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cosanlab/nltools: 0.4.0

Luke Chang; Sam; Eshin Jolly; Jin Hyun Cheong; Anton Burnashev; Andy Chen; Marissa Clark; Seth Frey


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{
  "description": "New Functionality\n<ul>\n<li>Added new intersubject correlation (ISC) functionality. ISC function in stats module can compute different types of resampling tests (i.e., circular shifting, phase randomization, subject-wise bootstrapping. ISC method on Adjacency Class can perform subject-wise bootstrapping.</li>\n<li>Added new intersubject functional connectivity (ISFC) functionality. Uses leave-one-subject out averaging method.</li>\n<li>Added new dynamic intersubject phase synchrony (ISPS) functionality. Calculate length of average resultant vector, significance computed with parametric Rayleigh test.</li>\n<li>roi_to_brain is now much faster when using arrays.</li>\n<li>Added new timeseries permutation methods to correlation_permutation function (circle shifting and phase randomization)</li>\n<li>Brain_Data has a new <code>temporal_resample</code> method to up and downsample timeseries</li>\n</ul>\nBug Fixes\n<ul>\n<li>fixed smoothing bug</li>\n<li>temporary fix to plotting bug. due to change to matlotlib api, colorbars on brain_data plots are not working correctly. Turned them off by default for now.</li>\n<li>no longer pinning joblib to old version</li>\n</ul>\nRefactoring\n<ul>\n<li>updated and refactored align code.</li>\n</ul>\nDeprecated/Removed\n<ul>\n<li>Removed jackknife permutation method as we decided it wasn't working as we intended.</li>\n</ul>", 
  "license": "", 
  "creator": [
    {
      "affiliation": "Dartmouth College", 
      "@type": "Person", 
      "name": "Luke Chang"
    }, 
    {
      "@type": "Person", 
      "name": "Sam"
    }, 
    {
      "@type": "Person", 
      "name": "Eshin Jolly"
    }, 
    {
      "affiliation": "Dartmouth College", 
      "@type": "Person", 
      "name": "Jin Hyun Cheong"
    }, 
    {
      "affiliation": "@stampsy", 
      "@type": "Person", 
      "name": "Anton Burnashev"
    }, 
    {
      "affiliation": "National Taiwan University", 
      "@type": "Person", 
      "name": "Andy Chen"
    }, 
    {
      "@type": "Person", 
      "name": "Marissa Clark"
    }, 
    {
      "affiliation": "University of California", 
      "@type": "Person", 
      "name": "Seth Frey"
    }
  ], 
  "url": "https://zenodo.org/record/3924884", 
  "codeRepository": "https://github.com/cosanlab/nltools/tree/0.4.0", 
  "datePublished": "2020-07-01", 
  "version": "0.4.0", 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3924884", 
  "@id": "https://doi.org/10.5281/zenodo.3924884", 
  "@type": "SoftwareSourceCode", 
  "name": "cosanlab/nltools: 0.4.0"
}
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