Theory is better with practice. We use these tools to:
✅ Unroll the "Swiss Roll."
✅ Map the MNIST digits.
✅ Detect financial market regimes (Bull vs. Sideways vs. Crash). 📉📈

#MachineLearning #Mathematics #AI #DataScience #PCA #tSNE

Explore data-driven embeddings, e.g. #UMAP, #tSNE on more than 2800 public resources in the 'sample maps' tool of R2.

This is just one of the many avenues R2 has to offer for scientists.

R2: open online data #science platform for biomedical researchers (r2.amc.nl)

Explore data-driven embeddings, e.g. #UMAP, #tSNE on more than 2500 public resources in the 'sample maps' tool of R2.

This is just one of the many avenues R2 has to offer for scientists.

R2: open online data #science platform for biomedical researchers (r2.amc.nl)

Original post on mastodon.thi.ng

#ReleaseTuesday — New version of https://thi.ng/tsne with ~15-20% better performance[1] due to avoiding repeated internal allocations and skipping gradient updates where unnecessary...

[1] Benchmarked with multiple datasets of ~750 items, each with 192 dimensions (now ~165ms @ MBA M1, 2020) […]

🖼 This is an overview of my latest AI-generated artworks — sorted by content and mapped with t-sne.

If you'd like to explore them in more detail, you can search through the collection here:
🔍 surkemper.art/surkemper-se...

#AIart #GenerativeArt #DigitalArt #tSNE #CulturalData #ArtSearch

🖼 This is an overview of my latest AI-generated artworks — now with a higher resolution.

If you'd like to explore them in more detail, you can search through the collection here:
🔍 surkemper.art/surkemper-se...

#AIart #GenerativeArt #DigitalArt #tSNE #CulturalData #ArtSearch

This is an overview of my latest AI-generated artworks — arranged visually using t-SNE and image-based features.
If you'd like to explore them in more detail, you can search through the collection here:
🔍 surkemper.art/surkemper-se...

#AIart #GenerativeArt #DigitalArt #tSNE #CulturalData #ArtSearch

Spotify music clustering with Oracle AI Vector: From vectors to visual insights - data.KISS The article uses Oracle AI Vector for a use case to cluster and visualize vectors. In my previous article I showed how to enable Oracle AI Vector, create a

Article on clustering and visualizing vectors using Oracle AI Vector
#oracleai #tsne #kmeans

buckenhofer.com/2025/05/spot...

“Hold and center joy!” - @emilyruddock.bsky.social
While advocacy in these times is essential it’s a challenging time to do it. Emily gave important but simple advice. Self care has been a theme today which my yogi self is loving. It’s so essential right now #EquityForward2025 #TSNE

“Local and state inaction can be just as bad as federal action!” - Ivan Espinoza

States and local governments have an opportunity to step up and lead the way during this time! #TSNE #EquityForward

"Given these many limitations and manipulations, it is a long stretch to conclude—as so many before have tried—that women and men think and feel using categorically different brains.'

www.pnas.org/doi/10.1073/...

Jeffrey, Augustín, Gina & Lise call #BS on #tSNE hiding natural #gender #confusion! 🔥

20/ Santa’s Face is Distinctive🎅

👇 #tSNE Face Vector 2D-Data Visualisation

🔵 AdultMan
🟤 ElderlyBeardedMan (EBM)
🟣 Santa
🔴 @facelabljmu.bsky.social StNic

💁🏼‍♂️ Santa mingles with EBM
✨ 2 discrete tSNE Santa clusters

🎩🎯 Our SVM identified #Santa with moderate-high specificity🔥

#SantaScience

19/ #Elvis Faces Visualised🎙️📊

🎭Stage Set

👨‍💻Facial Data Visualisation with #tSNE (128→2D using t-distributed stochastic neighbour embedding)

🔵AdultMan
🟠 #ElvisPresley (EP)
🟢ElvisPresleyImpersonators (EPI)

🕺 EP faces cluster
🤩 Some EPI faces align with Elvis
💁🏼‍♂️ Many EPI mix with AdultMen

In July, I presented "Individual Responses to #Running #Shoes: An #Unsupervised #Machine #Learning Study" at #ISBS, exploring clustering and dimensionality reduction to identify individual responses to 4 running shoes:
commons.nmu.edu/isbs/vol42/i...

#sports #biomechanics #ML #clustering #tsne

2D embeddings for high-dimensional data, the battle rages on

#umap #tsne #scrnaseq

journals.plos.org/ploscompbiol/article

Manifold Learning – R Works Manifold Learning reduces data dimensions to discover patterns for analysis and visualization. This post provides an overview of Manifold Learning and its algorithms, the tsne package, and other R too...

Manifold Learning reduces data dimensions to discover patterns for analysis and visualization.

Check out @revojoe.bsky.social's latest post, which provides an overview of Manifold Learning and its algorithms, the #tsne package, and other #RStats tools and resources.

rworks.dev/posts/manifo...

Seeing data as t-SNE and UMAP do - Nature Methods Dimension reduction helps to visualize high-dimensional datasets. These tools should be used thoughtfully and with tuned parameters. Sometimes, these methods take a second thought.

Seeing data as t-SNE and UMAP do www.nature.com/articles/s41... #bioinformatics #genomics #visualization #tsne #umap

OH 89: A newly described ~1.8-million-year-old hominid clavicle from Olduvai Gorge

🧪With Cat Taylor in the analytical lead, we just published on OH 89, a new 1.8Ma hominid clavicle from #OldupaiGorge. New method with #tSNE and you have a broad-shouldered individual clustering near KSD-VP-1/1, KNM-ER 1808, and OH 48

peercommunityjournal.org/articles/10....

I celebrate this!

#Rstats #tSNE #MoMA

I made a short video of the strange things UMAP and t-SNE can do to your data. The algorithms are shown mostly working as intended, yet with some surprising consequences.

#UMAP #tSNE #scRNAseq #wtf

www.youtube.com/watch?v=gwqU...

An other #Kardashian exploration. You see how they changed the content of their instagram photos over years. The color indicates the day of the year. The second picture shows all 18k photos since 2011. #tsne