Michael Love

1.8K Followers
990 Following
519 Posts

🎓 New Publication!

Our first paper on Bioconductor training from the Bioconductor Training Committee is now published in PLOS Computational Biology. We're pleased to share our work with the community.

Read here: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1012925

Thank you to everyone involved for your contributions!

#Bioconductor #RStats #Bioinformatics

Learning and teaching biological data science in the Bioconductor community

Modern biological research is increasingly data-intensive, leading to a growing demand for effective training in biological data science. In this article, we provide an overview of key resources and best practices available within the Bioconductor project—an open-source software community focused on omics data analysis. This guide serves as a valuable reference for both learners and educators in the field.

A bigger post than usual this time, but I wanted to cover as much of the background as I could...

https://jcarroll.com.au/2024/08/11/tidy-dataframes-but-not-tibbles/

{DFplyr} - use {dplyr} functions on an S4Vectors::DataFrame

#rstats #bioconductor #tidyomics

Tidy DataFrames but not Tibbles

A while ago (2019 seems so long ago now) I started working on something I thought was interesting but which never really got any traction. It has potential once more, so it’s about time I wrote up what it does and why I think it’s a useful idea. I’m going to talk about using the {dplyr} package on some data with rows and columns, but we’re not talking about data.frames or tibbles…

Irregularly Scheduled Programming
#datavzrd, our tool for rendering modern interactive, visual, server-free, tabular scientific HTML reports with zero/low-code (https://datavzrd.github.io), now has a tutorial (1-2h): https://datavzrd.github.io/docs/tutorial.html.
Datavzrd

We’re brimming with glee to announce the release of bonsai 0.3.0.

bonsai is a parsnip extension package for tree-based models and includes support for random forest and gradient-boosted tree frameworks like partykit and LightGBM.

The 0.3.0 release of bonsai introduces support for accelerated oblique random forests via the "aorsf" engine for classification and regression in tidymodels.

Learn more on the tidyverse blog: https://www.tidyverse.org/blog/2024/06/bonsai-0-3-0/

#RStats

bonsai 0.3.0

A new release of the parsnip extension package bonsai introduces support for oblique random forests for classification and regression to tidymodels.

Made it to Salzburg for #useR2024 ! 🇦🇹 

Couldn't be more excited for my Keynote talk on Tues:

💫"Keep R Weird" 🤪

Come for the hexagon pantsuit, stay for the rant about non-standard eval.

https://sched.co/1c9Ix

(🦭and watch @r_data_table for how to grab dins and some data.table swag after! )

useR! 2024: Keynote: Keep R Weird - Dr. Kelly Bodwin...

View more about this event at useR! 2024

Someone should write a bot for #GitHub Issues, #Slack, etc. that can teach users how to create code blocks.

From user-support experience, it's quite a common problem, where people either send screenshots of code/output, paste it in as-is (which become a rendered nightmare), use inline code, etc. It takes quite a bit of back-and-forth to teach them how to use code blocks.

#Markdown #ux

I was just happy to see that @joss passed 2500 published papers sometime in the last couple of weeks!

This is a nice demonstration of volunteer-run diamond open access succeeding, over about 8 years now.

And we seem to be accelerating, with a bunch of new editors.

Accepted papers per month for this year:
Jan 41
Feb 38
Mar 47
Apr 37
May 51 (a new record for a month!)
Jun 41 (so far)

Tidyomics, a collection of R packages that enable tidyverse-style syntax on biological datasets, is now published:

https://rdcu.be/dKNM6

Thanks to the hard work of the authors especially Stefano!

Sharing about @rOpenSci Champions Program at #CZIopensci

🚀 Boost Your Bioinformatics Skills!

Join us for the Bioconductor Carpentries RNA-Seq Analysis Workshop!

📅 July 22-23, 2024
📍 Grand Rapids, MI

🔍 Who: Biologists and researchers with some R experience

💡 Why:
- Hands-on Bioconductor training
- Expert instructors
- Networking opportunities

👉 Register now! https://buff.ly/3VdEjj2

#Bioinformatics #Bioconductor #RStats #Carpentries #BioC2024

Van Andel Institute: Jul 22-23, 2024