When sharing code, we want to be able to setup a computer ecosystem that is exactly the same as when we were developing the code. Packages used within computer code can change over time and old code can break or the behavior can be modified in negative ways thanks to those changes. A major barrier to reproducibility in the world of computational science is package dependencies. Being able to do an experiment on your own is great but it’s important to be able to regenerate figures, expand upon existing experiments in the future, and make the tools available to the broader research community. That’s a great question! An important part of science, especially computational science, is reproducibility.
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