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Add ImproperUniform#85

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gvcallen wants to merge 3 commits into
lockwo:mainfrom
gvcallen:improper_uniform
Open

Add ImproperUniform#85
gvcallen wants to merge 3 commits into
lockwo:mainfrom
gvcallen:improper_uniform

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@gvcallen gvcallen commented May 7, 2026

This is the canonical "Identity distribution". I've found that I've needed it as a placeholder many times when dealing with complex PyTrees.

For example, in my library Parax (which uses distreqx), you can attach distributions as metadata to PyTree nodes and then using tree_joint to extract the joint distribution over the resultant PyTree. Without an "identity" distribution, users cannot have raw JAX array's and Parax variables alongside.

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