Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
☆241Jul 7, 2026Updated 3 weeks ago
Alternatives and similar repositories for FLamby
Users that are interested in FLamby are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆80Jul 7, 2026Updated 3 weeks ago
- Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"☆29Jan 26, 2020Updated 6 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Benchmark for federated noisy label learning☆28Aug 31, 2024Updated last year
- ☆12Jan 28, 2023Updated 3 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- Large Scale Non maximum Suppression. This project implements a O(nlog(n)) approach for non max suppression, useful for object detection r…☆79Jan 6, 2026Updated 6 months ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11May 6, 2026Updated 2 months ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆33Oct 10, 2022Updated 3 years ago
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆23Feb 21, 2025Updated last year
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Mar 25, 2023Updated 3 years ago
- Federated Learning for Artificial Intelligence and Machine Learning☆14Sep 11, 2025Updated 10 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.
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- ☆21Apr 27, 2024Updated 2 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆12Mar 13, 2025Updated last year
- Python package to fetch data from the LIBSVM website.☆20Feb 25, 2026Updated 5 months ago
- Rust bindings for Philips Pathology SDK☆11Jul 12, 2026Updated 2 weeks ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 8 months ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆20Sep 27, 2023Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆271Jul 8, 2026Updated 3 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)☆28Jan 23, 2024Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,056Oct 28, 2025Updated 9 months ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆80May 27, 2024Updated 2 years ago
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 18, 2024Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- An Open Framework for Federated Learning.☆842Feb 21, 2026Updated 5 months ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Nov 7, 2022Updated 3 years ago
- A holistic framework for promoting high diversity ensemble learning.☆14Aug 27, 2024Updated last year
- AI Agents on 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.
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆26Dec 27, 2024Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆47Apr 1, 2023Updated 3 years ago
- Privacy Preserving Vertical Federated Learning☆223Jun 1, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,015Sep 3, 2022Updated 3 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,147Jan 25, 2026Updated 6 months ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Oct 10, 2023Updated 2 years ago