See: Description
Interface | Description |
---|---|
PolynomialFunction.ClosedForm |
Describes functionality of a closed-form algebraic polynomial function
|
Class | Description |
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AtanFunction |
Returns the element-wise arctangent of the input vector, compressed between
-maxMagnitude and maxMagnitude (instead of just -PI/2 and PI/2)
|
CosineFunction |
A closed-form cosine function.
|
HardSigmoidFunction |
A hard sigmoid function, which is an approximation of a logistic sigmoid
whose output is between 0 and 1.
|
HardTanHFunction |
A hard sigmoid function, which is an approximation of a tanh sigmoid
whose output is between -1 and 1.
|
IdentityScalarFunction |
A univariate scalar identity function: f(x) = x.
|
KernelScalarFunction<InputType> |
The
KernelScalarFunction class implements a scalar function that
uses a kernel to compute its output value. |
KolmogorovSmirnovEvaluator |
You can specify a particular CDF.
|
LeakyRectifiedLinearFunction |
A leaky rectified linear unit.
|
LinearCombinationScalarFunction<InputType> |
A weighted linear combination of scalar functions.
|
LinearDiscriminant |
LinearDiscriminant takes the dot product between the weight Vector and
the input Vector.
|
LinearDiscriminantWithBias |
A LinearDiscriminant with an additional bias term that gets added to the
output of the dot product.
|
LinearFunction |
This function acts as a simple linear function of the form f(x) = m*x + b.
|
LinearVectorScalarFunction |
The
LinearVectorScalarFunction class implements a scalar
function that is implemented by a linear function. |
LocallyWeightedKernelScalarFunction<InputType> |
The
LocallyWeightedKernelScalarFunction class implements a scalar
function that uses kernels and does local weighting on them to get the
result value. |
PolynomialFunction |
A single polynomial term specified by a real-valued exponent.
|
PolynomialFunction.Cubic |
Algebraic treatment for a polynomial of the form
y(x) = q0 + q1*x + q2*x^2 + q3*x^3
|
PolynomialFunction.Linear |
Utilities for algebraic treatment of a linear polynomial of the form
y(x) = q0 + q1*x
|
PolynomialFunction.Quadratic |
Utilities for algebraic treatment of a quadratic polynomial of the form
y(x) = q0 + q1*x + q2*x^2.
|
PolynomialFunction.Regression |
Performs Linear Regression using an arbitrary set of
PolynomialFunction basis functions
|
RectifiedLinearFunction |
A rectified linear unit, which is the maximum of its input or 0.
|
SigmoidFunction |
An implementation of a sigmoid squashing function.
|
SoftPlusFunction |
A smoothed approximation for rectified linear unit.
|
TanHFunction |
The hyperbolic tangent (tanh) function.
|
ThresholdFunction |
Maps the input space onto the set {LOW_VALUE,HIGH_VALUE}.
|
VectorEntryFunction |
An evaluator that returns the value of an input vector at a specified index.
|
VectorFunctionLinearDiscriminant<InputType> |
This class takes a function that maps a generic InputType to a Vector.
|
VectorFunctionToScalarFunction<InputType> |
The
VectorFunctionToScalarFunction class implements an adapter for
using a vector function that outputs a single-dimensional vector as a
scalar function. |
VectorFunctionToScalarFunction.Learner<InputType> |
The
VectorFunctionToScalarFunction.Learner class implements a
simple learner for a VectorFunctionToScalarFunction that allows
a learning algorithm that outputs a vector function to be adapted to
learn on data whose output are doubles. |