使用tensorflow实现CNN-RNN-GAN代码

本例使用tensorflow框架实现深度学习模型，包括CNN、RNN、GAN等，有源码和数据

# -*- coding: utf-8 -*-

import tensorflow as tf

# Variable定义了weights作为一个变量，传入的参数是该变量的值和名字
# random_normal的是产生高斯分布的随机变量，而给定参数分别是变量的维数，期望值，方差
weights = tf.Variable（tf.random_normal（[2 2 3] mean=0 stddev=0.35） name=“weights“）

biases = tf.Variable（tf.zeros（[200]） name=“biases“）

w_twice = tf.Variable（weights.initialized_value（） * 2.0 name=“w_twice“）

# 我们定义了变量后，需要将所有变量初始化
# init_op = tf.global_variables_initializer（）
# 我们只将部分变量初始化
init_op = tf.variables_initializer（{weights w_twice}）

with tf.Session（） as sess:
    sess.run（init_op）
    print（“\n“）
    print（sess.run（weights））
    print（“\n“）
    print（sess.run（w_twice））

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2018-08-28 09:43  learning-tensorflow-master\
     文件          48  2018-03-21 17:14  learning-tensorflow-master\.gitignore
     目录           0  2018-03-21 17:14  learning-tensorflow-master\lesson1\
     文件           5  2018-03-21 17:14  learning-tensorflow-master\lesson1\.gitignore
     文件         814  2018-03-21 17:14  learning-tensorflow-master\lesson1\creation.py
     文件         819  2018-03-21 17:14  learning-tensorflow-master\lesson1\save_restore.py
     文件        1576  2018-03-21 17:14  learning-tensorflow-master\lesson1\sharing_variable.py
     目录           0  2018-03-21 17:14  learning-tensorflow-master\lesson2\
     目录           0  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\
     文件          30  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\A.csv
     文件      516027  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\AnimatedFileQueues.gif
     文件          24  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\B.csv
     文件          24  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\C.csv
     文件           0  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\D.csv
     文件        1086  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\iter_control.py
     文件         722  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\readers_samples.py
     文件         727  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\reader_sample.py
     文件         750  2018-03-21 17:14  learning-tensorflow-master\lesson2\load_data\reader_samples.py
     文件        1066  2018-03-21 17:14  learning-tensorflow-master\lesson2\queue.py
     文件        2964  2018-03-21 17:14  learning-tensorflow-master\lesson2\train_batch.py
     文件        2258  2018-03-21 17:14  learning-tensorflow-master\lesson2\train_queue.py
     目录           0  2018-03-21 17:14  learning-tensorflow-master\lesson3\
     文件          15  2018-03-21 17:14  learning-tensorflow-master\lesson3\.gitignore
     文件       10360  2018-03-21 17:14  learning-tensorflow-master\lesson3\cnn_olivettifaces.py
     文件      378233  2018-03-21 17:14  learning-tensorflow-master\lesson3\console_result.png
     文件      694130  2018-03-21 17:14  learning-tensorflow-master\lesson3\fig_result.png
     文件      118200  2018-03-21 17:14  learning-tensorflow-master\lesson3\model_design.png
     文件     1182905  2018-03-21 17:14  learning-tensorflow-master\lesson3\olivettifaces.gif
     目录           0  2018-08-27 17:16  learning-tensorflow-master\lesson4\
     文件          39  2018-03-21 17:14  learning-tensorflow-master\lesson4\.gitignore
     文件        1416  2018-03-21 17:14  learning-tensorflow-master\lesson4\BatchGenerator.py
............此处省略49个文件信息