numpyro
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[add] Implementation of the Beta Negative Binomial Distribution
Implementation proposal for [Issue #2030]. So far all unit tests are passing (including documentation tests).
I have not implemented the CDF (also not available in the most recent version of scipy). Stan does seem to provide a CDF implementation. Does anyone know what is the best way to do this?