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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