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Introduce a SkrubEstimator to have docs in HTML display #1247

@GaelVaroquaux

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@GaelVaroquaux

Scikit-learn estimators, and subclasses, have a mechanism to link to the help page (the question mark on the display):
Image

When we subclass in skrub, we must indicate the logic to link to the docs (there is a subclassing mechanism, explained here: https://scikit-learn.org/dev/developers/develop.html#developer-api-for-html-representation).

We should introduce a SkrubEstimator that does this, and systematically inherit from it.

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