#markovchain — Public Fediverse posts

Trying a 2D Markov chain with an image. The source image (left) is sampled as 3*2-pixel windows. The output image (right) is randomly generated pixel by pixel, first right, then down, by choosing from the likely colours to appear at the bottom right of the current window.

The program falls back to a hard-coded colour (here, light grey) if the previously-generated window doesn't match anything in the input data. (The program isn't ready for release yet.)

#MarkovChain #graphics

Trying a 2D Markov chain with an image. The source image (left) is sampled as 3*2-pixel windows. The output image (right) is randomly generated pixel by pixel, first right, then down, by choosing from the likely colours to appear at the bottom right of the current window.

The program falls back to a hard-coded colour (here, light grey) if the previously-generated window doesn't match anything in the input data. (The program isn't ready for release yet.)

#MarkovChain #graphics

A minimum viable Markov gibberish generator in 32 lines of Python - (susam)

https://mastodon.social/@susam/115704263640752349

#Python #programming #markovchain

more sophisticated prediction of 2025, except there's no Debian specific discord communityNot that d

#markovchain

behind lifted doors? Just blastin ass with company???

#markovchain

@fedilore
Amazing reminder. From now on I shall refer to all LLMs as talkie toasters. Thank you.

https://m.youtube.com/watch?v=Vqdfm0qJOpU

#redDwarf #battlestarGalactica #SciFi #comedy #LLM #AI #technology #statistics #markovChain

@fedilore
Amazing reminder. From now on I shall refer to all LLMs as talkie toasters. Thank you.

https://m.youtube.com/watch?v=Vqdfm0qJOpU

#redDwarf #battlestarGalactica #SciFi #comedy #LLM #AI #technology #statistics #markovChain

markov bot WHAT THE HELL

`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

`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

Dear colleagues working with Markov-chain Monte Carlo: could you share any works that explore Markov-chain "convergence", and precision of mean estimates, with methods that use *quantiles* (or interquartile range, or median absolute deviation, or similar), rather than standard deviation and similar quantities?

Just to be clear, I don't mean estimation of quantiles, but estimation *by means of* quantiles.

Thank you!

#statistics #stats #probability #markovchain #mcmc #bayesian #bayes

The Torment Nexus is now available to play! This is my submission to REALLY BAD BOOGALOO IF.
#TheTormentNexus #InteractiveFiction #Twine #ReallyBogalooBadIF #Markov #MarkovChain #games
https://damonwakes.itch.io/the-torment-nexus

The Torment Nexus is now available to play! This is my submission to REALLY BAD BOOGALOO IF.
#TheTormentNexus #InteractiveFiction #Twine #ReallyBogalooBadIF #Markov #MarkovChain #games
https://damonwakes.itch.io/the-torment-nexus

I thought my Markov chain text generator had come up with a novel and amusing phrase - "The dog wasn’t terribly happy about being swept up in a sheet and rocket-booted way out of town" - but now I realise that it appears word-for-word in one of the stories it was trained on: https://damonwakes.wordpress.com/2017/07/07/isnt-it-bionic/
#MarkovChain #TextGeneration #IronyMan #FlashFiction

I thought my Markov chain text generator had come up with a novel and amusing phrase - "The dog wasn’t terribly happy about being swept up in a sheet and rocket-booted way out of town" - but now I realise that it appears word-for-word in one of the stories it was trained on: https://damonwakes.wordpress.com/2017/07/07/isnt-it-bionic/
#MarkovChain #TextGeneration #IronyMan #FlashFiction

Some more interesting output from my Markov text generator. It apparently got locked into that repetitive string of all caps phrases because the "STOP" at the end of each line gives it little to work with that isn't from the story that originally prompted it to start doing that. Still, I quite like "It is like dogs’ tongues flick and ask the smell," and also the thing about the space lizard with a bomb-ring in its mouth water.
#MarkovChain #TextGeneration #FlashFiction #SpaceLizard

Some more interesting output from my Markov text generator. It apparently got locked into that repetitive string of all caps phrases because the "STOP" at the end of each line gives it little to work with that isn't from the story that originally prompted it to start doing that. Still, I quite like "It is like dogs’ tongues flick and ask the smell," and also the thing about the space lizard with a bomb-ring in its mouth water.
#MarkovChain #TextGeneration #FlashFiction #SpaceLizard

