Package | Description |
---|---|
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.projection |
Data projections (see also preprocessing filters for basic projections).
|
de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms.
|
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
Introduction
The database query API is designed around the concept of prepared
statements.
|
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.probabilistic |
Distance from probability theory, mostly divergences such as K-L-divergence,
J-divergence, F-divergence, χ²-divergence, etc.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces
|
de.lmu.ifi.dbs.elki.distance.similarityfunction |
Similarity functions
|
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
|
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 |
---|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
Class and Description |
---|
DatabaseDistanceQuery
Run a database query in a database context.
|
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.
|
SpatialPrimitiveDistanceQuery
Distance query for spatial distance functions
|
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 |
---|
DatabaseDistanceQuery
Run a database query in a database context.
|
DistanceQuery
A distance query serves as adapter layer for database and primitive
distances.
|
SpatialPrimitiveDistanceQuery
Distance query for spatial distance functions
|
Class and Description |
---|
DatabaseDistanceQuery
Run a database query in a database context.
|
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 |
---|
SpatialPrimitiveDistanceSimilarityQuery
Combination query class, to allow combined implementations of spatial
distances and similarities.
|
Class and Description |
---|
SpatialPrimitiveDistanceQuery
Distance query for spatial distance functions
|
Class and Description |
---|
SpatialPrimitiveDistanceSimilarityQuery
Combination query class, to allow combined implementations of spatial
distances and similarities.
|
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.
|
Copyright © 2019 ELKI Development Team. License information.