Package | Description |
---|---|
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
Clustering algorithms are supposed to implement the
Algorithm -Interface. |
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.algorithm.clustering.em |
Expectation-Maximization clustering algorithm.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan |
Generalized DBSCAN
Generalized DBSCAN is an abstraction of the original DBSCAN idea,
that allows the use of arbitrary "neighborhood" and "core point" predicates.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.parallel |
Parallel versions of Generalized DBSCAN.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical |
Hierarchical agglomerative clustering (HAC).
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction |
Extraction of partitional clusterings from hierarchical results.
|
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.kmeans.parallel |
Parallelized implementations of k-means.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.optics |
OPTICS family of 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.uncertain |
Clustering algorithms for uncertain data.
|
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased |
Angle-based outlier detection algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.clustering |
Clustering based outlier detection.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.distance |
Distance-based outlier detection algorithms, such as DBOutlier and kNN.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.intrinsic |
Outlier detection algorithms based on intrinsic dimensionality.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.lof |
LOF family of outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel |
Parallelized variants of LOF.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.datastore |
General data store layer API (along the lines of
Map<DBID, T> - use everywhere!) |
de.lmu.ifi.dbs.elki.database.datastore.memory |
Memory data store implementation for ELKI.
|
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.relation |
Relations, materialized and virtual (views)
|
de.lmu.ifi.dbs.elki.index.invertedlist |
Indexes using inverted lists.
|
de.lmu.ifi.dbs.elki.index.preprocessed |
Index structure based on preprocessors
|
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.parallel.processor |
Processor API of ELKI, and some essential shared processors.
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
de.lmu.ifi.dbs.elki.utilities.datastructures.unionfind |
Union-find data structures.
|
de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI
|
de.lmu.ifi.dbs.elki.visualization.gui |
Package to provide a visualization GUI
|
de.lmu.ifi.dbs.elki.visualization.visualizers |
Visualizers for various results
|
de.lmu.ifi.dbs.elki.visualization.visualizers.histogram |
Visualizers based on 1D projected histograms
|
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 |
Visualizers based on parallel coordinates
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.cluster |
Visualizers for clustering results based on parallel coordinates
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.index |
Visualizers for index structure based on parallel coordinates
|
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.cluster |
Visualizers for clustering results based on 2D projections
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.density |
Visualizers for data set density in a scatterplot projection
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.index |
Visualizers for index structures based on 2D projections
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.outlier |
Visualizers for outlier scores based on 2D projections
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection |
Visualizers for object selection based on 2D projections
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.uncertain |
Visualizers for uncertain data.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.thumbs |
Thumbnail "Visualizers" (that take care of refreshing thumbnails)
|
de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj |
Visualizers that do not use a particular projection
|
tutorial.clustering |
Classes from the tutorial on implementing a custom k-means variation
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
Class and Description |
---|
IntegerDataStore
Integer-valued data store (avoids boxing/unboxing).
|
WritableDataStore
Writable data store.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
Class and Description |
---|
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
IntegerDataStore
Integer-valued data store (avoids boxing/unboxing).
|
WritableDBIDDataStore
Data store specialized for doubles.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
WritableDataStore
Writable data store.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
WritableDBIDDataStore
Data store specialized for doubles.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
WritableDataStore
Writable data store.
|
WritableDBIDDataStore
Data store specialized for doubles.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
WritableDataStore
Writable data store.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DataStoreEvent
Encapsulates information describing changes, i.e. updates, insertions, and /
or deletions in a
DataStore , and used to notify all subscribed
DataStoreListener of the change. |
DataStoreFactory
API for a storage factory used for producing larger storage maps.
|
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
IntegerDataStore
Integer-valued data store (avoids boxing/unboxing).
|
RecordStore
Represents a storage which stores multiple values per object in a record fashion.
|
WritableDataStore
Writable data store.
|
WritableDBIDDataStore
Data store specialized for doubles.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
WritableRecordStore
Represents a storage which stores multiple values per object in a record fashion.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DataStoreFactory
API for a storage factory used for producing larger storage maps.
|
DataStoreIDMap
Interface to map DBIDs to integer record ids for use in storage.
|
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
IntegerDataStore
Integer-valued data store (avoids boxing/unboxing).
|
RecordStore
Represents a storage which stores multiple values per object in a record fashion.
|
WritableDataStore
Writable data store.
|
WritableDBIDDataStore
Data store specialized for doubles.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
WritableRecordStore
Represents a storage which stores multiple values per object in a record fashion.
|
Class and Description |
---|
DataStoreIDMap
Interface to map DBIDs to integer record ids for use in storage.
|
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
Class and Description |
---|
DataStoreIDMap
Interface to map DBIDs to integer record ids for use in storage.
|
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
Class and Description |
---|
WritableDoubleDataStore
Data store specialized for doubles.
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
Class and Description |
---|
WritableDataStore
Writable data store.
|
WritableDoubleDataStore
Data store specialized for doubles.
|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStore
Generic storage interface for objects indexed by
DBID . |
Class and Description |
---|
WritableIntegerDataStore
Data store specialized for doubles.
|
Class and Description |
---|
DataStoreEvent
Encapsulates information describing changes, i.e. updates, insertions, and /
or deletions in a
DataStore , and used to notify all subscribed
DataStoreListener of the change. |
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreEvent
Encapsulates information describing changes, i.e. updates, insertions, and /
or deletions in a
DataStore , and used to notify all subscribed
DataStoreListener of the change. |
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreEvent
Encapsulates information describing changes, i.e. updates, insertions, and /
or deletions in a
DataStore , and used to notify all subscribed
DataStoreListener of the change. |
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
DataStoreListener
Defines the interface for an object that listens to changes in a
DataStore . |
Class and Description |
---|
WritableDataStore
Writable data store.
|
Copyright © 2019 ELKI Development Team. License information.