Remove duplicate _transform_parameters method in automl algorithms
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tech debt
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- Python
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Descrizione
Both `DefaultAlgorithm` and `IterativeAlgorithm` define `_transform_parameters` method that does a lot of the same work:
- [IterativeAlgorithm](https://github.com/alteryx/evalml/blob/main/evalml/automl/automl_algorithm/iterative_algorithm.py#L401):
- [DefaultAlgortihm](https://github.com/alteryx/evalml/blob/main/evalml/automl/automl_algorithm/iterative_algorithm.py#L401)
I think we should invest in reducing the code duplication and providing a clean api for updating the pipeline parameters throughout search.
Can we do away for the logic for having to update the drop columns transformers and n_jobs parameters manually?
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