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Sunday, 6 December 2015

Denoising Autoencoder MATLAB/Octave Code

Following on from my last post I have been looking for Octave code for the denoising autoencoder to avoid reinventing the wheel and writing it myself from scratch, and luckily I have found two options. The first is a tutorial on autoencoders, by a Piotr Mirowski, which has a link to a Github page with code. The second is a toolbox for dimensionality reduction, by Laurens van der Maaten, which has autoencoders as one of its options.

As of now I'm not sure which one I'll use, and perhaps I might yet write my own code heavily reusing elements from both of the above. More in due course.

2 comments:

  1. https://github.com/rasmusbergpalm/DeepLearnToolbox

    here you have another MATLAB toolbox with the code of SDAE and other types of nets

    Krzysztof

    ReplyDelete
  2. That's a wonderful initiative!
    Any results so far?

    ReplyDelete