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If I understand correctly (since as a user I was hugely confused :)) that means that edward does not support Poisson as of yet? But it is still possible to instantiate a Poisson random variable since tensorflow provides it as a distribution (with le pmf or logpmf being the minimal requirement to be a valid distribution)?
I recommend looking at the Advanced Settings in http://edwardlib.org/api/model-development. It shows how you can implement your own sampling if desired, or how to instantiate a Poisson just as a likelihood if you don't want to implement sampling.
when trying to instantiate a random variable that does not have sampling, we get
this error is a huge point of confusion for our users. we should catch this error and raise our own with a more informative message.
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