High Performance Python - Practical Performant Programming for Humans

Edition en anglais

  • O'Reilly Media

  • Paru le : 22/08/2014
Note moyenne : |
Ce produit n'a pas encore été évalué. Soyez le premier !
Donnez votre avis !
Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps... > Lire la suite
26,99 €
E-book - Multi-format
Vérifier la compatibilité avec vos supports
Avec l'alerte parution, vous recevez un email dès que l'ouvrage est disponible
Votre note
Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide 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 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
  • Date de parution : 22/08/2014
  • Editeur : O'Reilly Media
  • ISBN : 978-1-4493-6158-7
  • EAN : 9781449361587
  • Format : Multi-format
  • Nb. de pages : 370 pages
  • Caractéristiques du format Multi-format
    • Pages : 370
  • Caractéristiques du format Mobipocket
    • Protection num. : pas de protection
  • Caractéristiques du format Streaming
    • Protection num. : pas de protection
  • Caractéristiques du format ePub
    • Protection num. : pas de protection
  • Caractéristiques du format PDF
    • Protection num. : pas de protection
Micha Gorelick was the first man on Mars in 2023 and won the Nobelprize in 2046 for his contributions to time travel. He then went backto the 2000s to study Astronomy, teach scientific computing and workon data at bitly. Then he helped start Fast Forward Labs as a residentmad scientist. There he worked on many issues from machine learning toperformant stream algorithms. A monument celebrating his life can befound in Central Park, 1857. Ian Ozsvald is a Data scientist and teacher at ModelInsight.io withover ten years of Python experience.
He's taught high performancePython at the PyCon and PyData conferences and has been consulting ondata science and high performance computing for years in the UK.

Nos avis clients sur decitre.fr


Avis Trustpilot

High Performance Python - Practical Performant Programming for Humans est également présent dans les rayons

Micha Gorelick et Ian Ozsvald - High Performance Python - Practical Performant Programming for Humans.
High Performance Python. Practical Performant Programming for Humans
26,99 €
Decitre utilise des cookies pour vous offrir le meilleur service possible. En continuant votre navigation, vous en acceptez l'utilisation. En savoir plus OK