How do you approach reproducibility in computational experiments?

23by ryrobyrne.bsky.social7 months ago8 comments
questionmetasciencesoftware
I've been thinking about reproducibility in my computational neuroscience work. What tools and practices do you use to ensure your analyses are reproducible? I currently use: - Git for version control - Conda for environment management - Jupyter notebooks with execution order marked But I feel like I could be doing more. Would love to hear what works for others!

1 comment

7carol.ml7 months ago
I use DVC (Data Version Control) alongside Git. It's designed specifically for versioning data and models. Check out https://dvc.org for documentation.
3ryrobyrne.bsky.social7 months ago
Thanks! I've heard of DVC but haven't tried it yet. Does it integrate well with cloud storage?