I did find a "workaround."  That was to 
set options.display.notebook_repr_html to False.  This gets rid of the nice 
HTML table formatting in a notebook, but also fixes the precision problem. 
 So presumably this means that the issue with the notebook_repr_html 
option, and this is a Pandas issue and not a jupyter issue.

On Wednesday, August 16, 2017 at 7:21:14 PM UTC-7, Paul Blelloch wrote:
>
> I'm finding that when I have a pandas DataFrame with float column headers, 
> they don't honor the display.precision option (or display.float_format or 
> set_eng_fload_format) in a jupyter notebook, while they do in an iPython 
> console.  The following is a snippet of code that illustrates the issue:
>
> import pandas as pd
> import numpy as np
> pd.options.display.precision = 3
> labels = np.random.rand(10)
> p = pd.DataFrame(np.random.randn(10,10),index=labels,columns=labels)
> p
>
>

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