1st draft

.gitignore

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 .idea/encodings.xml
 
 .idea/.name
+
+.DS_Store

README.markdown

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 A simple interface to allow Python to call MATLAB functions.
 
-Unlike other interfaces, MATLAB only has to start once. All communication is done over a TCP server (credit to Dr. Kroon).
+Unlike other interfaces, MATLAB only has to start once. All communication is done over a TCP server (credit to D.Kroon University of Twente for hist TCP server).
+
+## Usage
+
+Initialize the Matlab class. You must pass in your matlab executable, e.g.
+    mlab = Matlab(matlab='/Applications/MATLAB_R2011a.app/bin/matlab')
+
+By default the host is localhost and the port is 4000. This can be changed, e.g.
+    mlab = Matlab(matlab='/Applications/MATLAB_R2011a.app/bin/matlab',
+                    host='192.168.0.1', port=5151)
+
+You must then start the MATLAB server:
+    mlab.start()
+which will return True once connected.
+
+You can then run any local MATLAB function contained within a .m file of the same name. For example, to call the function jk in jk.m:
+    %% MATLAB
+    function lol = jk(args)
+        arg1 = args.arg1;
+        arg2 = args.arg2;
+        lol = arg1 + arg2;
+    end
+by calling:
+    res = mlab.run('path/to/jk.m', {'arg1': 3, 'arg2', 5})
+    print res['result']
+which will print 8.
+
+You can shut down the MATLAB server by calling
+    mlab.stop()
+
+NB: you can call MATLAB code before the server starts by adding code to the ./matlab/startup.m file.
 
 Max Jaderberg 2012