High Performance Python (from Training at EuroPython 2011) by Ian Ozsvald - HTML preview

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CHAPTER

FIVE

USING THIS AS A TUTORIAL

If you grab the source from https://github.com/ianozsvald/EuroPython2011_HighPerformanceComputing (or Google for “ianozsvald github”) you can follow along. The github repository has the full source for all these examples (and a few others), you can start with the pure_python.py example and make code changes yourself.

You probably want to use numpy_loop.py and numpy_vector.py for the basis of some of the numpy transformations.