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28aa7ba Moved readme to readme.md
Sanjeev Satheesh authored
1 #Java Recursive Autoencoder
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ad8fa36 @sancha Update README.md
authored
3 jrae is a re-implemention of semi-supervised recursive autoencoder in java. This package also contains code to demonstrate its usage.
825c199 Added the README and USAGE. More code refactoring in the interfaces.
Sanjeev Satheesh authored
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5 More details are available at
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7 http://www.socher.org/index.php/Main/Semi-SupervisedRecursiveAutoencodersForPredictingSentimentDistributions
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cd09236 Update README.md
Sanjeev Satheesh authored
9 In short, semi-supervised recursive autoencoder is a feature learning algorithm to learn an encoding for text data and that can then be used for performing classification. The jrae package is pretty comprehensive - it includes code for learning the features as well as for performing basic classification, and is parallelized to run on a multi-core machine.
825c199 Added the README and USAGE. More code refactoring in the interfaces.
Sanjeev Satheesh authored
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cd09236 Update README.md
Sanjeev Satheesh authored
11 The package includes a demo of movie review classification on which the algorithm attains state-of-art results.
825c199 Added the README and USAGE. More code refactoring in the interfaces.
Sanjeev Satheesh authored
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13 Downloading
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15 The Recursive Autoencoder code is being maintained on github and can be
16 downloaded at
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28aa7ba Moved readme to readme.md
Sanjeev Satheesh authored
18 https://github.com/sancha/jrae
825c199 Added the README and USAGE. More code refactoring in the interfaces.
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20 #Dependencies
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22 The RAE package requires the jblas package for supporting the linear algebra
23 operations. These requirements are included in the lib directory.
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25 * jblas
26 * junit4
27 * log4j
28 * jmatio
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30 Including the jblas jar file may not be sufficient. JBLAS requires either
31 LAPACK or ATLAS. Check out https://github.com/mikiobraun/jblas if you run
32 into trouble. If you are running ubuntu, do `sudo apt-get install
33 libgfortran3`.
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28aa7ba Moved readme to readme.md
Sanjeev Satheesh authored
35 #BUGS
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37 If you encounter any bugs, please report it on github.
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39 * Author: Sanjeev Satheesh <ssanjeev@stanford.edu>
40 * Created: 2012 February 20
41 * Keywords: java, sentiment analysis, machine learning, nlp
42 * URL: <http://github.com/sancha/jrae>
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