Artículos relacionados a High Performance Python: Practical Performant Programming...

High Performance Python: Practical Performant Programming for Humans - Tapa blanda

Gorelick, Micha; Ozsvald, Ian

 
9781492055020: High Performance Python: Practical Performant Programming for Humans
Tapa blanda
ISBN 10: 1492055026 ISBN 13: 9781492055020
Editorial: O'Reilly Media, 2020

Sinopsis

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

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca de los autores

Micha Gorelick cofounded Fast Forward Labs as resident mad scientist. The company was acquired by Cloudera in 2017. She works on many issues from machine learning to performant stream algorithms.

Ian is a chief data scientist and coach. He co-organizes the annual PyDataLondon conference with 700+ attendees and the associated 10,000+ member monthly meetup. He runs the established Mor Consulting Data Science consultancy in London and gives conference talks internationally, often as keynote speaker. He has 17 years of experience as a senior data science leader, trainer and team coach. For fun he's walked by his high-energy Springer Spaniel, surfs the Cornish coast and drinks fine coffee. Past talks and articles can be found at: https: //ianozsvald.com/

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
O'Reilly Media
Año de publicación
2020
Idioma
Inglés
ISBN 10 
1492055026
ISBN 13 
9781492055020
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
466
Contacto del fabricante
O'Reilly
https://oreilly.com

1005 Gravenstein Highway North
Sebastopol
CA
95472
Estados Unidos de America
Persona responsable
no disponible