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Likelihood weighted inference does not return a table over all possible assignments #49

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tawheeler opened this issue Jan 5, 2017 · 1 comment
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Likelihood weighted inference does not return a table over all possible assignments #49

tawheeler opened this issue Jan 5, 2017 · 1 comment

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@tawheeler
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Running infer with a LikelihoodWeightingInference when some assignments have zero (or very low) likelihood will cause them to not show up in the samples. In these cases, the DataFrame returned will not have rows for those assignments.

It would be good to have a complete DataFrame factor, with entries for each assignment, even if the probability is zero.
@tawheeler
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@hamzaelsaawy - if you could address this that'd be great. If you have a new discrete factor type we can use that too.

@tawheeler tawheeler mentioned this issue Jan 5, 2017
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@tawheeler