December 12, 2018 Software Open Access

Luke Chang; Eshin Jolly; Jin Hyun Cheong; Anton Burnashev; Andy Chen

DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.2229813">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Software"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.2229813</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.2229813"/>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Luke Chang</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Dartmouth College</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Eshin Jolly</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Dartmouth College</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Jin Hyun Cheong</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Dartmouth College</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Anton Burnashev</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>@stampsy</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Andy Chen</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Dartmouth College</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>cosanlab/nltools: 0.3.11</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2018</dct:issued>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2018-12-12</dct:issued>
    <owl:sameAs rdf:resource="https://zenodo.org/record/2229813"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/2229813</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:relation rdf:resource="https://github.com/cosanlab/nltools/tree/0.3.11"/>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.2229812"/>
    <owl:versionInfo>0.3.11</owl:versionInfo>
    <dct:description>&lt;p&gt;&lt;em&gt;New Functionality&lt;/em&gt;&lt;/p&gt; &lt;ul&gt; &lt;li&gt;Can now perform multi-region and/or searchlight based prediction using &lt;code&gt;Brain_Data.predict_multi&lt;/code&gt;&lt;/li&gt; &lt;li&gt;&lt;code&gt;Brain_Data.predict&lt;/code&gt; now support multi-class classification&lt;/li&gt; &lt;li&gt;New interactive plotting based on &lt;code&gt;nilearn&lt;/code&gt; using &lt;code&gt;Brain_Data.iplot()&lt;/code&gt;&lt;/li&gt; &lt;li&gt;plotting functions have been renamed to remove camel case (e.g. &lt;code&gt;plotBrain&lt;/code&gt; -&amp;gt; &lt;code&gt;plot_brain&lt;/code&gt;)&lt;/li&gt; &lt;li&gt;&lt;code&gt;Brain_Data.plot&lt;/code&gt; now integrates old plotting functions in method call using argument &lt;code&gt;view&lt;/code&gt;. Still defaults to axial slices but can optionally display, &lt;code&gt;glass&lt;/code&gt;, &lt;code&gt;mni&lt;/code&gt; (for ortho slices) or &lt;code&gt;both&lt;/code&gt;&lt;/li&gt; &lt;li&gt;new &lt;code&gt;distance_correlation&lt;/code&gt;, &lt;code&gt;procrustes_distance&lt;/code&gt;, &lt;code&gt;jackknife_permutation&lt;/code&gt; functions in &lt;code&gt;nltools.stats&lt;/code&gt;&lt;/li&gt; &lt;li&gt;&lt;code&gt;expand_mask&lt;/code&gt;, &lt;code&gt;collapse_mask&lt;/code&gt;, &lt;code&gt;create_sphere&lt;/code&gt; can now take custom masks&lt;/li&gt; &lt;li&gt;&lt;code&gt;Brain_Data.standarize&lt;/code&gt; gains new axis argument&lt;/li&gt; &lt;/ul&gt; &lt;p&gt;&lt;em&gt;Bug Fixes&lt;/em&gt;&lt;/p&gt; &lt;ul&gt; &lt;li&gt;Fixed issue in boolean indexing with ROC forced choice computation&lt;/li&gt; &lt;li&gt;Fixed edge case bug in &lt;code&gt;fdr&lt;/code&gt;&lt;/li&gt; &lt;li&gt;&lt;code&gt;holm_bonf&lt;/code&gt; behaves like &lt;code&gt;fdr&lt;/code&gt; now and fixes incorrect pvalue bug&lt;/li&gt; &lt;li&gt;&lt;code&gt;check_numpy_square_matrix&lt;/code&gt; validates properly now&lt;/li&gt; &lt;li&gt;fixed issue in failed arma regression if &lt;code&gt;statsmodels&lt;/code&gt; was not installed&lt;/li&gt; &lt;li&gt;fixed issue in failed interactive plotting if &lt;code&gt;ipywidgets&lt;/code&gt; was not installed&lt;/li&gt; &lt;/ul&gt;</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.2229813"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.2229813"/>
        <dcat:byteSize>3367879</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/2229813/files/cosanlab/nltools-0.3.11.zip"/>
        <dcat:mediaType>application/zip</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>