🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asynchronous.
☆66Oct 6, 2023Updated 3 years ago
Alternatives and similar repositories for FedAO
Users that are interested in FedAO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🔨 使用Spark/Pytorch实现分布式算法，包括图/矩阵计算（graph/matrix computation）、随机算法、优化（optimization）和机器学习。参考刘铁岩《分布式机器学习》和CME 323课程☆39Jun 27, 2023Updated 3 years ago
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆31Jun 1, 2024Updated 2 years ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进…☆72Mar 29, 2023Updated 3 years ago
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆24Mar 4, 2025Updated last year
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆19May 20, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Robust Federated Learning for Large Language Models in Adversarial Wireless Environments☆16Mar 7, 2025Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆47Apr 1, 2023Updated 3 years ago
- 利用联邦学习进行高校学生成绩预测研究，并使用Streamlit搭建了简易的可视化平台☆26Jun 20, 2022Updated 4 years ago
- [AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning☆27Feb 23, 2023Updated 3 years ago
- ☆20Mar 12, 2023Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆267Dec 6, 2020Updated 5 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆27May 28, 2024Updated 2 years ago
- 复现论文《Distilling Task-Specific Knowledge from BERT into Simple Neural Networks》☆16Jun 13, 2021Updated 5 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆31Nov 21, 2023Updated 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.
- ⚙ 本项目为SWPU程序设计综合实践大作业 用C++结合Qt框架写的程序设计实践大作业《京东物流管理系统》☆30Feb 23, 2021Updated 5 years ago
- ☆35May 23, 2021Updated 5 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 3 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- Asynchronous Federated Learning☆48Apr 22, 2023Updated 3 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 3 years ago
- 本项目演示联邦学习方法☆10Aug 1, 2019Updated 7 years ago
- Federated Learning on HyperLedger Aries☆21Jun 22, 2022Updated 4 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆21Feb 19, 2025Updated last year
- 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.
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Nov 2, 2023Updated 2 years ago
- PyTorch Federated Learning (easy to use and extend)☆298Jan 4, 2024Updated 2 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆26Apr 14, 2023Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- ☆30Jan 22, 2023Updated 3 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- 联邦学习☆1,155Mar 14, 2023Updated 3 years ago
- 🎈 2020年中国高校计算机大赛(C4)-网络技术挑战赛EP2赛项 基于XGBoost集成学习模型的在线流量分类模型☆20Jul 3, 2022Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆154Jan 29, 2024Updated 2 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.
- A simple Asynchronous Federated Learning!☆11Dec 24, 2024Updated last year
- Federated Learning with Partial Model Personalization☆42Jul 9, 2022Updated 4 years ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 18, 2024Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,174Jan 25, 2026Updated 8 months ago
- Face Verification Example with Flower / Federated Learning☆12Apr 3, 2023Updated 3 years ago
- ☆18May 20, 2024Updated 2 years ago
- ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning☆26Nov 11, 2024Updated last year