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				| 
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			@ -42,7 +42,7 @@ typedef struct {
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point_t points[NUMBER_OF_SAMPLES]; // [0] = xActual, [1]=xpredicted from localMean, [2]=xpredicted from directPredecessor, [3] = xpredicted from differentialpredecessor, [4] = xError from localMean, [5] xError from directPredecessor, [6] xError from differentialPredecessor
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/* *ppm read, copy, write* */
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								   /* *ppm read, copy, write* */
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typedef struct {
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	unsigned char red, green, blue;
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}colorChannel_t;
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			@ -55,9 +55,9 @@ typedef struct {
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static imagePixel_t * rdPPM(char *fileName); // read PPM file format
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void mkPpmFile(char *fileName, imagePixel_t *image); // writes PPM file
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int ppmColorChannel(FILE* fp, imagePixel_t *image); // writes colorChannel from PPM file to log file
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void colorSamples( FILE* fp ); // stores color channel values in xSamples[]
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void colorSamples(FILE* fp); // stores color channel values in xSamples[]
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/* *file handling* */
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							 /* *file handling* */
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char * mkFileName(char* buffer, size_t max_len, int suffixId);
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char *fileSuffix(int id);
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void myLogger(FILE* fp, point_t points[]);
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			@ -71,9 +71,9 @@ double rndm(void);
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double sum_array(double x[], int length);
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void directPredecessor(void);
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void localMean(void);
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void differentialPredecessor( void );
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void differentialPredecessor(void);
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double *popNAN(double *xError, int xErrorLength); //return new array without NAN values
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double windowXMean( int _arraylength, int xCount );
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double windowXMean(int _arraylength, int xCount);
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int main(int argc, char **argv) {
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			@ -90,14 +90,14 @@ int main(int argc, char **argv) {
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	printf("%d\n", xLength);
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	FILE* fp6 = fopen(fileName, "r");
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	colorSamples ( fp6 );
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	colorSamples(fp6);
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	srand((unsigned int)time(NULL));
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	for (i = 0; i < NUMBER_OF_SAMPLES; i++) {
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//		_x[i] += ((255.0 / M) * i); // Init test values
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		//		_x[i] += ((255.0 / M) * i); // Init test values
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		for (int k = 0; k < WINDOWSIZE; k++) {
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			w[k][i]= rndm(); // Init weights
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			w[k][i] = rndm(); // Init weights
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		}
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	}
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			@ -105,7 +105,7 @@ int main(int argc, char **argv) {
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	// save plain test_array before math magic happens
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	FILE *fp0 = fopen(fileName, "w");
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	for (i = 0; i <= tracking; i++) {
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		for ( k = 0; k < WINDOWSIZE; k++) {
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		for (k = 0; k < WINDOWSIZE; k++) {
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			fprintf(fp0, "[%d][%d] %lf\n", k, i, w[k][i]);
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		}
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	}
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			@ -135,13 +135,13 @@ int main(int argc, char **argv) {
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/*
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 ======================================================================================================
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======================================================================================================
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    localMean
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localMean
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    Variant (1/3), substract local mean.
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Variant (1/3), substract local mean.
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 ======================================================================================================
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======================================================================================================
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*/
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void localMean(void) {
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			@ -162,23 +162,23 @@ void localMean(void) {
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	for (xCount = 1; xCount < NUMBER_OF_SAMPLES; xCount++) { // first value will not get predicted
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        double xPartArray[xCount]; //includes all values at the size of runtime var
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		//double xPartArray[1000]; //includes all values at the size of runtime var
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								   //int _sourceIndex = (xCount > WINDOWSIZE) ? xCount - WINDOWSIZE : xCount;
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		int _arrayLength = (xCount > WINDOWSIZE) ? WINDOWSIZE + 1 : xCount;
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		//printf("xCount:%d, length:%d\n", xCount, _arrayLength);
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        xMean = ( xCount > 0 ) ? windowXMean(_arrayLength, xCount) : 0;
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		xMean = (xCount > 0) ? windowXMean(_arrayLength, xCount) : 0;
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		// printf("WINDOWSIZE:%f\n", windowXMean(_arrayLength, xCount));
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		xPredicted = 0.0;
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		xActual = xSamples[xCount + 1];
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		//	weightedSum += _x[ xCount-1 ] * w[xCount][0];
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		for (i = 1; i < _arrayLength ; i++) { //get predicted value
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		 	xPredicted += (w[i][xCount] * ( xSamples[xCount - i] - xMean));
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		for (i = 1; i < _arrayLength; i++) { //get predicted value
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			xPredicted += (w[i][xCount] * (xSamples[xCount - i] - xMean));
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		}
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		xPredicted += xMean;
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		xError[xCount] = xActual - xPredicted;
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		printf("Pred: %f\t\tActual:%f\n", xPredicted,xActual);
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		printf("Pred: %f\t\tActual:%f\n", xPredicted, xActual);
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		points[xCount].xVal[1] = xCount;
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		points[xCount].yVal[1] = xPredicted;
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		points[xCount].xVal[4] = xCount;
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			@ -190,12 +190,12 @@ void localMean(void) {
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			xSquared += pow(xSamples[xCount - i] - xMean, 2);
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			printf("xSquared:%f\n", xSquared);
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		}
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		if(xSquared == 0.0){ // returns Pred: -1.#IND00
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		if (xSquared == 0.0) { // returns Pred: -1.#IND00
