Combine rows based on values of one column whilst averaging combined values in another column

Question

I have a dataframe that looks a little like this:

Date          Score
01-01-2017    0.62
01-01-2017    0.13
03-04-2017    -0.84
03-04-2017    -0.27
17-09-2018