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Description
Here's a list of some unexpected behaviors of the HTML repr of meta-estimators
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Pipeline
doesn't display its named stepsThis was maybe intentional ? In comparison
FeatureUnion
does for instance -
a
Pipeline
in a meta-estimator doesn't render properly; it doesn't have the dashed borderAnother meta-estimator renders properly
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transformers of
ColumnTransformer
are expandable to show the selected columns, but there's no additional info. I think it should be explicit that these are the selected columns.Note that this could be fixed by ENH: Display the number of output features #31937
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When the inner estimator of a meta-estimator is not a meta-estimator itself, it's expandable but the dropdown is not useful anymore (it's the non-html repr of the estimator basically):
Now that we have the parameter table, it's not useful anymore to have the additional repr which is redundant and less informative. I'd be in favor of removing the dropdown
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When the inner estimator of a meta-estimator is a meta-estimator itself, it's expandable but sometimes there's no dropdown or the dropdown is the non-html repr of the meta-estimator, and there's no parameter table.
I think that it should display the parameter table instead in both cases