Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.
☆12Jan 2, 2023Updated 3 years ago
Alternatives and similar repositories for Federated-Learning
Users that are interested in Federated-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆20Dec 17, 2023Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆80Jan 10, 2026Updated 3 months ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 3 years ago
- 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.
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆71Jun 28, 2022Updated 3 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.☆12Jul 7, 2022Updated 3 years ago
- Neural Manifold Operators (KDD 2024)☆26Dec 10, 2024Updated last year
- Runway Port of BigBiGAN from the paper "Large Scale Adversarial Representation Learning"☆10Dec 10, 2024Updated last year
- 2024华为软件精英挑战赛☆17Feb 11, 2025Updated last year
- Server Fleet Management Challenge - Winner of Huawei Ireland TechArena 2024☆14Sep 23, 2024Updated last year
- Run-time validation of tensors for machine-learning systems.☆11Apr 8, 2021Updated 5 years ago
- ☆14May 7, 2024Updated last year
- 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.
- Federated Adversrial Learning/ Training Framework. A testing ground for conducting relevant research.☆11Oct 9, 2022Updated 3 years ago
- Conv nets applied to OSM maps for path loss prediction☆10Dec 27, 2022Updated 3 years ago
- Deep Learning tools For Biology☆10Apr 18, 2022Updated 4 years ago
- ☆28Sep 3, 2019Updated 6 years ago
- deep-learning based audio-visual lip bometrics☆15May 9, 2023Updated 2 years ago
- ☆14Sep 27, 2019Updated 6 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- Resource Management with DeepRL using TF Agents☆16Jul 27, 2020Updated 5 years ago
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Dec 17, 2024Updated 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.
- Distributed YOLOv8m face detection using FedAvg and FedGH (our method). This repository is based on PACSSK-401001 group project outcoming…☆19Aug 13, 2023Updated 2 years ago
- ☆11Dec 4, 2025Updated 4 months ago
- The 7th Place Solution of the First 6G Intelligent Wireless Communication System Competition - Intelligent Distributed Wireless Radio Map…☆16Jul 27, 2023Updated 2 years ago
- ☆52Dec 31, 2024Updated last year
- A simple PyTorch implementations of `Badnets: Identifying vulnerabilities in the machine learning model supply chain` on MNIST and CIFAR1…☆11May 19, 2021Updated 4 years ago
- A Convolutional Neural Network (CNN) which can detect the stages of Diabetic retinopathy.☆11Aug 16, 2021Updated 4 years ago
- 一个基于 **LangChain 1.0**、**阿里通义 Qwen** 和 **MCP(amap-maps)** 的旅游规划 Agent Demo,支持: - 并行调用高德地图相关工具(搜索 POI、路线规划、天气查询) - 中间件级别的城市约束、工具预算控制、输出城市…☆33Jan 22, 2026Updated 3 months ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Oct 11, 2024Updated last year
- ☆10Jun 15, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Adversarial Defense, Adversarial Attack, Face Recognition, Learnable PCA, Pytorch☆15Aug 3, 2022Updated 3 years ago
- The implementation of FedCADO (Classifier-Assisted Diffusion for One-shot Federated learning method)☆12Sep 10, 2025Updated 7 months ago
- This is the official repo for the CVPR 2021 L2ID paper "Distill on the Go: Online knowledge distillation in self-supervised learning"☆12Nov 15, 2021Updated 4 years ago
- Bias Buccaneers Image Recognition Challenge☆11Nov 8, 2022Updated 3 years ago
- ☆16Mar 6, 2024Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆16Dec 2, 2023Updated 2 years ago
- Everything you need to reproduce "Better plain ViT baselines for ImageNet-1k" in PyTorch, and more☆12Updated this week