Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
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de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations.
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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
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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.application.visualization |
Visualization applications in ELKI.
|
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.
|
de.lmu.ifi.dbs.elki.database.query.rknn |
Prepared queries for reverse k nearest neighbor (rkNN) queries.
|
de.lmu.ifi.dbs.elki.distance | |
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.colorhistogram |
Distance functions using correlations.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.correlation |
Distance functions using correlations.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.geo |
Geographic (earth) distance functions.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
|
de.lmu.ifi.dbs.elki.distance.distanceresultlist |
Classes for building and storing the results of distance-based queries
The classes in this package essentially form three groups:
KNNHeap for building kNN results. |
de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.tree.metrical |
Tree-based index structures for metrical vector spaces.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants |
M-Tree and variants.
|
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.metrical.mtreevariants.split |
Splitting strategies of nodes in an M-Tree (and variants).
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
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.rstar | |
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
Class and Description |
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DistanceQuery
A distance query serves as adapter layer for database and primitive distances.
|
Class and Description |
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DistanceQuery
A distance query serves as adapter layer for database and primitive distances.
|
Class and Description |
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DistanceQuery
A distance query serves as adapter layer for database and primitive distances.
|
Class and Description |
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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 |
---|
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.
|
PrimitiveDistanceQuery
Run a database query in a database context.
|
SpatialDistanceQuery
Query interface for spatial distance queries.
|
Class and Description |
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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 |
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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 |
---|
SpatialDistanceQuery
Query interface for spatial distance queries.
|
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 |
---|
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.
|
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.
|
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.
|