I don't really understand why I'd use gin. From the example ipynbs it looks like pretty much the same amount of code but in a gin file and then it spookily fill

I don't really understand why I'd use gin. From the example ipynbs it looks like pretty much the same amount of code but in a gin file and then it spookily fills in parameters for you in python. Why is this useful?