Neural Processing Mechanisms

    na-error-propagation

    0.1.3 • Public • Published

    na-error-propagation

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    Calculates the error propagation of an expression, also called Propagation of uncertainty.

    Works in Node and the browser. Uses the nerdamer library to evaluate the expressions, including the differentials.

    Example

    Live Demo

    var ErrorPropagation = require('na-error-propagation');
    var nerdamer = require('nerdamer');
    GLOBAL.nerdamer = nerdamer;
    require('nerdamer/Calculus');
    delete GLOBAL.nerdamer;
    ErrorPropagation.nerdamer = nerdamer;
     
    var errorPropagation = new ErrorPropagation({
      correlation: 'both'
    });
    errorPropagation.on('differential', function(diff) {
      console.log('differential', diff);
    });
    var result = errorPropagation.calculate('x + y', {
      x: {value: 8, error: 3},
      y: {value: 15, error: 4}
    });
    console.log('result', result); // {value: 23, error: {correlated: 10, uncorrelated: 5}}

    If you want to use the events in the browser, you must set an EventEmitter library using the ErrorPropagation.setEventEmitter(EventEmitter) method.

    Install

    npm i na-error-propagation

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    1

    Version

    0.1.3

    License

    MIT

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