Add Split bijector#82
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Adds the Split bijector similar to tpb.Split.
Together with a "Restructure" bijector, this can be used to model the probability distribution of arbitrarily complex PyTree's using simple flat based distributions.
Also updates the type hint of AbstractBijector's "inverse_and_log_det typehint" to accept a
PyTreeand not anArray.