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0.2.0 RunAvgWeight
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@ -5,6 +5,14 @@ All notable changes to this project will be documented in this file.
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The format is based on [Keep a Changelog](http://keepachangelog.com/)
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and this project adheres to [Semantic Versioning](http://semver.org/).
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## [0.2.0] - 2024-08-12
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- Fix #6, **float getFastAverage()** => fix **clear()**
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- Fix #4, add **float getCoefficientOfVariation()**
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- add bool return value for **clear(), addValue()**
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- update readme.md
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- update keywords.txt
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----
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## [0.1.1] - 2024-07-01
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- update documentation
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@ -36,6 +36,10 @@ possibly introduces an ever increasing error.
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In tests with **RunningAverage** library (with equal weights), adding up to 1500000 numbers
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this error was always small. Still you need to be aware of this limit.
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### 0.2.0 breaking change
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Fixed #6 by fixing **clear()**, previous versions are now obsolete.
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#### Related
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@ -49,6 +53,7 @@ this error was always small. Still you need to be aware of this limit.
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- https://github.com/RobTillaart/statHelpers - combinations & permutations
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- https://github.com/RobTillaart/printHelpers - print scientific format
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- https://github.com/RobTillaart/Statistic
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- https://github.com/RobTillaart/Student
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## Interface
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@ -66,12 +71,17 @@ The object has no default size.
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### Basic
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- **void clear()** empties the internal buffers.
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- **void addValue(float value, float weight = 1.0)** adds a new value to the object,
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- **bool clear()** empties the internal buffers.
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- **bool addValue(float value, float weight = 1.0)** adds a new value to the object,
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if the internal buffer is full, the oldest element is removed.
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The default weight is 1.0 so one can use this class as a "unweighted" running average too,
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albeit with the extra overhead.
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**addValue()** updates the sum of values and weights for the **getFastAverage()** function.
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The following functions returns NAN if there are no values present (count == 0) or
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of internal array is not allocated.
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- **float getValue(uint16_t position)** returns the value at **position** from the additions.
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Position 0 is the first one to disappear.
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- **float getWeight(uint16_t position)** returns the weight at **position** from the additions.
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@ -88,12 +98,20 @@ improve its accuracy again.
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- **float getStandardDeviation()** returns the standard deviation of the current content.
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More than one element needs to be added to be calculable.
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- **float getStandardError()** returns the standard error of the current content.
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- **float getCoefficientOfVariation()** returns coefficient of variation.
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This is defined as standardDeviation / Average.
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It indicates if the distribution is relative small ( < 1) or relative wide ( > 1).
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Note it has no meaning when the average is zero (or close to zero).
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- **float getMin()** returns minimum value since last **clear()**. This value does not need
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to be in the internal buffer any more. Useful for graphing long term minima.
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Note the returned minimum is **unweighted.**
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- **float getMax()** returns maximum value since last **clear()**. This value does not need
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to be in the internal buffer any more. Useful for graphing long term maxima.
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Note the returned maximum is **unweighted.**
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- **float getMinInBuffer()** returns minimum value in the internal buffer.
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Note the returned minimum is **unweighted.**
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- **float getMaxInBuffer()** returns maximum value in the internal buffer.
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Note the returned maximum is **unweighted.**
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### Admin functions
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@ -1,7 +1,7 @@
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//
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// FILE: RunAvgWeight.cpp
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// AUTHOR: Rob Tillaart
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// VERSION: 0.1.1
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// VERSION: 0.2.0
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// DATE: 2024-06-30
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// PURPOSE: Arduino library to calculate the running average with weights by means of a circular buffer
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// URL: https://github.com/RobTillaart/RunAvgWeight
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@ -31,7 +31,7 @@ RunAvgWeight::~RunAvgWeight()
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// resets all counters
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void RunAvgWeight::clear()
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bool RunAvgWeight::clear()
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{
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_count = 0;
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_index = 0;
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@ -39,41 +39,49 @@ void RunAvgWeight::clear()
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_sumWeights = 0.0;
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_min = NAN;
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_max = NAN;
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for (uint16_t i = _size; i > 0; )
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if (_size == 0)
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{
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// setting values and weight to zero keeps addValue simpler
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_values[--i] = 0.0;
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_weights[--i] = 0.0;
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return false;
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}
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for (uint16_t i = 0; i < _size; i++)
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{
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// setting values and weights to zero keeps addValue simpler
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_values[i] = 0.0;
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_weights[i] = 0.0;
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}
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return true;
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}
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// adds a new value to the data-set
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void RunAvgWeight::addValue(const float value, const float weight)
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bool RunAvgWeight::addValue(const float value, const float weight)
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{
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if ((_values == NULL) || (_weights == NULL))
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{
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return;
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}
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if (_size == 0)
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{
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return false;
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}
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// TODO weight should be > 0 or at least != 0?
