Preprocessing¶
Examples concerning the sklearn.preprocessing
module.
![Compare the effect of different scalers on data with outliers](../../_images/sphx_glr_plot_all_scaling_thumb.png)
Compare the effect of different scalers on data with outliers
Compare the effect of different scalers on data with outliers
![Demonstrating the different strategies of KBinsDiscretizer](../../_images/sphx_glr_plot_discretization_strategies_thumb.png)
Demonstrating the different strategies of KBinsDiscretizer
Demonstrating the different strategies of KBinsDiscretizer
![Using KBinsDiscretizer to discretize continuous features](../../_images/sphx_glr_plot_discretization_thumb.png)
Using KBinsDiscretizer to discretize continuous features
Using KBinsDiscretizer to discretize continuous features