gradient descent.
Defending-Against-Backdoors-with-Robust-Learning-Rate
The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".
FedAO
🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asynch...
fedhf
🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.
ray-educational-materials
This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.
mls
CSCE 585 - Machine Learning Systems