High Performance Python: Practical performant programming for humans
By: Gorelick, Micha.
Contributor(s): Ozsvald, Lan.
Material type:
BookPublisher: Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2019Description: 351.ISBN: 978-93-5213-305-5.Subject(s): PythonDDC classification: 005.133
| Item type | Current location | Call number | Status | Date due | Barcode |
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BSDU Knowledge Resource Center, Jaipur General Stacks | 005.133 GOR (Browse shelf) | Available | 017995 |
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| 005.133 COL Python and HDF5: Unlocking scientific data | 005.133 DTE J2EE 1.7 Projects: Black book | 005.133 GIL Efficient R Programming: A Practical Guide to smarter programming | 005.133 GOR High Performance Python: Practical performant programming for humans | 005.133 JOS Introduction to Computing and Problem Solving with Python | 005.133 JOS Taming Python by Programming | 005.133 KAM Programming and Problem Solving with Python |
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
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