forked from personal/squiggle.c
60 lines
1.1 KiB
C
60 lines
1.1 KiB
C
#include <stdint.h>
|
|
#include <stdlib.h>
|
|
#include <stdio.h>
|
|
#include "../../squiggle.h"
|
|
|
|
// Estimate functions
|
|
float sample_0(uint32_t* seed)
|
|
{
|
|
return 0;
|
|
}
|
|
|
|
float sample_1(uint32_t* seed)
|
|
{
|
|
return 1;
|
|
}
|
|
|
|
float sample_few(uint32_t* seed)
|
|
{
|
|
return random_to(1, 3, seed);
|
|
}
|
|
|
|
float sample_many(uint32_t* seed)
|
|
{
|
|
return random_to(2, 10, seed);
|
|
}
|
|
|
|
int main(){
|
|
// set randomness seed
|
|
uint32_t* seed = malloc(sizeof(uint32_t));
|
|
*seed = 1000; // xorshift can't start with 0
|
|
|
|
float p_a = 0.8;
|
|
float p_b = 0.5;
|
|
float p_c = p_a * p_b;
|
|
|
|
int n_dists = 4;
|
|
float weights[] = { 1 - p_c, p_c / 2, p_c / 4, p_c / 4 };
|
|
float (*samplers[])(uint32_t*) = { sample_0, sample_1, sample_few, sample_many };
|
|
|
|
int n_samples = 1000000;
|
|
float* result_many = (float *) malloc(n_samples * sizeof(float));
|
|
for(int i=0; i<n_samples; i++){
|
|
result_many[i] = mixture(samplers, weights, n_dists, seed);
|
|
}
|
|
|
|
printf("result_many: [");
|
|
for(int i=0; i<100; i++){
|
|
printf("%.2f, ", result_many[i]);
|
|
}
|
|
printf("]\n");
|
|
}
|
|
|
|
/*
|
|
Aggregation mechanisms:
|
|
- Quantiles (requires a sort)
|
|
- Sum
|
|
- Average
|
|
- Std
|
|
*/
|