An easy-to-use federated learning platform
☆298Aug 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆733Nov 16, 2025Updated 6 months ago
- Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)☆100Mar 30, 2023Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,075May 30, 2024Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆825Oct 20, 2025Updated 7 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆617Feb 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.
- Model-Contrastive Federated Learning (CVPR 2021)☆298Jun 27, 2022Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,985May 12, 2026Updated last week
- 联邦学习☆1,151Mar 14, 2023Updated 3 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆62May 9, 2023Updated 3 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆53Mar 15, 2023Updated 3 years ago
- An experimental platform for federated learning.☆627Jun 4, 2025Updated 11 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,127Jan 25, 2026Updated 3 months ago
- An easy-to-use federated learning platform☆1,529Aug 10, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,515Jul 25, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code and data accompanying the FedGen paper☆263Oct 31, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆678Jan 25, 2026Updated 3 months ago
- ☆73Aug 23, 2022Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆751Mar 25, 2026Updated last month
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,014Sep 3, 2022Updated 3 years ago
- This is the official impelementation of "FVSSL Algorithm"☆25Dec 19, 2023Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆417Dec 18, 2023Updated 2 years ago
- ☆29Dec 23, 2023Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,046Oct 28, 2025Updated 6 months 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.
- ☆18Jul 20, 2022Updated 3 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- 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
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆39Jan 30, 2023Updated 3 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Dec 2, 2023Updated 2 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆132Dec 20, 2024Updated last year
- Leaf: A Benchmark for Federated Settings☆906Mar 24, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Jul 19, 2023Updated 2 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Apr 1, 2023Updated 3 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 - FedFA: Federated Feature Augmentation☆60Mar 28, 2023Updated 3 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- Tutorials and paper lists for federated learning☆71Oct 18, 2025Updated 7 months ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆233Apr 23, 2026Updated 3 weeks ago