Dear @anthropic.com, my lab builds a lot of OSS for genomics (github.com/COMBINE-lab). While we lack the widespread OSS market of popular NPM packages, pieces of our software are critical in biomedical research. Please consider extending your Claude Max offer to such labs!

COMBINE lab

COMputational BIology and Network Evolution lab. COMBINE lab has 137 repositories available. Follow their code on GitHub.

github.com

Dropout is a simple but very effective regularization technique used in neural networks to reduce overfitting. Visualizing the effect of dropouts on performance of neural networks is of great help in grasping the basics. t.co/nHKI9MbYkf

Retirement Withdrawal Rate Calculator: 60/40 vs 90/10 Portfolio calclabhq.com/withdrawal-s...

Legends in ggplot2 are powerful but can sometimes clutter your visualization. Learn how to hide all legends, remove specific ones like color or shape, control them at the layer level, and even tidy them with scale functions datavizpyr.com/selectively-... #dataviz

Remove or Hide Legends in ggplot2 – Theme, Guides, Scales & Tips - Data Viz with Python and R

Learn how to selectively remove one or more specific legends in a plot made with ggplot2 using guides() function

datavizpyr.com

UMAP with R datavizpyr.com/how-to-make-... #rstats

How to make UMAP plot in R - Data Viz with Python and R

Learn how to perform dimensionality reduction with UMAP using umap R package and make UMAP plot in R

datavizpyr.com

Nice use of Monte Carlo Simulation: Advanced Retirement Planning Calculator calclabhq.com/advanced-ret...

I am beyond excited to announce that ggplot2 4.0.0 has just landed on CRAN. It's not every day we have a new major #ggplot2 release but it is a fitting 18 year birthday present for the package. Get an overview of the release in this blog post and be on the lookout for more in-depth posts #rstats

ggplot2 4.0.0

A new major version of ggplot2 has been released on CRAN. Find out what is new here.

tidyverse.org

Nice use of Monte Carlo Simulation: Advanced Retirement Planning Calculator calclabhq.com/advanced-ret...

10 ChatGPT Prompts for ggplot2 Boxplots: Complete Guide with Working R Code datavizpyr.com/ggplot2-boxp... #DataViz #Prompt

Top 10 ggplot2 Boxplot Examples - with ChatGPT Prompts & Code

Explore 10 ggplot2 boxplot examples in R. Each includes a ChatGPT-ready prompt with R code to generate publication-quality plots instantly.

datavizpyr.com

Grouped Boxplot with jittered points: A Complete Guide datavizpyr.com/how-to-make-... #ggplot2 #rstats #dataviz

"Grouped Boxplot with Jittered Points in ggplot2: Complete Guide

Learn how to create grouped boxplots with jittered data points in ggplot2. Complete tutorial with geom_boxplot, geom_jitter

datavizpyr.com

Want to connect paired data points in a scatter plot using Matplotlib? This step-by-step tutorial shows you how to draw lines between paired observations so you can easily visualize before–after / them-now comparison datavizpyr.com/connect-pair... #dataviz #python

How to Connect Paired Points on Boxplots with Lines in ggplot2 t.co/loNoE9avX1 #ggplot2 #dataviz

#dataviz Area fill used to good effect in what would be an ordinary line graph 👍

Franco Guiragossian@dataviz.ar · last yr.

More people are borrowing money in Latin America, but the trend is not the same in all countries. #dataviz #findex #finance #debt #credit

Remove "the annoying" Space between Legend at Bottom and x-axis in ggplot2 datavizpyr.com/remove-space... #rstats #dataviz

How to Remove Space between Legend at Bottom and x-axis in ggplot2 - Data Viz with Python and R

Learn to reduce space between legend placed at bottom and x-axis using legend.margin

datavizpyr.com

Guide to Heatmaps with Seaborn in Python. datavizpyr.com/heatmaps-wit... #DataViz #Python

How to Create a Heatmap in Python with Seaborn (Step-by-Step Guide) - Data Viz with Python and R

Learn How to Make Heatmaps in Python with Seaborn?

