fast? This seems to roughly be the reasoning of the authors of MILK. So we checked how it does on our synthetic datasets. Here's an example.
It's clearly not just about using a tree, because MILK performs worse than UMAP. 10/n
fast? This seems to roughly be the reasoning of the authors of MILK. So we checked how it does on our synthetic datasets. Here's an example.
It's clearly not just about using a tree, because MILK performs worse than UMAP. 10/n
Ok. But was it really necessary to work so hard? Maybe you just need to put things on a tree. And there are many fast ad hoc ways to get a tree. 9/n
Ok. But was it really necessary to work so hard? Maybe you just need to put things on a tree. And there are many fast ad hoc ways to get a tree. 9/n
TLDR: No. #methodsmatter
Not even close. On realistic synthetic data MILK performs worse than UMAP.
TLDR: No. #methodsmatter
Not even close. On realistic synthetic data MILK performs worse than UMAP.
->Nature | More on "Bone marrow microenvironment and hematopoiesis" at BigEarthData.ai
https://doi.org/10.1121/10.0046655
https://doi.org/10.1121/10.0046655
Neural crest marker FOXD3 regulates ventralising SHH expression in the floorplate and is required for proper neural tube morphogenesis.
By Jenaid Rees, Laura Kerosuo, et al.
doi.org/10.1016/j.ydbio.2026.07.001
Neural crest marker FOXD3 regulates ventralising SHH expression in the floorplate and is required for proper neural tube morphogenesis.
By Jenaid Rees, Laura Kerosuo, et al.
doi.org/10.1016/j.ydbio.2026.07.001
https://news.humancoders.com/t/rust/items/66917-optimiser-du-code-rust-en-demandant-a-des-agents-l
https://news.humancoders.com/t/rust/items/66917-optimiser-du-code-rust-en-demandant-a-des-agents-l
https://news.humancoders.com/t/rust/items/66917-optimiser-du-code-rust-en-demandant-a-des-agents-l
https://news.humancoders.com/t/rust/items/66917-optimiser-du-code-rust-en-demandant-a-des-agents-l
Another example: SingleCellExperiment.
This object has:
assays (like raw counts)
rowData (gene info)
colData (cell metadata)
reducedDims (PCA, UMAP)
Everything you need to do single-cell analysis—organized.
Another example: SingleCellExperiment.
This object has:
assays (like raw counts)
rowData (gene info)
colData (cell metadata)
reducedDims (PCA, UMAP)
Everything you need to do single-cell analysis—organized.
In bioinformatics, meet the Seurat object.
It holds:
gene expression matrix
cell metadata
PCA results
clustering info
UMAP coordinates
All in one place. Just like a phone holds apps, contacts, and photos.
In bioinformatics, meet the Seurat object.
It holds:
gene expression matrix
cell metadata
PCA results
clustering info
UMAP coordinates
All in one place. Just like a phone holds apps, contacts, and photos.
https://minimaxir.com/2026/09/agentic-iteration/
https://minimaxir.com/2026/09/agentic-iteration/
Each story gets a semantic embedding, then UMAP projects it onto a 2D map. Meaning, not tags, decides where a star lands.
That's why a story on AI chips can sit right next to one on power grids and data centers. The whole map is rendered in WebGL, right in the browser.
Each story gets a semantic embedding, then UMAP projects it onto a 2D map. Meaning, not tags, decides where a star lands.
That's why a story on AI chips can sit right next to one on power grids and data centers. The whole map is rendered in WebGL, right in the browser.
An opportunity for PhD students to present their research, receive feedback and mentorship, and connect with the UMAP community.
📅 Submission deadline: Feb 6, 2027
📍 June 9, 2027 - Chicago
🔗 um.org/umap2027/cal...
An opportunity for PhD students to present their research, receive feedback and mentorship, and connect with the UMAP community.
📅 Submission deadline: Feb 6, 2027
📍 June 9, 2027 - Chicago
🔗 um.org/umap2027/cal...
github.com/hikarosato/U...
А також приготував для вас цікаву статтю про так званих «колег» серед нас, перекладачів! Приємного читання!
medium.com/@hikaro/%D1%...
github.com/hikarosato/U...
А також приготував для вас цікаву статтю про так званих «колег» серед нас, перекладачів! Приємного читання!
medium.com/@hikaro/%D1%...
-> l'appli est gratuite, au moins côté équipe
Qfield est trop compliqué, Organic Maps/OsmAnd n'affichent que des signets kml sans légende différenciée, ni étiquettes, Umap n'a pas d'appli associée..
-> l'appli est gratuite, au moins côté équipe
Qfield est trop compliqué, Organic Maps/OsmAnd n'affichent que des signets kml sans légende différenciée, ni étiquettes, Umap n'a pas d'appli associée..
ACR Open Rheumatology
doi.org/10.1002/acr2...
ACR Open Rheumatology
doi.org/10.1002/acr2...
We used it to deliver lentiviral reporters and barcodes at E7.5: a scalable, Cre-independent method to manipulate and lineage-trace mammalian mesoderm in utero.
We used it to deliver lentiviral reporters and barcodes at E7.5: a scalable, Cre-independent method to manipulate and lineage-trace mammalian mesoderm in utero.
Demo: demos.luxarviewer.dev/d/zebrahub_...
Demo: demos.luxarviewer.dev/d/zebrahub_...