Formatting of dataframe index and columns using styler

I am quite new with html and the pandas dataframe styler, but here is my problem:

I wrote the following code

import pandas as pd

df = pd.DataFrame([1000000.0, 1000000.0], index=pd.bdate_range('2017-08-01', '2017-08-02'))

styler = df.style
styler = styler.format("{:,.0f}")
styler = styler.set_properties(**{'width': '100px', 'text-align': 'right'})

Which yield the following

I understand how to format the various elements of the dataframe I am working with. However, I would like to format my index and column title. In particular, i would like to format my index as a date without the time, and I would like to align my column name to the right, like I did with my values. More specifically, is there an efficient to access the index and columns in the pandas styler.