public class HardSigmoidFunction extends AbstractDifferentiableUnivariateScalarFunction
SigmoidFunction
,
Serialized FormConstructor and Description |
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HardSigmoidFunction()
Creates a new
HardSigmoidFunction . |
Modifier and Type | Method and Description |
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HardSigmoidFunction |
clone()
This makes public the clone method on the
Object class and
removes the exception that it throws. |
double |
differentiate(double input)
Differentiates the output of the function about the given input
|
double |
evaluate(double input)
Produces a double output for the given double input
|
static double |
hardSigmoid(double input)
Computes the hard sigmoid function.
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equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
differentiate
evaluate, evaluateAsDouble
public HardSigmoidFunction()
HardSigmoidFunction
.public HardSigmoidFunction clone()
AbstractCloneableSerializable
Object
class and
removes the exception that it throws. Its default behavior is to
automatically create a clone of the exact type of object that the
clone is called on and to copy all primitives but to keep all references,
which means it is a shallow copy.
Extensions of this class may want to override this method (but call
super.clone()
to implement a "smart copy". That is, to target
the most common use case for creating a copy of the object. Because of
the default behavior being a shallow copy, extending classes only need
to handle fields that need to have a deeper copy (or those that need to
be reset). Some of the methods in ObjectUtil
may be helpful in
implementing a custom clone method.
Note: The contract of this method is that you must use
super.clone()
as the basis for your implementation.clone
in interface CloneableSerializable
clone
in class AbstractCloneableSerializable
public double evaluate(double input)
UnivariateScalarFunction
input
- Input to the Evaluatorpublic double differentiate(double input)
DifferentiableUnivariateScalarFunction
input
- Input about which to compute the derivative of the function outputpublic static double hardSigmoid(double input)
input
- The input value to apply the hard sigmoid to.