In this lesson we will discuss different methods and tools for better reproducibility in research software and data. We will demonstrate how version control, workflows, containers, and package managers can be used to record reproducible environments and computational steps.
Should research software and data be reproducible?
|10 min||Organizing your projects||How should we organize files in a research project?|
|30 min||Recording dependencies||How can we communicate different versions of software dependencies?|
|30 min||Recording computational steps||
How can we create a reproducible workflow?
When to use scientific workflow management systems.
|15 min||Recording environments||How to capture the software environment of a computational experiment?|
|25 min||Sharing code and data||How can I share research code and data?|
|20 min||(Optional) Creating and sharing a container image|