Uses of Package
de.lmu.ifi.dbs.elki.math.linearalgebra

Packages that use de.lmu.ifi.dbs.elki.math.linearalgebra

de.lmu.ifi.dbs.elki.algorithm.clustering	Clustering algorithms Clustering algorithms are supposed to implement the Algorithm-Interface.
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.data	Basic classes for different data types, database object types and label types.
de.lmu.ifi.dbs.elki.data.model	Cluster models classes for various algorithms.
de.lmu.ifi.dbs.elki.data.spatial	Spatial data types - interfaces and utilities.
de.lmu.ifi.dbs.elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file.
de.lmu.ifi.dbs.elki.data.type	Data type information, also used for type restrictions.
de.lmu.ifi.dbs.elki.datasource	Data normalization (and reconstitution) of data sets.
de.lmu.ifi.dbs.elki.datasource.filter	Data filtering, in particular for normalization and projection.
de.lmu.ifi.dbs.elki.distance.distancefunction	Distance functions for use within ELKI.
de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram	Distance functions using correlations.
de.lmu.ifi.dbs.elki.distance.distancefunction.correlation	Distance functions using correlations.
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel	Kernel functions.
de.lmu.ifi.dbs.elki.evaluation.outlier	Evaluate an outlier score using a misclassification based cost model.
de.lmu.ifi.dbs.elki.evaluation.paircounting	Evaluation of clustering results via pair counting.
de.lmu.ifi.dbs.elki.index.preprocessed	Index structure based on preprocessors
de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj	Index using a preprocessed local subspaces.
de.lmu.ifi.dbs.elki.math	Mathematical operations and utilities used throughout the framework.
de.lmu.ifi.dbs.elki.math.linearalgebra	Linear Algebra package provides classes and computational methods for operations on matrices.
de.lmu.ifi.dbs.elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and Eigenvector processing.
de.lmu.ifi.dbs.elki.math.statistics	Statistical tests and methods.
de.lmu.ifi.dbs.elki.result.textwriter.writers	Serialization handlers for individual data types.
de.lmu.ifi.dbs.elki.utilities	Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
de.lmu.ifi.dbs.elki.visualization.projections	Visualization projections
de.lmu.ifi.dbs.elki.visualization.svg	Base SVG functionality (generation, markers, thumbnails, export, ...).
de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d	Visualizers based on 2D projections.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.algorithm.clustering

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.algorithm.clustering.correlation

LinearEquationSystem
Class for systems of linear equations.

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.data

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.data.model

LinearEquationSystem
Class for systems of linear equations.

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.data.spatial

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.data.synthetic.bymodel

AffineTransformation
Affine transformations implemented using homogeneous coordinates.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.data.type

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.datasource

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.datasource.filter

LinearEquationSystem
Class for systems of linear equations.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.distance.distancefunction

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.distance.distancefunction.correlation

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.evaluation.outlier

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.evaluation.paircounting

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.index.preprocessed

ProjectionResult
Interface representing a simple projection result.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj

ProjectionResult
Interface representing a simple projection result.

SubspaceProjectionResult
Simple class wrapping the result of a subspace projection.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.math

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.math.linearalgebra

AffineTransformation
Affine transformations implemented using homogeneous coordinates.

Centroid
Class to compute the centroid of some data.

CholeskyDecomposition
Cholesky Decomposition.

CovarianceMatrix
Class for computing covariance matrixes using stable mean and variance computations.

EigenPair
Helper class which encapsulates an eigenvector and its corresponding eigenvalue.

EigenvalueDecomposition
Eigenvalues and eigenvectors of a real matrix.

LUDecomposition
LU Decomposition.

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

MatrixLike
Common Interface for Matrix and Vector objects, where M is the actual type.

ProjectedCentroid
Centroid only using a subset of dimensions.

ProjectionResult
Interface representing a simple projection result.

QRDecomposition
QR Decomposition.

SingularValueDecomposition
Singular Value Decomposition.

SortedEigenPairs
Helper class which encapsulates an array of eigenpairs (i.e. an array of eigenvectors and their corresponding eigenvalues).

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.math.linearalgebra.pca

EigenPair
Helper class which encapsulates an eigenvector and its corresponding eigenvalue.

EigenvalueDecomposition
Eigenvalues and eigenvectors of a real matrix.

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

ProjectionResult
Interface representing a simple projection result.

SortedEigenPairs
Helper class which encapsulates an array of eigenpairs (i.e. an array of eigenvectors and their corresponding eigenvalues).

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.math.statistics

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.result.textwriter.writers

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.utilities

Matrix
A two-dimensional matrix class, where the data is stored as two-dimensional array.

MatrixLike
Common Interface for Matrix and Vector objects, where M is the actual type.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.visualization.projections

AffineTransformation
Affine transformations implemented using homogeneous coordinates.

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.visualization.svg

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.

Classes in de.lmu.ifi.dbs.elki.math.linearalgebra used by de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d

Vector
Provides a vector object that encapsulates an m x 1 - matrix object.