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Description
The problem
This method is not JAX compatible (simple fix).
It is also "ambiguous" in the sense that "vectorized_map" does not indicate the nature of the transformation - a vectorized map in this context could either be the state of a differential equation or an operator that acts on states, and both are subject to different transformation rules. It currently implements the operator transformation, and there is no way to do a vectorized state transformation.
Suggestion
JAX fix is easy - I think there is a single usage of np that can be changed to unp. Along with this though, tests need to be added that would have caught this. I don't believe this method is being tested anywhere.
For the ambiguity, this method should be renamed vectorized_map -> vectorized_operator, and the equivalent vectorized_state method should also be added. There also isn't an out_of_frame version of this function, so one should be added for each of the operator and state methods.