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```
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Notice that the support of `σ` is constrained to be positive.
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Notice that the support of `σ` is constrained to be positive.
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Since most VI algorithms assume an unconstrained Euclidean support, we will apply a change-of-variable by a bijective map (a *bijector*) to the posterior to make it unconstrained.
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For this, we will use the [`Bijectors`](https://github.com/TuringLang/Bijectors.jl) package.
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