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ConvNetJS – A JavaScript library for training Neural Networks in your browser

Christoffer Björkskog 0

Here is a link to an Open Source JavaScript library that allows you to train neural networks in your browser. It was created by Andrej Karpathy, a PhD student at Stanford University and is currently community maintained.

It currently supports:

  • Common Neural Network modules (fully connected layers, non-linearities)
  • Classification (SVM/Softmax) and Regression (L2) cost functions
  • Ability to specify and train Convolutional Networks that process images
  • An experimental Reinforcement Learning module, based on Deep Q Learning.

Project site: http://cs.stanford.edu/people/karpathy/convnetjs/
Github: https://github.com/karpathy/convnetjs

 

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