High Performance Python 2nd Edition PDF GitHub

High Performance Python 2nd Edition PDF GitHub
High Performance Python 2nd Edition PDF GitHub
eBook: High-Performance Python 2nd Edition PDF : Practical Performant Programming for Humans by Ian Ozsvald and Micha Gorelick

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Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High-Performance Python helps you gain a deeper understanding of Python's implementation. 

How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productized machine learning, and more. Get a better grasp of NumPy, Cython, and profilers Learn how Python abstracts the underlying computer architecture. Use profiling to find bottlenecks in CPU time and memory usage. Write efficient programs by choosing appropriate data structures. Speed up matrix and vector computations 

Use tools to compile Python down to machine code Manage multiple I/O and computational operations concurrently, Convert multiprocessing code to run on local or remote clusters Deploy code faster using tools like Docker.

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