void main()
{
int sz = 3;
int eql = 0;
int mov = 0;
int **t = malloc(sz*(sizeof(int)+1));
for(i = 1; i <= sz; i++)
t[i] = malloc(sz*sizeof(int));
int **b = malloc(sz*(sizeof(int)+1));
for(i = 1; i <= sz; i++)
b[i] = malloc(sz*sizeof(int));
char roc;
int n;
initt(t, sz);
initb(t, b, sz);
while(eq(t, b, sz))
initb(t, b, sz);
while(!eql)
{
printf("Target: \n");
printb(t, sz);
printf("Board: \n");
printb(b, sz);
printf("What to flip: ");
scanf(" %c", &roc);
scanf(" %d", &n);
switch(roc)
{
case 'r':
fliprow(b, sz, n);
break;
case 'c':
flipcol(b, sz, n);
break;
default:
perror("Please specify r or c and an number");
break;
}
printf("Moves Taken: %d\n", ++mov);
if(eq(t, b, sz))
{
printf("You win!\n");
eql = 1;
}
}
}
int main(int argc, char ** argv)
{
bool shuffle = false;
vector<vector<int> > trainx, testx;
vector<int> trainy, testy;
load(trainx, trainy, "a1a.train");
load(testx, testy, "a1a.test");
//experiment parameters
float mu[]= {0.0, 0.5, 1.0, 3.0, 5.0};
float r[]= {0.1, 0.2, 0.5, 0.75, 1.0};
for(int i=0; i < sizeof(mu) / sizeof(float); i++)
{
for(int j=0; j < sizeof(r) / sizeof(float); j++)
{
if(i==0)
cout << "Perceptron (mu = 0), r = " << r[j] << endl;
else
cout << "Margin Perceptron, mu = " << mu[i] << ", r = "<< r[j] << endl;
//initialize w, b using random values between -1 to 1
float w[d];
initw(w);
float b;
initb(b);
//training
cout << "3 epochs" <<endl;
train(trainx, trainy, w, b, mu[i], r[j], 3, shuffle, false);
test(testx, testy, w, b, mu[i]);
cout << "5 epochs" <<endl;
train(trainx, trainy, w, b, mu[i], r[j], 5, shuffle, false);
test(testx, testy, w, b, mu[i]);
}
}
return 0;
}
Buf *newb() {
Buf *buf= calloc(1, sizeof *buf);
initb(buf);
return buf;
}
