Deep Learning is the currently trending method in machine learning community. Some languages like python and matlab have some very convenient toolbox for deep learning. So is there any decent deep learning library in Mathematica?
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5$\begingroup$ I don't know much about this topic but take a look at github.com/Seilim/CaffeLink $\endgroup$– SzabolcsCommented Sep 22, 2015 at 8:19
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$\begingroup$ As @Szabolcs noted, there's an open-source library link to Caffe, a pretty decent implementation. I seem to recall a WRI staff comment that it is something they're working on (or thinking of working on... ) $\endgroup$– ciaoCommented Sep 22, 2015 at 9:26
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$\begingroup$ Possible duplicate of How to train a convolutional neural net on images? $\endgroup$– MarcoBCommented Oct 28, 2015 at 16:15
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3$\begingroup$ I can confirm that its something we are busy working on. What features would you like to see for this deep learning framework to be useful to you? $\endgroup$– SebastianCommented Nov 8, 2015 at 6:58
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$\begingroup$ Not sure why this got closed. I assume the OP was referring to third party packages at the time this was posted. It seems like a reasonable question. $\endgroup$– SzabolcsCommented Nov 16, 2016 at 11:42
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Finally from v11, there is built-in support for deep neural network. Image Recognition Using Deep Learning.
And one can also use GPU to accelerate the process of deep neural network. Accelerate Training Using a GPU.