ENH: Add serialization for incremental linear models #2211
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Description
__getstate__
method toIncrementalLinearRegression
andIncrementalRidge
onedal/datatypes/data_conversion.cpp
. It is necessary because partial result for linear models contains column-major tables on C++ side. Serialization tests confirm conversion actually works well for column-major tables as well.__getstate__
method_need_to_finalize
flag is added to avoid unnecessary call of finalization backend.PR should start as a draft, then move to ready for review state after CI is passed and all applicable checkboxes are closed.
This approach ensures that reviewers don't spend extra time asking for regular requirements.
You can remove a checkbox as not applicable only if it doesn't relate to this PR in any way.
For example, PR with docs update doesn't require checkboxes for performance while PR with any change in actual code should have checkboxes and justify how this code change is expected to affect performance (or justification should be self-evident).
Checklist to comply with before moving PR from draft:
PR completeness and readability
Testing
Performance