/TensorFlow_in_Action_code

TensorFlow in Action code by 黄文坚

Primary LanguagePython

TensorFlow in Action code

Anaconda3 install

$ conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
$ conda config --set show_channel_urls yes

### 安装python kernel for Tensroflow
```shell
ipython kernelspec install-self --user

start tensorflow

$ source activate tensorflow
$ python
$ import tensorflow as tf
$ tf.__version__

CSDN blog

  • 3.2_HelloWorld.py

TensorFlow 识别MINIST手写数字

  • 4.2_AutoEncoer.py

TensorFlow 实现自编码器

  • 4.4_MLP.py

TensorFlow 实现多层感知机

  • 5.2_CNN_MNIST.py

TensorFlow 实现简单卷积网络

  • 5.3_CNN_CIFAR10.py

TensorFlow 实现进阶卷积网络

  • 6.1_AlexNet.py

TensorFlow 实现AlexNet

  • 6.2_VGG.py

TensorFlow 实现VGGNet

  • 6.3_InceptionNet.py

TensorFlow 实现GoogLeNet

  • 6.4_ResNet.py

TensorFlow 实现ResNet