Raise ValueError if random variables are present in the logp graph #5614
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Coverage 87.63% 87.64%
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ricardoV94
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This is a perfect illustration of the problem that's detected by this PR
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michaelosthege
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Aeppl allows for graphs containing random variables. PyMC models do not generally allow for this, with the current exception of models that include SimulatorRVs.
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Failing test seems unrelated |
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Aeppl allows for graphs containing random variables. PyMC models do not generally allow for this, with the current exception of models that include SimulatorRVs.
This PR adds a check to avoid subtle bugs when RandomVariables creep in into the logp unexpectedly, which can happen when mis-using DensityDist or Interval transforms.
Closes #5155