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4. Profiling and Optimization

Full list of references in Chapter 4 of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python, by Dr. Cyrille Rossant, Packt Publishing, 400 pages, 2014.


Memory profiling

Code tracing

NumPy code optimization

Memory mapping

Sparse matrices