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IPython checking in verbose_optimization.py doesn't work #31

Description

@trevorcampbell

In optimization/verbose_optimization.py, the following code tries to check whether it's being run from within an IPython notebook:

try:  # pragma: no cover
               from IPython.display import display
               from ipywidgets import IntProgress, HTML, Box, VBox, HBox
               self.text = HTML(width='100%')
               self.progress = IntProgress(min=0, max=maxiters)
               #self.progresstext = Text(width='100%', disabled=True, value='0/{}'.format(maxiters))
               self.model_show = HTML()
               self.ipython_notebook = ipython_notebook
           except:
               # Not in Ipython notebook
               self.ipython_notebook = False

but when I run code in my shell (not a notebook) that calls this, self.ipython_notebook is True after this block executes.

According to this stackoverflow post, a good way to do this check is

try:
   get_ipython
   self.ipython_notebook=True
except:
   self.ipython_notebook=False

For reference:
python 3.6.7
ipython 6.5.0
ipywidgets 7.4.0
paramz 0.9.4

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