Different useful transforms.
Compose(*transforms)
Compose multiple transforms into one.
Examples:
>>> import spacephyml.transforms as tf
>>> transforms = tf.Compose(tf.Threshold(0,1), tf.Flatten())
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
transforms
|
callables)
|
All the transforms to compose. |
()
|
IonDist_Transform(norm=(-28, -17))
Bases: Compose
The default transform used in MMS1IonDistLabeled.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
norm
|
tuple
|
The values to threshold and calculate LogNorm with. |
(-28, -17)
|
ZScoreNorm(mean, std)
Calculate the Z-Score norm using specified mean and std.
Threshold(thresholds)
Threshold the sample.
LogNorm(normalization=None)
Log Normalize the data between a given range
Filter for flattening the data
Calculate the log10 of all non zero values in the sample.
Roll(shift=16, axis=-3)
Perform a roll along a axis.
MoveAxis(src=-1, dst=-3)
Move around the axis in the sample.
Sum(axis=-1)
Calculate the sum along specified axis.
Mean(axis=-1)
Calculate the mean along specified axis.