https://github.com/zya/markovian

The simplest way to create a markovian process using markov chains. 🔗
https://github.com/zya/markovian

generative javascript markov markov-chain

Last synced: 6 months ago
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The simplest way to create a markovian process using markov chains. 🔗

• Host: GitHub
• URL: https://github.com/zya/markovian
• Owner: zya
• Created: 2017-02-23T00:42:24.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-02-24T10:25:01.000Z (about 9 years ago)
• Last Synced: 2025-04-03T09:21:20.532Z (11 months ago)
• Topics: generative, javascript, markov, markov-chain
• Language: JavaScript
• Homepage:
• Size: 132 KB
• Stars: 6
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# markovian

The simplest way to create a markovian process using [markov chains](https://en.wikipedia.org/wiki/Markov_chain).

## Installation

```

npm i markovian

```

## Usage

```js

var markovian = require('markovian');

// create states

var zero = {

  value: 'zero', // value

  targets: [0, 1, 2], // target indices

  probabilities: [0.25, 0.25, 0.50] // target probabilities

};

var one = {

  value: 'one',

  targets: [0, 2],

  probabilities: [0.25, 0.75]

};

var two = {

  value: 'two',

  targets: [0, 1],

  probabilities: [0.80, 0.20]

};

// create the model

var states = [zero, one, two];

var model = markovian.create(states);

// start generating

setInterval(function(){

  var state = model.tick();

  console.log(state);

}, 500);

```