# iflearner-flow

**Repository Path**: iflytek/iflearner-flow

## Basic Information

- **Project Name**: iflearner-flow
- **Description**: Iflearner Flow是一个基于底层联邦学习框架Iflearner，针对横向联邦学习建模场景下，联合多方完成联邦任务的调度平台。
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 12
- **Forks**: 5
- **Created**: 2022-09-15
- **Last Updated**: 2025-09-10

## Categories & Tags

**Categories**: machine-learning

**Tags**: iflearner, 联邦学习, 联邦学习调度平台

## README

# Iflearner-flow - A multi-party joint task security scheduling platform
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[DOCS](https://iflytek.github.io/iflearner-flow/) | [中文](https://iflytek.github.io/iflearner-flow/zh/)

Iflearner Flow is a multi-party joint task security scheduling platform based on the underlying federated learning framework [Iflearner](https://github.com/iflytek/iflearner), which for horizontal federated learning scenarios.

## Main Features
- [x] Support user-defined algorithm mirroring (mainstream deep learning algorithms can be integrated)
- [x] SMPC automatic networking (users do not need to care about network details)
- [x] Support large-scale cluster task scheduling (based on kubernetes)

## Function
- [x] Joint Job and Task Scheduling
- [x] Job real-time monitoring
- [x] REST API、CLI、SDK
- [x] Data access (local data)
- [ ] WEB

## Documentation

Iflearner Flow related documentation: [Iflearner Flow](https://iflytek.github.io/iflearner-flow/)

## License
[Apache License 2.0](https://github.com/iflytek/iflearner-flow/blob/main/LICENSE)