Categorical transformer

fyt.registries.categorical_transformer

CategoricalTransformerRegistry

Bases: ComponentRegistry[BaseEstimator]

Registry for categorical transformation strategies.

Note

Categorical transformation strategies are designed to convert categorical features into a numerical format that can be used by machine learning models. Common strategies include ordinal encoding, which assigns a unique integer to each category, and one-hot encoding, which creates binary columns for each category.