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.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.
|
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.
|
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.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 |
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 |
---|
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).
|
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 |
---|
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).
|
Class and Description |
---|
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.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.