====== DSM Software and Data Sets ======

{{:under_construction.png?48 |Under Construction}}

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**This page is under construction.**  
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===== Off-the-shelf software packages for DSM =====

**Python**
  * [[https://radimrehurek.com/gensim/|Gensim]] – high-performance topic modelling
  * [[http://vecto.space/|Vecto]] – a new framework for count & predict models
  * [[http://clic.cimec.unitn.it/composes/toolkit/|DISSECT]] – easy-to-use package developed by the COMPOSES project
  * [[https://pypi.org/project/Divisi/|Divisi]] – semantic networks, tensors & SVD ([[rewDivisi2|review]])

**R**
  * [[http://wordspace.r-forge.r-project.org|wordspace]] – user-friendly DSM exploration

**Java**
  * [[https://github.com/semanticvectors/semanticvectors/wiki|Semantic Vectors]] – scalable implementation based on random indexing ([[rewSemVector|review]])
  * [[https://github.com/fozziethebeat/S-Space|S-Space]] package ([[rewSSpacePackage|review]])
  * [[http://maggie.lt.informatik.tu-darmstadt.de/jobimtext|JoBimText]] – with support for distributed processing

**C/C++**
  * [[http://infomap-nlp.sourceforge.net/|Infomap NLP]] – classical LSA-style DSM ([[rewInfoMap|review]])
  * [[http://www.psych.ualberta.ca/~westburylab/downloads/HiDEx.download.html|HiDEx]], the High-Dimensional Explorer ([[hiDex|review]])
  * [[https://github.com/facebookresearch/fastText|FastText]] – state-of-the-art neural word embeddings

**Other**
  * [[http://senseclusters.sourceforge.net/|SenseClusters]] – distributional clustering in Perl
  * [[http://scgroup20.ceid.upatras.gr:8000/tmg/|Text to Matrix Generator]] (TMG) – text mining with NMF in Matlab


//If you know other useful off-the-shelf packages missing from this list, please [[stefan.evert@fau.de|drop me a line]].//

===== Precompiled DSMs =====

FIXME


===== Evaluation tasks =====

FIXME


===== Useful corpora =====

FIXME

  * The Westbury Lab at Alberta has a [[http://www.psych.ualberta.ca/~westburylab/downloads/westburylab.wikicorp.download.html|preprocessed (cleaned) Wikipedia Corpus]] from an April 2010 dump.  The WaCky initiative offers [[http://wacky.sslmit.unibo.it/doku.php?id=corpora|WaCkypedia, a dependency-parsed Wikipedia Corpus]] from a 2009 dump.  Both corpora only cover the //English Wikipedia//.