pasteur.extras.transformers#

Description

Classes

DateTransformer([span, nullable, bins, max_len])

DatetimeTransformer([span])

FixedValueTransformer([dtype, value])

The transform function of this transformer returns an empty dataframe and when reversing it returns the columns with a fixed value.

IdxTransformer([unknown_value, nullable])

Transforms categorical values of any type into integer based values.

NumericalTransformer([bins, find_edges, ...])

Clips numerical values and attaches metadata to them.

OrdinalTransformer([unknown_value, nullable])

TimeTransformer([span, nullable])