paritybit-ai / XFL
An Efficient and Easy-to-use Federated Learning Framework.
☆46Updated 11 months ago
Alternatives and similar repositories for XFL:
Users that are interested in XFL are comparing it to the libraries listed below
- FedAI 社区中文文档☆133Updated 9 months ago
- vertical federated learning paper lists☆75Updated 4 years ago
- A scalable, high-performance serving system for federated learning models☆138Updated 2 months ago
- vertical federated learning demo with crypten☆47Updated 3 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆30Updated 3 years ago
- Private set intersection implemented in Python☆100Updated 2 years ago
- The privacy computing framework based on MPC technology provides various commonly used algorithms.☆18Updated 9 months ago
- A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.☆96Updated 5 months ago
- ☆43Updated 3 years ago
- ☆36Updated 3 years ago
- 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.☆72Updated 3 years ago
- Solution for deploying and managing end-to-end federated learning workflows☆53Updated this week
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆44Updated last year
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 3 years ago
- ☆111Updated 3 years ago
- Federated Learning for LLMs.☆193Updated 2 months ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- ☆41Updated 9 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆114Updated last year
- Infrastructure for building and managing Federated Data Collaboration Network☆30Updated 2 months ago
- Manage federated learning workload using cloud native technologies.☆426Updated 3 months ago
- A Simple High Performance Computing Framework for [Federated] Machine Learning☆240Updated last month
- A tree-based federated learning system (MLSys 2023)☆145Updated last month
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆91Updated 7 months ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆56Updated last year
- FATE's Visualization Toolkit☆103Updated last month
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Codes for FedKD☆54Updated 2 years ago
- Interconnection Protocol☆15Updated 3 months ago