FedCampus / FedKit
Mobile Federated Learning development kit for FedCampus
☆14Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for FedKit
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆24Updated 7 months ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆21Updated 3 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆49Updated 2 months ago
- ☆38Updated 3 weeks ago
- Contains codes for my published tutorials☆30Updated last year
- ☆43Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆34Updated last year
- ☆27Updated last year
- Principles of ML Systems Project☆26Updated 3 years ago
- federated-learning☆79Updated last year
- This repository contains all the implementation of different papers on Federated Learning☆43Updated 4 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆38Updated 2 years ago
- A curated repository for various papers in the domain of split learning.☆42Updated 3 months ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆28Updated this week
- Resource Efficient Federated Learning☆23Updated last year
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆81Updated 2 years ago
- Federated learning using a mixture of experts☆15Updated 3 years ago
- DFL working group☆33Updated 6 months ago
- ☆52Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆15Updated 7 months ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆15Updated last year
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆21Updated 2 years ago
- Federated learning with model quantization☆14Updated 2 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆18Updated last year
- This repo implements FedU, a multitask learning framework for federated learning☆26Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆38Updated 2 weeks ago
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆15Updated last year
- ☆31Updated 8 months ago
- ☆10Updated 9 months ago