[refactor] Add changes from reg-cocktail

[nabenabe0928]

Changes from reg-cocktail.

[codecov[bot]]

Codecov Report

Merging #402 (b90d4df) into development (048656e) will decrease coverage by 0.27%. The diff coverage is 64.70%.

@@               Coverage Diff               @@
##           development     #402      +/-   ##
===============================================
- Coverage        84.15%   83.87%   -0.28%     
===============================================
  Files              175      175              
  Lines            10169    10167       -2     
  Branches          1747     1746       -1     
===============================================
- Hits              8558     8528      -30     
- Misses            1112     1137      +25     
- Partials           499      502       +3     

Impacted Files	Coverage Δ
autoPyTorch/data/tabular_feature_validator.py	93.18% <64.70%> (+1.04%)	:arrow_up:
...eline/components/setup/optimizer/base_optimizer.py	80.95% <0.00%> (-19.05%)	:arrow_down:
...abular_preprocessing/base_tabular_preprocessing.py	66.66% <0.00%> (-13.34%)	:arrow_down:
...ne/components/setup/lr_scheduler/base_scheduler.py	93.10% <0.00%> (-6.90%)	:arrow_down:
...up/network_initializer/base_network_initializer.py	93.54% <0.00%> (-6.46%)	:arrow_down:
.../pipeline/components/setup/network/base_network.py	88.05% <0.00%> (-5.98%)	:arrow_down:
...eature_preprocessing/SelectPercentileRegression.py	88.23% <0.00%> (-5.89%)	:arrow_down:
...nts/setup/early_preprocessor/EarlyPreprocessing.py	85.71% <0.00%> (-5.72%)	:arrow_down:
...re_preprocessing/SelectPercentileClassification.py	89.47% <0.00%> (-5.27%)	:arrow_down:
...nts/setup/network_backbone/ConvNetImageBackbone.py	96.15% <0.00%> (-3.85%)	:arrow_down:
... and 6 more

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[nabenabe0928]

Check

• test/test_pipeline/components/preprocessing/test_feature_preprocessor.py::TestFeaturePreprocessors::test_pipeline_fit_include[Nystroem-classification_numerical_and_categorical]
• test/test_api/test_base_api.py::test_pipeline_get_budget[3-50-runtime-expected1-classification_categorical_only]