psychos.visual.synthetic.reescale

psychos.visual.synthetic.reescale(arr: ndarray, vmin: float = -1.0, vmax: float = 1.0, method: Literal['normalize', 'clip'] = 'normalize') → ndarray

Rescale a numpy array based on the specified method.

Parameters:

• arr (np.ndarray) – Input array to be rescaled.

• vmin (float, optional) – Minimum value for normalization or clipping (default is -1.0).

• vmax (float, optional) – Maximum value for normalization or clipping (default is 1.0).

• method (Literal["none", "normalize", "clip"], optional) –

  Rescaling method:

  • ’none’: return the array as is.

  • ’normalize’: scale the array so its min maps to vmin and max to vmax.

  • ’clip’: clip the array values to lie between vmin and vmax.

Returns:

The rescaled array.

Return type:

np.ndarray