jupyter notebook中No module named 'tensorflow'

当我们在jupyter notebook中运行时可能会遇见没有某个包的情况，如下：

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
<ipython-input-1-24005895b065> in <module>
      2 import h5py
      3 import matplotlib.pyplot as plt
----> 4 import tensorflow as tf
      5 from tensorflow.python.framework import ops
      6 import tf_utils

ModuleNotFoundError: No module named 'tensorflow'

首先我的jupyter notebook是在本地设置的python3的环境deeplearning下运行的：

userdeMacBook-Pro:~ user$ conda activate deeplearning
(deeplearning) userdeMacBook-Pro:~ user$ jupyter notebook

但是很奇怪的是我python3的环境下已经安装好了tensorflow，但是jupyter中还是显示没有

(deeplearning) userdeMBP:~ user$ python
Python 3.7.2 (default, Dec 29 2018, 00:00:04) 
[Clang 4.0.1 (tags/RELEASE_401/final)] :: Anaconda, Inc. on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
>>> tensorflow.__version__
'1.13.1'
>>> 

可见安装了1.13.1版本的tensorflow

解决方法有：

打开你的anaconda navigator，按下图选择，之后apply安装就行:

 报了个错：

UnsatisfiableError: The following specifications were found to be in conflic
pytorch
tensorflow == 1.11.0
use conda info <package> to check dependencies

使用conda info tensorflow查看依赖后，发现tensorflow <= 1.12.0版本不支持python3.7，而anaconda navigator中提供的tensorflow的最高版本是1.12.0，所以我就将其降到了3.6版本，即在指定的环境deeplearning下运行：

(deeplearning) userdeMBP:~ user$ conda install python=3.6

 当然这样可能会导致一些之前安装的包的丢失,因为再import tensorflow时可见之前安装的tensorflow没了：

(deeplearning) userdeMBP:~ user$ python
Python 3.6.8 |Anaconda, Inc.| (default, Dec 29 2018, 19:04:46) 
[GCC 4.2.1 Compatible Clang 4.0.1 (tags/RELEASE_401/final)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ModuleNotFoundError: No module named 'tensorflow'

然后再安装就可以看见安装成功：

然后再查看：

(deeplearning) userdeMBP:~ user$ python
Python 3.6.8 |Anaconda, Inc.| (default, Dec 29 2018, 19:04:46) 
[GCC 4.2.1 Compatible Clang 4.0.1 (tags/RELEASE_401/final)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
>>> tensorflow.__version__
'1.12.0'
>>> 

可见相应的环境deeplearning中成功安装了tensorflow == 1.12.0版本

⚠️

如果在过程中还是有UnsatisfiableError的错，除了依赖的问题，还可以试试：

userdeMBP:~ user$ conda update conda

更新conda