| Package | Description |
|---|---|
| gov.sandia.cognition.data.convert |
Provides utilities for doing data type conversion.
|
| gov.sandia.cognition.data.convert.number |
Provides utilities for doing data type conversion with numbers.
|
| gov.sandia.cognition.data.convert.vector |
Provides utilities for doing data type conversion with vectors.
|
| gov.sandia.cognition.evaluator |
Provides interfaces and classes to do with the
Evaluator interface. |
| gov.sandia.cognition.framework.learning |
Provides a mechanism for putting learned objects into the Cognitive
Framework.
|
| gov.sandia.cognition.hash |
Provides hash function implementations.
|
| gov.sandia.cognition.learning.algorithm |
Provides general interfaces for learning algorithms.
|
| gov.sandia.cognition.learning.algorithm.bayes |
Provides algorithms for computing Bayesian categorizers.
|
| gov.sandia.cognition.learning.algorithm.delta |
Provides an abstract class for helping to implement variants of the Burrows'
Delta algorithm.
|
| gov.sandia.cognition.learning.algorithm.ensemble |
Provides ensemble methods.
|
| gov.sandia.cognition.learning.algorithm.factor.machine |
Provides factorization machine algorithms.
|
| gov.sandia.cognition.learning.algorithm.gradient |
Provides gradient based learning algorithms.
|
| gov.sandia.cognition.learning.algorithm.minimization |
Provides minimization algorithms.
|
| gov.sandia.cognition.learning.algorithm.minimization.line |
Provides line (scalar) minimization algorithms.
|
| gov.sandia.cognition.learning.algorithm.minimization.line.interpolator |
Provides line (scalar) interpolation/extrapolation algorithms that fit an
algebraic function to a (small) collection of data points.
|
| gov.sandia.cognition.learning.algorithm.minimization.matrix |
Provides matrix solving algorithms.
|
| gov.sandia.cognition.learning.algorithm.nearest |
Provides algorithms for Nearest-Neighbor memory-based functions.
|
| 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.root |
Provides algorithms for finding the roots, or zero crossings, of scalar functions.
|
| gov.sandia.cognition.learning.algorithm.semisupervised.valence | |
| gov.sandia.cognition.learning.algorithm.tree |
Provides decision tree learning algorithms.
|
| gov.sandia.cognition.learning.data.feature |
Provides data feature extractors.
|
| gov.sandia.cognition.learning.experiment |
Provides experiments for validating the performance of learning algorithms.
|
| gov.sandia.cognition.learning.function |
Provides function objects for learning algorithms.
|
| gov.sandia.cognition.learning.function.categorization |
Provides functions that output a discrete set of categories.
|
| gov.sandia.cognition.learning.function.cost |
Provides cost functions.
|
| gov.sandia.cognition.learning.function.distance |
Provides distance functions.
|
| gov.sandia.cognition.learning.function.kernel |
Provides kernel functions.
|
| gov.sandia.cognition.learning.function.regression |
Provides functions that output real numbers from some input data structure.
|
| gov.sandia.cognition.learning.function.scalar |
Provides functions that output real numbers.
|
| gov.sandia.cognition.learning.function.vector |
Provides functions that output vectors.
|
| gov.sandia.cognition.learning.performance |
Provides performance measures.
|
| gov.sandia.cognition.math |
Provides classes for mathematical computation.
|
| gov.sandia.cognition.math.matrix |
Provides interfaces and classes for linear algebra.
|
| gov.sandia.cognition.math.signals |
Provides mathematical signal processing methods.
|
| gov.sandia.cognition.statistics |
Provides the inheritance hierarchy for general statistical methods and distributions.
|
| gov.sandia.cognition.statistics.bayesian |
Provides algorithms for computing Bayesian estimates of parameters.
|
| gov.sandia.cognition.statistics.distribution |
Provides statistical distributions.
|
| gov.sandia.cognition.statistics.method |
Provides algorithms for evaluating statistical data and conducting statistical inference, particularly frequentist methods.
|
| gov.sandia.cognition.statistics.montecarlo |
Provides Monte Carlo procedures for numerical integration and sampling.
|
| gov.sandia.cognition.text.convert |
Provides classes for converting objects to a textual representation.
|
| gov.sandia.cognition.text.spelling |
Provides classes for spelling.
|
| gov.sandia.cognition.text.term.filter |
Provides classes for filtering and transforming terms.
|
| gov.sandia.cognition.text.term.vector |
Provides methods for handling documents represented as term vectors.
|
| gov.sandia.cognition.text.term.vector.weighter |
Provides term weighting algorithms.
|
| gov.sandia.cognition.text.topic |
Provides topic modeling algorithms.
|
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| ReversibleEvaluator
Represents a
Evaluator whose evaluation can be reversed. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| ReversibleEvaluator
Represents a
Evaluator whose evaluation can be reversed. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| AbstractStatefulEvaluator
The
AbstractStatefulEvalutor class is an abstract implementation of
the StatefulEvalutor interface. |
| CompositeEvaluatorList
Implements the composition of a list of evaluators.
|
| CompositeEvaluatorPair
Implements a composition of two evaluators.
|
| CompositeEvaluatorTriple
Implements a composition of three evaluators.
|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| ForwardReverseEvaluatorPair
Represents a both a (normal) forward evaluator and its reverse as a pair.
|
| IdentityEvaluator
An identity function that returns its input as its output.
|
| ReversibleEvaluator
Represents a
Evaluator whose evaluation can be reversed. |
| StatefulEvaluator
The
StatefulEvaluator interface defines the functionality of an
Evaluator that maintains an internal state. |
| ValueClamper
An evaluator that clamps a number between minimum and maximum values.
|
| ValueMapper
An evaluator that uses a map to map input values to their appropriate output
values.
|
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| StatefulEvaluator
The
StatefulEvaluator interface defines the functionality of an
Evaluator that maintains an internal state. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| CompositeEvaluatorPair
Implements a composition of two evaluators.
|
| CompositeEvaluatorTriple
Implements a composition of three evaluators.
|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| ReversibleEvaluator
Represents a
Evaluator whose evaluation can be reversed. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| CompositeEvaluatorPair
Implements a composition of two evaluators.
|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| AbstractStatefulEvaluator
The
AbstractStatefulEvalutor class is an abstract implementation of
the StatefulEvalutor interface. |
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| StatefulEvaluator
The
StatefulEvaluator interface defines the functionality of an
Evaluator that maintains an internal state. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| AbstractStatefulEvaluator
The
AbstractStatefulEvalutor class is an abstract implementation of
the StatefulEvalutor interface. |
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| StatefulEvaluator
The
StatefulEvaluator interface defines the functionality of an
Evaluator that maintains an internal state. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| AbstractStatefulEvaluator
The
AbstractStatefulEvalutor class is an abstract implementation of
the StatefulEvalutor interface. |
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| StatefulEvaluator
The
StatefulEvaluator interface defines the functionality of an
Evaluator that maintains an internal state. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| StatefulEvaluator
The
StatefulEvaluator interface defines the functionality of an
Evaluator that maintains an internal state. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |
| Class and Description |
|---|
| Evaluator
The
Evaluator interface is a general interface to a function
that can take an input and produce an output. |