added support for XML reading/writing
new serialization interfaces new helper methods new wifi models
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49
math/MovingStdDevTS.h
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49
math/MovingStdDevTS.h
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#ifndef MOVINGSTDDEVTS_H
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#define MOVINGSTDDEVTS_H
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#include "MovingAverageTS.h"
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/**
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* moving stadnard-deviation using a given time-region
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*/
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template <typename T> class MovingStdDevTS {
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private:
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MovingAverageTS<T> avg;
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MovingAverageTS<T> avg2;
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public:
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/** ctor with the window-size to use */
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MovingStdDevTS(const Timestamp window, const T zeroElement) : avg(window, zeroElement), avg2(window, zeroElement) {
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;
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}
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/** add a new entry */
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void add(const Timestamp ts, const T& data) {
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// E(x)
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avg.add(ts, data);
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// E(x^2)
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avg2.add(ts, data*data);
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}
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/** get the current std-dev */
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T get() const {
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const T e = avg.get();
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const T e2 = avg2.get();
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const T var = e2 - e*e;
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return std::sqrt(var);
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}
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};
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#endif // MOVINGSTDDEVTS_H
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46
math/distribution/Rectangular.h
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46
math/distribution/Rectangular.h
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#ifndef RECTANGULAR_H
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#define RECTANGULAR_H
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#include <cmath>
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#include <random>
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#include "../Random.h"
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#include "../../Assertions.h"
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#include "Normal.h"
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namespace Distribution {
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/** normal distribution */
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template <typename T> class Rectangular {
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private:
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const T mu;
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const T h;
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const T width;
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public:
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/** ctor */
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Rectangular(const T mu, const T width) : mu(mu), h(1.0/width), width(width) {
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}
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/** get probability for the given value */
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T getProbability(const T val) const {
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const T diff = std::abs(val - mu);
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return (diff < width/2) ? (h) : (0.0);
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}
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/** get the probability for the given value */
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static T getProbability(const T mu, const T width, const T val) {
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Rectangular<T> dist(mu, width);
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return dist.getProbability(val);
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}
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};
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}
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#endif // RECTANGULAR_H
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