Add bounded kde to default violin plotting style
We should switch the default fit_kde
method for the publication-style violin plots to include a bounded kde, especially for parameters that have support at their prior edges. It's quite easy to do this in seaborn by just defining your own fit_kde
method, see https://github.com/mwaskom/seaborn/issues/525. This could easily be added to the modified ViolinPlotter
class that already exists in PESummary, particularly since there's already a bounded_kde
method defined somewhere else in the code
Edited by Sylvia Biscoveanu