7 results found Sort:

microsoft
msrflute microsoft
23
185
mit
10
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 about a year ago
FedML-AI
FedGraphNN FedML-AI
42
180
unknown
10
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 2 years ago
Lee-Gihun
FedNTD Lee-Gihun
15
82
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
57
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 3 years ago
AmanPriyanshu
Federated-Recommendation-Neural-Collaborative-Filtering AmanPriyanshu
5
34
mit
2
Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federa...
iid ncf non-iid federated deep-learning neural-network federated-learning recommender-system distributed-learning movie-recommendation recommendation-engine recommendation-system collaborative-filtering deep-recommender-system recommendation-algorithms neural-collaborative-filtering
Created 2022-02-18
10 commits to main branch, last one about a year ago
VectorInstitute
FL4Health VectorInstitute
2
30
apache-2.0
5
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
healthcare deep-learning machine-learning federated-learning distributed-learning federated-learning-framework
Created 2022-09-16
2,920 commits to main branch, last one 11 days ago
BerivanIsik
sparse-random-networks BerivanIsik
2
29
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