mirror of
https://github.com/glouw/tinn
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img | ||
.gitignore | ||
LICENSE | ||
Makefile | ||
README.md | ||
test.c | ||
Tinn.c | ||
Tinn.h |
Tinn (Tiny Neural Network) is a dependency free neural network library written in C99.
#include "Tinn.h"
#include <stdio.h>
#define len(a) ((int) (sizeof(a) / sizeof(*a)))
int main(void)
{
double in[] = { 0.05, 0.10 };
double tg[] = { 0.01, 0.99 };
/* Two hidden nuerons */
const Tinn tinn = xtbuild(len(in), 2, len(tg));
int i;
for(i = 0; i < 10000; i++)
{
double error = xttrain(tinn, in, tg, 0.5);
printf("%.12f\n", error);
}
xtfree(tinn);
return 0;
}
For a quick demo, get some training data:
wget http://archive.ics.uci.edu/ml/machine-learning-databases/semeion/semeion.data
And if you're on Linux / MacOS just build and run:
make; ./tinn
If you're on Windows it's:
mingw32-make & tinn.exe