PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
☆114Jun 28, 2022Updated 4 years ago
Alternatives and similar repositories for FedProx-PyTorch
Users that are interested in FedProx-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:
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Jun 28, 2022Updated 4 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆44Jun 28, 2022Updated 4 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆78Aug 6, 2022Updated 4 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆79Jan 20, 2024Updated 2 years ago
- 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.
- Implementation of Electric Load Forecasting Based on CNN.☆25Jun 23, 2022Updated 4 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆82Jan 10, 2026Updated 8 months ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆80Feb 27, 2022Updated 4 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 4 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆229Oct 21, 2020Updated 5 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆298Jun 27, 2022Updated 4 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Jul 1, 2022Updated 4 years ago
- Implement FedAvg algorithm based on Tensorflow☆268Dec 6, 2020Updated 5 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆154Jan 29, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This repository contains all the implementation of different papers on Federated Learning☆42Aug 12, 2020Updated 6 years ago
- ☆32Mar 12, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆829Oct 20, 2025Updated 11 months ago
- A PyTorch Implementation of Federated Learning☆1,517Jul 25, 2024Updated 2 years ago
- Code and data accompanying the FedGen paper☆260Oct 31, 2024Updated last year
- ☆41Dec 8, 2021Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,165Jan 25, 2026Updated 7 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆90Mar 22, 2022Updated 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.
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Dec 4, 2022Updated 3 years ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆21Oct 21, 2023Updated 2 years ago
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,439May 7, 2024Updated 2 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Nov 2, 2023Updated 2 years ago
- ☆16Aug 25, 2021Updated 5 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- ☆13Feb 16, 2023Updated 3 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.
- On the Convergence of FedAvg on Non-IID Data☆274Dec 7, 2022Updated 3 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆471Nov 16, 2023Updated 2 years ago
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆70Jun 11, 2023Updated 3 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
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Sep 15, 2022Updated 4 years ago
- The implementation of FedMix☆11Aug 18, 2022Updated 4 years ago
- A decentralised federated learning simulator☆15Oct 20, 2024Updated last year