Software Open Access

Exploration of DVC (Data Version Control)

Sultova, Neda


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Sultova, Neda</dc:creator>
  <dc:date>2021-05-25</dc:date>
  <dc:description>The repository contains tutorials and code which were created based on the exploration of DVC (Data Version Control) as a potential tool for managing machine learning pipelines within HZDR.
The tutorials aim to help understanding the tools features and drawbacks and also serve as future teaching material.</dc:description>
  <dc:identifier>https://rodare.hzdr.de/record/992</dc:identifier>
  <dc:identifier>10.14278/rodare.992</dc:identifier>
  <dc:identifier>oai:rodare.hzdr.de:992</dc:identifier>
  <dc:relation>url:https://www.hzdr.de/publications/Publ-32662</dc:relation>
  <dc:relation>doi:10.14278/rodare.991</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>machine learning version control pipelines</dc:subject>
  <dc:title>Exploration of DVC (Data Version Control)</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
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