Frank Hull 🍥 @frankiethull
datanaut 🧑🏻🚀 here for R, Python, Julia, & Quarto 🚀 github.com/frankiethull Colorado, USA Joined August 2022-
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When you tell people you're part of the -4%±8% they already know you studied physics 🤓😅
Call for support/comments on fine-tuning an LLM specifically for @JuliaLanguage! Please kick this around for reach. #JuliaLang discourse.julialang.org/t/an-llm-fine-…
Creating a color 🎨 library in Julia might not be so hard after all 🙌🏻 Time to decide on a project theme BobRossColors.jl OR something different, like AlbumCoverColors.jl 🎶 Using ColorSchemeTools.jl for the first time, paired with TidierPlots.jl 😤
All the amazing TidierOrg packages makes me want to build a BobRossColors.jl package for TidierPlots Maybe a fun weekend project, I've never built a Julia package before
All the amazing TidierOrg packages makes me want to build a BobRossColors.jl package for TidierPlots Maybe a fun weekend project, I've never built a Julia package before
BOB ROSS COLORS 🎨 I created an algo to scrape blended colors from all 403 Bob Ross painting episodes. Data vizzers can finally feel like painters. 📈🖌️ Comes with two scale functions for ggplot2! github.com/frankiethull/B… #rstats #tidytuesday #ggplot2 #dataviz
Been training R models on my phone's web browser & saving for later 🤠 No need for a laptop nowadays, this is what smart phones are for webr.r-wasm.org/latest/
Whether you nest data frames or write for loops Use base, tidyverse, data.table, or are switching to polars It's all just ✨vibes✨ Before each project just ask yourself, "what ✨vibe✨ do I want this week" #rstats
Why not use all three?
One of my analyses is published on a client portal 👀 Had forgot we gave legal permission -- really cool to stumble across your own analysis & data visualizations when you Google "DARK CALM" We did the analysis in R, visuals with ggplot2, all in a Quarto doc 🚀
All packages were installed with no issues
What's this FP vs OOP languages? R vs Python? Both are just API tools for C & Rust
Viz & ML friends! No more mtcars Check out these Bike Share datasets I stumbled across. ✅ Over 1GB in 2023 rides alone ✅ Partitioned for easy analysis with arrow ✅ Temporal & geospatial features ✅ Multiple regression & classification use cases citibikenyc.com/system-data
What is confusing about pipes in R?
🙌🏻 Initial testing showed a 4x speed improvement with a simple engine swap
🙌🏻 Initial testing showed a 4x speed improvement with a simple engine swap https://t.co/X0V4n0FFdP
{treesnip} is a non-CRAN pkg but jives with the rest of the tidymodels ecosystem. Although not on CRAN, {catboost} is supported in treesnip! Making it easy to split, resample, cv, and add conformal predictions with {probably}
{treesnip} is a non-CRAN pkg but jives with the rest of the tidymodels ecosystem. Although not on CRAN, {catboost} is supported in treesnip! Making it easy to split, resample, cv, and add conformal predictions with {probably}
Randy Boyes (rboyes o.. @randyboyes
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81K Followers 662 Following 🤗 I build AutoTrain @huggingface 👨🏽💻 World's First 4x Grand Master @kaggle 🎥 YouTube 100k+: https://t.co/BHnem8fTu5 ⭐ GitHub StarCall for support/comments on fine-tuning an LLM specifically for @JuliaLanguage! Please kick this around for reach. #JuliaLang discourse.julialang.org/t/an-llm-fine-…
Did you know that TidierData.jl supports nesting and unnesting of data frames? And that nesting and unnesting both support tidy selection? If you’re a #JuliaLang user new to tidy selection, here’s a great resource, nearly 100% supported in TidierData: dplyr.tidyverse.org/reference/dply…
Supply Chain Optimization is a critical area where businesses can leverage Data Science. In the next 2 minutes, I’ll explain how data science can improve supply chain management (with R and Python Starter Supply Chain Projects). Let's dive in: Data science offers powerful tools…
Ever see a plot in @MakiePlots and think to yourself, “I wish TidierPlots could do that?” Thanks to some wizardry, all it takes now is one line of code to bring the Makie magic into TidierPlots for #JuliaLang!
the bloombet backend is a 700-line multi-threaded While True statement coordinating 6 R scripts and 7 bash scripts
Just had my first run-in with Genie.jl, guided by the recently-published book that accompanies it, and it's a total game-changer. What a knockout web framework @GenieMVC! #coding #webdev genieframework.com
we're really gonna do this. we're really gonna put a shiny app inside our django app. we're gonna have R and python in the front and in the back. the forbidden marriage.
Being obsessed about making high performance R packages means making a lot of functions like this. Use the fastest implementation available.
If anyone doesn’t know, the {ggdist} package is THE package for plotting distributions. It produces absolutely gorgeous figures of analytic or data distributions. Aside from {ggplot2}, this is probably the package I use the most for dataviz.
Question: How do you add a regression line to a plot in #JuliaLang using TidierPlots? Answer:
@stephenjwild @forde_nathaniel @Enders2022 Also, I am using missRanger because it is a bit quicker and it just returns the data frame back to me rather than mice which I have to then feed into complete().
I recently joined PyTorch. One of my team's recent products just went live. It's called torchtune. It's a PyTorch-native library for fine-tuning LLMs. It combines hackable memory-efficient fine-tuning recipes with integrations into your favorite tools. pytorch.org/blog/torchtune…
New day, new TidierFiles release. v0.1.1 adds support for reading and writing arrow and parquet files. Arrow streaming is not (yet) supported in TidierData or TidierDB (via DuckDB), so at this point the capability is primarily intended for read/write. github.com/TidierOrg/Tidi…
Congrats to Daniel Rizk for making it onto the #JuliaLang @github Trending packages list for TidierDB within 24 hours of the package hitting the registry: github.com/trending/julia
🔥 Julia + Quarto + Tidier Courtesy of @Gaspardelanoche
New day, new docs showing how to use TidierPlots for #JuliaLang. tidierorg.github.io/Tidier.jl/dev/…