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[DO NOT MERGE] Remove existing nullable type handlings across automl #4055
[DO NOT MERGE] Remove existing nullable type handlings across automl #4055
Commits on Mar 17, 2023
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Remove existing nullable type handling from oversampler and use _hand…
…le_nullable_types instead
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Add handle call for lgbm regressor and remove existing handling
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Add handle call for lgbm classifier
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temp broken exp smoothing tests
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Fix broken tests by initting woodwork on y in lgbm classifier
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call handle from ts imputer y ltype is downcasted value
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Only call handle_nullable_types when necessary in methods
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Remove remaining unnecessary handle calls
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Add y ww init to ts imputer back in to fix tests
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Copy X in testing nullable types to stop hiding potential incompatibi…
…lities in methods
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remove nullable type handling after sklearn upgrade fixed incompatibi…
…lities
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use common util to determine type for time series imputed integers
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Add comments around why we copy X
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remove _prepare_data from samplers
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remove tests to check if handle method is called
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remove nullable types from imputed data because of regularizer
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return unchanged ltype in nullabl;e type utils
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add back ts imputer incompatibility test
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call handle nullable types in oversampler and check schema equality
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Copy X in testing nullable types to stop hiding potential incompatibi…
…lities in methods
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Handle new oversampler nullable type incompatibility and add tests
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Remove existing nullable type handling from oversampler and use _hand…
…le_nullable_types instead
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Add handle call for lgbm classifier
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Only call handle_nullable_types when necessary in methods
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Remove remaining unnecessary handle calls
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Copy X in testing nullable types to stop hiding potential incompatibi…
…lities in methods
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remove nullable type handling after sklearn upgrade fixed incompatibi…
…lities
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Remove downcast call from imputer.py and fix tests
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remove downcast call from catboost regressor
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stop adding ohe if bool null present
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remove nullable type handling from knn imputer
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remove nullable type handling from targer imputer
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use util for ltype deciding in simple imputer
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Fix broken target imputer test
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Remove replace nullable types transformer from automl search and fix …
…tests
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Handle nullable types in lgbm classifier predict_proba
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move util to imputer utils and other fixes
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Change how imputer reinits woodwork types
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