In the parallelization sphere of things, matlab is pretty up-to the mark. There are a lot of ways to parallelize in matlab.
The easiest is to create a matlabpool of workers and run you for loops in parallel using parfor. (the upper limit is 12 on a local machine) This is great if you using this on a local machine to prototype some application, but if you do want to deploy your application (compile and make an executable); you run into problems.
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