Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers
☆92Apr 23, 2022Updated 4 years ago
Alternatives and similar repositories for fedlearn-algo
Users that are interested in fedlearn-algo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 联邦学习系统,包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.☆80Jan 13, 2022Updated 4 years ago
- Federated Learning on XGBoost☆46Oct 13, 2019Updated 7 years ago
- Secure collaborative training and inference for XGBoost.☆108Oct 25, 2022Updated 4 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- ☆19Oct 24, 2021Updated 5 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.
- Automated machine learning: Review of the state-of-the-art and opportunities for healthcare☆41Oct 9, 2020Updated 6 years ago
- 联邦学习安全聚合代码☆13Jul 20, 2024Updated 2 years ago
- Sketched SGD☆29Jul 4, 2020Updated 6 years ago
- A secure computation by secret sharing scheme for multiplication☆11May 4, 2022Updated 4 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆19Dec 5, 2023Updated 2 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆10Jul 14, 2021Updated 5 years ago
- Paper Notes in MPC with Applications to PPML☆71Mar 22, 2024Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆58Oct 19, 2023Updated 3 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.
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆19Aug 3, 2026Updated 2 months ago
- ☆451Apr 28, 2026Updated 6 months ago
- ☆12Dec 9, 2020Updated 5 years ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- Implementation of SortingHat: Efficient Private Decision Tree Evaluation via Homomorphic Encryption and Transciphering.☆22Aug 7, 2022Updated 4 years ago
- SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network☆12Mar 24, 2022Updated 4 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 5 years ago
- vertical federated learning demo with crypten☆48Sep 5, 2021Updated 5 years ago
- Privacy-preserving XGBoost Inference☆51Apr 13, 2026Updated 6 months 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.
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Oct 20, 2026Updated last week
- WeFe ( WeLab Federated Learning ) 是 Welab 汇立集团子公司[天冕科技](https://www.tianmiantech.com )发起的开源项目,为联邦学习生态系统提供了一套好用的可靠的企业级联邦学习平台。☆147Apr 16, 2025Updated last year
- FLEX (Federated Learning EXchange,FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Gro…☆55Feb 28, 2023Updated 3 years ago
- Interconnection Protocol☆20Jul 21, 2025Updated last year
- ☆216Feb 25, 2025Updated last year
- Play around with NGBoost and compare with LightGBM and XGBoost☆20Jun 17, 2024Updated 2 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 5 years ago
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Apr 10, 2022Updated 4 years ago
- This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…☆10Nov 16, 2016Updated 9 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆20Nov 5, 2020Updated 5 years ago
- resources of Digital Image Processing Using MATLAB 2nd ed☆14Apr 1, 2018Updated 8 years ago
- ☆29Dec 23, 2023Updated 2 years ago
- List of papers on Hallucination in LMM☆10Nov 29, 2023Updated 2 years ago
- An Efficient and Easy-to-use Federated Learning Framework.☆44Mar 17, 2026Updated 7 months ago
- Everything about federated learning. Your contribution is highly valued!☆29Jul 8, 2021Updated 5 years ago
- Various material around private machine learning, some associated with blog☆147Sep 9, 2019Updated 7 years ago