[mlpack-svn] [MLPACK] #345: Sparse Autoencoder Module

[MLPACK Trac]

#345: Sparse Autoencoder Module
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 Reporter:  siddharth.950  |        Owner:     
     Type:  enhancement    |       Status:  new
 Priority:  major          |    Milestone:     
Component:  mlpack         |     Keywords:     
 Blocking:                 |   Blocked By:     
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 I have written a new Sparse Autoencoder module. Right now it has the basic
 necessities for it to run, there are a lot of tweaks that can be added.
 I'm uploading the code files along with the data file I'm using to test
 the implementation. All the files are to be kept in the same folder, and
 compiled using g++ sparseAutoencoder.cpp sparse_autoencoder_function.cpp
 -lmlpack -larmadillo. On running the program, it prints a series of real
 numbers which shows the cost at each iteration and shows that the cost
 converges. Please review the files and add suggestions if any.

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Ticket URL: <http://trac.research.cc.gatech.edu/fastlab/ticket/345>
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MLPACK is an intuitive, fast, and scalable C++ machine learning library developed at Georgia Tech.