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Multi Hidden Layer Support (another proposal) #107

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40e469f
handle errors and prepare for the implementation of hidden multi-layers
maksuel Mar 28, 2018
29c7a7e
Refactory constructor method for multi-hidden layers
maksuel Mar 30, 2018
aa6fefc
Refactory train method for multi-hidden layers =)
maksuel Mar 30, 2018
b7d0a21
Fix train method, add _walk method and refactory predict method
maksuel Mar 30, 2018
697d9e8
Change to multi-hidden layers
maksuel Mar 30, 2018
1327a08
Add TODO list after multi-hidden implementation
maksuel Mar 30, 2018
3341a36
Refactory static method deserialize to multi-hidden layers
maksuel Mar 30, 2018
3e5ab2c
Refactory mutate method to multi-hidden layers
maksuel Mar 30, 2018
5a6ab68
Update semantics
maksuel Apr 15, 2018
ed1cf8f
add TODO
maksuel Apr 15, 2018
d66ef8c
add comment and TODO
maksuel Apr 15, 2018
61049e6
Refactored deserialize function
maksuel Apr 15, 2018
b4b6efe
Bug fix in mutate function
maksuel Apr 15, 2018
c54a8f5
Update README file.
maksuel Apr 15, 2018
a9ca77f
Introduction Visualization of NeuralNetwork
maksuel Apr 16, 2018
aeba18a
clear
maksuel Oct 6, 2018
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4 changes: 2 additions & 2 deletions examples/doodle_classification/sketch.js
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Expand Up @@ -31,8 +31,8 @@ function setup() {
prepareData(rainbows, rainbowsData, RAINBOW);
prepareData(trains, trainsData, TRAIN);

// Making the neural network
nn = new NeuralNetwork(784, 64, 3);
// Making the neural network (multi-hidden layers)
nn = new NeuralNetwork(784, 256, 64, 3);

// Randomizing the data
let training = [];
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