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Description
Describe the workflow you want to enable
I want to initialize an IterativeImputer
using a KNNImputer
rather than a SimpleImputer
.
Describe your proposed solution
Modifying IterativeImputer
to accept instances of _BaseImputer
as initial_strategy
s should be fairly simple, though I'm aware it is under active development and I understand why this wouldn't be a priority. I'm happy to put together a pull request if it is likely to be accepted.
Describe alternatives you've considered, if relevant
I am not aware of any compelling alternatives.
Additional context
No response