Software Open Access
Sultova, Neda
<?xml version='1.0' encoding='utf-8'?> <resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd"> <identifier identifierType="DOI">10.14278/rodare.992</identifier> <creators> <creator> <creatorName>Sultova, Neda</creatorName> <givenName>Neda</givenName> <familyName>Sultova</familyName> <affiliation>HelmholtzAI Consultant</affiliation> </creator> </creators> <titles> <title>Exploration of DVC (Data Version Control)</title> </titles> <publisher>Rodare</publisher> <publicationYear>2021</publicationYear> <subjects> <subject>machine learning version control pipelines</subject> </subjects> <dates> <date dateType="Issued">2021-05-25</date> </dates> <resourceType resourceTypeGeneral="Software"/> <alternateIdentifiers> <alternateIdentifier alternateIdentifierType="url">https://rodare.hzdr.de/record/992</alternateIdentifier> </alternateIdentifiers> <relatedIdentifiers> <relatedIdentifier relatedIdentifierType="URL" relationType="IsIdenticalTo">https://www.hzdr.de/publications/Publ-32662</relatedIdentifier> <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.14278/rodare.991</relatedIdentifier> <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/rodare</relatedIdentifier> </relatedIdentifiers> <rightsList> <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights> <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights> </rightsList> <descriptions> <description descriptionType="Abstract"><p>The repository contains tutorials and&nbsp;code which were&nbsp;created based on the exploration of&nbsp;DVC (Data Version Control)&nbsp;as a potential tool for managing machine learning pipelines within HZDR.<br> The tutorials&nbsp;aim to help understanding the tools features and drawbacks and also serve as future teaching material.</p></description> </descriptions> </resource>
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