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ivis: dimensionality reduction in very large datasets using Siamese Networks

Ignat Drozdov; Benjamin Szubert


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  <identifier identifierType="DOI">10.5281/zenodo.3361500</identifier>
  <creators>
    <creator>
      <creatorName>Ignat Drozdov</creatorName>
      <affiliation>Bering Limited</affiliation>
    </creator>
    <creator>
      <creatorName>Benjamin Szubert</creatorName>
      <affiliation>Bering Limited</affiliation>
    </creator>
  </creators>
  <titles>
    <title>ivis: dimensionality reduction in very large datasets using Siamese Networks</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2019</publicationYear>
  <dates>
    <date dateType="Issued">2019-08-06</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3361500</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/beringresearch/ivis/tree/1.3.0</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.2907841</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.3.0</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This release introduces a number of new features into &lt;code&gt;ivis&lt;/code&gt;:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Windows support&lt;/li&gt;
	&lt;li&gt;Code changes to support &lt;code&gt;ivis&lt;/code&gt; on Python2&lt;/li&gt;
	&lt;li&gt;R package received a major facelift - with big thanks to JOSS reviewers&lt;/li&gt;
	&lt;li&gt;Added cosine distance metric in triplet loss function&lt;/li&gt;
	&lt;li&gt;Minor bug fixes and performance improvements&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
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