Uses of Package
gov.sandia.cognition.learning.function.kernel

Packages that use gov.sandia.cognition.learning.function.kernel
gov.sandia.cognition.learning.algorithm.pca Provides implementations of Principle Components Analysis (PCA). 
gov.sandia.cognition.learning.algorithm.perceptron Provides the Perceptron algorithm and some of its variations. 
gov.sandia.cognition.learning.algorithm.perceptron.kernel   
gov.sandia.cognition.learning.algorithm.regression Provides regression algorithms, such as Linear Regression. 
gov.sandia.cognition.learning.algorithm.svm Provides implementations of Support Vector Machine (SVM) learning algorithms. 
gov.sandia.cognition.learning.function.categorization Provides functions that output a discrete set of categories. 
gov.sandia.cognition.learning.function.kernel Provides kernel functions. 
gov.sandia.cognition.learning.function.scalar Provides functions that output real numbers. 
gov.sandia.cognition.statistics.bayesian Provides algorithms for computing Bayesian estimates of parameters. 
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.algorithm.pca
DefaultKernelContainer
          The DefaultKernelContainer class implements an object that contains a kernel inside.
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.algorithm.perceptron
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.algorithm.perceptron.kernel
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.algorithm.regression
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.algorithm.svm
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.function.categorization
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.function.kernel
DefaultKernelContainer
          The DefaultKernelContainer class implements an object that contains a kernel inside.
DefaultKernelsContainer
          The DefaultKernelsContainer class implements a container of kernels.
ExponentialKernel
          The ExponentialKernel class implements a kernel that applies the exponential function to the result of another kernel.
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.
KernelDistanceMetric
          The KernelDistanceMetric class implements a distance metric that utilizes an underlying Kernel for computing the distance.
LinearKernel
          The LinearKernel class implements the most basic kernel: it just does the actual inner product between two vectors.
NormalizedKernel
          The NormalizedKernel class implements an Kernel that returns a normalized value between 0.0 and 1.0 by normalizing the results of a given kernel.
PolynomialKernel
          The PolynomialKernel class implements a kernel for two given vectors that is the polynomial function:
(x dot y + c)^d
d is the degree of the polynomial, which must be a positive integer.
ProductKernel
          The ProductKernel class implements a kernel that takes the product of applying multiple kernels to the same pair of inputs.
RadialBasisKernel
          The RadialBasisKernel implements the standard radial basis kernel, which is:
exp( -||x - y||^2 / (2 * sigma^2) )
where sigma is the parameter that controls the bandwidth of the kernel.
ScalarFunctionKernel
          The ScalarFunctionKernel class implements a kernel that applies a scalar function two the two inputs to the kernel and then returns their product.
SigmoidKernel
          The SigmoidKernel class implements a sigmoid kernel based on the hyperbolic tangent.
SumKernel
          The SumKernel class implements a kernel that adds together the result of applying multiple kernels to the same pair of inputs.
VectorFunctionKernel
          The VectorFunctionKernel implements a kernel that makes use of a vector function plus a kernel that operates on vectors.
WeightedKernel
          The WeightedKernel class implements a kernel that takes another kernel, evaluates it, and then the result is rescaled by a given weight.
ZeroKernel
          The ZeroKernel always returns zero.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.learning.function.scalar
DefaultKernelContainer
          The DefaultKernelContainer class implements an object that contains a kernel inside.
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.
 

Classes in gov.sandia.cognition.learning.function.kernel used by gov.sandia.cognition.statistics.bayesian
DefaultKernelContainer
          The DefaultKernelContainer class implements an object that contains a kernel inside.
Kernel
          The Kernel interface the functionality required from an object that implements a kernel function.
KernelContainer
          Defines an object that contains a Kernel.