cuplyr version 0.1.0 is now out! A GPU-accelerated dplyr backend for R, powered by RAPIDS cuDF. Write familiar tidyverse code, execute on GPU. Lazy eval with AST optimization. In my benchmarks 60x faster than dplyr on 50M rows. github.com/bbtheo/cuplyr #rstats #cuda #DataScience

New post: the design behind secretbase, a 40KB streaming hash package I maintain. The entire source package is smaller than most hex sticker PNGs. Hash large objects with constant memory. Powers targets pipelines. Plus CBOR encoding comes to R. shikokuchuo.net/posts/28-int... #RStats #OpenSource

The first data science book that has a chapter on monads reproducible-data-science.dev Learn how to build robust #DataScience pipelines with #RStats, #Python , #Julia and #Nix !

What if your dplyr pipelines ran on GPU? That's what I built with cuplyr! A CUDA-powered backend for #rstats data manipulation. Looking for testers and feedback! github.com/bbtheo/cuplyr