#tidyverse — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #tidyverse, aggregated by home.social.
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After dithered images my next obsession is 'workflow managers' 🎈Yesterday night I binged some videos from #riffomonas about #reproducible research (CC248 to CC256). He used #snakemake , which looked very nice! Now I also looked up #nextflow It looks fierce!
I am going to learn one of them, and snakemake currently feels more approachable... But what do you think? Any advice? I want to use it in my #bioinformatics #pipeline s; I mainly write in R
#rstats #tidyverse
https://riffomonas.org -
🧑💻 New video! Walk through the "whole game" of #MLOps with #rstats:
👀 Data prep with #tidyverse
🧠 Model training & eval with #tidymodels
✅ Deployment with #vetiver in #Docker 🐳 on @huggingface 🤗
📌 Monitoring with #pins -
MLOps doesn't have to be overwhelming! I've been exploring how easy it is to deploy models using #rstats, #tidymodels, and #vetiver. This post is a sort of "whole game" for MLOps. A few lines of code take you from a model to a deployed API!
Thanks to @juliasilge and the entire MLOps team @Posit for making this so easy to do!
#MLOps #tidyverse #deployment https://jameshwade.com/posts/2022-12-27_mlops-the-whole-game.html
Feedback very welcome! Any interest in a thread with more details?
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RStudio is now Posit, and posit::glimpse() is now on Mastodon!
Get the news on releases for #tidyverse #Shiny #quartopub #RMarkdown #vetiver and our other tools.
See where to get started and how to continue learning.
Excited to be here with the #rstats community!