pyclustering.cluster.optics Namespace Reference

Cluster analysis algorithm: OPTICS (Ordering Points To Identify Clustering Structure) More...

Classes

class  optics
 Class represents clustering algorithm OPTICS (Ordering Points To Identify Clustering Structure) with KD-tree optimization (ccore options is supported). More...
 
class  optics_descriptor
 Object description that used by OPTICS algorithm for cluster analysis. More...
 
class  ordering_analyser
 Analyser of cluster ordering diagram. More...
 
class  ordering_visualizer
 Cluster ordering diagram visualizer that represents dataset graphically as density-based clustering structure. More...
 

Detailed Description

Cluster analysis algorithm: OPTICS (Ordering Points To Identify Clustering Structure)

Implementation based on paper [2].

Authors
Andrei Novikov (pyclu.nosp@m.ster.nosp@m.ing@y.nosp@m.ande.nosp@m.x.ru)
Date
2014-2019