datavizpyr.com

Selectively Remove or Hide Legends in ggplot2 datavizpyr.com/selectively-... #dataviz #rstats

Remove or Hide Legends in ggplot2 – Theme, Guides, Scales & Tips - Data Viz with Python and R

Learn how to selectively remove one or more specific legends in a plot made with ggplot2 using guides() function

datavizpyr.com

Grouped Boxplot with jittered points: A Complete Guide datavizpyr.com/how-to-make-... #ggplot2 #rstats #dataviz

"Grouped Boxplot with Jittered Points in ggplot2: Complete Guide

Learn how to create grouped boxplots with jittered data points in ggplot2. Complete tutorial with geom_boxplot, geom_jitter

datavizpyr.com

How To Fold Legend into Multiple Rows/Columns in ggplot2 datavizpyr.com/fold-legend-... #rstats #dataviz

How to Wrap Long Legends into Multiple Rows/Columns in ggplot2

Learn how to fold long legend in ggplot2 into two or more rows using guides() function with guide_legend() argument.

datavizpyr.com

ggplot2 Guide & Cookbook (R): Geoms, Scales, Labels, Themes, Facets t.co/ZRsgsRo4CL #rstats #dataviz

#ggplot2 Boxplot AI Workflows: A Modern Guide datavizpyr.com/ggplot2-boxp... #rstats #AIPrompt

ggplot2 Boxplot AI Workflows: A Modern Guide - Data Viz with Python and R

Master the modern workflow for ggplot2 boxplots. This guide details the pros & cons of manual, AI-generated, and hybrid methods for creating insightful plots fast.

datavizpyr.com

Rotate x-axis Text Labels in ggplot2 #rstats datavizpyr.com/rotate-x-axi...

How to Rotate X-Axis Text Labels in ggplot2: Complete Guide

Learn how to rotate x-axis text labels in ggplot2 using theme(), element_text(), and angle parameters. Complete tutorial with code examples

datavizpyr.com

The full In-person program is out! The conference features three days of keynotes, tutorials, and talks to help you deepen your knowledge. Schedule user2025.r-project.org/program/in-p... Get tickets user2025.r-project.org/register #useR #RStats

Sharing my "Large Language Model tools for R" guide with updates after new developments and a mention in the posit blog. luisdva.github.io/llmsr-book/ - ggpal2 - pangoling - more curated reading materials on coding with LLMs # rstats

One of the exciting parts of the new sparse data tidymodels work, is that {textrecipes} can now be used as a reproducible way to generate DTM, tf-idf etc etc #rstats #tidymodels

🎉 Happy to share that we just released {chromote} v0.5.0, an #RStats package for remotely driving the Chrome browser. New in this release: chromote can now download and use any version of Chrome or `chrome-headless-shell`! Plus a few bug fixes for new Chrome versions. shiny.posit.co/blog/posts/c...

Shiny - chromote v0.5.0

With the latest chromote release, you can stay up to date with Chrome or pin your scripts to a specific version of Chrome easily.

shiny.posit.co

I'm beyond excited to share with you all that tidymodels now have sparsity support. We now support sparse data during the whole process, generate data sparsely in recipes steps when your model supports spare data structures. and you don't have to change anything! www.tidyverse.org/blog/2025/03...

Improved sparsity support in tidymodels

The tidymodels ecosystem now fully supports sparse data as input, output, and in creation.

tidyverse.org

We are thrilled to announce Pointblank for data validation in Python! With Pointblank, you can check your data against expectations and constraints, get a beautiful report table, and examine detailed step results and metrics. Learn more in the blog post: posit.co/blog/introdu... #Python

Introducing gander, the AI-powered coding assistant that can describe objects in your #RStats environment! gander provides detailed data descriptions directly to LLMs for more accurate coding assistance. Explore the motivation and see an example in @simonpcouch.com's post: posit.co/blog/introdu...

We don't spend a penny on marketing. It's all word of mouth for @costplusdrugs.com That's how we keep prices so low. Please spread the word !