2014-02-07 15:09 GMT-08:00 Peter Prettenhofer <[email protected]>: > Hi Allessandro, > > you might want to look into this presentation by Olivier > https://speakerdeck.com/ogrisel/growing-randomized-trees-in-the-cloud-1 -- > it should be pretty much what you need. Code is here > https://github.com/pydata/pyrallel.
In particular have a look at the class: https://github.com/pydata/pyrallel/blob/master/pyrallel/ensemble.py#L131 There is a basic usage example here: http://nbviewer.ipython.org/github/pydata/pyrallel/blob/master/examples/Distributed%20Randomized%20Tree%20Growing.ipynb Sorry no releases, no doc and no tests (besides basic inline doctests). This is an experimental project and the API might change at point but you can use it as an example to your own IPython.parallel based code if you wish. If you want to dig further you might also want to have a look at this video tutorial: https://github.com/ogrisel/parallel_ml_tutorial -- Olivier http://twitter.com/ogrisel - http://github.com/ogrisel ------------------------------------------------------------------------------ Managing the Performance of Cloud-Based Applications Take advantage of what the Cloud has to offer - Avoid Common Pitfalls. Read the Whitepaper. http://pubads.g.doubleclick.net/gampad/clk?id=121051231&iu=/4140/ostg.clktrk _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
