Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.benchmark |
Benchmarking pseudo algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.affinitypropagation |
Affinity Propagation (AP) clustering.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.biclustering |
Biclustering algorithms.
|
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.gdbscan |
Generalized DBSCAN.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical | |
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.onedimensional |
Clustering algorithms for one-dimensional data.
|
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.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.lof |
LOF family of 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.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
de.lmu.ifi.dbs.elki.algorithm.outlier.subspace |
Subspace outlier detection methods.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.trivial |
Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
|
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.cache |
Utility applications for the persistence layer such as distance cache builders.
|
de.lmu.ifi.dbs.elki.application.geo |
Application for exploring geo data.
|
de.lmu.ifi.dbs.elki.application.greedyensemble |
Greedy ensembles for outlier detection.
|
de.lmu.ifi.dbs.elki.application.internal |
Internal utilities for development.
|
de.lmu.ifi.dbs.elki.application.jsmap |
JavaScript based map client - server architecture.
|
de.lmu.ifi.dbs.elki.data.projection |
Data projections.
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.ids.integer |
Integer-based DBID implementation --
do not use directly - always use
DBIDUtil . |
de.lmu.ifi.dbs.elki.datasource |
Data normalization (and reconstitution) of data sets.
|
de.lmu.ifi.dbs.elki.datasource.bundle |
Object bundles - exchange container for multi-represented objects.
|
de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
de.lmu.ifi.dbs.elki.datasource.filter.normalization |
Data normalization.
|
de.lmu.ifi.dbs.elki.datasource.filter.transform |
Data space transformations.
|
de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.external |
Distance functions using external data sources.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
|
de.lmu.ifi.dbs.elki.evaluation |
Functionality for the evaluation of algorithms.
|
de.lmu.ifi.dbs.elki.evaluation.clustering |
Evaluation of clustering results.
|
de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments |
Pair-segment analysis of multiple clusterings.
|
de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
de.lmu.ifi.dbs.elki.evaluation.similaritymatrix |
Render a distance matrix to visualize a clustering-distance-combination.
|
de.lmu.ifi.dbs.elki.gui |
Graphical User Interfaces for ELKI
|
de.lmu.ifi.dbs.elki.gui.minigui |
A very simple UI to build ELKI command lines.
|
de.lmu.ifi.dbs.elki.gui.multistep |
Multi-step GUI for ELKI
|
de.lmu.ifi.dbs.elki.gui.multistep.panels |
Panels for the multi-step GUI
|
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 |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.lsh |
Locality Sensitive Hashing
|
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.snn |
Indexes providing nearest neighbor sets
|
de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj |
Index using a preprocessed local subspaces.
|
de.lmu.ifi.dbs.elki.index.projected |
Projected indexes for data.
|
de.lmu.ifi.dbs.elki.index.tree |
Tree-based index structures
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkapp | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkcop | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkmax | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mktab | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree | |
de.lmu.ifi.dbs.elki.index.tree.spatial.kd |
K-d-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.strategies.bulk |
Packages for bulk-loading R*-Trees.
|
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.logging |
Logging facility for controlling logging behavior of the complete framework.
|
de.lmu.ifi.dbs.elki.logging.progress |
Progress status objects (for UI)
|
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.linearalgebra.pca |
Principal Component Analysis (PCA) and Eigenvector processing.
|
de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator.meta |
Meta estimators: estimators that do not actually estimate themselves, but instead use other estimators, e.g. on a trimmed data set, or as an ensemble.
|
de.lmu.ifi.dbs.elki.persistent |
Persistent data management.
|
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.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
|
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.scaling.outlier |
Scaling of Outlier scores, that require a statistical analysis of the occurring values
|
de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI.
|
de.lmu.ifi.dbs.elki.visualization.batikutil |
Commonly used functionality useful for Apache Batik.
|
de.lmu.ifi.dbs.elki.visualization.gui |
Package to provide a visualization GUI.
|
de.lmu.ifi.dbs.elki.visualization.gui.overview |
Classes for managing the overview plot.
|
de.lmu.ifi.dbs.elki.visualization.opticsplot |
Code for drawing OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.savedialog |
Save dialog for SVG plots.
|
de.lmu.ifi.dbs.elki.visualization.style |
Style management for ELKI visualizations.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.visualizers.pairsegments |
Visualizers for inspecting cluster differences using pair counting segments.
|
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 |
Visualizers based on scatterplots.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection |
Visualizers for object selection based on 2D projections.
|
de.lmu.ifi.dbs.elki.workflow |
Work flow packages, e.g. following the usual KDD model, closely related to CRISP-DM
|
tutorial.clustering |
Classes from the tutorial on implementing a custom k-means variation.
|
tutorial.outlier |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Logging.Level
Logging Level class.
|
LoggingConfiguration
Facility for configuration of logging.
|
Class and Description |
---|
ELKILogRecord
Base
LogRecord class used in ELKI. |
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |
Class and Description |
---|
Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience
functions. |