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enaeaton.bsky.social
MinimapやLocalmap使っても高低差考慮されないから洋館本当に訳がわからないレベルで迷っちゃう🤢
#Skyrim
January 8, 2025 at 10:45 PM
patcon.bsky.social
New experiments with improving insight from Polis-like consultations, this time using data from a 7000-person consultation done by some rad folks in #BowlingGreen, in partnership w Google Jigsaw: report.whatcouldbgbe.com

gist.github.com/patcon/0a56a... #democracy #collectiveintelligence #delibwave
Clusters based on projections of data using LocalMAP dimensional reduction algo. Map of generative AI islands that look like LocalMAP clusters. Coloring based on projections of data using LocalMAP dimensional reduction algo, but painted onto PCA projections.
May 1, 2025 at 7:12 PM
patcon.bsky.social
Interested in extending the ideas behind #democracy -supporting algos like in pol.is? here's a first-pass showing the deeper structure that might be possible to find in large conversations, with new dimensional reduction algorithms beyond PCA, like PaCMAP & LocalMAP: gist.github.com/patcon/8b079...
Image of big blog from PCA algorithm. Many clusters of data from LocalMAP algorithm.
April 28, 2025 at 7:54 PM
patcon.bsky.social
h/t Yingfan Wang, Yiyang Sun and @cynthiarudin.bsky.social for building these amazing algos ❤️ github.com/williamsyy/L...
GitHub - williamsyy/LocalMAP: LocalMAP: Dimension Reduction with Locally Adjusted Graphs
LocalMAP: Dimension Reduction with Locally Adjusted Graphs - williamsyy/LocalMAP
github.com
April 28, 2025 at 7:54 PM
localmap.bsky.social
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Autos St-Apo

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#LocalMap #avisgoogle
September 22, 2026 at 5:03 PM
fedetibaldo.com
Or, more seriously, LocalMap instead of MapChunk?
April 23, 2025 at 4:44 AM
patcon.bsky.social
I'm very much a learner, but you're maybe asking if aspects of matrix factorisation approaches to dimensionality reduction apply here. But LocalMAP is a KNN approach, with a matrix factorisation initialisation. h/t @lelandmcinnes.bsky.social for his attempts to describe these youtu.be/9iol3Lk6kyU
A Bluffer's Guide to Dimension Reduction - Leland McInnes
YouTube video by PyData
youtu.be
September 26, 2025 at 2:42 PM
localmap.bsky.social
Découvrez le témoignage de Yves Le Dentu du Centre de Massodermie de Montréal sur Local Map ! 🌟 "Équipe dynamique, réactive et compétente. Un plaisir de collaborer. Je recommande !" #SatisfactionClient #LocalMap
October 27, 2025 at 6:02 PM
localmap.bsky.social
Découvrez le témoignage de Philippe Martineau d'Isolation VIP !
Dans cette vidéo, Philippe explique comment Local Map l'a aidé !
Il souligne l'efficacité et la courtoisie du service client.

On peut vous aider à développer votre entreprise !
#SatisfactionClient #localmap
March 31, 2025 at 3:03 PM
localmap.bsky.social
Découvrez le témoignage vidéo de Paul Vital de MYLE Home Services !
Local Map : une approche efficace et un suivi hors pair !

Paul nous raconte comment nous l'avons convaincu et aidé à :
Gagner du temps
Simplifier ses démarches
#SatisfactionClient #localmap
April 14, 2025 at 7:02 PM
davidcrespo.bsky.social
don’t know if this will ever come in handy for me because I don’t do much serious data work, but there are “hot new dimensionality reduction algorithms” called PaCMAP and LocalMap
github.com/YingfanWang/...
github.com/williamsyy/L...
news.ycombinator.com/item?id=4402...
hacker news comment by patron 7 hours ago I see that you're looking for clusters within PCA projections -- You should look for deeper structure with hot new dimensional reduction algorithms, like PaCMAP or LocalMAP! I've been working on a project related to a sensemaking tool called Pol.is [1], but reprojecting its wiki survey data with these new algorithms instead of PCA, and it's amazing what new insight it uncovers with these new algorithms! https://patcon.github.io/polislike-opinion-map-painting/ Painted groups: https://t.co/734qNlMdeh (Sorry, only really works on desktop) [1]: https://www.technologyreview.com/2025/04/15/1115125/a-small-... reply
May 19, 2025 at 2:48 AM
benetou.fr
While reading overreacted.io/open-social/ I took a minute to update all my Twitter archive links on fabien.benetou.fr/Content/Self... from a URL to a localmap name, this way if tomorrow I move my archive from twitter-archive.benetou.fr to another domain or subdomain, links won't break for readers.
Utopiah Twitter Archive
twitter-archive.benetou.fr
September 27, 2025 at 9:23 AM
patcon.bsky.social
Hey @biancawylie.com, I know you were interested in this way back in 2016 when we ran an electoral reform convo on Polis. Am curious your thoughts on whether these new dimensional reduction algos (e.g. LocalMAP) offer potential for new, accessible insight/exploration patcon.github.io/polislike-op...
Polis-Like Opinion Landscape Painter
Explore consensus and disagreement visually using opinion map painting.
patcon.github.io
May 11, 2025 at 6:12 PM
arianetwo.bsky.social
MapSection, MapPortion, PortionOfMap, MapRegion, LocalMap/GlobalMap, PartialMap, PartOfWorldMap, WorldBlock, WorldPortion

