scipy.stats.zmap

scipy.stats.zmap(scores, compare, axis=0)

Returns an array of z-scores the shape of scores (e.g., [x,y]), compared to array passed to compare (e.g., [time,x,y]). Assumes collapsing over dim 0 of the compare array.