int main(int argc, char **argv)
{
struct rbf r;
clann_matrix_type x, d;
clann_size_type i;
clann_initialize();
clann_io_read_double_data_file(argv[1], &x, &d);
rbf_initialize(&r, 2, 1, 4, 4);
//r.learning_strategy = RBF_LEARNING_FIXED;
rbf_learn(&r, &x, &d);
printf("centers:\n");
clann_matrix_print(&r.centers);
printf("input:\n");
clann_matrix_print(&x);
printf("output:\n");
for (i = 0; i < x.rows; i++)
{
rbf_compute_output(&r, clann_matrix_value(&x, i, 0));
printf(CLANN_PRINTF "\n", r.output[0]);
}
return 0;
}
int main(int argc, char **argv)
{
struct svm s;
clann_matrix_type x, d;
clann_initialize();
clann_io_read_double_data_file(argv[1], &x, &d);
svm_initialize(&s, x.cols, x.rows);
svm_compute_weights(&s, &x, &d);
return 0;
}
int
main(int argc, char *argv[])
{
if (argc == 6)
{
clann_initialize();
reader_read_data_file(argv[1], &x);
clann_size_type width = atoi(argv[3]);
ann.epoch = atoi(argv[4]);
epochs = atoi(argv[5]);
som_initialize(&ann, atoi(argv[2]), x.cols, width);
ann.step = 100;
glutInit(&argc, argv);
glutInitDisplayMode(GLUT_DOUBLE | GLUT_RGB | GLUT_DEPTH);
glutInitWindowSize(800, 600);
glutInitWindowPosition(0, 0);
glutCreateWindow("SOM ISN Training");
init();
glutDisplayFunc(cb_display);
glutIdleFunc(cb_idle);
glutKeyboardFunc(cb_keyboard);
pthread_create(&thread, NULL, training_thread, (void *) NULL);
glutMainLoop();
}
else
{
printf(USAGE);
return 1;
}
return 0;
}
