| Package | Description |
|---|---|
| de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
| 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.algorithm.clustering.correlation.cash |
Helper classes for the
CASH algorithm. |
| de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
Axis-parallel subspace clustering algorithms
The clustering algorithms in this package are instances of both, projected clustering algorithms or
subspace clustering algorithms according to the classical but somewhat obsolete classification schema
of clustering algorithms for axis-parallel subspaces.
|
| de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.clique |
Helper classes for the
CLIQUE algorithm. |
| de.lmu.ifi.dbs.elki.algorithm.clustering.trivial |
Trivial clustering algorithms: all in one, no clusters, label clusterings
These methods are mostly useful for providing a reference result in evaluation.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
| de.lmu.ifi.dbs.elki.application.visualization |
Visualization applications in ELKI.
|
| 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.type |
Data type information, also used for type restrictions.
|
| de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
| de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
| 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.distancefunction.geo |
Geographic (earth) distance functions.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries |
Distance functions designed for time series.
|
| de.lmu.ifi.dbs.elki.distance.distancevalue |
Distance values, i.e. object storing an actual distance value along with
comparison functions and value parsers.
|
| de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel |
Kernel functions.
|
| de.lmu.ifi.dbs.elki.evaluation.histogram |
Functionality for the evaluation of algorithms using histograms.
|
| de.lmu.ifi.dbs.elki.evaluation.paircounting |
Evaluation of clustering results via pair counting.
|
| de.lmu.ifi.dbs.elki.evaluation.paircounting.generator |
Pair generation for pair counting evaluation.
|
| de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
| de.lmu.ifi.dbs.elki.index.preprocessed |
Index structure based on preprocessors
|
| de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
| de.lmu.ifi.dbs.elki.index.preprocessed.localpca |
Index using a preprocessed local PCA.
|
| de.lmu.ifi.dbs.elki.index.preprocessed.preference |
Indexes storing preference vectors.
|
| de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj |
Index using a preprocessed local subspaces.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial |
Tree-based index structures for spatial indexing.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants |
R*-Tree and variants.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar | |
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.util |
Utilities for R*-Tree and variants.
|
| 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.spacefillingcurves |
Space filling curves.
|
| de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
| de.lmu.ifi.dbs.elki.result.textwriter |
Text serialization (CSV, Gnuplot, Console, ...)
|
| de.lmu.ifi.dbs.elki.result.textwriter.naming |
Naming schemes for clusters (for output when an algorithm doesn't generate cluster names).
|
| de.lmu.ifi.dbs.elki.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
|
| de.lmu.ifi.dbs.elki.utilities.referencepoints |
Package containing strategies to obtain reference points
Shared code for various algorithms that use reference points.
|
| de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI.
|
| de.lmu.ifi.dbs.elki.visualization.gui |
Package to provide a visualization GUI.
|
| de.lmu.ifi.dbs.elki.visualization.opticsplot |
Code for drawing OPTICS plots
|
| de.lmu.ifi.dbs.elki.visualization.projections |
Visualization projections
|
| de.lmu.ifi.dbs.elki.visualization.projector |
Projectors are responsible for finding appropriate projections for data relations.
|
| de.lmu.ifi.dbs.elki.visualization.scales |
Scales handling for plotting.
|
| de.lmu.ifi.dbs.elki.visualization.svg |
Base SVG functionality (generation, markers, thumbnails, export, ...).
|
| de.lmu.ifi.dbs.elki.visualization.visualizers |
Visualizers for various results
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.vis1d |
Visualizers based on 1D projections.
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d |
Visualizers based on 2D projections.
|
| Class and Description |
|---|
| BitVector
Provides a BitVector wrapping a BitSet.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Clustering
Result class for clusterings.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Clustering
Result class for clusterings.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| ParameterizationFunction
A parameterization function describes all lines in a d-dimensional feature
space intersecting in one point p.
|
| Class and Description |
|---|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| ParameterizationFunction
A parameterization function describes all lines in a d-dimensional feature
space intersecting in one point p.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Clustering
Result class for clusterings.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Subspace
Represents a subspace of the original data space.
|
| Class and Description |
|---|
| Interval
Represents an interval in a certain dimension of the data space.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Subspace
Represents a subspace of the original data space.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| AbstractNumberVector
AbstractNumberVector is an abstract implementation of FeatureVector.
|
| Arithmetic
An interface to define requirements for a number to perform arithmetic
operations.
|
| Bit
Provides a bit number.
|
| BitVector
Provides a BitVector wrapping a BitSet.
|
| ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from
other classes by a classifier.
|
| ClassLabel.Factory
Class label factory
|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical
or categorical attributes).
|
| FloatVector
A FloatVector is to store real values approximately as float values.
|
| HierarchicalClassLabel
A HierarchicalClassLabel is a ClassLabel to reflect a hierarchical structure
of classes.
|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| IntegerVector
An IntegerVector is to store integer values.
|
| Interval
Represents an interval in a certain dimension of the data space.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| OneDimensionalDoubleVector
Specialized class implementing a one-dimensional double vector without using
an array.
|
| ParameterizationFunction.ExtremumType
Available types for the global extremum.
|
| RationalNumber
RationalNumber represents rational numbers in arbitrary precision.
|
| SimpleClassLabel
A simple class label casting a String as it is as label.
|
| SparseFeatureVector
Extended interface for sparse feature vector types
|
| SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.
|
| SparseNumberVector
Combines the SparseFeatureVector and NumberVector
|
| Subspace
Represents a subspace of the original data space.
|
| Class and Description |
|---|
| FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical
or categorical attributes).
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Subspace
Represents a subspace of the original data space.
|
| Class and Description |
|---|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| Class and Description |
|---|
| BitVector
Provides a BitVector wrapping a BitSet.
|
| ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from
other classes by a classifier.
|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| ExternalID
External ID objects.
|
| FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical
or categorical attributes).
|
| LabelList
A list of string labels
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.
|
| Class and Description |
|---|
| ClassLabel.Factory
Class label factory
|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical
or categorical attributes).
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.
|
| Class and Description |
|---|
| BitVector
Provides a BitVector wrapping a BitSet.
|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| FloatVector
A FloatVector is to store real values approximately as float values.
|
| LabelList
A list of string labels
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| ParameterizationFunction
A parameterization function describes all lines in a d-dimensional feature
space intersecting in one point p.
|
| SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| SparseNumberVector
Combines the SparseFeatureVector and NumberVector
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical
or categorical attributes).
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Bit
Provides a bit number.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| RationalNumber
RationalNumber represents rational numbers in arbitrary precision.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from
other classes by a classifier.
|
| DoubleVector
A DoubleVector is to store real values approximately as double values.
|
| FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical
or categorical attributes).
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from
other classes by a classifier.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Cluster
Generic cluster class, that may or not have hierarchical information.
|
| Clustering
Result class for clusterings.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
| Class and Description |
|---|
| Clustering
Result class for clusterings.
|
| NumberVector
Interface NumberVector defines the methods that should be implemented by any
Object that is element of a real vector space of type N.
|
