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.


Unknown said...

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


Unknown said...

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