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As per #35 I added in support for custom quantile spacing and demonstrated its use in the demo notebook.
Even though I'm already making this pull request, I'm still considering revising the demo notebook to not alter the original example (as I did for this quick and dirty hacked in function) but instead to add it as a new example at the end before recomputing the KLD.