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I was wondering if it is possible for you to add posterior sampling to PVAE model. The problem with prior sampling is that the embedding space could be sparse and in this case prior sampling would do …
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Follow up from #515 and #514
Goal:
- don't call fit but use a mocked posterior for testing majority of the methods
- call fit and check for convergence and mark test as slow
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Description:
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**What we have already**
In CUQIpy, gradient-based sampling methods (including NUTS) can use FD gradient. This is done by enabling the FD gradient for the target before pas…
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Thanks for this super cool package for a "JAX version" of posteriordb.
I was wondering, however, if these models implement transforms to constrain and unconstrain parameters from posterior space to…
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Investigate a sparse encoding of genotype posteriors. E.g. an equivalent to the `PP` field (phred-scaled probabilities) in which zeoro values are omitted. This can be represented as a map of genotype …
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WRF hydro is gauge locations which are all identity obs
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I just wanted to create an issue associated with the discussion at #591. For convenience, my most recent reply was:
The PDA code does already save a post.distns data frame formatted just like the one…
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The following is not a posterior as such and should hence be handled a little differently.
https://github.com/stan-dev/stat_comp_benchmarks/tree/master/benchmarks/low_dim_corr_gauss
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Currently, users are left somewhat blind as to the model-implied trait values for taxa. This is important because this can help users better understand the trait spaces in the flowfield and selection …