| 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.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.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.
|
| WritableIntegerDataStore
Data store specialized for doubles.
|
| Class and Description |
|---|
| WritableDataStore
Writable data store.
|
| Class and Description |
|---|
| DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
| WritableDataStore
Writable data store.
|
| WritableDoubleDataStore
Data store specialized for doubles.
|
| WritableIntegerDataStore
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.
|