yyyanbj / awesome-asynchronous-federated-learningView external linksLinks
📦 Collect some Asynchronous Federated Learning papers.
☆122Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-asynchronous-federated-learning
Users that are interested in awesome-asynchronous-federated-learning are comparing it to the libraries listed below
Sorting:
- 🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.☆23Aug 19, 2022Updated 3 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆42Jul 15, 2023Updated 2 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated 9 months ago
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆70Nov 17, 2022Updated 3 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆23Nov 19, 2021Updated 4 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆26Jul 23, 2022Updated 3 years ago
- 🏗 hCaptcha image label binary model factory (PyTorch Training, Cluster-based Auto Label Tools, Export ONNX model, ONNX model inference)☆78Nov 21, 2023Updated 2 years ago
- Asynchronous Federated Learning☆20Oct 5, 2021Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆63Oct 9, 2023Updated 2 years ago
- ☆10Aug 19, 2023Updated 2 years ago
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆178Jun 12, 2025Updated 8 months ago
- 🎩 海南大学课程攻略共享计划!https://www.bj-yan.top/hainanu-course-comments☆115Jun 29, 2023Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆41May 21, 2021Updated 4 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆409Dec 18, 2023Updated 2 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Implementation of asynchronous federated learning in flower.☆20Jul 27, 2024Updated last year
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Aug 2, 2022Updated 3 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆821Oct 20, 2025Updated 3 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,062Jan 25, 2026Updated 3 weeks ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆267Aug 26, 2024Updated last year
- Federated Learning in CVPR2024☆19Jun 6, 2024Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆150Nov 11, 2024Updated last year
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆11Nov 19, 2021Updated 4 years ago
- Asynchronous Federated Learning MNIST Image Classifier using Convolutional Neural-Network☆10Nov 15, 2022Updated 3 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated last year
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆30Jul 3, 2022Updated 3 years ago
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Mar 26, 2023Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Feb 7, 2024Updated 2 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆20Feb 4, 2025Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆32Dec 17, 2024Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Dec 9, 2024Updated last year
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,063May 30, 2024Updated last year
- ☆17Aug 5, 2024Updated last year
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,941Oct 5, 2025Updated 4 months ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆669Jan 25, 2026Updated 3 weeks ago