Regarding ex2/predict.m

[FazalAAli]

I see that there is comment regarding iteration for rounding up values using a for loop and just wanted to mention that there is an in-built function called round in octave.

Thus the code would have been:
p = sigmoid(X * theta);
p = round(p);