Projects in Awesome Lists tagged with distributed-learning
A curated list of projects in awesome lists tagged with distributed-learning .
https://github.com/securefederatedai/openfl
An open framework for Federated Learning.
collaborative-learning deep-learning distributed-computing distributed-learning fedavg fedcurv federated-analytics federated-deep-learning federated-learning federated-learning-framework fedopt fedprox keras-federated-learning machine-learning openfl privacy-preserving-machine-learning python pytorch-federated-learning secure-computation tensorflow-federated-learning
Last synced: 29 Mar 2025
https://github.com/microsoft/msrflute
Federated Learning Utilities and Tools for Experimentation
distributed-learning federated-learning gloo machine-learning nccl personalization privacy-tools pytorch simulation transformers-models
Last synced: 13 Apr 2025
https://github.com/fedml-ai/fedgraphnn
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.
deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow
Last synced: 10 Apr 2025
https://github.com/amanpriyanshu/federated-recommendation-neural-collaborative-filtering
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 federate this recommendation system.
collaborative-filtering deep-learning deep-recommender-system distributed-learning federated federated-learning iid movie-recommendation ncf neural-collaborative-filtering neural-network non-iid recommendation-algorithms recommendation-engine recommendation-system recommender-system
Last synced: 22 Mar 2025
https://github.com/varnio/fedsim
A generic Federated Learning simulator!
deep-learning distributed-learning federated-learning neural-networks optimization privacy pytorch research simulator
Last synced: 29 Jan 2025
https://github.com/mmasoud1/meshfl
MeshNet distributed learning by using the NVFlare framework
distributed-learning federated-learning nvflare semantic-segmentation
Last synced: 22 Mar 2025
https://github.com/mikhail11235/ray_train
Ray Trainer test
distributed-learning ray tensorflow
Last synced: 25 Feb 2025
https://github.com/habibslim/distdnns
Speeding up DNN training for image classification, with OpenMPI
computer-vision distributed-learning machine-learning openmpi
Last synced: 04 Mar 2025