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_sumValues -= _values[_index];
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_sumValues -= _values[_index] * _weights[_index];
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_values[_index] = value;
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_sumValues += _values[_index];
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_sumValues += _values[_index] * weight;
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_sumWeights -= _weights[_index];
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_weights[_index] = weight;
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_sumWeights += _weights[_index];
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_index++;
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if (_index == _size) _index = 0; // faster than %
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// update index (next spot to add value).
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_index++;
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if (_index >= _size) _index = 0; // faster than %
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// update count
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if (_count < _size) _count++;
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// handle min max
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if (_count == 0) _min = _max = value;
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if (_count == 1) _min = _max = value;
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else if (value < _min) _min = value;
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else if (value > _max) _max = value;
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// update count as last otherwise if ( _count == 0) above will fail
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if (_count < _size) _count++;
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return true;
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}
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@ -193,6 +201,20 @@ float RunAvgWeight::getStandardError()
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}
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// Return coefficient of variation.
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// If buffer is empty or has only one element or zero average, return NAN.
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float RunAvgWeight::getCoefficientOfVariation()
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{
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float temp = getStandardDeviation();
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if (temp == NAN) return NAN;
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if (_sumValues == 0) return NAN;
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// float cv = temp * getFastAverage();
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float cv = temp * _sumWeights / _sumValues;
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return cv;
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}
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/////////////////////////////////////////////////////////////////////
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@ -2,7 +2,7 @@
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//
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// FILE: RunAvgWeight.h
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// AUTHOR: Rob Tillaart
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// VERSION: 0.1.1
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// VERSION: 0.2.0
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// DATE: 2024-06-30
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// PURPOSE: Arduino library to calculate the running average with weights by means of a circular buffer
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// URL: https://github.com/RobTillaart/RunAvgWeight
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@ -13,7 +13,7 @@
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#include "Arduino.h"
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#define RUNAVGWEIGHT_LIB_VERSION (F("0.1.1"))
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#define RUNAVGWEIGHT_LIB_VERSION (F("0.2.0"))
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class RunAvgWeight
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@ -22,8 +22,8 @@ public:
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explicit RunAvgWeight(const uint16_t size);
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~RunAvgWeight();
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void clear();
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void addValue(const float value, const float weight = 1.0);
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bool clear();
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bool addValue(const float value, const float weight = 1.0);
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float getValue(const uint16_t position);
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float getWeight(const uint16_t position);
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@ -38,6 +38,7 @@ public:
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// weight <> 1
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float getStandardDeviation();
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float getStandardError();
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float getCoefficientOfVariation();
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// returns min/max added to the data-set since last clear.
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// values without weight!
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@ -29,7 +29,21 @@ void setup(void)
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float value = i * 0.01 + 1;
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float weight = sqrt(i);
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myRA.addValue(value, weight);
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Serial.print(myRA.bufferIsFull());
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Serial.print(value);
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Serial.print("\t");
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Serial.print(weight);
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Serial.print("\t");
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Serial.print(myRA.getCount());
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Serial.print("\t");
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Serial.print(myRA.getSumValues(), 3);
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Serial.print("\t");
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Serial.print(myRA.getSumWeights(), 3);
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Serial.print("\t\t");
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Serial.print(myRA.getFastAverage(), 3);
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Serial.print("\t");
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Serial.print(myRA.getAverage(), 3);
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Serial.println();
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}
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Serial.println();
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Serial.println();
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@ -51,10 +65,12 @@ void setup(void)
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Serial.println(myRA.getCount());
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Serial.println();
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Serial.print("AVG:\t");
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Serial.println(myRA.getAverage(), 5);
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// first do fast to see if it is right
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// if done after getAverage() it is same by definition.
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Serial.print("AVG(f):\t");
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Serial.println(myRA.getFastAverage(), 5);
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Serial.print("AVG:\t");
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Serial.println(myRA.getAverage(), 5);
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Serial.println();
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Serial.print("STDDEV:\t");
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@ -15,6 +15,7 @@ getAverage KEYWORD2
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getFastAverage KEYWORD2
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getStandardDeviation KEYWORD2
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getStandardError KEYWORD2
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getCoefficientOfVariation KEYWORD2
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getMin KEYWORD2
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getMax KEYWORD2
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@ -22,15 +23,14 @@ getMinInBuffer KEYWORD2
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getMaxInBuffer KEYWORD2
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bufferIsFull KEYWORD2
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getSize KEYWORD2
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getCount KEYWORD2
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getElementValue KEYWORD2
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getElementWeight KEYWORD2
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getSumValues KEYWORD2
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getSumWeights KEYWORD2
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getSize KEYWORD2
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getCount KEYWORD2
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# Instances (KEYWORD2)
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"type": "git",
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"url": "https://github.com/RobTillaart/RunAvgWeight.git"
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},
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"version": "0.1.1",
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"version": "0.2.0",
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"license": "MIT",
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"frameworks": "*",
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"platforms": "*",
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name=RunAvgWeight
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version=0.1.1
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version=0.2.0
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author=Rob Tillaart <rob.tillaart@gmail.com>
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maintainer=Rob Tillaart <rob.tillaart@gmail.com>
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sentence=Running Average with weight of N elements.
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