suddenyy's Stars
youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Xtra-Computing/NIID-Bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
mtang724/Self-Balancing-Federated-Learning
Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"
gbstack/CVPR-2022-papers
CVPR 2022 papers with code (论文及代码）
pytorch/vision
Datasets, Transforms and Models specific to Computer Vision
google-research/rigl
End-to-end training of sparse deep neural networks with little-to-no performance loss.
AshwinRJ/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
LeiDu-dev/FedSGD
Federated learning via stochastic gradient descent
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 provided
jackie840129/FedFR
FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition (AAAI 2022)
adlered/Voter
:cn: Simple online vote system based on Spring Boot | 基于SpringBoot的简约投票系统 | :sunglasses: COOL & MODERN | ANONYMOUS | Bootstrap | :cupid: Good looking
jobic10/e-voting-with-django
The Voting System web application using Django is a project that serves as the automated voting system of an organization or school. This system works like the common manual system of election voting system whereas this system must be populated by the list of the positions, candidates, and voters. This system can help a certain organization or school to minimize the voting time duration because aside they can provide the voters an online platform to vote, the system will automatically count the votes for each candidate. The system has 2 sides of the user interface which are the administrator and voters side. The admin user is in charge to populate and manage the data of the system and the voter side which is where the voters will choose their candidate and submit their votes.
MMorafah/Sub-FedAvg
Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity
nlokeshiisc/SFedAvg-AAAI21
Supplementary material for the paper: Game of Gradients: Mitigating irrelevant clients in Federated Learning
open-intelligence/federated-learning-chinese
QinbinLi/MOON
Model-Contrastive Federated Learning (CVPR 2021)
mit-han-lab/dlg
[NeurIPS 2019] Deep Leakage From Gradients
Echo-Wxl/Federated-Learning
Overview of Federal Learning
ldsec/drynx
Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets
csong27/property-inference-collaborative-ml
Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)
Di-Chai/FedMF
zhuangdizhu/FedGen
Code and data accompanying the FedGen paper
jackguagua/awesome-nas-papers
Awesome Neural Architecture Search Papers
FederatedAI/Practicing-Federated-Learning
upcbdipt/CDW_FedAvg
The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"
thothsun/federated-learning-blockchain-web
Federated Learning Blockchain Web Demo
ali-yaz/Privacy_Protected_Federated_Learning_on_Blockchain
Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.
Oschart/FLoBC
A Decentralized Blockchain-Based Federated Learning Framework
sreyafrancis/BlockchainForFederatedLearning
Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
hanglearning/VBFL