Git Product home page Git Product logo

sampling's Introduction

sampling

JavaScript for sampling from a handful of discrete probability distributions

Currently Supported

  • Bernoulli
  • Binomial
  • Discrete
  • Multinomial
  • Poisson
  • Negative Binomial

Examples

var bern = Sampling.Bernoulli(.5);
bern.draw();     // One random draw
bern.sample(10); // Get an array of 10 samples. 
var binom = SJS.Binomial(10, 0.5);  // alternate syntax (Sampling === SJS)
binom.draw();
binom.sample(10);
var probabilities = [.1, .2, .3, .05, .15];
var disc = SJS.Discrete(probabilities);
disc.draw(); 
disc.sample(10); 
// The probabilities will be normalized for you. 
var probs = [1,1,1,1,1,1,1,1,1,1,1,1,1,1]
var mult = SJS.Multinomial(5, probs);
mult.draw();
mult.sample(10);
var myArray = [0,1,2,3,4,5]
// sample five elements with replacement
sample_from_array(myArray, 5, true)
// sample five elements without replacement
sample_from_array(myArray, 5)

sampling's People

Contributors

brettimus avatar jacobmenick avatar mmcdermott avatar wjones127 avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.