| 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.
|
| de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan |
Generalized DBSCAN.
|
| 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.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.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.preprocessed |
Index structure based on preprocessors
|
| de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
| de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
| de.lmu.ifi.dbs.elki.result.optics |
Result classes for OPTICS.
|
| 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.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.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.thumbs |
Thumbnail "Visualizers" (that take care of refreshing thumbnails)
|
| tutorial.clustering |
Classes from the tutorial on implementing a custom k-means variation.
|
| Class and Description |
|---|
| WritableDataStore
Writable data store.
|
| Class and Description |
|---|
| DataStore
Generic storage interface for objects indexed by
DBID. |
| WritableDataStore
Writable data store.
|
| Class and Description |
|---|
| WritableIntegerDataStore
Data store specialized for doubles.
|
| Class and Description |
|---|
| DataStore
Generic storage interface for objects indexed by
DBID. |
| DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
| DoubleDistanceDataStore
Double-valued data store (avoids boxing/unboxing).
|
| WritableDataStore
Writable data store.
|
| WritableDBIDDataStore
Data store specialized for doubles.
|
| WritableDoubleDistanceDataStore
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. |
| Class and Description |
|---|
| DataStoreEvent.Type
Available event types.
|
| 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. |
| DataStoreEvent.Type
Available event types.
|
| 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).
|
| DoubleDistanceDataStore
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.
|
| WritableDoubleDistanceDataStore
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).
|
| DoubleDistanceDataStore
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.
|
| WritableDoubleDistanceDataStore
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.
|
| Class and Description |
|---|
| DataStoreIDMap
Interface to map DBIDs to integer record ids for use in storage.
|
| Class and Description |
|---|
| DataStore
Generic storage interface for objects indexed by
DBID. |
| Class and Description |
|---|
| WritableDataStore
Writable data store.
|
| Class and Description |
|---|
| WritableDataStore
Writable data store.
|
| Class and Description |
|---|
| DataStore
Generic storage interface for objects indexed by
DBID. |
| Class and Description |
|---|
| DataStore
Generic storage interface for objects indexed by
DBID. |
| WritableDataStore
Writable data store.
|
| 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. |
| 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.
|