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Sampling utilities

scale_values 

scale_values(
    values: ndarray, a: float, b: float
) -> ndarray

Scale values from [0, 1] to [a, b] range

Parameters

values : np.ndarray arrays of values to be scaled. The values should be in the range [0, 1] a : float lower bound of the range to scale to b : float upper bound of the range to scale to

Returns

np.ndarray scaled values in the range [a, b]

Source code in tinkertool/utils/sampling.py 
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def scale_values(values: np.ndarray, a: float, b: float) -> np.ndarray:
    """Scale values from [0, 1] to [a, b] range

    Parameters
    ----------
    values : np.ndarray
        arrays of values to be scaled. The values should be in the range [0, 1]
    a : float
        lower bound of the range to scale to
    b : float
        upper bound of the range to scale to

    Returns
    -------
    np.ndarray
        scaled values in the range [a, b]
    """

    return a + (b - a) * values