ray-project / rayfedLinks
A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
☆96Updated last year
Alternatives and similar repositories for rayfed
Users that are interested in rayfed are comparing it to the libraries listed below
Sorting:
- A tree-based federated learning system (MLSys 2023)☆149Updated 7 months ago
- ☆15Updated 4 years ago
- A Simple High Performance Computing Framework for [Federated] Machine Learning☆242Updated 2 months ago
- Federated Learning for LLMs.☆225Updated 8 months ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆297Updated this week
- Solution for deploying and managing end-to-end federated learning workflows☆53Updated this week
- ☆44Updated 3 years ago
- Federated Deep Learning in PaddlePaddle☆511Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- Federated Learning Systems Paper List☆74Updated last year
- ☆88Updated 5 years ago
- A portable simplest oblivious transfer library.☆10Updated 4 months ago
- ☆45Updated last year
- Manage federated learning workload using cloud native technologies.☆430Updated 9 months ago
- SCQL (Secure Collaborative Query Language) is a system that allows multiple distrusting parties to run joint analysis without revealing …☆158Updated this week
- A scalable, high-performance serving system for federated learning models☆140Updated 8 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆260Updated last year
- Infrastructure for building and managing Federated Data Collaboration Network☆30Updated 8 months 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.☆76Updated 3 years ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆30Updated 2 months ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- FLEX (Federated Learning EXchange，FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Gro…☆54Updated 2 years ago
- FedAI 社区中文文档☆135Updated last year
- SecretFlow-Serving is a serving system for privacy-preserving machine learning models.☆10Updated 2 weeks ago
- Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD☆13Updated 5 years ago
- ☆57Updated last year
- vertical federated learning demo with crypten☆47Updated 3 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated 4 months ago