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ConvNetJS

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As of 2016, JavaScript is everywhere. Deep learning is no exception. ConvNetJS is an implementa­tion of neural networks in JavaScript. The in-browser demos provided by ConvNetJS are really good. ConvNetJS was developed by Dr Karpathy at Stanford University. A special feature is that it doesn’t require any dependenci­es like compilers, installers and GPUs. ConvNetJS has support for the following: Reinforcem­ent learning model Classifica­tion (SVM) and regression (L2) Major neural network modules Image processing using Convolutio­nal Networks An easy-to-follow guide for using ConvNetJS is available at http://cs.stanford.edu/people/karpathy/convnetjs/started.html.

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