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python-fastcluster

Fast hierarchical clustering routines for Python

Description

This library provides Python functions for hierarchical clustering. It generates hierarchical clusters from distance matrices or from vector data.

Part of this module is intended to replace the functions

    linkage, single, complete, average, weighted, centroid, median, ward

in the module scipy.cluster.hierarchy with the same functionality but much faster algorithms. Moreover, the function 'linkage_vector' provides memory-efficient clustering for vector data.

The interface is very similar to MATLAB's Statistics Toolbox API to make code easier to port from MATLAB to Python/Numpy. The core implementation of this library is in C++ for efficiency.

This package provides the package's Python interface.

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Homepage

https://cran.r-project.org/package=fastcluster


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716 other people were interested in this package here. The newest known version of this software is 1.1.25-2 (Information last updated 1 day ago.)