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Experimental work for using IPython.parallel with scikit-learn
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bcast_memmap.py
grid_search.py Memory optim: share materialized CV folds across engines
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README.md

PyCon 2012 - PyData sprint

Sandbox to collaborate during the pycon sprint on distributed data analytcis related issues.

Stuff to investigate

  • Distributed grid search
  • Efficient data broadcasting on the local stores of the nodes using a memoization pattern a la joblib.Memory
  • Distributed random forests
  • Leverage data locality from disco's DFS in IPython parallel engines
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