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High Performance Python: Practical Performant Programming for Humans by Gorelick
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Artikelmerkmale
- Artikelzustand
- Book Title
- High Performance Python: Practical Performant Programming for Hum
- Publication Date
- 2020-06-09
- Edition Number
- 2
- Pages
- 466
- ISBN
- 9781492055020
Über dieses Produkt
Product Identifiers
Publisher
O'reilly Media, Incorporated
ISBN-10
1492055026
ISBN-13
9781492055020
eBay Product ID (ePID)
8038676504
Product Key Features
Number of Pages
466 Pages
Language
English
Publication Name
High Performance Python : Practical Performant Programming for Humans
Subject
Programming / Algorithms, Programming / Open Source, Programming Languages / Python
Publication Year
2020
Type
Textbook
Subject Area
Computers
Format
Trade Paperback
Dimensions
Item Height
1 in
Item Weight
28.2 Oz
Item Length
9.1 in
Item Width
7 in
Additional Product Features
Edition Number
2
Intended Audience
Scholarly & Professional
LCCN
2021-443591
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
005.133
Synopsis
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, productionized 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, Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, the updated edition of this practical guide, expanded and enhanced for Python 3, helps you gain a deeper understanding of Python's implementation. You'll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. How can you take advantage of multicore architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers and students alike 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 Understand performant pandas Use profiling to find bottlenecks in CPU time and memory usage Write efficient programs by choosing appropriate data structures Speed up matrix, vector, and even tensor computations Use tools to compile Python down to machine code, on CPUs and GPUs Manage multiple I/O and computational operations concurrently Convert multiprocessing code to run on a local or remote cluster Deploy code faster using tools like Docker Solve large problems while using less RAM Get real-life stories and lessons from Python programmers
LC Classification Number
QA76.73.P98G67 2020
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- n***7- Bewertung vom Käufer.Letzter MonatBestätigter KaufItem came shipped very well packaged and shipped very quickly. Also product was as described seeming in good condition. However I had a slight issues with the item(could have been damaged by carrier not sure) but seller made good with a full refund immediately after I contacted them about the issue. I would do business again based on the excellent customer service and would highly recommend seller.
AlibrisBooks
99% positive Bewertungen•2.0 Mio. Artikel verkauft
Angemeldet als gewerblicher Verkäufer
Verkäuferbewertungen (545'033)
- e***u (283)- Bewertung vom Käufer.Letzter MonatBestätigter KaufThe listing was for a hardcover version of this book; however, I received a paperback. The Seller replied quickly to my question about this issue and issued a full refund - and let me keep the book. So, a diligent Seller for sure - and well packaged and reasonable timing on shipping. Thank you for the refund, and as you suggested, I'll likely donate this volume and seek the hardcover.
- e***n (392)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufGreat transaction, exactly as described, packed well, and promptly shipped on August 6th. Unfortunately the U.S. Postal Service took 23 calendar days to deliver the book. It was shipped from Pennsylvania, to Atlanta, past Alabama to Texas, enjoyed several days in Texas, then to Minneapolis, Jacksonville, Florida, back to Atlanta, finally to Birmingham, and Huntsville. The seller was very responsive and I decided it was interesting to see if/how the book would arrive. Thanks, JoeDrumsville!: The Evolution of the New Orleans Beat by Robert Cataliotti: Used (Nr. 405155037686)
- n***7- Bewertung vom Käufer.Letzter MonatBestätigter KaufItem came shipped very well packaged and shipped very quickly. Also product was as described seeming in good condition. However I had a slight issues with the item(could have been damaged by carrier not sure) but seller made good with a full refund immediately after I contacted them about the issue. I would do business again based on the excellent customer service and would highly recommend seller.