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 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
- Automated machine learning: Review of the state-of-the-art and opportunities for healthcare☆41Oct 9, 2020Updated 5 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.
- Materials about Privacy-Preserving Machine Learning☆264Feb 2, 2026Updated 6 months ago
- 基于phe库的安全多方计算协议实现☆11Jun 1, 2022Updated 4 years ago
- Secure collaborative training and inference for XGBoost.☆108Oct 25, 2022Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆153Jan 20, 2025Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 4 years ago
- 📊 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
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Jun 10, 2021Updated 5 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- ☆26Apr 3, 2020Updated 6 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.
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- ☆40Sep 25, 2023Updated 2 years ago
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆16Apr 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 4 years ago
- INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness☆15Jun 2, 2026Updated 2 months 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
- Privacy-preserving XGBoost Inference☆51Apr 13, 2026Updated 4 months ago
- Interconnection Protocol☆20Jul 21, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- vertical federated learning demo with crypten☆48Sep 5, 2021Updated 4 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated 7 months 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
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆341Dec 5, 2021Updated 4 years ago
- Play around with NGBoost and compare with LightGBM and XGBoost☆20Jun 17, 2024Updated 2 years 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
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 5 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.
- An efficient concurrent graph processing system☆47Oct 27, 2021Updated 4 years ago
- (Keep It) Simple Stupid Database☆10Jul 16, 2017Updated 9 years ago
- A fun OS course☆19Dec 28, 2020Updated 5 years ago
- Federated posterior averaging implemented in JAX☆50Apr 13, 2023Updated 3 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
- 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