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lines changed Original file line number Diff line number Diff line change @@ -5,12 +5,13 @@ ConvNetJS is a Javascript implementation of Neural networks, together with nice
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- Common ** Neural Network modules** (fully connected layers, non-linearities)
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- Classification (SVM/Softmax) and Regression (L2) ** cost functions**
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- - A ** MagicNet class** for fully automatic neural network learning (automatic hyperparameter search and cross-validatations)
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- Ability to specify and train ** Convolutional Networks** that process images
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- An experimental ** Reinforcement Learning** module, based on Deep Q Learning
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For much more information, see the main page at [ convnetjs.com] ( http://convnetjs.com )
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+ ** Note** : I am not actively maintaining ConvNetJS anymore because I simply don't have time. I think the npm repo might not work at this point.
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## Online Demos
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- [ Convolutional Neural Network on MNIST digits] ( http://cs.stanford.edu/~karpathy/convnetjs/demo/mnist.html )
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- [ Convolutional Neural Network on CIFAR-10] ( http://cs.stanford.edu/~karpathy/convnetjs/demo/cifar10.html )
@@ -20,7 +21,6 @@ For much more information, see the main page at [convnetjs.com](http://convnetjs
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- [ Deep Q Learning Reinforcement Learning demo] ( http://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html )
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- [ Image Regression ("Painting")] ( http://cs.stanford.edu/~karpathy/convnetjs/demo/image_regression.html )
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- [ Comparison of SGD/Adagrad/Adadelta on MNIST] ( http://cs.stanford.edu/people/karpathy/convnetjs/demo/trainers.html )
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- - [ MagicNet classifying arbitary CSV data demo] ( http://cs.stanford.edu/people/karpathy/convnetjs/demo/automatic.html )
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## Example Code
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