Source: python-cluster
Section: python
Priority: optional
Maintainer: Debian Python Modules Team <python-modules-team@lists.alioth.debian.org>
Uploaders: Luciano Bello <luciano@debian.org>, Adrian Alves <aalves@gmail.com>
Build-Depends: debhelper (>= 9), python-all, dh-python, python-setuptools
Standards-Version: 3.9.8
Homepage: https://github.com/exhuma/python-cluster/
XS-Python-Version: all
Vcs-Git: https://anonscm.debian.org/git/python-modules/packages/python-cluster.git
Vcs-Browser: https://anonscm.debian.org/cgit/python-modules/packages/python-cluster.git

Package: python-cluster
Architecture: all
Depends: ${python:Depends}, python-pkg-resources, ${misc:Depends}
XB-Python-Version: ${python:Versions}
Description: allows grouping a list of arbitrary objects into related groups (clusters)
 python-cluster is a "simple" package that allows users to create several groups
 (clusters) of objects from a list. It's meant to be flexible and able to
 cluster any object. To ensure this kind of flexibility, you need not only to
 supply the list of objects, but also a function that calculates the similarity
 between two of those objects. For simple datatypes, like integers, this can be
 as simple as a subtraction, but more complex calculations are possible. Right
 now, it is possible to generate the clusters using a hierarchical clustering
 and the popular K-Means algorithm. For the hierarchical algorithm there are
 different "linkage" (single, complete, average and uclus) methods available.