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What should be the default EpiAware metric shape be? #248

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SamuelBrand1 opened this issue Jun 3, 2024 · 0 comments
Open

What should be the default EpiAware metric shape be? #248

SamuelBrand1 opened this issue Jun 3, 2024 · 0 comments
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@SamuelBrand1
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At the moment our default is that NUTS sampling has a diagonal metric shape.

Should we change this to DenseEuclideanMetric by default, given that this approach might be pretty inefficient if we posterior correlation. This is associated with #238 because adding pathfinder metric makes it easier to estimate a "good" dense kinetic energy metric.

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