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scikit-learn API reference on the website not rendering LaTeX correctly #31593

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@DeaMariaLeon

Description

@DeaMariaLeon

Describe the bug

On the API reference on the web, formulas are shown as:

a * ||w||_1 + 0.5 * b * ||w||_2^2

Instead of

Image

(Unless it's expected!)

Steps/Code to Reproduce

Please see https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html

Expected Results

I think the formulas should look like mathematical formulas, not like LaTeX:

Image

Actual Results

a * ||w||_1 + 0.5 * b * ||w||_2^2

Versions

All releases on the website

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