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			xSquared = 1.0;
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		}
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		//printf("%f\n", xSquared);
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		for (i = 1; i < _arrayLength; i++) { //update weights
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			w[i][xCount + 1] = w[i][xCount] + learnrate * xError[xCount] * ( (xSamples[xCount - i] - xMean) / xSquared);
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			w[i][xCount + 1] = w[i][xCount] + learnrate * xError[xCount] * ((xSamples[xCount - i] - xMean) / xSquared);
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		}
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		fprintf(fp4, "{%d}.\txPredicted{%f}\txActual{%f}\txError{%f}\n", xCount, xPredicted, xActual, xError[xCount]);
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			@ -225,14 +225,14 @@ void localMean(void) {
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}
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/*
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  ======================================================================================================
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======================================================================================================
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    directPredecessor
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directPredecessor
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    Variant (2/3),
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    substract direct predecessor
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Variant (2/3),
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substract direct predecessor
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  ======================================================================================================
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======================================================================================================
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*/
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void directPredecessor(void) {
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			@ -247,11 +247,11 @@ void directPredecessor(void) {
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	fprintf(fp3, "\n=====================================DirectPredecessor=====================================\n");
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	for (xCount = 1; xCount < NUMBER_OF_SAMPLES + 1; xCount++) {
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        double xPartArray[xCount]; //includes all values at the size of runtime var
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		//double xPartArray[xCount]; //includes all values at the size of runtime var
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								   //int _sourceIndex = (xCount > WINDOWSIZE) ? xCount - WINDOWSIZE : xCount;
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		int _arrayLength = (xCount > WINDOWSIZE) ? WINDOWSIZE + 1 : xCount;
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		printf("xCount:%d, length:%d\n", xCount, _arrayLength);
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        double xMean = ( xCount > 0 ) ? windowXMean(_arrayLength, xCount) : 0;
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		double xMean = (xCount > 0) ? windowXMean(_arrayLength, xCount) : 0;
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		printf("%f\n", windowXMean(_arrayLength, xCount));
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		xPredicted = 0.0;
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		xActual = xSamples[xCount + 1];
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			@ -298,16 +298,16 @@ void directPredecessor(void) {
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/*
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 ======================================================================================================
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======================================================================================================
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    differentialPredecessor
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differentialPredecessor
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    variant (3/3),
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    differenital predecessor.
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variant (3/3),
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differenital predecessor.
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 ======================================================================================================
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 */
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void differentialPredecessor ( void ) {
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======================================================================================================
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*/
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void differentialPredecessor(void) {
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	char fileName[512];
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	double xError[2048];
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			@ -361,15 +361,15 @@ void differentialPredecessor ( void ) {
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/*
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 ======================================================================================================
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======================================================================================================
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    mkFileName
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mkFileName
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    Writes the current date plus the suffix with index suffixId
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    into the given buffer. If the total length is longer than max_len,
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    only max_len characters will be written.
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Writes the current date plus the suffix with index suffixId
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into the given buffer. If the total length is longer than max_len,
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only max_len characters will be written.
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 ======================================================================================================
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======================================================================================================
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*/
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			@ -387,13 +387,13 @@ char *mkFileName(char* buffer, size_t max_len, int suffixId) {
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/*
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 ======================================================================================================
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======================================================================================================
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    fileSuffix
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fileSuffix
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    Contains and returns every suffix for all existing filenames
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Contains and returns every suffix for all existing filenames
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 ======================================================================================================
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======================================================================================================
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*/
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char * fileSuffix(int id) {
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			@ -403,13 +403,13 @@ char * fileSuffix(int id) {
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/*
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 ======================================================================================================
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======================================================================================================
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    myLogger
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myLogger
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    Logs x,y points to svg graph
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Logs x,y points to svg graph
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 ======================================================================================================
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======================================================================================================
