org.nd4j.linalg.ops.transforms

Class Stabilize

java.lang.Object

org.nd4j.linalg.ops.BaseElementWiseOp

org.nd4j.linalg.ops.transforms.Stabilize

All Implemented Interfaces:

ElementWiseOp

public class Stabilize
extends BaseElementWiseOp

Ensures numerical stability. Clips values of input such that exp(k * in) is within single numerical precision

Constructor Summary

Constructors

Constructor and Description
Stabilize()
Stabilize(java.lang.Double k)
Stabilize(float k)
Stabilize(java.lang.Float k)

Method Summary

Modifier and Type	Method and Description
java.lang.Object	apply(INDArray from, java.lang.Object value, int i) The transformation for a given value (a scalar ndarray)

Methods inherited from class org.nd4j.linalg.ops.BaseElementWiseOp

applyTransformToOrigin, applyTransformToOrigin, exec, from, getFromOrigin, getThreads

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Stabilize

public Stabilize(java.lang.Double k)

Stabilize

public Stabilize(java.lang.Float k)

Stabilize

public Stabilize(float k)

Stabilize

public Stabilize()

Method Detail

apply

public java.lang.Object apply(INDArray from,
                              java.lang.Object value,
                              int i)

The transformation for a given value (a scalar ndarray)

Parameters:

value - the value to applyTransformToOrigin (a scalar ndarray)

i - the index of the element being acted upon

from - the origin ndarray

Returns:

the transformed value based on the input