Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.benchmark |
Benchmarking pseudo algorithms.
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de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
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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.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.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.application |
Base classes for stand alone applications.
|
de.lmu.ifi.dbs.elki.database.ids |
Database object identification and ID group handling API.
|
de.lmu.ifi.dbs.elki.datasource |
Data normalization (and reconstitution) of data sets.
|
de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
de.lmu.ifi.dbs.elki.datasource.filter.transform |
Data space transformations.
|
de.lmu.ifi.dbs.elki.distance.distancefunction |
Distance functions for use within ELKI.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski |
Minkowski space L_p norms such as the popular Euclidean and Manhattan distances.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.probabilistic |
Distance from probability theory, mostly divergences such as K-L-divergence, J-divergence.
|
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel |
Kernel functions.
|
de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
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.index.lsh.hashfamilies |
Hash function families for LSH.
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.projected |
Projected indexes for data.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.strategies.split |
Splitting strategies of nodes in an M-Tree (and variants).
|
de.lmu.ifi.dbs.elki.index.tree.spatial.kd |
K-d-tree and variants.
|
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.math.dimensionsimilarity |
Functions to compute the similarity of dimensions (or the interestingness of the combination).
|
de.lmu.ifi.dbs.elki.math.geodesy | |
de.lmu.ifi.dbs.elki.math.linearalgebra.pca |
Principal Component Analysis (PCA) and Eigenvector processing.
|
de.lmu.ifi.dbs.elki.math.linearalgebra.randomprojections |
Random projection families.
|
de.lmu.ifi.dbs.elki.math.statistics.distribution |
Standard distributions, with random generation functionalities.
|
de.lmu.ifi.dbs.elki.math.statistics.kernelfunctions |
Kernel functions from statistics.
|
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.parameters |
Classes for various typed parameters.
|
de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI.
|
de.lmu.ifi.dbs.elki.visualization.gui |
Package to provide a visualization GUI.
|
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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Alias
This interface defines alias names for classes.
|
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
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Alias
This interface defines alias names for classes.
|
Class and Description |
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Alias
This interface defines alias names for classes.
|
Class and Description |
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Alias
This interface defines alias names for classes.
|
Class and Description |
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Alias
This interface defines alias names for classes.
|
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|
Class and Description |
---|
HandlerList
Manages a list of handlers for objects.
|
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
---|
Alias
This interface defines alias names for classes.
|