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*/
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void bufferLogger(char *buffer, point_t points[]) {
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	int i;
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			@ -430,7 +430,7 @@ void bufferLogger(char *buffer, point_t points[]) {
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		strcat(buffer, _buffer);
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	}
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	strcat(buffer, "\" fill=\"none\" id=\"svg_3\" stroke=\"blue\" stroke-width=\"0.4px\"/>\n<path d=\"M0 0\n");
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	for (i = 0; i < NUMBER_OF_SAMPLES - 1; i++ ){ //xPredicted from diff Pred
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	for (i = 0; i < NUMBER_OF_SAMPLES - 1; i++) { //xPredicted from diff Pred
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		sprintf(_buffer, "L %f %f\n", points[i].xVal[3], points[i].xVal[3]);
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		strcat(buffer, _buffer);
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	}
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			@ -439,20 +439,20 @@ void bufferLogger(char *buffer, point_t points[]) {
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/*
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 ======================================================================================================
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======================================================================================================
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    sum_array
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sum_array
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    Sum of all elements in x within a defined length
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Sum of all elements in x within a defined length
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 ======================================================================================================
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======================================================================================================
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*/
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double sum_array(double x[], int xlength) {
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	int i = 0;
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	double sum = 0.0;
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    if (xlength !=0 ){
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	if (xlength != 0) {
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		for (i = 0; i < xlength; i++) {
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			sum += x[i];
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		}
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			@ -462,39 +462,40 @@ double sum_array(double x[], int xlength) {
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/*
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 ======================================================================================================
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======================================================================================================
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    popNanLength
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popNanLength
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    returns length of new array without NAN values
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returns length of new array without NAN values
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 ======================================================================================================
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======================================================================================================
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*/
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double *popNAN( double *xError,int xErrorLength ) {
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double *popNAN(double *xError, int xErrorLength) {
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	int i, counter;
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    double noNAN [xErrorLength];
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	double noNAN[10];
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	realloc(noNAN, xErrorLength);
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    for ( i = 0; i < xErrorLength; i++) {
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        if ( !isnan(xError[i]) ) {
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	for (i = 0; i < xErrorLength; i++) {
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		if (!isnan(xError[i])) {
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			noNAN[i] = xError[i];
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			counter++;
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		}
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	}
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	realloc(noNAN, counter * sizeof(double));
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    int noNANLength = sizeof(noNAN)/ sizeof(noNAN[0]);
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	int noNANLength = sizeof(noNAN) / sizeof(noNAN[0]);
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	memcpy(xError, noNAN, noNANLength);
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	return xError;
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}
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/*
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 ======================================================================================================
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======================================================================================================
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    r2
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r2
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    returns a random double value between 0 and 1
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returns a random double value between 0 and 1
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 ======================================================================================================
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======================================================================================================
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*/
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double r2(void) {
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			@ -503,13 +504,13 @@ double r2(void) {
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/*
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 ======================================================================================================
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======================================================================================================
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    rndm
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rndm
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    fills a double variable with random value and returns it
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fills a double variable with random value and returns it
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 ======================================================================================================
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======================================================================================================
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*/
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double rndm(void) {
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			@ -519,13 +520,13 @@ double rndm(void) {
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/*
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 ======================================================================================================
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======================================================================================================
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    mkSvgGraph
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mkSvgGraph
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    parses template.svg and writes results in said template
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parses template.svg and writes results in said template
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 ======================================================================================================
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======================================================================================================
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*/
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void mkSvgGraph(point_t points[]) {
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						 | 
				
