Github user HyukjinKwon commented on the issue:
    I haven't checked if package level docstring can define global level 
variables to be accessed from other docstrings. So, I would like to defer this 
to @holdenk (if you are not sure too, then we all together can look into this 
    I think it'd better if we follow @holdenk's comment first as I blieve this 
requires minimal change first and let's see if we all agree with fixing it in 
that way. If not, we could follow my comment as a safe choice.

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