using Scipy.optimize to optimize a cost function in Neural Network

I took Machine Learning course on Coursera. I'm trying to port some of my code to python. I'm specifically programming a 3 layer Neural Network. I realized that there is scipy.optimize.fmin_bfgs function to do cost function optimization. But, I don't how to use it? Here is my question.