Github user mortada commented on the issue:
    @HyukjinKwon thanks for your help! I'm happy to complete this PR and follow 
what you suggest for testing. 
    How would the package level docstring work? The goal (which I think we all 
agree on) is to be able to let the user easily see how the input is set up for 
each function in the docstring in a self-contained way. 

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