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src/network3.py

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focused on making the code simple, easily readable, and easily
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modifiable. It is not optimized, and omits many desirable features.
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This program is loosely based on the Theano documentation on
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convolutional neural nets (notably,
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http://deeplearning.net/tutorial/lenet.html ), as well as some ideas
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of Chris Olah (http://colah.github.io ).
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"""
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#### Libraries

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