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README.html
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<h1>Eureqa Client for Mathematica README</h1>
<hr />
<p><a href="http://ccsl.mae.cornell.edu/eureqa">Eureqa</a> is a software tool by <a href="https://sites.google.com/a/cornell.edu/schmidt/">Michael Schmidt</a> and <a href="http://www.mae.cornell.edu/lipson/">Hod
Lipson</a> at Cornell for detecting hidden mathematical relationships
in quantitative data. The aim of this project is to provide a Eureqa
Client for Mathematica, so that Mathematica users can easily connect
to a Eureqa server and search through data for relationships. (See
this <a href="http://ccsl.mae.cornell.edu/sites/default/files/Science09_Schmidt.pdf">paper</a> for details of the search method used.)</p>
<p>See the client <a href="http://www.screencast.com/t/YTY5Zjk2">in action here</a>.</p>
<p><center><a href="http://www.screencast.com/t/YTY5Zjk2">
<img width="60%" height="60%"src="http://gnufoo.org/eureqa-demo-screen.png"></a></center></p>
<h2>Dependencies</h2>
<p>The following applications and libraries are required to build this
client.</p>
<ul>
<li><a href="http://ccsl.mae.cornell.edu/eureqa_download">Eureqa Server</a></li>
<li><a href="http://www.wolfram.com/mathematica/">Mathematica 7</a></li>
<li><a href="http://www.boost.org/">Boost</a> (libraries: system, serialization, date_time, and thread)</li>
<li><a href="http://www.cmake.org/">CMake</a></li>
</ul>
<h2>Building</h2>
<p><a href="http://github.com/secelis/eureqa-mathematica-client">The source code</a>
is available on github. No binaries are available.</p>
<pre><code>$ git clone git://github.com/secelis/eureqa-mathematica-client.git
$ cd eureqa-mathematica-client
$ cmake .
$ make
$ make install
</code></pre>
<p>The client should build on Mac OS X and Linux without issue provided
you have the dependencies outlined above. Building the client on
Windows gave me some trouble, so for the time being I recommend only
trying it on Windows if you are willing to get your hands dirty with
some development; however, I welcome any patches to make building on
Windows easier.</p>
<h2>Running</h2>
<p>Once the client has been built and installed, it can be accessed from
within Mathematica with the following commands.</p>
<pre><code>In[1]:= <<EureqaClient`
In[2]:= ?EureqaSearch
</code></pre>
<p>Here is an example of how to perform a search within Mathematica.</p>
<pre><code>In[3]:= data = Table[{t,Sin[t]},{t,0,4 Pi, 0.1}]
In[4]:= EureqaSearch[data, "x = f(t)", VariableLabels -> {"t", "x"},
Host -> "10.211.55.3"]
</code></pre>
<h2>Limitations</h2>
<p>The client currently</p>
<ul>
<li>can only handle one connection;</li>
<li>needs more documentation; </li>
<li>does no auto plots; and</li>
<li>does not calculate different error metrics automatically.</li>
</ul>
<h2>Soliciting Contributions</h2>
<p>If you have Mathematica Workbench, I would be indebted to you for
creating the documentation templates.</p>
<p>I welcome help making the Windows build and installation work. I
think the trouble lies somewhere in the FindMathLink CMake module.</p>
<h2>License</h2>
<p>I am currently electing to be conservative and license this under the
<a href="http://www.gnu.org/licenses/gpl.html">GNU General Public License</a>;
however, I am open to considering other licenses, if anyone wants to
suggest a better license for this project.</p>
<h2>Acknowledgments</h2>
<p>Thanks to Michael Schmidt and Hod Lipson for making such a fine tool
available.</p>
<p>Thanks to Todd Gayley for <a href="http://www.edenwaith.com/development/tutorials/mathlink/ML_Tut.pdf">A MathLink Tutorial</a>.</p>
<p>Thanks to Kashif Rasul, Jan Woetzel, Bart Janssen and Roel Jordans for
their work on the <a href="http://github.com/kashif/FindMathLink">FindMathLink</a> CMake module.</p>
<hr />
<p><small>Written by Shane Celis on 2010-06-06.</small></p>
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