			
			@ -541,9 +542,9 @@ void mkSvgGraph(point_t points[]) {
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	char buffer[131072] = "";
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	memset(buffer, '\0', sizeof(buffer));
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	while(!feof(input)) {
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	while (!feof(input)) {
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		fgets(line, 512, input);
 | 
			
		||||
		strncat(buffer, line,strlen(line));
 | 
			
		||||
		strncat(buffer, line, strlen(line));
 | 
			
		||||
		//	printf("%s\n", line);
 | 
			
		||||
		if (strstr(line, firstGraph) != NULL) {
 | 
			
		||||
			bufferLogger(buffer, points);
 | 
			
		||||
| 
						 | 
				
			
			@ -556,14 +557,14 @@ void mkSvgGraph(point_t points[]) {
 | 
			
		|||
 | 
			
		||||
 | 
			
		||||
/*
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
 | 
			
		||||
    rdPPM
 | 
			
		||||
rdPPM
 | 
			
		||||
 | 
			
		||||
    reads data from file of type PPM, stores colorchannels in a struct in the
 | 
			
		||||
    size of given picture
 | 
			
		||||
reads data from file of type PPM, stores colorchannels in a struct in the
 | 
			
		||||
size of given picture
 | 
			
		||||
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
*/
 | 
			
		||||
 | 
			
		||||
static imagePixel_t *rdPPM(char *fileName) {
 | 
			
		||||
| 
						 | 
				
			
			@ -620,14 +621,14 @@ static imagePixel_t *rdPPM(char *fileName) {
 | 
			
		|||
 | 
			
		||||
 | 
			
		||||
/*
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
 | 
			
		||||
    mkPpmFile
 | 
			
		||||
mkPpmFile
 | 
			
		||||
 | 
			
		||||
    gets output from the result of rdPpmFile and writes a new PPM file. Best Case is a
 | 
			
		||||
    carbon copy of the source image. Build for debugging
 | 
			
		||||
gets output from the result of rdPpmFile and writes a new PPM file. Best Case is a
 | 
			
