#ifndef SERIAL_DECLARATIONS_H /* Include guard */ #define SERIAL_DECLARATIONS_H #include extern int DEVIATION; extern int NUMBER_OF_POINTS; extern int DIMENSIONS; extern const char* POINTS_FILENAME; typedef struct parameters { double epsilon; bool verbose; bool display; } parameters; //Function get_args parses command line arguments. void get_args(int argc, char **argv); //Function init reads the dataset and label arrays from the corresponding files. void init(double ***vectors, parameters *params); //Function meanshift recursively shifts original points according to th //mean-shift algorithm saving the result to shiftedPoints. Struct opt has user //options, h is the desirable deviation. int meanshift(double **original_points, double ***shifted_points, int h , parameters *opt); //Function norm returns the second norm of matrix of dimensions rowsXcols. double norm(double **matrix, int rows, int cols); //Function multiply calculates the product of matrices 1 and 2 into output. void multiply(double **matrix1, double **matrix2, double **output); //Function calculateDistance returns the distance between x and y vectors. double calculateDistance(double *y, double *x); //Function alloc_2d_double allocates rows*cols bytes of continuous memory. double **alloc_2d_double(int rows, int cols); //Function duplicate copies the values of source array to dest array. void duplicate(double **source, int rows, int cols, double ***dest); //Function print_matrix prints array of dimensions rowsXcols to the console. void print_matrix(double **array, int rows, int cols); //Function save_matrix prints matrix in a csv file with path/filename //"output/output_iteration". If a file already exists new lines are concatenated. void save_matrix(double **matrix , int iteration); #endif //SERIAL_DECLARATIONS_H