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A Javascript version of Alexander Schiendorfer's blog post "A worked example of backpropagation".

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toynet

A Javascript version of Alexander Schiendorfer's blog post "A worked example of backpropagation".

https://alexander-schiendorfer.github.io/2020/02/24/a-worked-example-of-backprop.html

Download toynet.js and run with Nodejs (for example).

The code is generalised a bit so the shape of the network can be changed.

By default it runs the batching example on (A4 size) page 33.

[C:\projects\toynet\trunk]node toynet.js                                            
outputs after 200 epochs, see page 33                                                                                                          
0.9460731161243365 0.04903030671319556                                                                                                         
0.056063676671722545 0.9508238102520352                                                                                                        
done  

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A Javascript version of Alexander Schiendorfer's blog post "A worked example of backpropagation".

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