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JointDistribution wraps and unwraps X and Y #161

@pawel-czyz

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@pawel-czyz

Currently the JointDistribution wraps and unwraps X and Y samples into one array XY by concatenation and slicing.

This is suboptimal: for example, X and Y need to have the same dtype and working with continuous and categorical variables requires manual casting.

Instead, we can use JointDistribution from TFP on JAX.

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