Created
February 11, 2019 19:55
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recursion pseudocode for backprop article
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def backprop(current_layer=1): | |
if current_layer is output_layer: | |
∂_L = current_layer - labels | |
current_layer.∆w = ∂_L * g'(Z(current_layer.nodes)) * (current_layer-1).nodes | |
return ∂_L | |
else: | |
∂_L = backprop(current_layer+1) | |
∂_L = ∂_L * g'(Z((current_layer+1).nodes)) * (current_layer+1).W | |
current_layer.∆w = ∂_L * g'(Z(current_layer.nodes)) * (current_layer-1).nodes | |
return ∂_L | |
layers.W += layers.∆w |
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