Dea María Léon

FIX fix comparison between array-like parameters when detecting non-default params for HTML representation

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#### Reference Issues/PRs Fixes #31525 #### What does this implement/fix? Explain your changes. As @glemaitre commented, we were comparing 2 different-size arrays: `param_value != init_default_params[param_name]` #### Any other comments? 😱

ENH Display fitted attributes in HTML representation

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#### Reference Issues/PRs Towards https://github.com/scikit-learn/scikit-learn/issues/26595 #### What does this implement/fix? Explain your changes. Display the (public) fitted attributes with their type. Shows also shape for array-valued attributes. #### Any other...

TST use global_random_seed in `sklearn/linear_model/tests/test_logistic.py`

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#### Reference Issues/PRs Towards https://github.com/scikit-learn/scikit-learn/issues/22827 #### What does this implement/fix? Explain your changes. #### Any other comments?

ENH Display Methods in HTML representation

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#### Reference Issues/PRs Towards https://github.com/scikit-learn/scikit-learn/issues/26595 #### What does this implement/fix? Explain your changes. Adding a table with the estimator's methods with their signature, and links to their documentation. #### Any...

ENH: Display the number of output features

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#### Reference Issues/PRs Towards #26595 #### What does this implement/fix? Explain your changes. This is part of "Display the (public) fitted attributes". #### Any other comments? Example

ENH: Order user-set parameters before default parameters on HTML Display

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#### Reference Issues/PRs This was suggested during a face to face conversation. Instead of using the `__init__` signature order, place the non-default parameters first. Note - the non-default parameters are...

#### Reference Issues/PRs #32834 #### What does this implement/fix? Explain your changes. Maybe the template/substitution can be avoided. The css doesn't change for each estimator, so why do we need...

RFC: Potential improvement of HTML Display's css logic

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I propose to remove repetition of CSS styling in `sklearn/utils/_repr_html/estimator.py`. Every time that a cell in a jupyter notebook (or similar) uses the HTML display method, a new CSS block...

FIX `remainder` parameter for column transformer visual block

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#### Reference Issues/PRs See https://github.com/scikit-learn/scikit-learn/issues/32146#issuecomment-3450807154 #### What does this implement/fix? Explain your changes. This PR corrects the ColumnTransformer dotted-line. It was wrongly including the regressor, when remainder was "passthrough". This...