greta-dev / greta-dev/greta

Use more tfp distributions

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Description

In recent [updates](https://github.com/tensorflow/probability/releases) of tensorflow_probability the Pareto and LKJ distributions have been added. We currently include these distributions 'by hand'; should we rewrite the implementations of these using the new tfp distributions?

Also, I notice that the Cauchy distribution is also implemented 'by hand' despite it's inclusion in tfp (though there is probably a good reason for this)

All the best!

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