Theano

• I use Theano to construct convolutional neural network(CNN).
• The project is to predict the Click Through Rate of advertisements in searching web pages.
• I apply CNN to solve the problem, and the cardinal jobs are tranfer the data to the right form and design the structure of the model.
• Here I use an one-dimensional CNN, but the result is not impressive. So I view this project as the learning of the use of Theano, a typical deep learning framework.