IndependentMultiVariateDistribution and serializing models
- Dominant language
- Python
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- 1.5k
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- Avg merge
- 1d 21h
- Merged PRs (30d)
- 47
Description
When using IndependentMultivariateDistribution for the roi priors, I am getting and error when trying to save the model usingthe serialisation rather than pickle. The save as .binpb works fine when I use the same distribution type (i.e. LogNormal) for all priors. I can save it as a pickle without any issue. (These screen shots are from a modified Colab for Meridian Getting started). Am I building the priors ok as the model builds ok and using the priors.
Contributor guide
Research direction
The report names no source file or test; begin by reproducing the failure in the modified Meridian Getting Started Colab with mixed IndependentMultivariateDistribution priors. Compare serialization to .binpb with the working same-distribution case and pickle case. Done means the mixed-prior model saves successfully through the documented serialization path.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100