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[ENH] refactor _clone
to a plugin structure
#381
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This reverts commit 91a876d.
This reverts commit a8dd391.
This reverts commit 35f686a.
This reverts commit 8efb6ed.
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This PR refactors the current
_clone
logic, which had a lot of if/else case distinctions (as in thesklearn
native code) to a list of plugins that can be extended.Above the refactor, it also adds a
sklearn
specific plugin that dispatches tosklearn
clone, ensuring that configs get cloned as well.An approach to sktime/sktime#7333, which would be solved directly after update.
An alternative to #380, with advantages:
sklearn
compatibility is automatic, for any dependency ofskbase
dict
supportA test for sktime/sktime#7333, namely that output configs are retained in
sklearn
objects, has been added.