title: Slicing a tensor by using indices in Tensorflow
body: <p>Basically I have a 2d array and I want to do this nice numpy-like thing</p>
  
  <pre><code>noise_spec[:rows,:cols]
  </code></pre>
  
  <p>in Tensorflow. Here rows and cols are just two integers.</p>