Luke Zappia

@lazappi.bsky.social

Bioinformatician, data scientist, software developer Also @_lazappi_ and @lazappi@mastodon.au

New in Git, ✨ git history ✨ (I don't mean the Git history 🫠 ) 😰 Oh shit, that old commit's message had a typo! 😌 git history reword <commit-id> 😰 Oh shit, that old commit is too big! 😌 git history split <commit-id> (to split it into two commits) github.blog/open-source/... (h/t Hugo Gruson)

Highlights from Git 2.54

The open source Git project just released Git 2.54. Here is GitHub’s look at some of the most interesting features and changes introduced since last time.

github.blog

We previously showed how changing training data alone can improve deep learning prediction of spatial transcriptomics gene expression from histology images by +38% (without any changes to model architecture). We've now updated our preprint w/ expanded results: www.biorxiv.org/content/10.1... 🧵1/n

Bild

If you work with Docker a lot, here is your friendly reminder to occasionally run `docker system prune`. I just freed up 417 GB so I have space to work again 🗑️.

This was fun! I just posted all the links and resources we talked about at www.andrewheiss.com/blog/2026/01... - check it out to learn more about Raycast, Espanso, and neat Positron/VS Code extensions like Peacock and Pastum and Project Manager #rstats #databs

How to make your data analysis life easier using Positron, Raycast, and Espanso | Andrew Heiss

Links and resources from my time on Posit’s Data Science Lab in January 2026

andrewheiss.com

Libby Heeren@libbyheeren.bsky.social · 7mo ago

TOMORROW! (Tuesday) @andrew.heiss.phd is gonna be on the DS Lab showing us how he makes his life easier: #Positron extensions he loves, OS tools he uses, and #duckdb + Connections pane 👀 Bonus, we'll def share the "moving the activity bar" thing live, too 👏🏻 Register: pos.it/dslab #rstats #databs

Heads up: ignore samtools dot org, similarly minimap2 dot com and likely others. It's owned by a known phishing site and while the binaries they offer look valid currently (but note they may be serving us different binaries to others), that could change. Ie: it's not us (Samtools team)! Be warned

It's taken more than 2 years but we can officially announce anndataR! There's still a lot of features to add but we hope a robust, "official", R-native H5AD reader/writer will unlock the defacto single-cell storage format for R users by avoiding issues with current solutions like zellkonverter.

Louise Deconinck@louisedck.bsky.social · 12mo ago

We're excited to share that our preprint on anndataR, a new package bringing Python's AnnData to R, is now available on bioRxiv 🎉 🔗 Read the paper: www.biorxiv.org/content/10.1... 💻 Check the package in action: anndatar.data-intuitive.com

This week in my graduate-level Science Communication course, we are discussing communicating science to the public through public speaking (i.e., museum "evening with a scientist" nights, Nerd Nite lectures, speaking at community events, etc). What advice do you have to share with my students? 🧪

🚨🧠 New paper alert: Stress alters neuronal balance in the developing brain 🧠🚨 Our latest study in @science.orgAdvances explores how glucocorticoid exposure—a key environmental risk factor—shapes early human brain development using #organoids. @mpi-psychiatry.bsky.social @drcricru.bsky.social 🧵👇

Chronic exposure to glucocorticoids amplifies inhibitory neuron cell fate during human neurodevelopment in organoids

Chronic exposure to glucocorticoids during brain development leads to priming of the inhibitory neuron lineages in organoids.

science.org