| Package | Description |
|---|---|
| de.lmu.ifi.dbs.elki |
ELKI framework "Environment for Developing KDD-Applications Supported by Index-Structures"
KDDTask is the main class of the ELKI-Framework
for command-line interaction. |
| de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
| de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
| 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 |
Outlier detection algorithms
|
| 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.application |
Base classes for stand alone applications.
|
| de.lmu.ifi.dbs.elki.application.internal |
Internal utilities for development.
|
| de.lmu.ifi.dbs.elki.database.ids |
Database object identification and ID group handling API.
|
| de.lmu.ifi.dbs.elki.database.ids.integer |
Integer-based DBID implementation --
do not use directly - always use
DBIDUtil. |
| 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.tree.metrical.mtreevariants |
M-Tree and variants.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial |
Tree-based index structures for spatial indexing.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.query |
Queries on the R-Tree family of indexes: kNN and range queries.
|
| 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 |
Mathematical operations and utilities used throughout the framework.
|
| de.lmu.ifi.dbs.elki.math.geometry |
Algorithms from computational geometry.
|
| 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.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.datastructures.heap |
Heap structures and variations such as bounded priority heaps.
|
| de.lmu.ifi.dbs.elki.utilities.optionhandling |
Parameter handling and option descriptions.
|
| de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization |
Configuration managers
See the
de.lmu.ifi.dbs.elki.utilities.optionhandling package for documentation! |
| de.lmu.ifi.dbs.elki.utilities.pairs |
Pairs and triples utility classes.
|
| 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.visualizers.parallel.selection |
Visualizers for object selection based on parallel projections.
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster |
Visualizers for clustering results based on 2D projections.
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection |
Visualizers for object selection based on 2D projections.
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj |
Visualizers that do not use a particular projection.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| CTriple
Triple with canonical comparison function.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| FCPair
Pair that can only be compared by it's first component.
|
| IntIntPair
Pair storing two integers.
|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| DoubleIntPair
Pair storing an integer and a double.
|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| DoubleIntPair
Pair storing an integer and a double.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| FCPair
Pair that can only be compared by it's first component.
|
| 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 |
|---|
| DoubleDoublePair
Pair storing two doubles.
|
| IntIntPair
Pair storing two integers.
|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| 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 |
|---|
| DoubleDoublePair
Pair storing two doubles.
|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| DoubleDoublePair
Pair storing two doubles.
|
| Pair
Generic SimplePair
|
| Triple
Triple without comparison.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| CPair
Pair with canonical comparison function derived from the components comparable interfaces.
|
| CTriple
Triple with canonical comparison function.
|
| DoubleDoublePair
Pair storing two doubles.
|
| DoubleIntPair
Pair storing an integer and a double.
|
| DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
| FCPair
Pair that can only be compared by it's first component.
|
| IntDoublePair
Pair storing an integer and a double.
|
| IntIntPair
Pair storing two integers.
|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| SCPair
Pair that can only be compared by it's second component.
|
| Triple
Triple without comparison.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| 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.
|
| Class and Description |
|---|
| DoubleDoublePair
Pair storing two doubles.
|