PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
☆227Oct 21, 2020Updated 5 years ago
Alternatives and similar repositories for FedNova
Users that are interested in FedNova are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆275Dec 7, 2022Updated 3 years ago
- ☆85Jan 6, 2022Updated 4 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆300Jun 27, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆343Dec 5, 2021Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆245Jul 25, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,511Jul 25, 2024Updated last year
- ☆183Mar 14, 2023Updated 3 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated 11 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Feb 26, 2024Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆157Apr 30, 2022Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆309Apr 18, 2022Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆903Mar 24, 2023Updated 3 years ago
- 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.
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,008Sep 3, 2022Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆125Jul 1, 2022Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆122Oct 22, 2020Updated 5 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆274Nov 13, 2025Updated 4 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,434May 7, 2024Updated last year
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆822Oct 20, 2025Updated 5 months ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆88Mar 22, 2022Updated 4 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆115Jun 28, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆30Oct 22, 2020Updated 5 years ago
- Federated posterior averaging implemented in JAX☆53Apr 13, 2023Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆91Feb 24, 2023Updated 3 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Apr 9, 2022Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Nov 7, 2022Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,071May 30, 2024Updated last year
- ☆164Dec 23, 2022Updated 3 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆180Feb 27, 2023Updated 3 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Bayesian Nonparametric Federated Learning of Neural Networks☆145May 29, 2019Updated 6 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆729Nov 16, 2025Updated 4 months ago
- Code and data accompanying the FedGen paper☆260Oct 31, 2024Updated last year
- ☆54Jun 22, 2021Updated 4 years ago
- ☆33May 14, 2022Updated 3 years ago
- An experimental platform for federated learning.☆626Jun 4, 2025Updated 9 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆177May 26, 2022Updated 3 years ago