Package | Description |
---|---|
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.outlier.lof |
LOF family of outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.subspace |
Subspace outlier detection methods
Methods that detect outliers in subspaces (projections) of the data set.
|
de.lmu.ifi.dbs.elki.algorithm.timeseries |
Algorithms for change point detection in time series.
|
de.lmu.ifi.dbs.elki.evaluation.index |
Simple index evaluation methods
|
de.lmu.ifi.dbs.elki.gui.util |
Utility classes for GUIs (e.g. a class to display a logging panel)
|
de.lmu.ifi.dbs.elki.index.idistance |
iDistance is a distance based indexing technique, using a reference points embedding.
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants |
M-Tree and variants
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.split |
Splitting strategies for R-Trees
|
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.math.geometry |
Algorithms from computational geometry
|
de.lmu.ifi.dbs.elki.math.linearalgebra |
The linear algebra package provides classes and computational methods for
operations on matrices and vectors.
|
de.lmu.ifi.dbs.elki.math.statistics |
Statistical tests and methods
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
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.utilities.pairs |
Pairs utility classes
A number of commonly needed primitive pairs are the following:
IntIntPair storing
two int values
DoubleIntPair
storing one double and one int value. |
de.lmu.ifi.dbs.elki.visualization.css |
Managing CSS styles / classes
|
de.lmu.ifi.dbs.elki.visualization.gui.overview |
Classes for managing the overview plot
|
de.lmu.ifi.dbs.elki.visualization.parallel3d |
3DPC: 3D parallel coordinate plot visualization for ELKI.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster |
Visualizers for clustering results based on 2D projections
|
de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj |
Visualizers that do not use a particular projection
|
Class and Description |
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Pair
Simple class wrapping two objects.
|
Class and Description |
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Pair
Simple class wrapping two objects.
|
Class and Description |
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Pair
Simple class wrapping two objects.
|
Class and Description |
---|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
DoubleIntPair
Pair storing an integer and a double.
|
Class and Description |
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Pair
Simple class wrapping two objects.
|
Class and Description |
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Pair
Simple class wrapping two objects.
|
Class and Description |
---|
DoubleIntPair
Pair storing an integer and a double.
|
Class and Description |
---|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
DoubleIntPair
Pair storing an integer and a double.
|
Class and Description |
---|
DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
Class and Description |
---|
DoubleIntPair
Pair storing an integer and a double.
|
Class and Description |
---|
DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
Class and Description |
---|
IntIntPair
Pair storing two integers.
|
Class and Description |
---|
IntIntPair
Pair storing two integers.
|
Class and Description |
---|
DoubleDoublePair
Pair storing two doubles.
|
Class and Description |
---|
DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
Class and Description |
---|
DoubleDoublePair
Pair storing two doubles.
|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
DoubleDoublePair
Pair storing two doubles.
|
DoubleIntPair
Pair storing an integer and a double.
|
DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
IntDoublePair
Pair storing an integer and a double.
|
IntIntPair
Pair storing two integers.
|
Class and Description |
---|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
Pair
Simple class wrapping two objects.
|
Class and Description |
---|
DoubleIntPair
Pair storing an integer and a double.
|
IntIntPair
Pair storing two integers.
|
Class and Description |
---|
DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
Class and Description |
---|
DoubleDoublePair
Pair storing two doubles.
|
Copyright © 2019 ELKI Development Team. License information.