Package | Description |
---|---|
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.hierarchical |
Hierarchical agglomerative clustering (HAC).
|
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.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.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.lof |
LOF family of outlier detection algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.query |
Database queries - computing distances, neighbors, similarities - API and general documentation.
|
de.lmu.ifi.dbs.elki.database.query.distance |
Prepared queries for distances.
|
de.lmu.ifi.dbs.elki.database.query.knn |
Prepared queries for k nearest neighbor (kNN) queries.
|
de.lmu.ifi.dbs.elki.database.query.range |
Prepared queries for ε-range queries, that return all objects within the radius ε.
|
de.lmu.ifi.dbs.elki.database.query.rknn |
Prepared queries for reverse k nearest neighbor (rkNN) queries.
|
de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
|
de.lmu.ifi.dbs.elki.distance.distancefunction |
Distance functions for use within ELKI.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.adapter |
Distance functions deriving distances from e.g. similarity measures
|
de.lmu.ifi.dbs.elki.distance.distancefunction.external |
Distance functions using external data sources.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
|
de.lmu.ifi.dbs.elki.evaluation.clustering.internal |
Internal evaluation measures for clusterings.
|
de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.distancematrix |
Precomputed distance matrix.
|
de.lmu.ifi.dbs.elki.index.idistance |
iDistance is a distance based indexing technique, using a reference points embedding.
|
de.lmu.ifi.dbs.elki.index.invertedlist |
Indexes using inverted lists.
|
de.lmu.ifi.dbs.elki.index.lsh |
Locality Sensitive Hashing
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.projected |
Projected indexes for data.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.covertree |
Cover-tree variations.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees |
Metrical index structures based on the concepts of the M-Tree
supporting processing of reverse k nearest neighbor queries by
using the k-nn distances of the entries.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkapp | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkcop | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkmax | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mktab | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.query |
Classes for performing queries (knn, range, ...) on metrical trees.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.kd |
K-d-tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.flat | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.query |
Queries on the R-Tree family of indexes: kNN and range queries.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar | |
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
PrimitiveDistanceQuery
Run a database query in a database context.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
AbstractDatabaseDistanceQuery
Run a database query in a database context.
|
AbstractDistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
DBIDDistanceQuery
Run a distance query based on DBIDs
|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
PrimitiveDistanceQuery
Run a database query in a database context.
|
SpatialDistanceQuery
Query interface for spatial distance queries.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
PrimitiveDistanceQuery
Run a database query in a database context.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
PrimitiveDistanceQuery
Run a database query in a database context.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
AbstractDatabaseDistanceQuery
Run a database query in a database context.
|
AbstractDistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
SpatialDistanceQuery
Query interface for spatial distance queries.
|
SpatialPrimitiveDistanceQuery
Distance query for spatial distance functions
|
Class and Description |
---|
AbstractDatabaseDistanceQuery
Run a database query in a database context.
|
AbstractDistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
SpatialPrimitiveDistanceQuery
Distance query for spatial distance functions
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
SpatialDistanceQuery
Query interface for spatial distance queries.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
SpatialDistanceQuery
Query interface for spatial distance queries.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.