[DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
☆59Aug 27, 2024Updated last year
Alternatives and similar repositories for FedAIoT
Users that are interested in FedAIoT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆14Dec 4, 2023Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆73Dec 9, 2024Updated last year
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 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
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆146May 24, 2025Updated last year
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 2 years ago
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆15Apr 11, 2023Updated 3 years ago
- Flexe - The open source federated learning for vehicular network simulation framework.☆12Oct 30, 2024Updated last year
- DFL working group☆32May 14, 2024Updated 2 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆30Jul 3, 2022Updated 4 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 3 years ago
- A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.☆96Aug 28, 2024Updated last year
- Source code for the paper "Asynchronous Federated Optimization"☆26Jul 23, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- Mobile Federated Learning development kit for FedCampus☆19Feb 3, 2024Updated 2 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆62Sep 15, 2022Updated 3 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,141Jan 25, 2026Updated 5 months ago
- ☆17Oct 12, 2023Updated 2 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆41Jan 31, 2024Updated 2 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆243Apr 23, 2026Updated 2 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆133Dec 20, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆97May 9, 2022Updated 4 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆12Apr 18, 2025Updated last year
- ☆17Feb 14, 2021Updated 5 years ago
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆51Feb 21, 2024Updated 2 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆117Jun 2, 2021Updated 5 years ago
- ☆18Mar 12, 2024Updated 2 years ago
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆19May 30, 2024Updated 2 years ago
- AI Agents on 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.
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆104Jul 17, 2025Updated last year
- The implementation of FedCADO (Classifier-Assisted Diffusion for One-shot Federated learning method)☆13Sep 10, 2025Updated 10 months ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- ☆17Feb 17, 2024Updated 2 years ago
- Resource Efficient Federated Learning☆25Jan 13, 2023Updated 3 years ago