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PredictMD - Uniform interface for machine learning in Julia

Aluthge DP; Sinha I; Stey P; Restrepo MI; Chen ES; Sarkar IN


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  <identifier identifierType="DOI">10.5281/zenodo.1434489</identifier>
  <creators>
    <creator>
      <creatorName>Aluthge DP</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-9247-0530</nameIdentifier>
      <affiliation>Brown Center for Biomedical Informatics, Brown University</affiliation>
    </creator>
    <creator>
      <creatorName>Sinha I</creatorName>
      <affiliation>Brown Center for Biomedical Informatics, Brown University</affiliation>
    </creator>
    <creator>
      <creatorName>Stey P</creatorName>
      <affiliation>Brown Center for Biomedical Informatics, Brown University</affiliation>
    </creator>
    <creator>
      <creatorName>Restrepo MI</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-2708-8984</nameIdentifier>
      <affiliation>Brown Center for Biomedical Informatics, Brown University</affiliation>
    </creator>
    <creator>
      <creatorName>Chen ES</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-6181-3369</nameIdentifier>
      <affiliation>Brown Center for Biomedical Informatics, Brown University</affiliation>
    </creator>
    <creator>
      <creatorName>Sarkar IN</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-2054-7356</nameIdentifier>
      <affiliation>Brown Center for Biomedical Informatics, Brown University</affiliation>
    </creator>
  </creators>
  <titles>
    <title>PredictMD - Uniform interface for machine learning in Julia</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2018</publicationYear>
  <subjects>
    <subject>biomedical informatics</subject>
    <subject>Julia</subject>
    <subject>machine learning</subject>
    <subject>statistics</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2018-09-22</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://github.com/bcbi/PredictMD.jl/releases/tag/v0.20.0</alternateIdentifier>
    <alternateIdentifier alternateIdentifierType="url">https://github.com/bcbi/PredictMD.jl/tree/v0.20.0</alternateIdentifier>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1434489</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsCompiledBy">https://www.predictmd.net</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsDocumentedBy">https://www.predictmd.net/v0.20.0</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1291209</relatedIdentifier>
  </relatedIdentifiers>
  <version>v0.20.0</version>
  <rightsList>
    <rights rightsURI="http://www.opensource.org/licenses/MIT">MIT License</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;PredictMD is a free and open-source Julia package that provides a uniform interface for machine learning.&lt;/p&gt;</description>
    <description descriptionType="Other">Development of PredictMD was supported in part by National Institutes of Health grants U54GM115677, R01LM011963, and R25MH116440. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.</description>
  </descriptions>
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