| 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.