Package | Description |
---|---|
de.lmu.ifi.dbs.elki.index |
Index structure implementations
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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
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de.lmu.ifi.dbs.elki.index.tree.metrical.covertree |
Cover-tree variations.
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de.lmu.ifi.dbs.elki.index.tree.spatial.kd |
K-d-tree and variants
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de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
Modifier and Type | Class and Description |
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class |
AbstractRefiningIndex<O>
Abstract base class for Filter-refinement indexes.
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Modifier and Type | Class and Description |
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class |
PrecomputedSimilarityMatrix<O>
Precomputed similarity matrix, for a small data set.
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Modifier and Type | Class and Description |
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class |
InMemoryIDistanceIndex<O>
In-memory iDistance index, a metric indexing method using a reference point
embedding.
|
Modifier and Type | Class and Description |
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class |
InMemoryInvertedIndex<V extends NumberVector>
Simple index using inverted lists, for cosine distance only.
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Modifier and Type | Class and Description |
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class |
InMemoryLSHIndex.Instance
Instance of a LSH index for a single relation.
|
Modifier and Type | Class and Description |
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class |
AbstractCoverTree<O>
Abstract base class for cover tree variants.
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class |
CoverTree<O>
Cover tree data structure (in-memory).
|
class |
SimplifiedCoverTree<O>
Simplified cover tree data structure (in-memory).
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Modifier and Type | Class and Description |
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class |
MinimalisticMemoryKDTree<O extends NumberVector>
Simple implementation of a static in-memory K-D-tree.
|
class |
SmallMemoryKDTree<O extends NumberVector>
Simple implementation of a static in-memory K-D-tree.
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Modifier and Type | Class and Description |
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class |
PartialVAFile<V extends NumberVector>
PartialVAFile.
|
class |
VAFile<V extends NumberVector>
Vector-approximation file (VAFile)
Reference:
R.
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Copyright © 2019 ELKI Development Team. License information.