Uses of Package
elki

Packages that use elki Package Description elki ELKI framework "Environment for Developing KDDApplications Supported by IndexStructures".elki.algorithm Miscellaneous algorithms.elki.algorithm.statistics Statistical analysis algorithms.elki.application Base classes for standalone applications.elki.classification Classification algorithms.elki.clustering Clustering algorithms.elki.clustering.affinitypropagation Affinity Propagation (AP) clustering.elki.clustering.biclustering Biclustering algorithms.elki.clustering.correlation Correlation clustering algorithms.elki.clustering.dbscan DBSCAN and its generalizations.elki.clustering.dbscan.parallel Parallel versions of Generalized DBSCAN.elki.clustering.em ExpectationMaximization clustering algorithm for Gaussian Mixture Modeling (GMM).elki.clustering.hierarchical Hierarchical agglomerative clustering (HAC).elki.clustering.hierarchical.birch BIRCH clustering.elki.clustering.hierarchical.extraction Extraction of partitional clusterings from hierarchical results.elki.clustering.kcenter Kcenter clustering.elki.clustering.kmeans Kmeans clustering and variations.elki.clustering.kmeans.parallel Parallelized implementations of kmeans.elki.clustering.kmeans.spherical Spherical kmeans clustering and variations.elki.clustering.kmedoids Kmedoids clustering (PAM).elki.clustering.meta Meta clustering algorithms, that get their result from other clusterings or external sources.elki.clustering.onedimensional Clustering algorithms for onedimensional data.elki.clustering.optics OPTICS family of clustering algorithms.elki.clustering.silhouette Silhouette clustering algorithms.elki.clustering.subspace Axisparallel subspace clustering algorithms.elki.clustering.svm elki.clustering.trivial Trivial clustering algorithms: all in one, no clusters, label clusterings.elki.clustering.uncertain Clustering algorithms for uncertain data.elki.itemsetmining Algorithms for frequent itemset mining such as APRIORI.elki.itemsetmining.associationrules Association rule mining.elki.outlier Outlier detection algorithms.elki.outlier.anglebased Anglebased outlier detection algorithms.elki.outlier.clustering Clustering based outlier detection.elki.outlier.density Densitybased outlier detection algorithms.elki.outlier.distance Distancebased outlier detection algorithms, such as DBOutlier and kNN.elki.outlier.distance.parallel Parallel implementations of distancebased outlier detectors.elki.outlier.intrinsic Outlier detection algorithms based on intrinsic dimensionality.elki.outlier.lof LOF family of outlier detection algorithms.elki.outlier.lof.parallel Parallelized variants of LOF.elki.outlier.meta Meta outlier detection algorithms: external scores, score rescaling.elki.outlier.spatial Spatial outlier detection algorithms.elki.outlier.subspace Subspace outlier detection methods.elki.outlier.svm SupportVectorMachines for outlier detection.elki.outlier.trivial Trivial outlier detection algorithms: no outliers, all outliers, label outliers.elki.projection Data projections (see also preprocessing filters for basic projections).elki.timeseries Algorithms for change point detection in time series.elki.workflow Work flow packages, e.g., following the usual KDD model.tutorial.clustering Classes from the tutorial on implementing a custom kmeans variation.tutorial.outlier Tutorials on implementing outlier detection methods in ELKI. 
Classes in elki used by elki Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class.KDDTask KDDTask encapsulates the common workflow of an unsupervised knowledge discovery task. 
Classes in elki used by elki.algorithm Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.algorithm.statistics Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.application Class Description KDDTask KDDTask encapsulates the common workflow of an unsupervised knowledge discovery task. 
Classes in elki used by elki.classification Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.affinitypropagation Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.biclustering Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.correlation Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.dbscan Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.dbscan.parallel Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.em Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.hierarchical Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.hierarchical.birch Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.hierarchical.extraction Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.kcenter Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.kmeans Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.kmeans.parallel Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.kmeans.spherical Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.kmedoids Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.meta Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.onedimensional Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.optics Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.silhouette Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.subspace Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.svm Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.trivial Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.clustering.uncertain Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.itemsetmining Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.itemsetmining.associationrules Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.anglebased Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.clustering Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.density Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.distance Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.distance.parallel Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.intrinsic Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.lof Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.lof.parallel Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.meta Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.spatial Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.subspace Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.svm Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.outlier.trivial Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.projection Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.timeseries Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by elki.workflow Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by tutorial.clustering Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class. 
Classes in elki used by tutorial.outlier Class Description Algorithm Specifies the requirements for any algorithm that is to be executable by the main class.