Version Control: Difference between revisions

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'''Version Control''' refers to the the process of tracking historical changes to your research workflow, and more importantly '''specifying which version of your workflow produces which set of results'''. This is helpful for keeping track of promising directions in the early stages of development, but it also builds trust with the broader academic community when the origin of every published result is clearly outlined.
[[Category:Beginner's_Guide_Reproducibility|01]]


== Tools and Procedures ==
{{ReproducibilitySidebar}}
{| class="wikitable"
 
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'''Version Control''' refers to the process of tracking historical changes to your research workflow, and more importantly, '''specifying which version of your workflow produces which set of results'''. This is helpful for keeping track of promising directions in the early stages of development, but it also builds trust with the broader academic community when the origin of every published result is clearly outlined.
!Title
== Tools and Procedures ==
!Description
 
!Technical Level
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!Relevance
'''[[Git and GitHub]]'''<br>
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Git and GitHub are the industry standard for version control and collaboration for codebases
|Git and GitHub (TBW)
</div>
https://36-750.github.io/tools/version-control/
 
|Git and GitHub are the industry standard for version control and collaboration for codebases
<div style="background-color: #f8f9fa; border-left: 4px solid #005A9C; padding: 15px; margin-bottom: 10px;">
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'''[[Experiment Management]] (TBW)'''<br>
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Keeping track of parameters and settings for individual experiments.
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|[[Virtual Environment Introduction]]
|Introduces virtual environments for dependency management
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*[https://info.stat.cmu.edu/index.php%3Ftitle=Introduction_to_containers Introduction to containers]
*[https://info.stat.cmu.edu/index.php%3Ftitle=Docker,_and_why-you-should-use-it-for-your-research Docker, and why-you-should-use-it-for-your-research]
*[https://info.stat.cmu.edu/index.php%3Ftitle=Tutorials Basic tutorial]
*[https://info.stat.cmu.edu/index.php%3Ftitle=Running_Docker_locally_and_on_Hydras Running Docker locally and on Hydras]
|Need to organize this
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Latest revision as of 20:27, 28 June 2026


Reproducibility & Collaboration Checklist
Version Control
Dependency Management
Back to Beginner's Guide

Version Control refers to the process of tracking historical changes to your research workflow, and more importantly, specifying which version of your workflow produces which set of results. This is helpful for keeping track of promising directions in the early stages of development, but it also builds trust with the broader academic community when the origin of every published result is clearly outlined.

Tools and Procedures

Git and GitHub
Git and GitHub are the industry standard for version control and collaboration for codebases

Experiment Management (TBW)
Keeping track of parameters and settings for individual experiments.

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