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This repository has been archived by the owner on Jan 9, 2024. It is now read-only.
In sklearn BaseSearchCV.fit, which calls _validation._fit_and_score() with a cloned estimator for each parallel call, the cloned estimators have a new instance of column_sharer created for each subobject rather than a single instance shared by all of them (the different steps in datapreparer now do not share similar instances, so it is not a shared instance object anymore). This creates issues as when we reset a new intent in the column_sharer, it does not affect the scope or say, preprocessor.
The text was updated successfully, but these errors were encountered:
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Description
In sklearn BaseSearchCV.fit, which calls _validation._fit_and_score() with a cloned estimator for each parallel call, the cloned estimators have a new instance of column_sharer created for each subobject rather than a single instance shared by all of them (the different steps in datapreparer now do not share similar instances, so it is not a shared instance object anymore). This creates issues as when we reset a new intent in the column_sharer, it does not affect the scope or say, preprocessor.
The text was updated successfully, but these errors were encountered: