Software Open Access

wannesm/dtaidistance v2.0.0

Wannes Meert; Kilian Hendrickx; Toon Van Craenendonck


JSON-LD (schema.org) Export

{
  "description": "<p>New in v2:</p>\n\n<ul>\n\t<li>Numpy is now an optional dependency, also to compile the C library (only Cython is required).</li>\n\t<li>Small optimizations throughout the C code to improve speed.</li>\n\t<li>The consistent use of <code>size_t</code> instead of <code>int</code> allows for larger data structures on 64 bit machines and be more compatible with Numpy.</li>\n\t<li>The parallelization is now implemented directly in C (included if OpenMP is installed).</li>\n\t<li>The <code>max_dist</code> argument turned out to be similar to Silva and Batista&#39;s work on PrunedDTW [7]. The toolbox now implements a version that is equal to PrunedDTW since it prunes more partial distances. Additionally, a <code>use_pruning</code> argument is added to automatically set <code>max_dist</code> to the Euclidean distance, as suggested by Silva and Batista, to speed up the computation (a new method <code>ub_euclidean</code> is available).</li>\n\t<li>Support in the C library for multi-dimensional sequences in the <code>dtaidistance.dtw_ndim</code> package.</li>\n</ul>", 
  "license": "", 
  "creator": [
    {
      "affiliation": "KU Leuven", 
      "@id": "https://orcid.org/0000-0001-9560-3872", 
      "@type": "Person", 
      "name": "Wannes Meert"
    }, 
    {
      "affiliation": "KU LEuven", 
      "@type": "Person", 
      "name": "Kilian Hendrickx"
    }, 
    {
      "affiliation": "KU Leuven", 
      "@type": "Person", 
      "name": "Toon Van Craenendonck"
    }
  ], 
  "url": "https://zenodo.org/record/3981067", 
  "codeRepository": "https://github.com/wannesm/dtaidistance/tree/v2.0.0", 
  "datePublished": "2020-08-12", 
  "version": "v2.0.0", 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3981067", 
  "@id": "https://doi.org/10.5281/zenodo.3981067", 
  "@type": "SoftwareSourceCode", 
  "name": "wannesm/dtaidistance v2.0.0"
}
2,161
73
views
downloads
All versions This version
Views 2,1611,043
Downloads 7318
Data volume 7.8 MB4.5 MB
Unique views 1,740826
Unique downloads 5417

Share

Cite as