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gflminiprogram's Introduction

联邦学习应用

+
|-- client               前台-微信小程序
|-- clientManager        用户本地数据管理服务器（已放弃）
|-- back                 后台
|-- docs                 一些必要的文档
|-- fileServer           模型文件服务器
|-- server               后端
|-- gin-test             初次使用gin
|-- tensorFlowExperiment tensorFlow实验
|-- testData             测试数据
|-- .gitignore           git提交忽略文件

关于模型所需要的数据

目前支持两种形式的数据的输入

  1. image + value 默认支持one-hot操作
  2. values + value
  3. 支持用户自定义数据处理及训练方式

默认value是输出值，同时value还支持是否进行one-hot操作，并需要输入one-hot的大小

测试时，使用波士顿房价 和 手写数字识别 的数据

在推广时，可以这样讲。

  • 一个让研究者有收集和分析本地数据的的真实的、可推广的、可运营的开源项目。

  • 一个让用户可以无忧分享任何敏感数据的软件

License

Apache License 2.0

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