paralytics.preprocessing package

Submodules

Classes

CategoricalBinarizer([keywords_true, …])

Finds categorical columns with binary-like response and converts them.

CategoricalGrouper([method, …])

Groups sparse observations in a categorical columns into one category.

ColumnProjector([manual_projection, …])

Projects variable types onto basic dtypes.

ColumnSelector(columns)

Limits the X to selected columns.

Imputer([columns, numerical_method, …])

Imputes missing values of the dataframe.

TypeSelector(col_type)

Limits the X to selected types.