forwarddiff does these
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# Activation Functions
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σ(x) = 1 / (1 + exp(-x))
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# back!(::typeof(σ), Δ, x) = Δ .* σ(x).*(1.-σ(x))
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relu(x) = max(0, x)
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# back!(::typeof(relu), Δ, x) = Δ .* (x .> 0)
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softmax(xs) = exp.(xs) ./ sum(exp.(xs), 2)
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