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WIP: add bounded KDE class

Matthew Pitkin requested to merge matthew-pitkin/bilby:kde into master

I have added a 1d bounded KDE class based on the version in ArviZ (itself adapted from the fastKDE function here). This accounts for boundary effects if there are hard prior bounds present.

Refs #254 (closed).

Edited by Matthew Pitkin

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