Search Results - RepositoryStats

310

1.5k

gpl-2.0

12

37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.

dlg iot attack python non-iid privacy pytorch imagenet domainnet heterogeneity personalization federated-learning privacy-protection differential-privacy distributed-computing

Created 2020-09-02

517 commits to master branch, last one 2 days ago

comunica comunica

78

437

other

16

📬 A knowledge graph querying framework for JavaScript

rdf sparql graphql federation javascript query-engine hacktoberfest heterogeneity decentralization triple-pattern-fragments

Created 2017-10-18

2,493 commits to master branch, last one 4 days ago

HPT liruiw

21

411

mit

4

Heterogeneous Pre-trained Transformer (HPT) as Scalable Policy Learner.

hpt policy robotics heterogeneity foundation-models

Created 2024-04-11

10 commits to main branch, last one 5 days ago

PureEdgeSim CharafeddineMechalikh

75

188

gpl-3.0

5

PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.

fog edge tasks cloudsim mobility modeling algorithm scheduling simulation cloudsimplus fog-computing heterogeneity orchestration edge-computing mist-computing cloud-computing simulation-toolkit simulation-framework performance-evaluation

Created 2018-12-28

319 commits to master branch, last one 8 months ago

HtFLlib TsingZ0

5

113

gpl-3.0

3

You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.

library pytorch platform data-free evaluation colloboration heterogeneity federated-learning

Created 2023-07-03

121 commits to main branch, last one a day ago

HoneyBADGER JEFworks-Lab

31

97

gpl-3.0

8

HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

hmm bayesian cnv-detection heterogeneity subpopulation bioinformatics transcriptomics single-cell-rna-seq single-cell-analysis

Created 2017-02-24

106 commits to master branch, last one 3 years ago

Federated-Learning-PyTorch c-gabri

14

67

gpl-3.0

1

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arb...

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

Created 2022-01-05

204 commits to master branch, last one 2 years ago

FL-IoT TsingZ0

8

56

mit

2

This is a platform containing the datasets and federated learning algorithms in IoT environments.

iot python privacy pytorch platform communication heterogeneity personalization machine-learning federated-learning distributed-systems differential-privacy human-activity-recognition

Created 2022-05-31

9 commits to main branch, last one 2 years ago

FedKTL TsingZ0

3

40

apache-2.0

3

CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning

resnet stylegan non-iid-data colloboration heterogeneity domain-alignment generative-model stable-diffusion large-small-model federated-learning vision-transformer communication-efficient

Created 2024-03-05

46 commits to main branch, last one 7 days ago

FedTGP TsingZ0

4

38

apache-2.0

2

AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

resnet prototype non-iid-data colloboration heterogeneity federated-learning vision-transformer contrastive-learning communication-efficient

Created 2023-12-17

30 commits to main branch, last one a day ago

HetGPPO proroklab

13

37

unknown

5

Heterogeneous Multi-Robot Reinforcement Learning

robotics heterogeneity multi-agent-systems multi-agent-reinforcement-learning

Created 2022-09-13

87 commits to main branch, last one 2 months ago