SupervisedSimulation

class coba.environments.SupervisedSimulation

A contextual bandit environment created from supervised data.

Constructors

__init__(source: Source[Iterable[Dense] | Iterable[Sparse] | Iterable[Tuple[Any, Any]]] = None, label_col: int | str = None, label_type: Literal['c', 'r', 'm'] = None, take: int = None) → None

__init__(X: Sequence[Any], Y: Sequence[Any], label_type: Literal['c', 'r', 'm']) → None

Instantiate a SupervisedSimulation.

Methods

read() → Iterable[SimulatedInteraction]

A sequence of interactions.

Remarks:

This function should always be “re-iterable”.

Attributes

params