		||||
carbon copy of the source image. Build for debugging
 | 
			
		||||
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
*/
 | 
			
		||||
 | 
			
		||||
void mkPpmFile(char *fileName, imagePixel_t *image) {
 | 
			
		||||
| 
						 | 
				
			
			@ -645,22 +646,22 @@ void mkPpmFile(char *fileName, imagePixel_t *image) {
 | 
			
		|||
 | 
			
		||||
 | 
			
		||||
/*
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
 | 
			
		||||
    ppmColorChannel
 | 
			
		||||
ppmColorChannel
 | 
			
		||||
 | 
			
		||||
    gets one of the rgb color channels and writes them to a file
 | 
			
		||||
gets one of the rgb color channels and writes them to a file
 | 
			
		||||
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
*/
 | 
			
		||||
 | 
			
		||||
int ppmColorChannel(FILE* fp, imagePixel_t *image) {
 | 
			
		||||
//	int length = 1000; // (image->x * image->y) / 3;
 | 
			
		||||
	//	int length = 1000; // (image->x * image->y) / 3;
 | 
			
		||||
	int i = 0;
 | 
			
		||||
 | 
			
		||||
	if (image) {
 | 
			
		||||
		for ( i = 0; i < NUMBER_OF_SAMPLES - 1; i++ ){
 | 
			
		||||
		fprintf(fp,"%d\n", image->data[i].green);
 | 
			
		||||
		for (i = 0; i < NUMBER_OF_SAMPLES - 1; i++) {
 | 
			
		||||
			fprintf(fp, "%d\n", image->data[i].green);
 | 
			
		||||
		}
 | 
			
		||||
	}
 | 
			
		||||
	fclose(fp);
 | 
			
		||||
| 
						 | 
				
			
			@ -669,24 +670,24 @@ int ppmColorChannel(FILE* fp, imagePixel_t *image) {
 | 
			
		|||
 | 
			
		||||
 | 
			
		||||
/*
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
 | 
			
		||||
    colorSamples
 | 
			
		||||
colorSamples
 | 
			
		||||
 | 
			
		||||
    reads colorChannel values from file and stores them in xSamples as well as points datatype for
 | 
			
		||||
    creating the SVG graph
 | 
			
		||||
reads colorChannel values from file and stores them in xSamples as well as points datatype for
 | 
			
		||||
creating the SVG graph
 | 
			
		||||
 | 
			
		||||
 ======================================================================================================
 | 
			
		||||
======================================================================================================
 | 
			
		||||
*/
 | 
			
		||||
void colorSamples( FILE* fp ) {
 | 
			
		||||
void colorSamples(FILE* fp) {
 | 
			
		||||
	int i = 0;
 | 
			
		||||
	int d, out;
 | 
			
		||||
	double f;
 | 
			
		||||
	char  buffer[NUMBER_OF_SAMPLES];
 | 
			
		||||
 | 
			
		||||
	while ( !feof(fp) ) {
 | 
			
		||||
		if ( fgets(buffer, NUMBER_OF_SAMPLES, fp) != NULL ) {
 | 
			
		||||
		sscanf(buffer,"%lf", &xSamples[i]);
 | 
			
		||||
	while (!feof(fp)) {
 | 
			
		||||
		if (fgets(buffer, NUMBER_OF_SAMPLES, fp) != NULL) {
 | 
			
		||||
			sscanf(buffer, "%lf", &xSamples[i]);
 | 
			
		||||
			//printf("%lf\n", xSamples[i] );
 | 
			
		||||
			points[i].yVal[0] = xSamples[i];
 | 
			
		||||
			points[i].xVal[0] = i;
 | 
			
		||||
| 
						 | 
				
			
			@ -696,12 +697,12 @@ void colorSamples( FILE* fp ) {
 | 
			
		|||
	fclose(fp);
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
double windowXMean (int _arraylength, int xCount) {
 | 
			
		||||
double windowXMean(int _arraylength, int xCount) {
 | 
			
		||||
	int count;
 | 
			
		||||
	double sum = 0.0;
 | 
			
		||||
	double *ptr;
 | 
			
		||||
	// printf("*window\t\t*base\t\txMean\n\n");
 | 
			
		||||
    for ( ptr = &xSamples[xCount - _arraylength]; ptr != &xSamples[xCount]; ptr++) { //set ptr to beginning of window
 | 
			
		||||
	for (ptr = &xSamples[xCount - _arraylength]; ptr != &xSamples[xCount]; ptr++) { //set ptr to beginning of window
 | 
			
		||||
																					//window = xCount - _arraylength
 | 
			
		||||
																					//base = window - _arraylength;
 | 
			
		||||
																					//sum = 0.0;
 | 
			
		||||
| 
						 | 
				
			
			@ -712,5 +713,5 @@ double windowXMean (int _arraylength, int xCount) {
 | 
			
		|||
		//}
 | 
			
		||||
	}
 | 
			
		||||
	//printf("\n%lf\t%lf\t%lf\n", *ptr, *ptr2, (sum/(double)WINDOW));
 | 
			
		||||
    return sum/(double)_arraylength;
 | 
			
		||||
	return sum / (double)_arraylength;
 | 
			
		||||
}
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
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		Reference in New Issue