# 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**: 2025-08-03

## Categories & Tags

**Categories**: machine-learning

**Tags**: iflearner, 联邦学习, 联邦学习调度平台

## README

# Iflearner-flow

![](https://img.shields.io/badge/language-python-blue.svg)
[![Forks](https://img.shields.io/github/forks/iflytek/iflearner-flow)](https://img.shields.io/github/forks/iflytek/iflearner-flow)
[![Stars](https://img.shields.io/github/stars/iflytek/iflearner-flow)](https://img.shields.io/github/stars/iflytek/iflearner-flow)
[![Contributors](https://img.shields.io/github/contributors/iflytek/iflearner-flow)](https://github.com/iflytek/iflearner-flow/graphs/contributors)
[![Docs](https://github.com/iflytek/iflearner-flow/actions/workflows/deploy_doc.yaml/badge.svg)](https://github.com/iflytek/iflearner-flow/actions/workflows/deploy_doc.yaml)
[![Pypi](https://github.com/iflytek/iflearner-flow/actions/workflows/publish_pypi.yaml/badge.svg)](https://github.com/iflytek/iflearner-flow/actions/workflows/publish_pypi.yaml)
[![License: Apache2.0](https://img.shields.io/github/license/iflytek/iflearner-flow)](https://github.com/iflytek/iflearner-flow/blob/main/LICENSE)

[DOCS](https://iflytek.github.io/iflearner-flow/) | [English](https://iflytek.github.io/iflearner-flow/)

Iflearner Flow是一个基于底层联邦学习框架[Iflearner](https://github.com/iflytek/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。

## 主要特性
- [x] 支持用户自定义算法镜像(深度学习主流算法均可集成)
- [x] SMPC自动组网(用户无需关心网络细节)
- [x] 支持大规模集群任务调度(基于kubernetes)

## 功能
- [x] 联合作业和任务调度
- [x] 作业实时监控
- [x] REST API、CLI、SDK
- [x] 数据接入(本地数据)
- [ ] WEB

## 文档

Iflearner Flow相关文档:[Iflearner Flow](https://iflytek.github.io/iflearner-flow/zh/)

## License
[Apache License 2.0](LICENSE)