FedCampus / FedKitLinks
Mobile Federated Learning development kit for FedCampus
☆17Updated last year
Alternatives and similar repositories for FedKit
Users that are interested in FedKit are comparing it to the libraries listed below
Sorting:
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆58Updated last year
- Course site for CS-E4740 Federated Learning☆12Updated 3 weeks ago
- ☆89Updated 7 months ago
- A curated repository for various papers in the domain of split learning.☆54Updated last year
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 3 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆112Updated last week
- DFL working group☆32Updated last year
- Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning☆20Updated 2 months ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Updated last year
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆39Updated this week
- Code for ScaleFL☆30Updated 2 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆77Updated 3 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☆172Updated 2 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆66Updated 2 weeks ago
- Federated Learning for LLMs.☆225Updated 8 months ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆74Updated 8 months ago
- Federated Dynamic Sparse Training☆31Updated 3 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆142Updated last month
- ☆46Updated 3 years ago
- ☆22Updated last year
- Papers related to Federated Learning in all top venues☆40Updated last week
- Handy PyTorch implementation of Federated Learning (for your painless research)☆448Updated last year
- Advanced Privacy-Preserving Federated Learning framework☆147Updated last week
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆16Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆66Updated 8 months ago
- [KDD 2023] FedMultimodal☆111Updated 3 months ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Updated 3 years ago
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆36Updated 3 weeks ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆38Updated 2 years ago