A simplified library for decentralized, privacy preserving machine learning
☆353Dec 18, 2025Updated 3 months ago
Alternatives and similar repositories for swarm-learning
Users that are interested in swarm-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆196Jun 11, 2021Updated 4 years ago
- Swarm Learning for computational pathology☆29Feb 17, 2022Updated 4 years ago
- Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.☆14Feb 20, 2026Updated last month
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆192Aug 24, 2021Updated 4 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years 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.
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- Blockchain-based federated learning modular framework.☆45Nov 9, 2022Updated 3 years ago
- Galaxy Federated Learning Framework （星际联邦学习框架）☆254Jan 14, 2023Updated 3 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆85Jun 5, 2023Updated 2 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆71Apr 3, 2022Updated 3 years ago
- ☆13Feb 16, 2023Updated 3 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆119Apr 22, 2022Updated 3 years ago
- 完全去中心化联邦学习☆32Aug 15, 2023Updated 2 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆41Feb 7, 2024Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,071May 30, 2024Updated last year
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 4 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 6 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- LSTM network to verify trajector prediction on the NGSIM dataset based on IoV-SFDL framework☆49Jan 4, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,008Sep 3, 2022Updated 3 years ago
- ☆76Oct 30, 2023Updated 2 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated 10 months ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 4 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 2 years ago
- 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
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Feb 9, 2025Updated last year
- Secure Inference Resilient Against Malicious Clients☆15May 3, 2022Updated 3 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.
- ☆14Nov 29, 2022Updated 3 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆31Jan 25, 2023Updated 3 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Jul 7, 2022Updated 3 years ago
- personal implementation of secure aggregation protocol☆44Feb 6, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆724Mar 24, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆822Oct 20, 2025Updated 5 months ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago