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80 lines
2.0 KiB
JavaScript
80 lines
2.0 KiB
JavaScript
module.exports = function (math) {
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var Matrix = require('../../type/Matrix'),
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collection = require('../../type/collection'),
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isCollection = collection.isCollection;
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/**
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* Compute the mean value of a list of values
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* In case of a multi dimensional array, the mean of the flattened array
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* will be calculated. When dim is provided, the maximum over the selected
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* dimension will be calculated.
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*
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* mean(a, b, c, ...)
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* mean(A)
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* mean(A, dim)
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*
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* @param {... *} args A single matrix or or multiple scalar values
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* @return {*} res
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*/
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math.mean = function mean(args) {
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if (arguments.length == 0) {
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throw new SyntaxError('Function mean requires one or more parameters (0 provided)');
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}
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if (isCollection(args)) {
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if (arguments.length == 1) {
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// mean([a, b, c, d, ...])
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return _mean(args);
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}
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else if (arguments.length == 2) {
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// mean([a, b, c, d, ...], dim)
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return _nmean(arguments[0], arguments[1]);
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}
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else {
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throw new SyntaxError('Wrong number of parameters');
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}
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}
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else {
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// mean(a, b, c, d, ...)
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return _mean(arguments);
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}
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};
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/**
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* Calculate the mean value in an n-dimensional array, returning a
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* n-1 dimensional array
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* @param {Array} array
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* @param {Number} dim
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* @return {Number} mean
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* @private
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*/
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function _nmean(array, dim){
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var sum;
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sum = collection.reduce(array, dim, math.add);
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return math.divide(sum, size(array)[dim]);
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};
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/**
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* Recursively calculate the mean value in an n-dimensional array
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* @param {Array} array
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* @return {Number} mean
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* @private
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*/
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function _mean(array) {
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var sum = 0;
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var num = 0;
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collection.deepForEach(array, function (value) {
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sum = math.add(sum, value);
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num++;
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});
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if (num === 0) {
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throw new Error('Cannot calculate mean of an empty array');
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}
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return math.divide(sum, num);
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}
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};
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