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tensorflow's Introduction

Tensorflow 基础及实例教程

基础

创建-初始化 
共享变量

  1. 显示graph
  2. 显示图片
  • 调试

Mnist为例-[未完]   机器学习为例

初级实例

参考资料

跑实例时 一步步解析每一行代码,包括每一个变量,每一个函数 每一步的运行结果写在后面注释里面

可视化学习
嵌入可视化
图像化
直方图

算法相关

参考资料

本项目为开源项目:由[Tensorflow学生会]管理更新,TF爱好者参与

  • 一个DNN的分类例子 介绍内容:构造一个四层的DNN,用Python读取一份分类数据,并feed给DNN。一步步解析每一行代码,包括每一个变量,每一个函数

  • 一个CNN的分类例子(MNIST) 介绍内容:给出代码,并一步步解析每一行代码,包括每一个变量,每一个函数。

  • 转换image成tfrecord的例子

  • 读tfrecords,并训练网络使用tfrecords

  • end 其他需要修改的 大家提出来

tensorflow's People

Contributors

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