PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
☆114Jun 28, 2022Updated 3 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 3 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆730Mar 24, 2023Updated 3 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆45Jun 28, 2022Updated 3 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆79Aug 6, 2022Updated 3 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 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.
- Implement the node2vec algorithm using Python☆29Mar 11, 2022Updated 4 years ago
- Implementation of Electric Load Forecasting Based on CNN.☆25Jun 23, 2022Updated 3 years 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: Stochastic Controlled Averaging for Federated Learning☆81Jan 10, 2026Updated 5 months ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆228Oct 21, 2020Updated 5 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆298Jun 27, 2022Updated 3 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆124Jul 1, 2022Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Jan 29, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implement FedAvg algorithm based on Tensorflow☆267Dec 6, 2020Updated 5 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆274Nov 13, 2025Updated 7 months ago
- This repository contains all the implementation of different papers on Federated Learning☆42Aug 12, 2020Updated 5 years ago
- ☆31Mar 12, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆826Oct 20, 2025Updated 7 months ago
- Code and data accompanying the FedGen paper☆263Oct 31, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,516Jul 25, 2024Updated last year
- ☆41Dec 8, 2021Updated 4 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆616Feb 26, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,132Jan 25, 2026Updated 4 months ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆19Oct 21, 2023Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆90Mar 22, 2022Updated 4 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Dec 4, 2022Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆908Mar 24, 2023Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,438May 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 4 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 联邦学习☆1,151Mar 14, 2023Updated 3 years ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆15Feb 5, 2022Updated 4 years ago
- ☆13Feb 16, 2023Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆272Dec 7, 2022Updated 3 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆471Nov 16, 2023Updated 2 years ago
- The implementation of FedMix☆11Aug 18, 2022Updated 3 years ago
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆72Jun 11, 2023Updated 3 years ago