title: Problem loading ML model saved using joblib/pickle
body: <p>I saved a jupyter notebook <code>.pynb</code> file to <code>.pickle</code> format using <code>joblib.</code></p>
  <p>My ML model is built using pandas, numpy and the <code>statsmodels</code> python library.</p>
  <p>I saved the fitted model to a variable called <code>fitted_model</code> and here is how I used joblib:</p>
  <pre><code>from sklearn.externals import joblib
  # Save RL_Model to file in the current working directory
  
  joblib_file = &quot;joblib_RL_Model.pkl&quot;  
  joblib.dump(fitted_model, joblib_file)
  </code></pre>
  <p>I get this as output:</p>
  <pre><code>['joblib_RL_Model.pkl']
  </code></pre>
  <p>But when I try to load from file, in a new jupyter notebook, using:</p>
  <pre><code># Load from file
  joblib_file = &quot;joblib_RL_Model.pkl&quot;  
  joblib_LR_model = joblib.load(joblib_file)
  joblib_LR_model
  </code></pre>
  <p>I only get this back:
  <strong>&lt;statsmodels.tsa.holtwinters.HoltWintersResultsWrapper at 0xa1a8a0ba8&gt;</strong></p>
  <p>and no model. I was expecting to see the model load there and see the graph outputs as per original notebook.</p>