__init__.py 938 B

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  1. """
  2. =========================================
  3. Clustering package (:mod:`scipy.cluster`)
  4. =========================================
  5. .. currentmodule:: scipy.cluster
  6. :mod:`scipy.cluster.vq`
  7. Clustering algorithms are useful in information theory, target detection,
  8. communications, compression, and other areas. The `vq` module only
  9. supports vector quantization and the k-means algorithms.
  10. :mod:`scipy.cluster.hierarchy`
  11. The `hierarchy` module provides functions for hierarchical and
  12. agglomerative clustering. Its features include generating hierarchical
  13. clusters from distance matrices,
  14. calculating statistics on clusters, cutting linkages
  15. to generate flat clusters, and visualizing clusters with dendrograms.
  16. """
  17. from __future__ import division, print_function, absolute_import
  18. __all__ = ['vq', 'hierarchy']
  19. from . import vq, hierarchy
  20. from scipy._lib._testutils import PytestTester
  21. test = PytestTester(__name__)
  22. del PytestTester