title: Is it possible to use output_file instead of show_in_notebook when displaying LIME explanation results?
body: <p>I am quite new to Python and I have just discovered LIME for model prediction interpretation, I have followed code from this tutorial: <a href="https://www.kaggle.com/emanceau/interpreting-machine-learning-lime-explainer" rel="nofollow noreferrer">https://www.kaggle.com/emanceau/interpreting-machine-learning-lime-explainer</a></p>
  
  <p>I am wondering if there is a way of displaying the explanations as they are shown in Jupyter notebook without using notebook, i.e running python on a text editor. I have seen something about output_file but I can't figure out how to implement it with lime. I am hoping to see something like what is shown in notebook:</p>
  
  <p><a href="https://images.app.goo.gl/ZRP2tv9PXDtBxKcx6" rel="nofollow noreferrer">show_in_notebook img</a></p>
  
  <p>Is this possible, or do I need to start using Jupyter Notebook?</p>