Scaler

class reservoirflow.scalers.Scaler(output_range: tuple | None = None, input_range: tuple | None = None)

Bases: ABC

Abstract scaler class.

Attention

This is an abstract class and can’t be instantiated. This class is only used as a parent for other classes of scalers module.

Returns:

Scaler object.

Return type:

Scaler

Construct scaler object.

Parameters:

• output_range (tuple, optional) – output range used in the transformation.

• input_range (tuple, optional) – input range used in the transformation.

Attributes

name	Class name.

Methods

fit(v[, axis])	Fit scaler with input values.
fit_transform(v[, axis])	Fit scaler and transform input based on output range.
inverse_transform(vbar)	Transform input back to the original (input) range.
set_output_range(output_range)	Set output range for the scaler.
transform(v)	Transform input based on output range.

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