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Non-bijective deterministic objective #1405

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YanniPapandreou opened this issue May 14, 2022 · 1 comment
Open

Non-bijective deterministic objective #1405

YanniPapandreou opened this issue May 14, 2022 · 1 comment

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@YanniPapandreou
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Hi, I have been using numpyro for my research and have been finding it very useful!

I had a quick question which isn't clear to me from the documentation. Is there a way to have an observation I want to condition on be the result of a non-bijective deterministic function? I saw in this issue #932 that this can be done using the TransformedDistribution API with a bijective transform. Is this not possible with a non-bijective transform?

@fehiepsi fehiepsi added enhancement New feature or request question Further information is requested discussion and removed enhancement New feature or request labels May 14, 2022
@Joshuaalbert
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Use nested sampling, JAXNS can handling arbitrary probability models. JAXNS is integrated with numpyro.

@fehiepsi fehiepsi removed the question Further information is requested label Jun 30, 2024
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