mvpa2.misc.support.transform_with_boxcar¶
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mvpa2.misc.support.
transform_with_boxcar
(data, startpoints, boxlength, offset=0, fx=<function mean>)¶ This function extracts boxcar windows from an array. Such a boxcar is defined by a starting point and the size of the window along the first axis of the array (
boxlength
). Afterwards a customizable function is applied to each boxcar individually (Default: averaging).Parameters: - data (array) – An array with an arbitrary number of dimensions.
- startpoints (sequence) – Boxcar startpoints as index along the first array axis
- boxlength (int) – Length of the boxcar window in #array elements
- offset (int) – Optional offset between the configured starting point and the actual begining of the boxcar window.
Return type: array (len(startpoints) x data.shape[1:])