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mds-approximations

Repository to hold new mds approximations code. The goal is to test all the ones we have access to and just move the best to skbio.

Data

./mdsa/tests/data/full_sym_matrix.txt

A symmetrical matrix for testing: The following is a distance matrix of 100 points making up a 16-dimensional spiral. Idea was copied from Tzeng et al. 2008 (PMID 18394154).

Note: the objects are ordered, i.e. permuting the distances will give better MDS approximations.

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Fast, heuristic metric multidimensional scaling techniques for principal coordinate analysis of microbiome and ecological datasets.

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  • Python 100.0%