Pyktree : a K-tree implementation in Python
Data(s) |
01/07/2011
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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 | |
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 |