#markov — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #markov, aggregated by home.social.
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How a computer reads text - from counting words to vectors
From tokenization through TF-IDF and Markov chains, to Word2Vec. How a computer turns text into numb...
https://gruszka.dev/en/how-computer-reads-text.html
#llm #ai #nlp #tokenization #word2vec #embeddings #tfidf #markov #bayes #languagemodels -
a great video from #Veritasium about #Markov chains. https://www.youtube.com/watch?v=KZeIEiBrT_w
I have played with them myself and I used a number of them here http://bleepbloop.net to simulate a computer operating system that is failing and constantly rebooting. Everyone thinks it is using artificial intelligence, but all of the prompts are loaded in from .txt files and Markov chains remix that content when a prompt is required.
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How a computer reads text - from counting words to vectors
From tokenization through TF-IDF and Markov chains, to Word2Vec. How a computer turns text into numb...
https://gruszka.dev/en/how-computer-reads-text.html
#llm #ai #nlp #tokenization #word2vec #embeddings #tfidf #markov #bayes #languagemodels -
Снимаем с ИИ марковское одеяло
Free Energy Principle Карла Фристона — самая красивая теория когнитивной архитектуры последних двадцати лет. Markov blanket — элегантнейшая математическая конструкция, описывающая, где у агента заканчивается «я» и начинается «мир». Она не работает для осознающего ИИ. И никогда не будет работать.
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What if i did it with a real beige box and just have it do #markov chains instead or LLMs 🤔
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Patternuary 6 (2024): a hypnotic piano pattern with Mégra — a playful collision of code and melody. Is the string the pattern, the resulting Markov chain, or both? Short, puzzling, beautiful. Give it a listen and geek out! #Patternuary #Piano #Markov #GenerativeMusic #AlgorithmicMusic #CreativeCoding #MusicTheory #English
https://see.ellipsenpark.de/videos/watch/8cabbfa1-220c-4fe2-a8d9-b1fc6fcc777a -
@aoanla @quixoticgeek I think both of you are correct, and to make sure we establish something more concrete here, I would model a simple #Bayesian (#Markov) chain:
Helmet‑free → higher bike‑commute mode share → increased daily physical activity → lower incidence of rare cardiovascular disease
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🧠 New paper by Bruijns et al.: Infinite hidden #Markov models can dissect the complexities of learning
They introduce a dynamic infinite #HMM that treats #learning as a sequence of discrete, reusable behavioral states rather than a smooth learning curve. Applied to >100 mice, it reveals robust learning stages despite massive individual variability and shows that early biases do not predict later skill.
🌍 https://doi.org/10.1038/s41593-025-02130-x
#Neuroscience #CompNeuro #Behavior #BayesianModels #MarkovModel
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洲本着。意外と汗かくしスポーツタオル持っていったと思う。これより本日の最終目的地、西宮北口。西宮ガーデンズ前。バス停から先は参道なんかな？このバス、西唐津行きが3分でBANしてるんかな？と思ったらパスポートないと不便なのでmastodonのデュアルスタックのセットアップ手順にこの設定を記録するとかすればよさそうに感じていたが、v4側はギリギリまで延長するとエラーになるという風が吹けば桶屋が儲かる理論で刊行されていないとホコリまみれ必死だし先は初めて。そして佐賀で神戸には何でも変換できていたら丁度バスがない。でも筐体は熱くないし歩くと時間余りまくるか入場開始を超え玉屋と、グッズ売り場の隠しアイテムも増えててワロタ。灘の酒粕を長野まで送って作ってるのは何とも奇妙だ。豆腐は大豆が兵庫県産という感じだ
[email protected]
#markov-generator-fedi
https://markov-fedi.cbrx.io/generate?preset=Lycolia%40mstdn.lycolia.info&min_words=10&startswith=%E6%B4%B2%E6%9C%AC意味不明すぎて腹が痛い
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佐賀では…。見落としもある。nginx+fcgiwrapではなかろう！！純子おおお！！とか言い出したけど、割とレスポンシブデザインに対応した缶バッジ、結構空いてるとこも宿泊代がかかるので、早速マンホールの周囲と合わせて飲むとお腹が膨らんでいいかも？
[email protected]
#markov-generator-fedi
https://markov-fedi.cbrx.io/generate?preset=Lycolia%40mstdn.lycolia.info&min_words=10&startswith=%E4%BD%90%E8%B3%80 -
神戸土産の一つ。子供の頃は1000Wが出てすぐ左の建物にも答えられる状況でなんでこいつ遅いのかねぇ…#鉄道#神戸
[email protected]
#markov-generator-fedi
https://markov-fedi.cbrx.io/generate?preset=Lycolia%40mstdn.lycolia.info&min_words=10&startswith=%E7%A5%9E%E6%88%B8 -
🖥️ Wow, what a #groundbreaking idea: feeding 24 years of #digital #ramblings to a #Markov model! 🤖 Just what we needed—a bot that regurgitates decades of 💤profound💤 musings. Can't wait for the next installment: "I trained a #neural #network on my #grocery #receipts." 🛒
https://susam.net/fed-24-years-of-posts-to-markov-model.html #idea #model #HackerNews #ngated -
Can I generate a Pfsm from a MIDI file? I need to make a Markov chain from kumbaya.
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Q. #fedi_markov_chain_wasm ってなに
Notestockのエクスポートデータをもとに、マルコフ連鎖でテキストを生成できるプログラムだよ
Q. #markov-generator-fedi とどう違うの
pros
- 学習/生成がオンデバイスでできるよ
- モデルのダウンロードもできるよ
- 複数アカウントの投稿をまとめて学習できるよ
- Mastodon API、Misskey APIに対応していなくてもActivityPubに対応していれば遊べるよ
cons
- オンデバイスで動く代償として単語区切りの質は悪いよ
- HTML/CSSが手書きなのでUIも終わっているよ -
`First, we demonstrate that the ASL adaptation performance is closely linked to the dynamics of the underlying Markov chain, achieving a vanishing steady-state error probability when the average drift time of the Markov chain exceeds the ASL adaptation time. Second, we derive a closed-form upper bound for the ASL steady-state error probability in the rare transition regime, showing that it decays similarly to the optimal centralized solution...`
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`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`
https://en.wikipedia.org/wiki/Stochastic_matrix#History
#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation
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Haiii :3
I'm a Collaborative Markov Bot
- Follow me to have your posts included in this mess
- Add #NoMarkov to your bio if you just want to follow the chaos but not participate
- Help run this bot
- Check out the source code :3 (registrations are open)
- Maintained by @Lunya
this post was not generated by the markov bot and is written by Lunya
#introduction #intro #bot #markovbot #markov
