☆179Oct 24, 2024Updated last year
Alternatives and similar repositories for research
Users that are interested in research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- THU-AIR 联邦学习隐私与安全☆13Jun 26, 2023Updated 3 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Jul 13, 2024Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆617Feb 26, 2024Updated 2 years ago
- vertical federated learning paper lists☆77Jan 5, 2021Updated 5 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,085May 30, 2024Updated 2 years ago
- 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 Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆758Mar 25, 2026Updated 3 months ago
- ☆186Mar 14, 2023Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆908Mar 24, 2023Updated 3 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- wx☆11Aug 14, 2022Updated 3 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated 2 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆736Nov 16, 2025Updated 8 months ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆419Dec 18, 2023Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,141Jan 25, 2026Updated 5 months ago
- 联邦学习☆1,152Mar 14, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 9 months ago
- Profit Allocation for Federated Learning☆26Apr 27, 2020Updated 6 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆689Jan 25, 2026Updated 5 months ago
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- Breaching privacy in federated learning scenarios for vision and text☆323Jan 24, 2026Updated 5 months ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆253Dec 2, 2023Updated 2 years ago
- 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.
- ☆14Oct 11, 2021Updated 4 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆104Jul 18, 2024Updated 2 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆28Sep 28, 2024Updated last year
- ☆47Apr 26, 2024Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,016Sep 3, 2022Updated 3 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- personal implementation of secure aggregation protocol☆44Feb 6, 2024Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- 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.
- Code and data accompanying the FedGen paper☆263Oct 31, 2024Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,003May 20, 2026Updated 2 months ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆18May 5, 2026Updated 2 months ago
- Federated Learning on object detection☆47Jul 18, 2023Updated 3 years ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,439May 7, 2024Updated 2 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆75Aug 5, 2021Updated 4 years ago