Exploring Data Version Control for machine learning pipelines in research
Exploring Data Version Control for machine learning pipelines in research
Sultova, N.
Abstract
Exploration of Data Version Control as framework for managing machine learning workflows for HelmholtzAI.
The content consists of blogposts and additional code to follow along the tutorials-part.
Keywords: machine learning version control pipelines
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Software in externem Daten-Repositorium
Publication year 2021
Programming language: python, markdown
System requirements: OSX, Linux, python 3.8 <
License: BSD 3-Clause "New" or "Revised" License (Link to license text)
Hosted on Github: Link to location -
WWW-Beitrag
https://nsultova.medium.com/exploring-dvc-for-machine-learning-pipelines-in-research-part-1-3ebc2ca35a18
Permalink: https://www.hzdr.de/publications/Publ-32717