This commit is contained in:
Joseph Redmon
2013-12-02 16:41:40 -08:00
parent 2db9fbef2b
commit 0d6bb5d44d
29 changed files with 836 additions and 214 deletions

View File

@ -143,5 +143,47 @@ double *parse_fields(char *line, int n)
return field;
}
double mean_array(double *a, int n)
{
int i;
double sum = 0;
for(i = 0; i < n; ++i) sum += a[i];
return sum/n;
}
double variance_array(double *a, int n)
{
int i;
double sum = 0;
double mean = mean_array(a, n);
for(i = 0; i < n; ++i) sum += (a[i] - mean)*(a[i]-mean);
double variance = sum/n;
return variance;
}
double constrain(double a, double max)
{
if(a > abs(max)) return abs(max);
if(a < -abs(max)) return -abs(max);
return a;
}
void normalize_array(double *a, int n)
{
int i;
double mu = mean_array(a,n);
double sigma = sqrt(variance_array(a,n));
for(i = 0; i < n; ++i){
a[i] = (a[i] - mu)/sigma;
}
mu = mean_array(a,n);
sigma = sqrt(variance_array(a,n));
}
double rand_normal()
{
int i;
double sum= 0;
for(i = 0; i < 12; ++i) sum += (double)rand()/RAND_MAX;
return sum-6.;
}