But "chunk" is a cool word too.
April 24, 2025 at 8:57 PM
patcon.bsky.social
They loosely map to PCA's principal components, just because that initialises the first layout, but PaCMAP (and its child LocalMAP, which is what you're seeing in that prototype) is essentially running an attractive-repulsive force simulation in 2D, using forces determined by HD space
PaCMAP: An algorithm for dimension reduction
YouTube video by Cynthia Rudin
youtu.be
September 26, 2025 at 2:35 PM
patcon.bsky.social
Or here's a less blobby, but still challenging to interpret conversation run by DemDis out of Slovakia
www.demdis.sk/v-europe_cud...

code notebook: gist.github.com/patcon/9ce28...

Algos used: PCA, PaCMAP, LocalMAP, PCA
Cluster colors from: LocalMAP, LocalMAP, LocalMAP, PCA
Original Polis PCA projections, but colored with clusters found in LocalMAP projections. New (2022) PaCMAP projections, but colored with groups found through clustering LocalMAP projections. New (2024) LocalMAP algorithm and associated clustering Original Polis PCA projections and clustering
April 28, 2025 at 7:54 PM
patcon.bsky.social
Preserves both local & global structure, & VERY simple loss func :)
www.youtube.com/watch?v=sD-u...

There are some updates in the past few months that improve it as LocalMAP (non-parameterized) and ParamRepulsor (parameterized, so better for neural net training), which makes me even more excited!
February 3, 2025 at 9:34 PM
localmap.bsky.social
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour GESTOCK

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#LocalMap #avisgoogle
May 19, 2026 at 5:04 PM
localmap.bsky.social
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Tapis Xtra

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#LocalMap #avisgoogle
May 12, 2026 at 5:03 PM
localmap.bsky.social
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Jean La Porte

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#LocalMap #avisgoogle
April 21, 2026 at 5:03 PM
localmap.bsky.social
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𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 𝗲𝘀𝘁 𝗹𝗮 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻 !

𝘁𝗼𝗽 𝟯🥇 𝗲𝗻 𝟵𝟬 𝗷𝗼𝘂𝗿𝘀 !

Contactez-nous maintenant : https://localmap.com/nous-joindre/

#LocalMap #avisgoogle
April 14, 2026 at 5:02 PM
localmap.bsky.social
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour 4MK Auto

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𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 𝗲𝘀𝘁 𝗹𝗮 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻 !

𝘁𝗼𝗽 𝟯🥇 𝗲𝗻 𝟵𝟬 𝗷𝗼𝘂𝗿𝘀 !

Contactez-nous maintenant : https://localmap.com/nous-joindre/

#LocalMap #avisgoogle
March 24, 2026 at 5:03 PM
localmap.bsky.social
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Autos St-Apo

Une réputation Google au top, devant vos concurrents

𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 𝗲𝘀𝘁 𝗹𝗮 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻 !

𝘁𝗼𝗽 𝟯🥇 𝗲𝗻 𝟵𝟬 𝗷𝗼𝘂𝗿𝘀 !

Contactez-nous maintenant : https://localmap.com/nous-joindre/

#LocalMap #avisgoogle
March 10, 2026 at 5:02 PM
localmap.bsky.social
Découvrez le témoignage de Sébastien Milette de Viabois! 🌟 "Très bon support de Local Map, professionnel et à l'écoute de nos besoins. Réponse rapide à nos réalités!" #SatisfactionClient #LocalMap
December 22, 2025 at 7:02 PM
localmap.bsky.social
Découvrez le témoignage de Julie Gagnon de Friperie La Faluppa! 🌟 "Début récent avec Local Map et déjà un impact positif ! Outils faciles et bon suivi. Excitée pour l'avenir !" #SatisfactionClient #LocalMap
December 8, 2025 at 7:02 PM