squiggle.c/squiggle.h

34 lines
1.1 KiB
C
Raw Permalink Normal View History

2023-11-18 20:25:12 +00:00
#ifndef SQUIGGLE_C_CORE
#define SQUIGGLE_C_CORE
2023-06-26 17:44:41 +00:00
2023-07-23 10:47:47 +00:00
// uint64_t header
#include <stdint.h>
2023-06-26 17:44:41 +00:00
// Pseudo Random number generator
2023-07-23 10:47:47 +00:00
uint64_t xorshift64(uint64_t* seed);
2023-06-26 17:44:41 +00:00
// Basic distribution sampling functions
double sample_unit_uniform(uint64_t* seed);
double sample_unit_normal(uint64_t* seed);
// Composite distribution sampling functions
double sample_uniform(double start, double end, uint64_t* seed);
double sample_normal(double mean, double sigma, uint64_t* seed);
double sample_lognormal(double logmean, double logsigma, uint64_t* seed);
double sample_to(double low, double high, uint64_t* seed);
2023-06-26 17:44:41 +00:00
double sample_gamma(double alpha, uint64_t* seed);
double sample_beta(double a, double b, uint64_t* seed);
2023-08-11 12:01:02 +00:00
double sample_laplace(double successes, double failures, uint64_t* seed);
2023-07-23 08:09:34 +00:00
2023-06-26 17:44:41 +00:00
// Array helpers
double array_sum(double* array, int length);
void array_cumsum(double* array_to_sum, double* array_cumsummed, int length);
double array_mean(double* array, int length);
double array_std(double* array, int length);
2023-06-26 17:44:41 +00:00
// Mixture function
double sample_mixture(double (*samplers[])(uint64_t*), double* weights, int n_dists, uint64_t* seed);
2023-06-26 17:44:41 +00:00
#endif