Module providing common Brain MRI Augmentation Methods for PyTorch.

Note

This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the gallery for the big picture.

brainrise.hist.smooth_hist(arr)[source]¶

Use KDE to get smooth estimate of the histogram.

Parameters

arr : array

the input data.

Returns

grid : array

domain of the PDF.

pdf : array

kernel density estimate of the PDF.