python+tensorflow 学习记录

1. tensor原理，关于Graph和Session
   https://www.jb51.net/article/185243.htm

2. 关于tf.variable_scope
   简单的理解：https://www.cnblogs.com/MY0213/p/9208503.html
   复杂的理解：https://www.zhihu.com/question/54513728

3. 关于slim.arg_scope
   https://blog.csdn.net/u013921430/article/details/80915696

4. for循环 and enumerate
   https://blog.csdn.net/abc13526222160/article/details/84259915

5. slim.conv2d 跳转问题
   https://blog.csdn.net/fearlesslpp/article/details/89609961

6. 关于get_shape().as_list()
   https://blog.csdn.net/m0_37393514/article/details/82226754

7. Python中的*args和**kwargs
   https://www.jianshu.com/p/0ed914608a2c

8. functools.partial模块
   https://blog.csdn.net/weixin_34910922/article/details/107872647?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-1.control&dist_request_id=&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-1.control

9. 三个概念：Epoch, Batch, Iteration
   https://www.jianshu.com/p/22c50ded4cf7

10. 权重衰减（L2正则化）
    https://blog.csdn.net/program_developer/article/details/80867468

11. tf.data.Dataset.slices()
    https://blog.csdn.net/qq_45465526/article/details/108939917

12. Dataset 中的 Iterator
    https://blog.csdn.net/briblue/article/details/80962728

13. tf.train.exponential_decay()用法
    https://blog.csdn.net/lllxxq141592654/article/details/84110600

14. slim.learning 函数
    https://www.aiuai.cn/aifarm690.html

15. slim函数介绍
    https://blog.csdn.net/MOU_IT/article/details/82810953

16. tensorflow命令行参数：tf.app.flags.FLAGS
    https://blog.csdn.net/dcrmg/article/details/79658725

17. tf.assign()函数
    https://blog.csdn.net/a19990412/article/details/82917734

18. class (object)中继承类object的作用
    https://blog.csdn.net/DeepOscar/article/details/80947155/

19. 类class及其方法, self, cls
    https://www.cnblogs.com/panwenbin-logs/p/5634788.html
    https://www.cnblogs.com/wupeiqi/p/4493506.html

20. class方法中的super()函数
    https://www.runoob.com/python/python-func-super.html

21. 详解__setattr__、getattr、getattribute
    https://www.jianshu.com/p/b823eef59488
    https://www.cnblogs.com/wwxbi/p/7751778.html
    __str__方法 https://blog.csdn.net/a984120978/article/details/81160958

22. 枚举enum.Enum
    https://www.cnblogs.com/-beyond/p/9777329.html

23. lambda表达式，isinstance()判断一个对象是否是一个已知的类型，类似 type()
    https://www.cnblogs.com/evening/archive/2012/03/29/2423554.html
    https://www.runoob.com/python/python-func-isinstance.html

24. try: except语句
    https://blog.csdn.net/m0_37822685/article/details/80259402

25. Set intersection() 方法
    https://www.runoob.com/python3/ref-set-intersection.html

26. Python中append和extend的区别
    https://www.cnblogs.com/subic/p/6553187.html

27. #!/usr/bin/env python3 的作用
    https://www.jianshu.com/p/400c612381dd

28. yield 使用浅析
    https://www.runoob.com/w3cnote/python-yield-used-analysis.html

29. python 复制，浅拷贝，深拷贝
    https://www.cnblogs.com/xueli/p/4952063.html