🔬📊 Mastering Data Grouping with R's ave() Function 📊🔬
Are you tired of manually calculating statistics for different groups in your data analysis projects? Look no further! R's ave() function is here to revolutionize your data grouping experience. 🚀
The {polars } #rstats 📦 “gives users access to a lightning fast Data Frame library written in Rust. [Its] parallel execution, cache efficient algorithms and expressive API makes it perfect for efficient data wrangling, data pipelines, snappy APIs and so much more. Polars also supports ‘streaming mode’ for out-of-memory operations. This allows users to analyze datasets many times larger than RAM.”
Not yet on CRAN. By Søren Welling & others https://rpolars.github.io/
@smach I use polars for node.js. However, I don't see the point in #rstats with the plethora of amazing mature packages such as {dplyr}, {data.table}, {arrow}, {tidytable}, and so on. Is polars faster than data.table or arrow? Is its interface more intuitive than dplyr?
@jospueyo I haven’t tried it, but seems like it could be a good fit for people who already use it in another language, are used to its structure, and like some code consistency across languages. Some people like having the same libraries across languages. I❤️ R, but there are several different syntaxes to learning popular packages, and not everyone likes that. dplyr and data.table may both be #rstats, but they're quite different!
Hi y'all! I was affected by the recent layoffs at Posit PBC. I'm sad I won't be able to work with such brilliant folks in Academy. It was truly an honor, and a great learning experience. I'm now open to work! 👀
If you're looking for someone with experience in Python, R, software engineering, research and other skills, please reach out to me!
The {rtemis} #rstats 📦 is a “platform for advanced Machine Learning research and applications. . . . We are working towards the 1.0 release, which will feature updates to the API as well as the backend, and preparing for CRAN submission. . . .
The Python and Julia ports, rtemispy and Rtemis.jl, which are not yet publicly available, are in parallel development. . . .The aim is to offer a unified API across all three languages.” By E.D. Gennatas
#rstats#email#RSTUDIO
IF ANYONE ELSE is tired of waiting for the output to run and constantly checking in for large datasets and programs.
example of R code to send an email through OUTLOOK with an ATTACHMENT. has worked so far all day! the key for me has been keeping OUTLOOK open. NOTE: i am not using two slashes etc. Just the simple path that you can copy from the IDE. I am using R STUDIO: "Mountain Hydrangea" Release for windows
Feeling a bit like Goldilocks trying different slide platforms. iA Presenter is dreamy to write slides in, but doesn't support sound (a must-have for this talk), Keynote doesn't support code snippets, and the JS frameworks are out because I hate writing slides in code and farting around with weirdly specific CSS.
@sophie#QuartoPub might be what you’re looking for. You can do your slides with different output types, reveal.js being one of them. Has multi-language support for syntax highlighting and step-through. You can use markdown, embed yt videos, etc. This is a very popular tool among #RStats users so there’s a bunch of blog posts and examples out there too, but the docs are also very good imo: