Top 11 R reproducible-research Projects
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drake
An R-focused pipeline toolkit for reproducibility and high-performance computing (by ropensci)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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First, congrats on the release. I’ve looked at flox and devenv for nixifying our container builds. Our distribution of languages is about 40/30/20/10 of Python, F#, R and nodejs.
A dilemma I’m facing is that the win from nix in terms of faster builds and smaller images would be largely from python and R images (where the average size is often 1Gi or larger). However, the developers that use Python or R are less likely to “get” the point of Nix and might have a steeper learning curve than F# developers (where the builds are quite efficient).
That was the context, my question is, how’s the status with R and RStudio? I know there’s Rix[1] for managing R packages with Nix.
[1] https://github.com/ropensci/rix
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huxtable
An R package to create styled tables in multiple output formats, with a friendly, modern interface.
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groundhog
Reproducible R Scripts Via Date Controlled Installing & Loading of CRAN & Git Packages (by CredibilityLab)
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chromatographR
Toolset for the reproducible analysis of chromatography data in R (HPLC-DAD/UV, GC-FID).
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Index
What are some of the best open-source reproducible-research projects in R? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | drake | 1,341 |
| 2 | targets | 1,092 |
| 3 | rix | 375 |
| 4 | huxtable | 332 |
| 5 | targets-tutorial | 101 |
| 6 | gittargets | 90 |
| 7 | groundhog | 86 |
| 8 | rang | 80 |
| 9 | lumberjack | 71 |
| 10 | targets-minimal | 64 |
| 11 | chromatographR | 25 |
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