xdc_git_python_20210511/tutorials-master/theanoTUT/theano14_summary.py

# 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

"""
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Summary:
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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.

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

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


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


"""