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Performance Suggestion: Add "compiled" model support #1203

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@carldlaird

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@carldlaird

This issue considers the addition of "compiled" models. That is, if we have a model that we know we want to re-solve repeatedly with small changes, can we generate a "compiled" version of some sort that allows us to do this much more rapidly.

I (@carldlaird) have prototyped a version for linear models that allows some changes.

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