Has anyone got references (or ideas/recommendations) for how to perform #data #augmentation on #scrnaseq data (to use in training #ann)?
This is the only paper I could find, but maybe I am not searching for the right thing...
All over the world, voters should know, that whenever politicians talk about immigrants, it is because they have no solutions to the problems that matter most.
Healthcare crisis in the UK? Talk about immigrants.
Children getting shot because of idiotic gun laws in the US? Talk about immigrants.
"Look over there! Someone is coming too eat you cake!", is the oldest trick in the book, and politicians use it for the sole purpose of moving attention away from their own political incompetence.
A Computational Approach to Interpreting the Embedding Space of Dimension Reduction https://www.biorxiv.org/content/10.1101/2024.06.23.600292v1?med=mas
I've recently picked up this great #book by Cathy O'Neil, "Weapons of Math Destruction"
https://books.google.co.uk/books?id=60n0DAAAQBAJ&newbks=0&printsec=frontcover&pg=PP1
An "old" book (2016) but still extremely if not more relevant than ever.
Andrej Karpathy announced his upcoming LLM course - LLM101n, a few days ago. The course is not available yet, but the course syllabus is available on the course repo:
https://github.com/karpathy/LLM101n
There is no timeline for the release of this new course.
I've been reading again this little gem of a paper
I'm wondering how many results from #scrnaseq experiments are flawed for the reasons highlighted in there.
Ok kids, here we go:
#Bandwagon, the open #Fediverse alternative to #Bandcamp is ready for its first steps into the light.
I have a waitlist online at
https://bandwagon.fm if you'd like to try it out.
I'm planning to build the first (dozen? I don't know) profiles in the waitlist personally, with an email questionnaire and FaceTime follow-ups if necessary.
Once I'm confident in the UX, we'll open up self-serve signups for everyone.
@scottwilson @b0rk I remember when people who wrote in Visual Basic were scoffed at but there was a lot of industry-specific software written by subject matter experts that wouldn't have been written at all without access to easy-to-learn and understand languages.
If you are drafting figures for a scientific paper or presentation, remember that https://scidraw.io/ exists: a repository of free SVG cartoons for science.
#SciDraw is supported by the Sainsbury Wellcome Centre.
All content on SciDraw is shared under creative commons license (CC-BY) unless stated otherwise.
Vaults are the most mysterious things inside the cell. This profile of Leonard Rome - the Vault Guy - is fascinating.
Check it out, the #Shiny extension for #VSCode now supports both Shiny for R apps *and* Shiny for Python apps in everyone's second favorite IDE!
Along with the updates come a few neat features for deploying your Shiny apps as serverless ShinyLive apps using https://shinylive.io, or for saving a ShinyLive app as local #RStats or #Python files.
Learn more and see the extension in action in our release post: https://shiny.posit.co/blog/posts/shiny-vscode-1.0.0/
I collected all my writing on PCA into a free long-form math book.
https://peterbloem.nl/publications/unraveling-pca
It's called "Unraveling principal component analysis" and it contains a narrative explanation of PCA all the way down to the foundations.
That means it discusses eigenvectors, singular value decompositions, the spectral theorem, low-rank decompositions and much more.
The solar eclipse inspired our new puzzle design! It's double-sided: the sun on one side and the moon on the other. By flipping pieces over, you can gradually eclipse the sun turning day to night https://n-e-r-v-o-u-s.com/blog/?p=9636
Few things bring home how much big tech caring about diversity was a zero interest rate phenomenon like Women Who Code shutting down due to lack of funding.
https://womenwhocode.com/blog/the-end-of-an-era-women-who-code-closing
Wow, after 25 years of Unix experience, I learned that you can filter output in #less.
Press ampersand (&) and enter a regex to show only lines matching the regex.
Press ampersand (&) and then exclamation mark (!) to apply an inverse filter.
I have programmed a small #rstats script combining the web-based #API of our SolarEdge #photovoltaic system with the local API of our go-e #wallbox.
If the car charges, the script looks up the production of the PV system and increases/decreases the charging current for the car accordingly. This makes the most of the collected #solar power. What now runs on an old #Raspberry Pi would’ve easily cost us 500 EUR + installation costs – and I have full control over everything! 🤓🤩
Senior lecturer at the Zhejiang-Edinburgh Joint Institute (ZJE) and Edinburgh University.
Undergraduate Programme Coordinator, Biomedical Informatics at ZJE.
I teach #imageanalysis & #dataanalysis with #RStats & #python. I study #heterogeneity in #pituitary (and other) cells.
I'm also very interested in #reproducibility and #openscience.