# New Feature Pull Request

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Before proceeding, please confirm that:
1. The changes have been discussed with the maintainers
2. A plan has been agreed upon
3. The related issue has been assigned to you
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## Description

<!-- Please include a summary of the new feature -->

Fixes #<!-- issue number -->

## Checklist

- [ ] I have read the contributing guidelines
- [ ] I have added tests that verify the feature works
- [ ] I have added necessary documentation:
  - [ ] Docstrings for new functions/classes
  - [ ] API documentation if applicable
  - [ ] Example notebook or script demonstrating usage
- [ ] I have added an entry to CHANGES.rst describing the feature
- [ ] My code follows the code style of this project
- [ ] I have checked my code and corrected any misspellings

If the feature inherits from `SingleColumnTransformer`:
- [ ] `get_feature_names_out` has been implemented

## How Has This Been Tested?

<!-- Please describe the tests that you ran to verify your changes -->

## Example Usage

<!-- Please provide a minimal example of how to use this feature -->

## Additional Notes

<!-- Add any other context about the PR here -->
