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
- Federated Learning for LLMs.☆229Updated 9 months ago
- A Simple High Performance Computing Framework for [Federated] Machine Learning☆242Updated 3 months ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆302Updated last week
- Federated Deep Learning in PaddlePaddle☆511Updated 2 years ago
- ☆15Updated 4 years ago
- Solution for deploying and managing end-to-end federated learning workflows☆53Updated this week
- ☆88Updated 5 years ago
- A portable simplest oblivious transfer library.☆10Updated 5 months ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- Federated Learning Systems Paper List☆75Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆262Updated last year
- ☆44Updated 3 years ago
- Manage federated learning workload using cloud native technologies.☆430Updated 10 months ago
- SCQL (Secure Collaborative Query Language) is a system that allows multiple distrusting parties to run joint analysis without revealing …☆162Updated last week
- vertical federated learning demo with crypten☆47Updated 4 years ago
- A scalable, high-performance serving system for federated learning models☆140Updated 9 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆400Updated last year
- ☆45Updated last year
- Private set intersection implemented in Python☆102Updated 3 years ago
- FATE's Visualization Toolkit☆107Updated 8 months ago
- Infrastructure for building and managing Federated Data Collaboration Network☆30Updated 9 months ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆30Updated 3 months ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆98Updated last year
- FedAI 社区中文文档☆136Updated last year
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD☆13Updated 5 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆46Updated last year
- SecretPad is a privacy-preserving computing web platform based on the Kuscia framework, designed to provide easy access to privacy-prese…☆48Updated last month