Package | Description |
---|---|
gov.sandia.cognition.learning.algorithm.minimization |
Provides minimization algorithms.
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gov.sandia.cognition.learning.algorithm.minimization.line |
Provides line (scalar) minimization algorithms.
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gov.sandia.cognition.learning.algorithm.root |
Provides algorithms for finding the roots, or zero crossings, of scalar functions.
|
gov.sandia.cognition.learning.data |
Provides data set utilities for learning.
|
gov.sandia.cognition.statistics.bayesian |
Provides algorithms for computing Bayesian estimates of parameters.
|
Modifier and Type | Method and Description |
---|---|
java.util.ArrayList<DefaultInputOutputPair<Vector,java.lang.Double>> |
FunctionMinimizerNelderMead.initializeSimplex(InputOutputPair<Vector,java.lang.Double> initialPoint,
double offsetValue)
Initializes the simplex about the initial point
|
Modifier and Type | Class and Description |
---|---|
class |
InputOutputSlopeTriplet
Stores an InputOutputPair with corresponding slope (gradient) information
|
Modifier and Type | Field and Description |
---|---|
DefaultInputOutputPair<java.lang.Double,java.lang.Double> |
RootFinderNewtonsMethod.result
Resulting estimated location of the root.
|
Modifier and Type | Method and Description |
---|---|
DefaultInputOutputPair<java.lang.Double,java.lang.Double> |
RootFinderNewtonsMethod.getResult() |
Modifier and Type | Class and Description |
---|---|
class |
DefaultWeightedInputOutputPair<InputType,OutputType>
A default implementation of the
WeightedInputOutputPair interface. |
Modifier and Type | Method and Description |
---|---|
static <InputType,OutputType> |
DefaultInputOutputPair.create()
Convenience method to create a new
DefaultInputOutputPair . |
static <InputType,OutputType> |
DefaultInputOutputPair.create(InputType input,
OutputType output)
Convenience method to create a new
DefaultInputOutputPair . |
Modifier and Type | Method and Description |
---|---|
static <InputType,OutputType> |
DefaultInputOutputPair.labelCollection(java.util.Collection<InputType> inputs,
OutputType output)
Takes a collection of input values and a single output value and creates
a new collection of default input output pairs with each of the given
inputs and the given output.
|
static <InputType,OutputType> |
DefaultInputOutputPair.mergeCollections(java.util.Collection<InputType> inputs,
java.util.Collection<OutputType> outputs)
Takes two collections of data of equal size and creates a single
ArrayList of InputOutputPairs out of them.
|
Modifier and Type | Class and Description |
---|---|
static class |
AdaptiveRejectionSampling.Point
An InputOutputPair that has a natural ordering according to their
input (x-axis) values.
|