FedML-AI / FedML-MobileLinks
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
☆24Updated 3 years ago
Alternatives and similar repositories for FedML-Mobile
Users that are interested in FedML-Mobile are comparing it to the libraries listed below
Sorting:
- Privacy Preserving Vertical Federated Learning☆221Updated 2 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- federated-learning☆85Updated 2 years ago
- Investigating Split Learning and Federate Learning☆86Updated 5 years ago
- DFL working group☆32Updated last year
- ☆47Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Updated 2 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Updated 3 years ago
- Attentive Federated Learning for Private NLM☆60Updated last year
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆67Updated 2 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Updated 2 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆146Updated 6 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆306Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆182Updated 4 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Updated 2 years ago
- A ledger for private and secure peer to peer machine learning☆111Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆115Updated 4 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 6 years ago
- vertical federated learning paper lists☆77Updated 4 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆177Updated 2 years ago
- ☆26Updated 5 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆120Updated 5 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Updated 3 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆84Updated 2 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆123Updated last year
- Federated Learning on XGBoost☆46Updated 6 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆159Updated 4 years ago