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Latex formula in Pandas DataFrame

I want to make a Pandas DataFrame in which some columns are of Latex formula ( IPython.core.display.Latex ) type. When I display the DataFrame in Jupyter Notebook, the formulae are not displayed, instead I see only the type name. Is there any way to show the formulae when they are some elements of a Pandas DF?

import pandas as pd
from IPython.display import Latex

my_dict = {'Case1':{'Formula1':Latex('$$x^{-1}$$'), 'Formula2':Latex('$$x^2$$')},
           'Case2':{'Formula1':Latex('$$x^{-2}$$'), 'Formula2':Latex('$$x^4$$')}}

df = pd.DataFrame(my_dict)
display(df.transpose())

Interestingly, if you output only one field of the dataframe it works:

df['Case1']['Formula1']

𝑥−1

However, when the whole dataframe is taken into account you cannot use Latex objects. It is enough to use only LaTeX formulas between $$ characters:

my_dict = {'Case1':{'Formula1':'$$x^{-1}$$', 'Formula2':'$$x^2$$'},
           'Case2':{'Formula1':'$$x^{-2}$$', 'Formula2':'$$x^4$$'}}
df = pd.DataFrame(my_dict)
display(df.transpose())

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