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:
- Federated Learning on XGBoost☆46Oct 13, 2019Updated 6 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- Sketched SGD☆29Jul 4, 2020Updated 6 years ago
- Secure collaborative training and inference for XGBoost.☆108Oct 25, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- ☆26Apr 3, 2020Updated 6 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆11Jul 14, 2021Updated 5 years ago
- ☆40Sep 25, 2023Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 4 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Jul 20, 2023Updated 3 years ago
- reveal the vulnerabilities of SplitNN☆32Jun 16, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Privacy-preserving XGBoost Inference☆51Apr 13, 2026Updated 5 months ago
- Federated gradient boosted decision tree learning☆68Apr 17, 2023Updated 3 years ago
- vertical federated learning demo with crypten☆48Sep 5, 2021Updated 5 years ago
- ☆450Apr 28, 2026Updated 4 months ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated 8 months ago
- ☆31Mar 2, 2023Updated 3 years ago
- 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
- 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
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 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.
- Play around with NGBoost and compare with LightGBM and XGBoost☆20Jun 17, 2024Updated 2 years ago
- Animals3D: Learning Articulated Shape with Keypoint Pseudo-labels from Web Images (CVPR 2023)☆15May 20, 2024Updated 2 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
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 6 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
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 5 years ago
- (Keep It) Simple Stupid Database☆10Jul 16, 2017Updated 9 years ago
- A fun OS course☆19Dec 28, 2020Updated 5 years ago
- Gradient-Leakage Resilient Federated Learning☆15Jul 25, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- A Privacy-Preserving Framework Based on TensorFlow☆551Apr 26, 2022Updated 4 years ago
- Mastodoner is a command line tool (and Python library) for archiving Mastodon, a decentralized micro-blogging social network.☆13Oct 21, 2024Updated last year
- Everything about federated learning. Your contribution is highly valued!☆29Jul 8, 2021Updated 5 years ago
- List of papers on Hallucination in LMM☆10Nov 29, 2023Updated 2 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 7 years ago
- CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where b…☆24Mar 16, 2022Updated 4 years ago