It finally happened. The Markov chain text generator trained on my flash fiction finally wrote one.
#MarkovChain #TextGeneration #FlashFiction #banana

It finally happened. The Markov chain text generator trained on my flash fiction finally wrote one.
#MarkovChain #TextGeneration #FlashFiction #banana

Peak #AI Robot 🤖 #MarkovChain vs. #MarkovChain is when the #AI Robot 🤖 ' complains about itself ' & then just does art instead. ♻️ #fediverse

Peak #AI Robot 🤖 #MarkovChain vs. #MarkovChain is when the #AI Robot 🤖 ' complains about itself ' & then just does art instead. ♻️ #fediverse

A drunk man will find his way home, but a drunk bird may get lost forever.” What is this sentence about?

In 2D, the random walk is “recurrent”, i.e. you are guaranteed to go back to where you started; but in 3D, the random walk is “transient”, the opposite of “recurrent”. In fact, for the 2D case, that also means that you are guaranteed to go to ALL places in the world (the only constraint is, of course, time). [Think about why.]

Markov chains are also an important tool in modelling the real world, and so I feel like this is a good excuse for bringing it up.

At the end, I also compare this phenomenon to Stein’s paradox – in both cases, there is a cutoff between 2 and 3 dimensions, and they have similar intuitive explanation – is that a coincidence?

Random walks in 2D and 3D are fundamentally different

#MarkovChain #MarkovChains #Math #Mathematics #nowWatching #randomWalk #randomness #StochasticProcess #YouTube

I think it would be cool to do a bot trained on my social media and blog posts. I've had this idea for a while when I heard about drilbot but Freeplay's Markov Chain bot reminded me again. I would curate the content available though, as I don't need everything in the dataset. I'd release it under the same license my blog posts are under. Maybe I could have some of my code comments, PR, and issue descriptions in the dataset, too, or maybe that would be too much.

#MarkovChain

I think it would be cool to do a bot trained on my social media and blog posts. I've had this idea for a while when I heard about drilbot but Freeplay's Markov Chain bot reminded me again. I would curate the content available though, as I don't need everything in the dataset. I'd release it under the same license my blog posts are under. Maybe I could have some of my code comments, PR, and issue descriptions in the dataset, too, or maybe that would be too much.

#MarkovChain

#Papi #bareback newcomer #BradleyB and #MarkovChain until he #creampie Markov

See more -> https://hotmalefuckers.com/2024/01/papi-creampies-inked-newbie-markov-chain-at-hungyoungbrit/

There’s No AI In A Markov Chain, But They’re Fun To Play With

#artificialintelligence #softwarehacks #language #markovchain #python #hackaday

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hackaday.com/2023/11/14/theres…

There’s No AI In A Markov Chain, But They’re Fun To Play With - Amid all the hype about AI it sometimes seems as though the world has lost sight o... - https://hackaday.com/2023/11/14/theres-no-ai-in-a-markov-chain-but-theyre-fun-to-play-with/ #artificialintelligence #softwarehacks #markovchain #language #python

There’s No AI In A Markov Chain, But They’re Fun To Play With - Amid all the hype about AI it sometimes seems as though the world has lost sight o... - https://hackaday.com/2023/11/14/theres-no-ai-in-a-markov-chain-but-theyre-fun-to-play-with/ #artificialintelligence #softwarehacks #markovchain #language #python

I built a tool to make it extremely easy to turn your #Twitter archive into a stream of (sometimes) entertaining nonsense via a #MarkovChain https://sam.pikesley.org/projects/markodon/

I built a tool to make it extremely easy to turn your #Twitter archive into a stream of (sometimes) entertaining nonsense via a #MarkovChain https://sam.pikesley.org/projects/markodon/

Made a Markov chain based on some Shel Silverstein poems

"Genuary 28: Generative poetry"

#genuary #genuary2023 #genuary28 #markovchain #kinetictypography

Substantially improved this now: https://sam.pikesley.org/projects/markodon/

#MarkovChain your #Tweets to #Mastodon

And there it is: https://sam.pikesley.org/projects/markodon/

#MarkovChain your #Tweets to #Mastodon

Informative beginner's guide to Markov-Chain Monte-Carlo algorithm
https://wiki.pathmind.com/markov-chain-monte-carlo

#programmin #algorithms #markovchain #montecarlo