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separate plotting from density estimation a-priori
leave some configurability which method to use?
I wanted to write some abstract density estimation intefaces anyway, for skpro (though ofc no need to use them - just saying that I have done some thinking around that topic).
We have experienced some issues with statsmodels' KDE implementation (see in-line comments in
ridgeplot._kde.estimate_density_trace()
.kde()
utility as part of the built-instatistics
module:Things to keep in mind:
ridgeplot()
arguments that are passed to statsmodels'KDEUnivariate
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