01596nam a22002177a 4500 2436 2436 OSt 20200224131343.0 200117b ||||| |||| 00| 0 eng d 978-93-5213-305-5 Allied Informatics, Jaipur 7084 13/01/2020 2019-20 BSDU English BSDU 005.133 GOR Gorelick, Micha High Performance Python: Practical performant programming for humans Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2019 351 enecks and significantly speed up your code in high-data-volume programs. How can you take advantage of multi-core architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers will learn concrete solutions to these and other issues, along with war stories from companies that use high performance Python for social media analytics, productionized machine learning, and other situations. 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 a local or remote cluster Solve large problems while using less RAM Python Ozsvald, Lan ddc BK 0 0 ddc 0 0 BSDU BSDU GEN 2020-01-17 900.00 4 005.133 GOR 017995 2024-04-30 00:00:00 2024-02-02 900.00 2020-01-17 BK