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☆62Jun 11, 2019Updated 6 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
- 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
- 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.
- ☆14May 31, 2025Updated 11 months ago
- Used HTTP CSIC 2010 dataset☆11May 2, 2019Updated 7 years ago
- ☆12Oct 26, 2023Updated 2 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- 基于同态加密的联邦学习安全聚合系统☆49Mar 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☆182Jun 12, 2025Updated 11 months ago
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling☆17Jan 18, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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☆13Dec 26, 2024Updated last year
- This repository contains an experimental PyTorch implementation exploring the NoProp algorithm, presented in the paper "NOPROP: TRAINING …☆16May 22, 2026Updated last week
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning☆15Aug 21, 2025Updated 9 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 2 months ago
- ☆18Oct 6, 2024Updated last year
- Code of the AAAI-25 paper☆18May 13, 2025Updated last year
- A pytorch implementation of CNN+BLSTM+CTC to recognize MNIST digit sequence☆22Feb 16, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆71Nov 17, 2022Updated 3 years ago
- 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
- The OPE lib extracted from CryptoDb☆17Jun 3, 2016Updated 9 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
- 机器学习&深度学习网站资源汇总（Machine Learning Resources）☆16Sep 20, 2018Updated 7 years ago
- simple multi-class GBDT☆15Feb 24, 2014Updated 12 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.
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 5 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…☆71Mar 29, 2023Updated 3 years ago
- Analysis of DNA Sequence Classification Using Neural Networks - Bioinformatics Course Project - Winter 2022☆19Nov 13, 2023Updated 2 years ago
- 完全去中心化联邦学习☆33Aug 15, 2023Updated 2 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 2025Updated last year
- Online multiclass boosting algorithm that uses VFDT as weak learners☆17Oct 24, 2018Updated 7 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆635Apr 28, 2021Updated 5 years ago