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 2 months 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:
- Low-level Python library used to interact with a Substra network☆278Oct 14, 2024Updated last year
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆80Jul 7, 2026Updated 2 months ago
- Backend of the Substra software☆59May 30, 2025Updated last year
- ☆12May 12, 2023Updated 3 years ago
- Frontend of the Substra software☆38Dec 30, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A federated implementation of PyDESeq2, based on Substra.☆18Aug 31, 2026Updated last week
- Python wrappers to interact with a Substra backend☆27Oct 14, 2024Updated last year
- 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
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆171Jan 29, 2024Updated 2 years ago
- [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
- ☆110Nov 21, 2024Updated last year
- Initializes an Hyperledger Fabric network (orchestrator distributed mode)☆31Feb 5, 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.
- Benchmark for federated noisy label learning☆29Aug 31, 2024Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 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 8 months ago
- Chaincode for the Substra platform☆24Sep 6, 2022Updated 4 years ago
- ☆98Jul 7, 2026Updated 2 months ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11May 6, 2026Updated 4 months ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆33Oct 10, 2022Updated 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.
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆24Feb 21, 2025Updated last year
- Federated Learning for Artificial Intelligence and Machine Learning☆15Sep 11, 2025Updated 11 months ago
- Rust bindings for Openslide☆16Updated this week
- 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 6 months ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆35Sep 21, 2020Updated 5 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 9 months 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.
- ☆12Dec 29, 2020Updated 5 years ago
- 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.☆272Aug 6, 2026Updated last month
- One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)☆28Jan 23, 2024Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆964Updated this week
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Dec 5, 2021Updated 4 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,063Oct 28, 2025Updated 10 months ago