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Kepler Mapper: A flexible Python implementation of the Mapper algorithm

Hendrik Jacob van Veen; Nathaniel Saul; David Eargle; Sam W. Mangham


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  <identifier identifierType="DOI">10.5281/zenodo.4754451</identifier>
  <creators>
    <creator>
      <creatorName>Hendrik Jacob van Veen</creatorName>
      <affiliation>Nubank</affiliation>
    </creator>
    <creator>
      <creatorName>Nathaniel Saul</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8549-9810</nameIdentifier>
      <affiliation>New Relic</affiliation>
    </creator>
    <creator>
      <creatorName>David Eargle</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-4056-8114</nameIdentifier>
      <affiliation>Leeds School of Business, University of Colorado Boulder</affiliation>
    </creator>
    <creator>
      <creatorName>Sam W. Mangham</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-7511-5652</nameIdentifier>
      <affiliation>Department of Electronics &amp; Computer Science, University of Southampton, Southampton, SO17 1BJ, UK</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Kepler Mapper: A flexible Python implementation of the Mapper algorithm</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>Python</subject>
    <subject>Mapper</subject>
    <subject>Topological Data Analysis</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-05-12</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4754451</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/scikit-tda/kepler-mapper/tree/v2.0.1</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1002377</relatedIdentifier>
  </relatedIdentifiers>
  <version>v2.0.1</version>
  <rightsList>
    <rights rightsURI="https://opensource.org/licenses/MIT">MIT License</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">This is a Python implementation of the TDA Mapper algorithm for visualization of high-dimensional data. For complete documentation, see &lt;a href="https://kepler-mapper.scikit-tda.org"&gt;kepler-mapper.scikit-tda.org&lt;/a&gt;.</description>
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