Preprocessing

Examples concerning the sklearn.preprocessing module.

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

Demonstrating the different strategies of KBinsDiscretizer

Feature discretization

Feature discretization

Importance of Feature Scaling

Importance of Feature Scaling

Map data to a normal distribution

Map data to a normal distribution

Using KBinsDiscretizer to discretize continuous features

Using KBinsDiscretizer to discretize continuous features