8000 Examples should better illustrate the value of scaling · Issue #7779 · scikit-learn/scikit-learn · GitHub
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Examples should better illustrate the value of scaling #7779
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@jnothman

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@jnothman

Feature scaling can be important for factors such as learning rate, numerical stability and regularisation. While we provide a useful set of tools for scaling, and apply StandardScaler in 12-or-so examples, it would be good to have examples that illustrate the impact/need for scaling, or why not, for datasets whose feature spaces have different shapes.

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    DocumentationModerateAnything that requires some knowledge of conventions and best practices

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