Sequential table transformer

[lars-reimann]

Is your feature request related to a problem?

It's annoying to fit multiple transformers or sequentially transform a table using multiple transformers. This is also a very common operation.

Desired solution

New class SequentialTableTransformer.

• Superclass: InvertibleTableTransformer
• Constructor parameters:
  • transformers: list[TableTransformer]
• fit:
  • Fit the first transformer with the given table
  • Transform the table with the first transformer and fit the second transformer with the transformed table
  • Repeat for the following transformers
• transform:
  • Transform the table with the first transformer
  • Transform the result with the second transformer
  • Repeat for the following transformers
• inverse_transform:
  • Raise an error if any transformer is not invertible
  • Inverse-transform the table with the last transformer
  • Inverse-transform the result with the second-to-last transformer
  • Repeat for the following transformers

Possible alternatives (optional)

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Additional Context (optional)

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