# View more python tutorials on my Youtube and Youku channel!!!

# Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
# Youku video tutorial: http://i.youku.com/pythontutorial

# 14 - summary

"""
==============================
Summary:
-----------------------------------------------
1. Understand the basic usage of Theano;
2. Built a regression neural networks;
3. Built a classification neural networks;
4. Understand the overfitting and the solutions for solving this problem;
5. Save your networks for future usage.

==============================
GPU computation:
-----------------------------------------------
Theano tutorial link: http://deeplearning.net/software/theano/tutorial/using_gpu.html
Requirement: NVIDIA cards and CUDA backend

==============================
Theano Convolutional Neural Networks:
----------------------------------------------
Theano tutorial link: http://deeplearning.net/tutorial/lenet.html


==============================
Theano Recurrent Neural Networks:
-----------------------------------------------
Theano tutorial link: http://deeplearning.net/tutorial/rnnslu.html


"""