Package | Description |
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de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering 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.gdbscan |
Generalized DBSCAN.
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de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations.
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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.
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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
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de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
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de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
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de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
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de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted |
Weighted Neighborhood definitions.
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de.lmu.ifi.dbs.elki.algorithm.outlier.subspace |
Subspace outlier detection methods.
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de.lmu.ifi.dbs.elki.algorithm.outlier.trivial |
Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
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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.)
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de.lmu.ifi.dbs.elki.data.projection |
Data projections.
|
de.lmu.ifi.dbs.elki.data.type |
Data type information, also used for type restrictions.
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
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de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
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de.lmu.ifi.dbs.elki.datasource.bundle |
Object bundles - exchange container for multi-represented objects.
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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.
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de.lmu.ifi.dbs.elki.datasource.filter.transform |
Data space transformations.
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de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
de.lmu.ifi.dbs.elki.distance.distancefunction |
Distance functions for use within ELKI.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.adapter |
Distance functions deriving distances from e.g. similarity measures
|
de.lmu.ifi.dbs.elki.distance.distancefunction.geo |
Geographic (earth) distance functions.
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de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
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de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries |
Distance functions designed for time series.
|
de.lmu.ifi.dbs.elki.distance.similarityfunction |
Similarity functions.
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de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel |
Kernel functions.
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de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
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de.lmu.ifi.dbs.elki.index.preprocessed.localpca |
Index using a preprocessed local PCA.
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de.lmu.ifi.dbs.elki.index.preprocessed.preference |
Indexes storing preference vectors.
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de.lmu.ifi.dbs.elki.index.preprocessed.snn |
Indexes providing nearest neighbor sets
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de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj |
Index using a preprocessed local subspaces.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants |
M-Tree and variants.
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de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants |
R*-Tree and variants.
|
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.result.optics |
Result classes for OPTICS.
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de.lmu.ifi.dbs.elki.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
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tutorial.distancefunction |
Classes from the tutorial on implementing distance functions.
|
tutorial.outlier |
Class and Description |
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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VectorTypeInformation
Construct a type information for vector spaces with fixed dimensionality.
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Class and Description |
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NoSupportedDataTypeException
Exception thrown when no supported data type was found.
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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VectorTypeInformation
Construct a type information for vector spaces with fixed dimensionality.
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Class and Description |
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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NoSupportedDataTypeException
Exception thrown when no supported data type was found.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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