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Add `opt_sample` that performs optimizations prior to calling `pymc.sample` #396

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ricardoV94 wants to merge 3 commits into pymc-devs:main from ricardoV94:add_opt_sample

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Add `opt_sample` that performs optimizations prior to calling `pymc.sample` #396

Add Beta-Binomial conjugacy optimization

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