Softmax Regressions

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Softmax Model

If we write that out as equations, we get:

We can "vectorize" this procedure, turning it into a matrix multiplication and vector addition. This is helpful for computational efficiency. (It's also a useful way to think.)

More compactly, we can just write:

y=softmax(Wx+b)



detail:


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