FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
☆193Apr 11, 2025Updated last year
Alternatives and similar repositories for FedTorch
Users that are interested in FedTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆311Apr 18, 2022Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆615Feb 26, 2024Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆227Oct 21, 2020Updated 5 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆157Apr 30, 2022Updated 3 years ago
- A PyTorch Implementation of Federated Learning☆1,513Jul 25, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Nov 7, 2022Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,008Sep 3, 2022Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆343Dec 5, 2021Updated 4 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆751Mar 25, 2026Updated 2 weeks ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆245Jul 25, 2024Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,434May 7, 2024Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆253Dec 2, 2023Updated 2 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆273Nov 13, 2025Updated 4 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆824Oct 20, 2025Updated 5 months 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.
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,107Jan 25, 2026Updated 2 months ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 3 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Nov 5, 2020Updated 5 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Aug 3, 2023Updated 2 years ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Jan 29, 2024Updated 2 years ago
- ☆164Dec 23, 2022Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,070May 30, 2024Updated last year
- Benchmarking Semi-supervised Federated Learning☆54Aug 14, 2022Updated 3 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.
- On the Convergence of FedAvg on Non-IID Data☆275Dec 7, 2022Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆901Mar 24, 2023Updated 3 years ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Apr 25, 2022Updated 3 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆37Mar 3, 2022Updated 4 years ago
- vector quantization for stochastic gradient descent.☆36May 12, 2020Updated 5 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆181Feb 27, 2023Updated 3 years ago
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆33Apr 3, 2023Updated 3 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆51Jun 5, 2023Updated 2 years ago
- Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]☆197Feb 14, 2023Updated 3 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- An experimental platform for federated learning.☆626Jun 4, 2025Updated 10 months ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- Implement FedAvg algorithm based on Tensorflow☆267Dec 6, 2020Updated 5 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,032Oct 28, 2025Updated 5 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- ☆30Feb 4, 2021Updated 5 years ago