| 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.spatial |
Spatial outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted |
Weighted Neighborhood definitions.
|
| 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 |
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.database.query |
Database queries - computing distances, neighbors, similarities - API and general documentation.
|
| de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
| de.lmu.ifi.dbs.elki.evaluation.index |
Simple index evaluation methods
|
| 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.gui.util |
Utility classes for GUIs (e.g. a class to display a logging panel)
|
| de.lmu.ifi.dbs.elki.index.tree.spatial |
Tree-based index structures for spatial indexing.
|
| 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.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.projections |
Visualization projections
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d |
Visualizers 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 |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
| Class and Description |
|---|
| FCPair
Pair that can only be compared by it's first component.
|
| 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
|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Triple
Triple without comparison.
|
| Class and Description |
|---|
| IntIntPair
Pair storing two integers.
|
| Class and Description |
|---|
| DoubleDoublePair
Pair storing two doubles.
|
| DoubleObjPair
Pair storing a native double value and an arbitrary object.
|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| Class and Description |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| DoubleDoublePair
Pair storing two doubles.
|
| Pair
Generic SimplePair
|
| PairInterface
Pair interface.
|
| 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 |
|---|
| Pair
Generic SimplePair
|
| Class and Description |
|---|
| DoubleDoublePair
Pair storing two doubles.
|
| Class and Description |
|---|
| DoubleDoublePair
Pair storing two doubles.
|