spectrochempy.clip
- clip(dataset, a_min=None, a_max=None, **kwargs)[source]
Clip (limit) the values in a dataset.
Given an interval, values outside the interval are clipped to the interval edges. For example, if an interval of
[0, 1]is specified, values smaller than 0 become 0, and values larger than 1 become 1.No check is performed to ensure
a_min < a_max.- Parameters:
dataset (array_like) – Input array or object that can be converted to an array.
a_min (scalar or array_like or None) – Minimum value. If None, clipping is not performed on lower interval edge. Not more than one of
a_minanda_maxmay be None.a_max (scalar or array_like or None) – Maximum value. If None, clipping is not performed on upper interval edge. Not more than one of
a_minanda_maxmay be None. Ifa_minora_maxare array_like, then the three arrays will be broadcasted to match their shapes.
- Returns:
clip – An array with the elements of
a, but where values <a_minare replaced witha_min, and those >a_maxwitha_max.