If you follow the Win-Vector blog, you know that we have developed a number of R packages that encapsulate our data science working process and philosophy. The biggest package, of course, is our data preparation package,
vtreat, which implements many of the data treatment principles that I describe in my white-paper, here.We’ve also got packages for managing non-standard evaluation environments, such as
dplyr; for reporting model summaries and statistics; for conveniently generating common statistical visualizations (at least, the ones we use a lot); and for step-debugging.
Now, all these packages are up on CRAN. Hopefully, you will find this functionality as useful as we do.
Please see this post on the Win-Vector blog for links to descriptions of all our packages.