Impute

class coba.environments.Impute

Impute missing values (nan) in Interaction contexts.

Constructors

__init__(stat: Literal['mean', 'median', 'mode'] = 'mean', indicator: bool = True, using: int | None = None)

Impute missing data.

Parameters:

stats – The statistic to use for imputation.
indicator – Indicates whether a binary feature should be added for missingness.
using – The number of interactions to use to calculate imputation statistics.

Methods

filter(interactions: Iterable[Interaction]) → Iterable[Interaction]: Apply filter to an Environment’s interactions.

Attributes