Pyktree : a K-tree implementation in Python


Autoria(s): Ulf, Großekathofer; De Vries, Christopher M.; Geva, Shlomo
Data(s)

01/07/2011

Resumo

In this paper we present pyktree, an implementation of the K-tree algorithm in the Python programming language. The K-tree algorithm provides highly balanced search trees for vector quantization that scales up to very large data sets. Pyktree is highly modular and well suited for rapid-prototyping of novel distance measures and centroid representations. It is easy to install and provides a python package for library use as well as command line tools.

Formato

application/pdf

Identificador

http://eprints.qut.edu.au/42362/

Relação

http://eprints.qut.edu.au/42362/1/2011-QUT-Technical-Report.pdf

Ulf, Großekathofer , De Vries, Christopher M., & Geva, Shlomo (2011) Pyktree : a K-tree implementation in Python.

Direitos

Copyright 2011 please consult the authors

Fonte

Computer Science; Faculty of Science and Technology

Palavras-Chave #080109 Pattern Recognition and Data Mining #080306 Open Software #K-tree #clustering #k-means #vector quantization #search tree
Tipo

Report