Scale

class coba.environments.Scale

Scale and shift features.

Constructors

__init__(shift: Number | Literal['min', 'mean', 'median'] = 0, scale: Number | Literal['minmax', 'std', 'iqr', 'maxabs'] = 'minmax', target: Literal['context'] = 'context', using: int | None = None)

Instantiate a Scale filter.

Parameters:

• shift – The statistic to use to shift each context feature.

• scale – The statistic to use to scale each context feature.

• target – The target data we wish to scale in the environment.

• using – The number of interactions to use when calculating the necessary statistics.

Methods

filter(interactions: Iterable[Interaction]) → Iterable[Interaction]

Apply filter to an Environment’s interactions.

Attributes

params