gistfile1.txt

def cost_calculation(self,X,y,theta):
        inner = np.power(((X @ theta.T) - y), 2) # @ means matrix multiplication of arrays. If we want to use * for multiplication we will have to convert all arrays to matrices
        return np.sum(inner) / (2 * len(X))