使用pytorch,mnist、cifar数据集实现基础的联邦学习(平局聚合、不含加密过程)
☆34Aug 22, 2021Updated 4 years ago
Alternatives and similar repositories for Federated-pytorch
Users that are interested in Federated-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 这是一个基于Minist数据集的横向联邦学习实现☆16Apr 14, 2021Updated 5 years ago
- 联邦学习分布式训练MNist数据集☆63Jun 11, 2019Updated 6 years ago
- 联邦学习ECG心电图诊断模型训练与预测☆20Sep 20, 2023Updated 2 years ago
- 自己动手实现的联邦学习相关代码☆10Oct 3, 2021Updated 4 years ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆31Jun 29, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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 3 years ago
- Used HTTP CSIC 2010 dataset☆11May 2, 2019Updated 6 years ago
- ☆12Oct 26, 2023Updated 2 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- ☆14May 31, 2025Updated 10 months ago
- 基于同态加密的联邦学习安全聚合系统☆50Mar 8, 2021Updated 5 years ago
- ☆11Dec 23, 2022Updated 3 years ago
- cifiar10 联邦学习☆10Apr 6, 2020Updated 6 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☆181Jun 12, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling☆17Jan 18, 2025Updated last year
- Linux应用编程-音频应用编程-语音转文字项目☆14Mar 24, 2023Updated 3 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆14Dec 26, 2024Updated last year
- This repository contains an experimental PyTorch implementation exploring the NoProp algorithm, presented in the paper "NOPROP: TRAINING …☆16Updated this week
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning☆15Aug 21, 2025Updated 7 months ago
- This is the code for paper “accelerating communication-efficient federated multi-task learning with personalization and Fairness”. Besid…☆11May 11, 2025Updated 11 months ago
- 用C++实现的简易ECC加密器☆10Jul 10, 2022Updated 3 years ago
- Privacy preserving machine learning for small molecule data☆13Mar 2, 2026Updated last month
- ☆19Oct 6, 2024Updated 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.
- ☆16Sep 11, 2023Updated 2 years ago
- Code of the AAAI-25 paper☆17May 13, 2025Updated 11 months ago
- Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance☆14Sep 16, 2020Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- Some plug-and-play network modules☆14Jun 13, 2024Updated last year
- ☆20Feb 25, 2024Updated 2 years ago
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 4 years ago
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆70Nov 17, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 基于信誉共识和联邦学习的异构车联网交通预测与规划☆13Sep 4, 2023Updated 2 years ago
- 区块链融合联邦学习的可信智能车联网系统☆10Oct 6, 2023Updated 2 years ago
- MENTOR is a highly efficient visual RL algorithm that excels in both simulation and real-world complex robotic learning tasks.☆27Jul 9, 2025Updated 9 months ago
- 机器学习&深度学习网站资源汇总(Machine Learning Resources)☆16Sep 20, 2018Updated 7 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 2025Updated 10 months ago
- A compiled list of resources and materials for PPML☆12May 10, 2025Updated 11 months 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…☆71Mar 29, 2023Updated 3 years ago