This is a platform containing the datasets and federated learning algorithms in IoT environments.
☆72Dec 9, 2024Updated last year
Alternatives and similar repositories for FL-IoT
Users that are interested in FL-IoT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,093Jan 25, 2026Updated 2 months ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.☆33May 5, 2022Updated 3 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆227Nov 29, 2025Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Sep 2, 2022Updated 3 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 2 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆59Aug 27, 2024Updated last year
- ☆10Jul 22, 2025Updated 8 months ago
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggre…☆11Feb 17, 2021Updated 5 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆149Nov 11, 2024Updated last year
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆24Jul 2, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- fully ready experiments☆39Jul 18, 2022Updated 3 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 3 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 2 weeks ago
- Federated Learning with Partial Model Personalization☆42Jul 9, 2022Updated 3 years ago
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆71Jun 28, 2022Updated 3 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆47Feb 16, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 2 years ago
- ☆11Dec 8, 2020Updated 5 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Sep 15, 2022Updated 3 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆23Nov 19, 2021Updated 4 years ago
- ☆30Jan 22, 2023Updated 3 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- This repository contains the Code for SOTA model on Google Speech Command V2 dataset.☆16Sep 28, 2023Updated 2 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Aug 2, 2022Updated 3 years ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆27Mar 7, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆47Feb 11, 2023Updated 3 years ago
- ☆17Feb 5, 2025Updated last year
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 4 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆121Aug 7, 2023Updated 2 years ago
- ☆30Oct 22, 2020Updated 5 years ago
- ☆21Jan 14, 2023Updated 3 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆675Jan 25, 2026Updated 2 months ago