6 results found Sort:

securefederatedai
openfl securefederatedai
180
676
apache-2.0
21
An open framework for Federated Learning.
fedavg fedopt openfl python fedcurv fedprox deep-learning machine-learning federated-learning secure-computation federated-analytics distributed-learning distributed-computing collaborative-learning federated-deep-learning keras-federated-learning pytorch-federated-learning federated-learning-framework tensorflow-federated-learning privacy-preserving-machine-learning
Created 2021-01-12
642 commits to develop branch, last one a day ago
microsoft
msrflute microsoft
22
182
mit
9
Federated Learning Utilities and Tools for Experimentation
gloo nccl pytorch simulation privacy-tools personalization machine-learning federated-learning transformers-models distributed-learning
Created 2021-11-17
54 commits to main branch, last one 10 months ago
FedML-AI
FedGraphNN FedML-AI
42
178
unknown
9
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
gnns fedml pytorch tensorflow deep-learning machine-learning federated-learning distributed-learning graph-neural-networks federated-learning-framework
Created 2021-03-10
216 commits to main branch, last one about a year ago
Lee-Gihun
FedNTD Lee-Gihun
14
73
mit
2
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
moon fedavg feddyn fedntd fedavgm fedcurv fednova fedprox scaffold deep-learning computer-vision machine-learning continual-learning federated-learning deep-neural-networks distributed-learning knowledge-distillation artificial-intelligence
Created 2022-11-29
21 commits to master branch, last one about a year ago
LabeliaLabs
distributed-learning-contributivity LabeliaLabs
12
56
apache-2.0
8
Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
federated-learning distributed-learning multi-partner-learning datasets-contributivity responsible-datascience trustworthy-datascience collaborative-machinelearning
Created 2019-08-30
1,513 commits to master branch, last one 2 years ago
BerivanIsik
sparse-random-networks BerivanIsik
2
27
mit
2
Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".
pruning compression deep-learning sparse-network federated-learning distributed-learning
Created 2023-02-07
11 commits to main branch, last one about a year ago