title: Tensorflow version different in conda env & jupyter notebook
body: <p>I created a conda env and installed tensorflow 1.4</p>
  
  <pre><code>pip install tensorflow==1.4
  </code></pre>
  
  <p>This installed, and from within the environment, when i type</p>
  
  <pre><code>import tensorflow as tf
  tf.__version__
  </code></pre>
  
  <p>it prints <code>'1.4.0'</code></p>
  
  <p>Now, i open jupyter notebook from the same environment, and when i type the same in the notebook, it gives me <code>1.10.0</code></p>
  
  <p>How is this possible? Jupyter notebook should take the same libraries within which it is running. How does it have a different version of tensorflow</p>
  
  <p>And btw I'm concerned with this because i wanna use 1.4.0 in my notebook</p>