With neural networks, we are working with sets of matrices:
In order to use optimizing functions such as "fminunc()", we will want to "unroll" all the elements and put them into one long vector:
If the dimensions of Theta1 is 10x11, Theta2 is 10x11 and Theta3 is 1x11, then we can get back our original matrices from the "unrolled" versions as follows:
To summarize:
来源:coursera 斯坦福 吴恩达 机器学习
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