Thursday, October 16, 2014

Parallel computing with IPython and Python

I uploaded to github a quick tutorial on how to parallelize easy computing tasks. I have chosen embarrassingly parallel examples which illustrate some of the powerful features of IPython.parallel and the multiprocessing module.

Examples included:

  1. Parallel function mapping to a list of arguments (multiprocessing module)
  2. Parallel execution of array function (scatter/gather) + parallel execution of scripts
  3. Easy parallel Monte Carlo (parallel magics)


Parallel computing with Python. 
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