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Package: python3-fastcluster (1.2.6-1build1)

Fast hierarchical clustering routines for Python 3

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 3 interface.

Other Packages Related to python3-fastcluster

  • depends
  • recommends
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  • dep: libc6 (>= 2.27) [riscv64]
    GNU C Library: Shared libraries
    also a virtual package provided by libc6-udeb
    dep: libc6 (>= 2.29) [not riscv64]
  • dep: libgcc-s1 (>= 3.0) [riscv64]
    GCC support library
    dep: libgcc-s1 (>= 3.3.1) [not armhf, riscv64]
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libstdc++6 (>= 5.2)
    GNU Standard C++ Library v3
  • dep: python3
    interactive high-level object-oriented language (default python3 version)
    dep: python3 (<< 3.13)
    dep: python3 (>= 3.12~)
  • dep: python3-numpy (>= 1:1.25.0)
    Fast array facility to the Python language (Python 3)
  • dep: python3-numpy-abi9
    virtual package provided by python3-numpy

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Architecture Package Size Installed Size Files
amd64 41.7 kB111 kB [list of files]
arm64 39.9 kB115 kB [list of files]
armhf 38.3 kB90 kB [list of files]
ppc64el 50.7 kB179 kB [list of files]
riscv64 42.4 kB95 kB [list of files]