piglot.utils.response_transformer.AffineTransformResponse

class AffineTransformResponse(x_scale: float = 1.0, x_offset: float = 0.0, y_scale: float = 1.0, y_offset: float = 0.0)[source]

Bases: ResponseTransformer

Affine transformation of a response transformer.

Methods

Transform the input data.

__call__(x_old: ndarray, y_old: ndarray) → Tuple[ndarray, ndarray]

Transform a response function.

Parameters

x_oldnp.ndarray: Original time grid.
y_oldnp.ndarray: Original values.

Returns

Tuple[np.ndarray, np.ndarray]: Transformed time grid and values.

transform(response: OutputResult) → OutputResult[source]

Transform the input data.

Parameters

responseOutputResult: Time and data points of the response.

Returns

OutputResult: Transformed time and data points of the response.