#

fedavg

Here are 34 public repositories matching this topic...

securefederatedai / openfl

An Open Framework for Federated Learning.

python machine-learning deep-learning distributed-computing openfl secure-computation collaborative-learning federated-learning distributed-learning privacy-preserving-machine-learning federated-learning-framework fedavg fedprox pytorch-federated-learning tensorflow-federated-learning keras-federated-learning federated-analytics federated-deep-learning fedcurv fedopt

Updated Nov 28, 2024
Jupyter Notebook

vaseline555 / Federated-Learning-in-PyTorch

Handy PyTorch implementation of Federated Learning (for your painless research)

deep-learning pytorch federated-learning fedavg fedprox fedsgd fedopt leaf-benchmark fedadam fedadagrad fedyogi

Updated Nov 16, 2023
Python

JYWa / FedNova

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

optimization pytorch federated-learning fedavg

Updated Oct 21, 2020
Python

blades

lishenghui / blades

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

distributed-systems robust-optimization federated federated-learning robust-machine-learning byzantine-fault-tolerance federated-learning-framework fedavg federated-learning-simulator robust-federated-learning model-poisoning-attack

Updated Aug 8, 2024
Python

Lee-Gihun / FedNTD

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

machine-learning deep-neural-networks computer-vision deep-learning scaffold artificial-intelligence moon knowledge-distillation federated-learning continual-learning distributed-learning fedavg fedprox fedavgm fedcurv feddyn fedntd fednova

Updated Feb 24, 2023
Python

c-gabri / Federated-Learning-PyTorch

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are prov…

pytorch sgd classification heterogeneity federated-learning imbalance non-iid fedavg fedprox fedsgd fedavgm fedir fedvc

Updated Feb 27, 2022
Python

tanyuqian / redco

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

Updated Oct 21, 2024
Python

ayushm-agrawal / Federated-Learning-Implementations

This repository contains all the implementation of different papers on Federated Learning

pytorch federated-learning privacy-preserving-machine-learning pytorch-implementation fedavg fedprox

Updated Aug 12, 2020
Jupyter Notebook

ki-ljl / FedAvg-numpy-pytorch-tff

Three implementations of FedAvg: numpy, pytorch and tensorflow federated.

numpy pytorch federated-learning tff fedavg

Updated Jun 28, 2022
Python

janerjzou / AD_FL_DL

Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.

iot deep-learning pytorch anomaly-detection deep-autoencoders federated-learning fedavg

Updated Aug 16, 2022
Jupyter Notebook

ysyisyourbrother / Federated-Learning-Research

An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster and help researchers to explore more problems existing in real FL systems.

distributed-systems framework federated-learning fedml fedavg fedprox fedasync fedat eco-fl

Updated Jul 3, 2022
Python

shyam671 / Federated-Learning

moon federated federated-learning fedavg fedprox

Updated Jul 20, 2022
Jupyter Notebook

naderAsadi / FedAvg

Simple implementation of FedAvg, a Federated Learning algorithm.

federated-learning fedavg

Updated Oct 10, 2023
Python

kt4ngw / fedavg-pytorch

The implementation of FedAvg based on pytorch .

pytorch federated-learning fedavg

Updated Nov 20, 2024
Python

alexbie98 / fedavg

PyTorch implementation of federated learning on MNIST

pytorch mnist federated-learning fedavg

Updated Feb 19, 2024
Jupyter Notebook

anandcu3 / Federated-Learning-for-Remote-Sensing

Federated Learning Experiments for Remote Sensing image data using convolution neural networks

remote-sensing convolutional-neural-networks bcp federated-learning fedavg fedprox

Updated Aug 5, 2021
Jupyter Notebook

siddarth-c / FedGMA

An FL algorithm inspired by FedGMA

pytorch federated-learning fedavg fedgma

Updated Oct 21, 2023
Python

Lee-Gihun / FedSOL

(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"

machine-learning computer-vision deep-learning optimization scaffold moon federated-learning continual-learning distributed-learning federated-learning-framework fedavg fedprox sharpness-aware-minimization fedntd fednova fedsol fedsam perfedavg knnper

Updated Jun 28, 2024
Python

bariscamli / Centralized-Federated-Learning

Centralized Federated Learning using WebSockets and TensorFlow

machine-learning computer-vision deep-learning tensorflow websocket socket-io lenet-5 federated-learning federated-learning-framework fedavg

Updated Jan 21, 2022
Python

mspronesti / beta-federated

Federated Learning with flower and pytorch using a metaheuristic based on the beta distribution

tensorflow pytorch flower federated-learning fedavg

Updated Jun 28, 2022
Python

Improve this page

Add a description, image, and links to the fedavg topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the fedavg topic, visit your repo's landing page and select "manage topics."