An easy-to-use federated learning platform
☆301Aug 23, 2023Updated 2 years ago
Alternatives and similar repositories for EasyFL
Users that are interested in EasyFL are comparing it to the libraries listed below
Sorting:
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆731Nov 16, 2025Updated 3 months ago
- Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)☆100Mar 30, 2023Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆823Oct 20, 2025Updated 4 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,064May 30, 2024Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Feb 26, 2024Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆299Jun 27, 2022Updated 3 years ago
- 联邦学习☆1,151Mar 14, 2023Updated 2 years ago
- An experimental platform for federated learning.☆619Jun 4, 2025Updated 8 months ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,948Oct 5, 2025Updated 4 months ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆53Mar 15, 2023Updated 2 years ago
- An easy-to-use federated learning platform☆1,510Aug 10, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,065Jan 25, 2026Updated last month
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆60May 9, 2023Updated 2 years ago
- Code and data accompanying the FedGen paper☆258Oct 31, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆673Jan 25, 2026Updated last month
- A PyTorch Implementation of Federated Learning☆1,505Jul 25, 2024Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆745Jun 10, 2025Updated 8 months ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,002Sep 3, 2022Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆410Dec 18, 2023Updated 2 years ago
- This is the official impelementation of "FVSSL Algorithm"☆25Dec 19, 2023Updated 2 years ago
- ☆73Aug 23, 2022Updated 3 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆255Dec 2, 2023Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆43Jul 15, 2023Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,008Oct 28, 2025Updated 4 months ago
- ☆10May 22, 2023Updated 2 years ago
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆40Jan 30, 2023Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆900Mar 24, 2023Updated 2 years ago
- ☆18Jul 20, 2022Updated 3 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- ☆29Dec 23, 2023Updated 2 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆224Nov 29, 2025Updated 3 months ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆59Mar 28, 2023Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆722Mar 24, 2023Updated 2 years ago
- ☆180Oct 24, 2024Updated last year
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Feb 7, 2024Updated 2 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Feb 27, 2023Updated 3 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆128Dec 20, 2024Updated last year