mirrors/tinn
1
0
Fork 0
mirror of https://github.com/glouw/tinn synced 2024-11-21 22:11:21 +03:00
Code Issues Packages Projects Releases Wiki Activity

lib names

Browse Source
This commit is contained in:
Gustav Louw 2018-03-29 12:51:36 -07:00
parent 381929f7be
commit de6f6f8aca
3 changed files with 15 additions and 20 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
Tinn.c
View File

@ -125,14 +125,14 @@ static void twrand(Tinn t)
#endif
}
double ttrain(Tinn t, double* in, double* tg, double rate)
double xttrain(Tinn t, double* in, double* tg, double rate)
{
forewards(t, in);
backwards(t, in, tg, rate);
return error(t, tg);
}
Tinn tbuild(int nips, int nops, int nhid)
Tinn xtbuild(int nips, int nops, int nhid)
{
Tinn t;
t.o = (double*) calloc(nops, sizeof(*t.o));
@ -145,7 +145,7 @@ Tinn tbuild(int nips, int nops, int nhid)
return t;
}
void tfree(Tinn t)
void xtfree(Tinn t)
{
free(t.w);
free(t.h);

23
Tinn.h
View File

@ -3,24 +3,19 @@
typedef struct
{
double* o; /* Output layer */
double* h; /* Hidden layer */
double* w; /* Training weights */
int nops; /* Number of Output Neurons */
int nhid; /* Number of Hidden Neurons */
int nips; /* Number of Input Neurons */
double* o;
double* h;
double* w;
int nops;
int nhid;
int nips;
}
Tinn;
/* Trains a Tinn object given input (in) data, target (tg) data,
* and a learning rate (recommended 0.0 - 1.0) */
double ttrain(Tinn, double* in, double* tg, double rate);
double xttrain(Tinn, double* in, double* tg, double rate);
/* Returns a Tinn object given number of inputs (nips),
* number of outputs (nops), and number of hidden layers (nhid) */
Tinn tbuild(int nips, int nops, int nhid);
Tinn xtbuild(int nips, int nops, int nhid);
/* Frees a tinn object from heap memory */
void tfree(Tinn);
void xtfree(Tinn);
#endif

6
test.c
View File

@ -26,11 +26,11 @@ int main()
int nops = 1;
double* in = inload(nips);
double* tg = tgload(nops);
Tinn tinn = tbuild(nips, nops, nhid);
Tinn tinn = xtbuild(nips, nops, nhid);
int i;
for(i = 0; i <= 10000; i++)
printf("%.18f\n", ttrain(tinn, in, tg, 0.5));
tfree(tinn);
printf("%.18f\n", xttrain(tinn, in, tg, 0.5));
xtfree(tinn);
free(in);
free(tg);
return 0;