Package Info

python-fastcluster


Hierarchical clustering routines for Python


Development/Languages/Python

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.


License: BSD-2-Clause
URL: https://github.com/dmuellner/fastcluster

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Releases

Package Version Update ID Released Package Hub Version Platforms Subpackages
1.1.26-bp154.1.54 info GA Release 2022-05-09 15 SP4
  • AArch64
  • ppc64le
  • x86-64
  • python-fastcluster-debugsource
  • python-fastcluster-doc
  • python3-fastcluster
  • python3-fastcluster-debuginfo
1.1.26-bp153.1.18 info GA Release 2021-03-06 15 SP3
  • AArch64
  • ppc64le
  • x86-64
  • python-fastcluster-doc
  • python2-fastcluster
  • python3-fastcluster
1.1.26-bp152.1.7 info GA Release 2020-04-17 15 SP2
  • AArch64
  • ppc64le
  • x86-64
  • python-fastcluster-doc
  • python2-fastcluster
  • python3-fastcluster
1.1.24-bp151.3.2 info GA Release 2019-07-17 15 SP1
  • AArch64
  • ppc64le
  • x86-64
  • python-fastcluster-doc
  • python2-fastcluster
  • python3-fastcluster
1.1.24-bp151.2.11 info GA Release 2019-05-18 15 SP1
  • s390x
  • python-fastcluster-doc
  • python2-fastcluster
  • python3-fastcluster
1.1.24-bp150.2.4 info GA Release 2018-07-30 15
  • AArch64
  • ppc64le
  • s390x
  • x86-64
  • python-fastcluster-doc
  • python2-fastcluster
  • python3-fastcluster