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.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.initialization |
Initialization strategies for k-means.
|
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.uncertain |
Clustering algorithms for uncertain data.
|
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.subspace |
Subspace outlier detection methods
Methods that detect outliers in subspaces (projections) of the data set.
|
de.lmu.ifi.dbs.elki.algorithm.projection |
Data projections (see also preprocessing filters for basic projections).
|
de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.timeseries |
Algorithms for change point detection in time series.
|
de.lmu.ifi.dbs.elki.application.experiments |
Packaged experiments to make them easy to reproduce.
|
de.lmu.ifi.dbs.elki.data.projection.random |
Random projection families
|
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.selection |
Filters for selecting and sorting data to process.
|
de.lmu.ifi.dbs.elki.datasource.filter.transform |
Data space transformations
|
de.lmu.ifi.dbs.elki.datasource.filter.typeconversions |
Filters to perform data type conversions.
|
de.lmu.ifi.dbs.elki.evaluation.classification.holdout |
Holdout and cross-validation strategies for evaluating classifiers.
|
de.lmu.ifi.dbs.elki.index.lsh.hashfamilies |
Hash function families for LSH
|
de.lmu.ifi.dbs.elki.index.preprocessed.fastoptics |
Preprocessed index used by the FastOPTICS algorithm.
|
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.strategies.split |
Splitting strategies of nodes in an M-Tree (and variants)
|
de.lmu.ifi.dbs.elki.math.linearalgebra.pca |
Principal Component Analysis (PCA) and Eigenvector processing
|
de.lmu.ifi.dbs.elki.math.statistics.dependence |
Statistical measures of dependence, such as correlation
|
de.lmu.ifi.dbs.elki.math.statistics.distribution |
Standard distributions, with random generation functionalities
|
de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters |
Classes for various typed parameters
See the
de.lmu.ifi.dbs.elki.utilities.optionhandling package for
documentation! |
de.lmu.ifi.dbs.elki.utilities.random |
Random number generation.
|
de.lmu.ifi.dbs.elki.utilities.referencepoints |
Package containing strategies to obtain reference points
Shared code for various algorithms that use reference points
|
de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.uncertain |
Visualizers for uncertain data.
|
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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. |
Copyright © 2019 ELKI Development Team. License information.