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DistributionLambda for LikelihoodLayer #7

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st-- opened this issue Mar 30, 2021 · 0 comments
Open

DistributionLambda for LikelihoodLayer #7

st-- opened this issue Mar 30, 2021 · 0 comments
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enhancement New feature or request help wanted Extra attention is needed

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@st--
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st-- commented Mar 30, 2021

The likelihood layer could be a DistributionLambda that returns the appropriate tfp distribution - in general, this would be a MixtureSameFamily of the tfp distribution describing the likelihood. This is closely related to GPflow/GPflow#1345 and might require some work/coordination with GPflow upstream. We'd like to keep the analytic variational expectations (part of GPflow, not part of tfp distributions). At a minimum, we could create an explicit mapping between gpflow likelihoods and tfp distributions.

@st-- st-- added enhancement New feature or request help wanted Extra attention is needed labels Mar 31, 2021
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enhancement New feature or request help wanted Extra attention is needed
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