normalize

function of dascore.proc.basic

source

normalize(
    self: Patch ,
    dim: str ,
    norm: Literal[‘l1’, ‘l2’, ‘max’, ‘bit’] = l2,
)-> ‘PatchType’

Normalize a patch along a specified dimension.

Parameters

Parameter	Description
dim	The dimension along which the normalization takes place.
norm	Determines the value to divide each sample by along a given axis. Options are: l1 - divide each sample by the l1 of the axis. l2 - divide each sample by the l2 of the axis. max - divide each sample by the maximum of the absolute value of the axis. bit - sample-by-sample normalization (-1/+1)