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.
☆230Jun 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☆60May 30, 2025Updated 9 months ago
- Low-level Python library used to interact with a Substra network☆280Oct 14, 2024Updated last year
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆80Sep 3, 2024Updated last year
- Orchestrates the tasks in a Substra network☆17Jan 16, 2025Updated last year
- Documentation of the Substra software☆20Aug 29, 2025Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A Python implementation of the DESeq2 pipeline for bulk RNA-seq DEA.☆742Updated this week
- Backend of the Substra software☆59May 30, 2025Updated 9 months ago
- Python implementation of bulk RNAseq deconvolution algorithms☆44Jul 21, 2025Updated 8 months ago
- Frontend of the Substra software☆38Dec 30, 2024Updated last year
- A federated implementation of PyDESeq2, based on Substra.☆15Updated this 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
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 2 years ago
- 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.
- ☆109Nov 21, 2024Updated last year
- Benchmark for federated noisy label learning☆25Aug 31, 2024Updated last year
- 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…☆78Jan 6, 2026Updated 2 months ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11Aug 16, 2023Updated 2 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- Federated Learning for Artificial Intelligence and Machine Learning☆16Sep 11, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆21Apr 27, 2024Updated last year
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 2 years ago
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆23Dec 27, 2024Updated last year
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Sep 21, 2020Updated 5 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆729Nov 16, 2025Updated 4 months ago
- Label-Noise Learning with Intrinsically Long-Tailed Data(ICCV2023)☆20Sep 27, 2023Updated 2 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
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆273Updated this week
- 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.
- One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)☆27Jan 23, 2024Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆914Mar 21, 2026Updated last week
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆343Dec 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☆21Feb 21, 2025Updated last year
- Simulation framework for accelerating research in Private Federated Learning☆351Mar 19, 2026Updated last week
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Nov 7, 2022Updated 3 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,024Oct 28, 2025Updated 5 months ago