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.
☆238Jun 19, 2024Updated last year
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:
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆61Jun 10, 2026Updated last week
- Low-level Python library used to interact with a Substra network☆278Oct 14, 2024Updated last year
- Python implementation of bulk RNAseq deconvolution algorithms☆46Jul 21, 2025Updated 10 months ago
- A federated implementation of PyDESeq2, based on Substra.☆18Updated this week
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆170Jan 29, 2024Updated 2 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆31May 31, 2023Updated 3 years ago
- Initializes an Hyperledger Fabric network (orchestrator distributed mode)☆31Feb 5, 2024Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆18Oct 2, 2023Updated 2 years ago
- ☆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 5 months ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 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
- 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.
- Federated Learning for Artificial Intelligence and Machine Learning☆14Sep 11, 2025Updated 9 months ago
- Rust bindings for Openslide☆15Updated this week
- ☆21Apr 27, 2024Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- Python package to fetch data from the LIBSVM website.☆20Feb 25, 2026Updated 3 months ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆34Sep 21, 2020Updated 5 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- RAMP packages: database, backend, frontend, utilities☆15Mar 18, 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.
- ☆12Dec 29, 2020Updated 5 years ago
- One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)☆27Jan 23, 2024Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆272Apr 6, 2026Updated 2 months ago
- NVIDIA Federated Learning Application Runtime Environment☆940Updated this week
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 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
- Self-supervised federated learning for medical imaging - IEEE TMI☆79May 27, 2024Updated 2 years ago
- Simulation framework for accelerating research in Private Federated Learning☆355Apr 5, 2026Updated 2 months ago
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A holistic framework for promoting high diversity ensemble learning.☆14Aug 27, 2024Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆70Feb 16, 2025Updated last year
- Leaf: A Benchmark for Federated Settings☆908Mar 24, 2023Updated 3 years ago
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆20Mar 11, 2025Updated last year
- Privacy Preserving Vertical Federated Learning☆221Jun 1, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,017Sep 3, 2022Updated 3 years ago
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 2 years ago