01733nam a22002297a 4500999001500000003000400015005001700019008004100036020002200077028005800099040002400157082001700181100002000198245007300218260006100291300000800352504096500360650001101325700001701336942001201353952013801365  c2436d2436OSt20200224131343.0200117b           ||||| |||| 00| 0 eng d  a978-93-5213-305-5  bAllied Informatics, Jaipurc7084d13/01/2020q2019-20  aBSDUbEnglishcBSDU  a005.133bGOR  aGorelick, Micha  aHigh Performance Python: Practical performant programming for humans  aMumbaibShroff Publishers & Distributors Pvt. Ltd.c2019  a351  aenecks 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
  aPython  aOzsvald, Lan  2ddccBK  00102ddc4070aBSDUbBSDUcGENd2020-01-17g900.00l4o005.133 GORp017995r2024-04-30 00:00:00s2024-02-02v900.00w2020-01-17yBK